2026-07-13 06:52:51,553 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Cached user photo at /root/.hermes/cache/images/img_4681aea7fe68.jpg
2026-07-13 06:52:52,368 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='để tránh double job và chồng chéo task, hãy tạo kanban task về kế hoạch tách bat' reply_to_id=12 reply_to_text=''
2026-07-13 06:52:52,479 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 06:52:52,557 INFO gateway.run: Image routing: text (mode=text). Pre-analyzing 2 image(s) via vision_analyze.
2026-07-13 06:52:52,558 INFO tools.vision_tools: Analyzing image: /root/.hermes/cache/images/img_7b7446f44093.jpg
2026-07-13 06:52:52,558 INFO tools.vision_tools: User prompt: Describe everything visible in this image in thorough detail. Include any text, code, data, objects,
2026-07-13 06:52:52,566 INFO tools.vision_tools: Image ready (244.0 KB)
2026-07-13 06:52:52,567 INFO tools.vision_tools: Converting image to base64...
2026-07-13 06:52:52,571 INFO tools.vision_tools: Image converted to base64 (325.4 KB)
2026-07-13 06:52:52,571 INFO tools.vision_tools: Processing image with vision model...
2026-07-13 06:53:11,114 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (8 chars)
2026-07-13 06:53:11,126 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='đã apply' reply_to_id=18 reply_to_text=''
2026-07-13 06:53:11,257 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 06:53:11,329 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=113 msg='[NN Vo] đã apply'
2026-07-13 06:53:11,369 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5369 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:54:02,801 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5369 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:54:02,803 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #978: model=default provider=custom in=68192 out=366 total=68558 latency=51.4s cache=60962/68192 (89%)
2026-07-13 06:54:04,812 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool terminal returned error (1.99s): {"output": "There's an issue with the selected model (claude-haiku-4-5-20251001). It may not exist or you may not have access to it. Run --model to pick a different model.", "exit_code": 1, "error": n
2026-07-13 06:54:04,869 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5371 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:54:08,726 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5371 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:54:08,728 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #979: model=default provider=custom in=68426 out=166 total=68592 latency=3.9s cache=60958/68426 (89%)
2026-07-13 06:54:09,005 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.26s, 4609 chars)
2026-07-13 06:54:09,052 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5373 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:54:15,747 INFO tools.vision_tools: Image analysis completed (6032 characters)
2026-07-13 06:54:15,750 INFO tools.vision_tools: Analyzing image: /root/.hermes/cache/images/img_4681aea7fe68.jpg
2026-07-13 06:54:15,750 INFO tools.vision_tools: User prompt: Describe everything visible in this image in thorough detail. Include any text, code, data, objects,
2026-07-13 06:54:15,757 INFO tools.vision_tools: Image ready (317.3 KB)
2026-07-13 06:54:15,758 INFO tools.vision_tools: Converting image to base64...
2026-07-13 06:54:15,762 INFO tools.vision_tools: Image converted to base64 (423.2 KB)
2026-07-13 06:54:15,762 INFO tools.vision_tools: Processing image with vision model...
2026-07-13 06:54:27,952 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5373 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:54:27,953 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #980: model=default provider=custom in=69937 out=242 total=70179 latency=18.9s cache=56899/69937 (81%)
2026-07-13 06:54:28,551 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.58s, 883 chars)
2026-07-13 06:54:28,589 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5375 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:54:45,586 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5375 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:54:45,587 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #981: model=default provider=custom in=70518 out=358 total=70876 latency=17.0s cache=65026/70518 (92%)
2026-07-13 06:54:45,681 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.08s, 899 chars)
2026-07-13 06:54:45,719 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5377 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:55:00,066 INFO tools.vision_tools: Image analysis completed (5705 characters)
2026-07-13 06:55:00,158 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=212 msg="[The user sent an image~ Here's what I can see: Based on the image provided, her..."
2026-07-13 06:55:00,257 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5378 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:55:04,714 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5377 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:55:04,715 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #982: model=default provider=custom in=71291 out=241 total=71532 latency=19.0s cache=65026/71291 (91%)
2026-07-13 06:55:06,543 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (1.78s, 1069 chars)
2026-07-13 06:55:06,584 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5380 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:55:21,974 INFO tui_gateway.ws: ws accepted peer=127.0.0.1:56094
2026-07-13 06:55:22,611 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=Thread-52 (_build):124370570704576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:55:22,763 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 06:55:23,378 INFO hermes_cli.web_server: pty accepted peer=127.0.0.1 mode=loopback cred=token
2026-07-13 06:55:25,387 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5380 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:55:25,388 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #983: model=default provider=custom in=67272 out=629 total=67901 latency=18.8s cache=56832/67272 (84%)
2026-07-13 06:55:25,408 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool memory completed (0.01s, 209 chars)
2026-07-13 06:55:25,438 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5381 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:55:27,803 INFO tui_gateway.ws: ws accepted peer=127.0.0.1:40556
2026-07-13 06:55:28,010 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=Thread-58 (_build):124370064221888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:55:28,109 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 06:55:35,839 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5378 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:55:35,840 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #50: model=default provider=custom in=102367 out=1443 total=103810 latency=35.6s cache=95232/102367 (93%)
2026-07-13 06:55:36,644 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.78s, 5264 chars)
2026-07-13 06:55:36,706 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5383 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:55:38,979 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5381 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:55:38,980 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #984: model=default provider=custom in=67465 out=719 total=68184 latency=13.6s cache=65024/67465 (96%)
2026-07-13 06:55:41,176 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool terminal returned error (2.18s): {"output": "There's an issue with the selected model (cc/claude-sonnet-5). It may not exist or you may not have access to it. Run --model to pick a different model.", "exit_code": 1, "error": null}
2026-07-13 06:55:41,234 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5385 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:55:56,101 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5383 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:55:56,102 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #51: model=default provider=custom in=103532 out=999 total=104531 latency=19.4s cache=99840/103532 (96%)
2026-07-13 06:55:56,898 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.78s, 1183 chars)
2026-07-13 06:55:56,940 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5387 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:56:09,789 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5387 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:56:09,790 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #52: model=default provider=custom in=104018 out=683 total=104701 latency=12.9s cache=101376/104018 (97%)
2026-07-13 06:56:10,541 INFO gateway.run: kanban dispatcher [nv-office]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-13 06:56:10,593 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.78s, 90 chars)
2026-07-13 06:56:10,647 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5389 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:56:13,303 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5389 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:56:13,304 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #53: model=default provider=custom in=104235 out=71 total=104306 latency=2.7s cache=101888/104235 (98%)
2026-07-13 06:56:14,315 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.99s, 1090 chars)
2026-07-13 06:56:14,375 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5391 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:56:28,414 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5391 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:56:28,415 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #54: model=default provider=custom in=104703 out=682 total=105385 latency=14.1s cache=101888/104703 (97%)
2026-07-13 06:56:29,027 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.58s, 703 chars)
2026-07-13 06:56:29,098 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5393 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:56:33,027 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5385 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:56:33,028 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #985: model=default provider=custom in=67799 out=3310 total=71109 latency=51.8s cache=65024/67799 (96%)
2026-07-13 06:56:33,057 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=8/60 budget=8/60 tool_turns=51 last_msg_role=assistant response_len=2391 session=20260710_094439_1cb443b1
2026-07-13 06:56:33,078 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=202.0s api_calls=8 response=2391 chars
2026-07-13 06:56:33,114 INFO gateway.platforms.base: [Telegram] Sending response (2391 chars) to -1003707758328
2026-07-13 06:56:33,647 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5393 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:56:33,648 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #55: model=default provider=custom in=104964 out=76 total=105040 latency=4.6s cache=102400/104964 (98%)
2026-07-13 06:56:34,243 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.58s, 1293 chars)
2026-07-13 06:56:34,304 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5395 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:56:41,597 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5395 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:56:41,598 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #56: model=default provider=custom in=105362 out=367 total=105729 latency=7.3s cache=102912/105362 (98%)
2026-07-13 06:56:42,395 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.78s, 3810 chars)
2026-07-13 06:56:42,461 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5397 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:56:47,232 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5397 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:56:47,232 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #57: model=default provider=custom in=106241 out=41 total=106282 latency=4.8s
2026-07-13 06:56:47,250 INFO [20260712_081412_654c5f58] agent.tool_executor: tool process completed (0.00s, 900 chars)
2026-07-13 06:56:47,302 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5398 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:56:54,142 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5398 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:56:54,150 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #58: model=default provider=custom in=106613 out=99 total=106712 latency=6.9s cache=103936/106613 (97%)
2026-07-13 06:56:54,244 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.08s, 425 chars)
2026-07-13 06:56:54,298 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5400 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:56:58,257 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5400 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:56:58,260 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #59: model=default provider=custom in=123734 out=169 total=123903 latency=4.0s cache=111616/123734 (90%)
2026-07-13 06:56:58,867 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.58s, 250 chars)
2026-07-13 06:56:58,919 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5402 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:57:01,957 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5402 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:57:01,958 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #60: model=default provider=custom in=115733 out=266 total=115999 latency=3.1s cache=101583/115733 (88%)
2026-07-13 06:57:17,236 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool terminal returned error (15.26s): {"output": "[Command timed out after 15s]", "exit_code": 124, "error": null}
2026-07-13 06:57:17,297 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5404 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:57:18,958 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5404 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:57:18,959 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #61: model=default provider=custom in=116030 out=266 total=116296 latency=1.7s cache=109703/116030 (95%)
2026-07-13 06:57:19,557 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.58s, 1204 chars)
2026-07-13 06:57:19,600 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5406 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:57:22,257 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5406 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:57:22,259 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #62: model=default provider=custom in=116599 out=478 total=117077 latency=2.7s cache=109697/116599 (94%)
2026-07-13 06:57:22,281 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=13/60 budget=13/60 tool_turns=107 last_msg_role=assistant response_len=919 session=20260712_081412_654c5f58
2026-07-13 06:57:22,327 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=270.0s api_calls=13 response=919 chars
2026-07-13 06:57:22,340 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:57:22,376 INFO gateway.platforms.base: [Telegram] Sending response (919 chars) to -1003707758328
2026-07-13 06:57:22,428 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 06:57:22,454 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=238 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-13 06:57:22,512 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5407 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:57:23,583 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5407 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:57:23,584 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=115762 out=21 total=115783 latency=1.1s cache=97539/115762 (84%)
2026-07-13 06:57:23,669 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_view completed (0.08s, 22683 chars)
2026-07-13 06:57:23,726 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5408 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:57:44,869 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5408 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:57:44,870 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=122338 out=10 total=122348 latency=21.2s cache=97574/122338 (80%)
2026-07-13 06:57:44,916 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skills_list completed (0.04s, 16437 chars)
2026-07-13 06:57:44,958 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5409 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:57:46,834 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5409 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:57:46,835 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #3: model=default provider=custom in=126683 out=20 total=126703 latency=1.9s cache=117927/126683 (93%)
2026-07-13 06:57:46,898 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_view completed (0.06s, 14038 chars)
2026-07-13 06:57:46,955 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5410 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:57:50,700 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5410 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:57:50,701 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #4: model=default provider=custom in=130977 out=1706 total=132683 latency=3.8s cache=122017/130977 (93%)
2026-07-13 06:57:50,736 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_manage completed (0.03s, 528 chars)
2026-07-13 06:57:50,770 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5411 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:57:52,416 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5411 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:57:52,416 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #5: model=default provider=custom in=132856 out=90 total=132946 latency=1.7s cache=126091/132856 (95%)
2026-07-13 06:57:52,422 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool memory returned error (0.00s): {"success": false, "error": "Memory at 2,164/2,200 chars. Adding this entry (251 chars) would exceed the limit. Consolidate now: use 'replace' to merge overlapping entries into shorter ones or 'remove
2026-07-13 06:57:52,475 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5412 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:58:26,329 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5412 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:58:26,330 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #6: model=default provider=custom in=133680 out=374 total=134054 latency=33.9s cache=126091/133680 (94%)
2026-07-13 06:58:26,341 INFO [20260712_081412_654c5f58] agent.tool_executor: tool memory completed (0.01s, 212 chars)
2026-07-13 06:58:26,392 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5413 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:58:28,145 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5413 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:58:28,146 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #7: model=default provider=custom in=134135 out=253 total=134388 latency=1.8s cache=126088/134135 (94%)
2026-07-13 06:58:28,159 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=7/16 budget=7/16 tool_turns=113 last_msg_role=assistant response_len=890 session=20260712_081412_654c5f58
2026-07-13 06:58:28,168 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:59:10,815 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[235973]
2026-07-13 06:59:37,191 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (59 chars)
2026-07-13 06:59:37,207 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='Tôi muốn giữ OpenAI key và ép 9router làm proxy Claude Code' reply_to_id=18 reply_to_text=''
2026-07-13 06:59:37,343 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 06:59:37,414 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=129 msg='[NN Vo] Tôi muốn giữ OpenAI key và ép 9router làm proxy Claude Code'
2026-07-13 06:59:37,464 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5414 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:59:50,105 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5414 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 06:59:50,106 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #986: model=default provider=custom in=68544 out=525 total=69069 latency=12.7s cache=65536/68544 (96%)
2026-07-13 06:59:50,707 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.58s, 10335 chars)
2026-07-13 06:59:51,977 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.26s, 45 chars)
2026-07-13 06:59:52,023 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5417 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:00:04,136 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5417 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:00:04,137 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #987: model=default provider=custom in=71890 out=736 total=72626 latency=12.1s cache=66048/71890 (92%)
2026-07-13 07:00:04,265 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.08s, 45 chars)
2026-07-13 07:00:05,689 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.39s, 45 chars)
2026-07-13 07:00:05,751 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5420 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:00:15,250 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5420 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:00:15,252 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #988: model=default provider=custom in=72167 out=464 total=72631 latency=9.5s cache=69632/72167 (96%)
2026-07-13 07:00:15,588 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.26s, 301 chars)
2026-07-13 07:00:15,633 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5422 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:00:26,669 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5422 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:00:26,670 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #989: model=default provider=custom in=72361 out=476 total=72837 latency=11.1s cache=69632/72361 (96%)
2026-07-13 07:00:27,045 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.26s, 45 chars)
2026-07-13 07:00:27,096 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5424 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:00:37,082 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5424 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:00:37,084 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #990: model=default provider=custom in=72864 out=151 total=73015 latency=10.0s cache=70144/72864 (96%)
2026-07-13 07:00:37,280 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.18s, 3858 chars)
2026-07-13 07:00:37,319 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5426 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:00:48,886 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5426 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:00:48,888 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #991: model=default provider=custom in=74370 out=481 total=74851 latency=11.6s cache=70656/74370 (95%)
2026-07-13 07:00:49,076 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.17s, 3792 chars)
2026-07-13 07:00:49,117 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5428 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:00:59,485 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5428 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:00:59,486 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #992: model=default provider=custom in=75902 out=482 total=76384 latency=10.4s cache=72192/75902 (95%)
2026-07-13 07:01:01,693 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool terminal returned error (2.19s): {"output": "{\n  \"hasCompletedOnboarding\": true,\n  \"env\": {\n    \"ANTHROPIC_BASE_URL\": \"http://127.0.0.1:20128/v1\",\n    \"ANTHROPIC_AUTH_TOKEN\": \"sk-510...d02a\"\n  },\n  \"model\": \"clau
2026-07-13 07:01:01,741 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5430 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:01:08,606 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5430 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:01:08,607 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #993: model=default provider=custom in=76564 out=279 total=76843 latency=6.9s cache=73728/76564 (96%)
2026-07-13 07:01:10,406 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool terminal returned error (1.78s): {"output": "updated\nThere's an issue with the selected model (claude-sonnet-5). It may not exist or you may not have access to it. Run --model to pick a different model.", "exit_code": 1, "error": nu
2026-07-13 07:01:10,448 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5432 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:01:19,145 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5432 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:01:19,146 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #994: model=default provider=custom in=76909 out=364 total=77273 latency=8.7s cache=74240/76909 (97%)
2026-07-13 07:01:19,564 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.39s, 7269 chars)
2026-07-13 07:01:19,605 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5434 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:01:31,744 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (237 chars)
2026-07-13 07:01:31,758 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tôi thấy đã done source 20-24 và task chuyển sang blocked, nhưng lại ko thấy bạn' reply_to_id=12 reply_to_text=''
2026-07-13 07:01:31,875 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 07:01:31,943 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=238 msg='[NN Vo] tôi thấy đã done source 20-24 và task chuyển sang blocked, nhưng lại ko ...'
2026-07-13 07:01:31,959 INFO [20260712_081412_654c5f58] agent.turn_context: Preflight compression: ~128,563 tokens >= 128,000 threshold (model default, ctx 256,000)
2026-07-13 07:01:31,960 INFO [20260712_081412_654c5f58] agent.conversation_compression: context compression started: session=20260712_081412_654c5f58 messages=239 tokens=~128,563 model=default focus=None
2026-07-13 07:01:31,994 INFO [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-13 07:02:02,951 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5434 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:02:02,952 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #995: model=default provider=custom in=79727 out=2628 total=82355 latency=43.4s cache=74752/79727 (94%)
2026-07-13 07:02:02,975 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=10/60 budget=10/60 tool_turns=60 last_msg_role=assistant response_len=1888 session=20260710_094439_1cb443b1
2026-07-13 07:02:03,034 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=145.8s api_calls=10 response=1888 chars
2026-07-13 07:02:03,040 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:02:03,088 INFO gateway.platforms.base: [Telegram] Sending response (1888 chars) to -1003707758328
2026-07-13 07:02:03,139 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 07:02:03,160 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=151 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-13 07:02:03,210 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5435 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:02:21,656 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5435 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:02:21,657 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1: model=default provider=custom in=81388 out=835 total=82223 latency=18.5s
2026-07-13 07:02:21,668 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.01s): {"success": false, "error": "Refusing background curator write_file for bundled skill 'claude-code'."}
2026-07-13 07:02:21,702 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5436 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:02:24,549 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5436 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:02:24,550 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #2: model=default provider=custom in=82027 out=8 total=82035 latency=2.9s
2026-07-13 07:02:24,556 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/16 budget=2/16 tool_turns=61 last_msg_role=assistant response_len=16 session=20260710_094439_1cb443b1
2026-07-13 07:02:24,561 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:03:14,533 INFO [20260712_081412_654c5f58] agent.conversation_compression: context compression done: session=20260712_081412_654c5f58 messages=239->120 rough_tokens=~68,674 awaiting_real_usage=true
2026-07-13 07:03:14,577 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5437 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:03:19,450 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5437 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:03:19,451 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #63: model=default provider=custom in=58790 out=242 total=59032 latency=4.9s
2026-07-13 07:03:20,252 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.78s, 2356 chars)
2026-07-13 07:03:20,291 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5439 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:03:23,622 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5439 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:03:23,623 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #64: model=default provider=custom in=54689 out=284 total=54973 latency=3.3s cache=12162/54689 (22%)
2026-07-13 07:03:23,637 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=55 last_msg_role=assistant response_len=962 session=20260712_081412_654c5f58
2026-07-13 07:03:23,687 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=111.9s api_calls=2 response=962 chars
2026-07-13 07:03:23,718 INFO gateway.platforms.base: [Telegram] Sending response (962 chars) to -1003707758328
2026-07-13 07:03:38,034 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (193 chars)
2026-07-13 07:03:38,046 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='"đụng vào routing nội bộ của 9router, không còn là config thuần nữa." thì vấn đề' reply_to_id=18 reply_to_text=''
2026-07-13 07:03:38,177 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 07:03:38,253 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=151 msg='[NN Vo] "đụng vào routing nội bộ của 9router, không còn là config thuần nữa." th...'
2026-07-13 07:03:38,302 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5440 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:03:42,097 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5440 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:03:42,098 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #996: model=default provider=custom in=85997 out=779 total=86776 latency=3.8s cache=52840/85997 (61%)
2026-07-13 07:03:42,120 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=60 last_msg_role=assistant response_len=2695 session=20260710_094439_1cb443b1
2026-07-13 07:03:42,167 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=4.1s api_calls=1 response=2695 chars
2026-07-13 07:03:42,194 INFO gateway.platforms.base: [Telegram] Sending response (2695 chars) to -1003707758328
2026-07-13 07:05:12,236 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (128 chars)
2026-07-13 07:05:12,251 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='đúng rồi làm thử đi, chứ tôi cũng đâu có biết đâu. Nhưng có thể tham khảo thêm g' reply_to_id=18 reply_to_text=''
2026-07-13 07:05:12,379 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 07:05:12,435 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=153 msg='[NN Vo] đúng rồi làm thử đi, chứ tôi cũng đâu có biết đâu. Nhưng có thể tham khả...'
2026-07-13 07:05:12,482 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5441 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:05:14,251 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5441 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:05:14,252 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #997: model=default provider=custom in=86815 out=217 total=87032 latency=1.8s cache=81292/86815 (94%)
2026-07-13 07:05:14,328 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_1:140187455710912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:05:14,405 INFO [20260710_094439_1cb443b1] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 07:05:14,443 INFO [20260710_094439_1cb443b1] tools.async_delegation: Dispatched async delegation batch deleg_e300ff45 (1 task(s), session_key=agent:main:telegram:group:-1003707758328:18)
2026-07-13 07:05:14,443 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool delegate_task completed (0.17s, 481 chars)
2026-07-13 07:05:14,453 INFO [20260713_070514_3e569a] agent.turn_context: conversation turn: session=20260713_070514_3e569a model=default provider=custom platform=subagent history=0 msg='Thiết lập môi trường để Claude Code CLI trên host có thể dùng OpenAI API Key của...'
2026-07-13 07:05:14,517 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5443 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:05:14,637 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5444 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:05:16,488 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5443 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:05:16,490 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #998: model=default provider=custom in=87359 out=369 total=87728 latency=2.0s cache=81286/87359 (93%)
2026-07-13 07:05:16,549 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=61 last_msg_role=assistant response_len=741 session=20260710_094439_1cb443b1
2026-07-13 07:05:16,581 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=4.3s api_calls=2 response=741 chars
2026-07-13 07:05:16,609 INFO gateway.platforms.base: [Telegram] Sending response (741 chars) to -1003707758328
2026-07-13 07:05:23,971 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5444 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:05:23,972 INFO [20260713_070514_3e569a] agent.conversation_loop: API call #1: model=default provider=custom in=14273 out=309 total=14582 latency=9.3s
2026-07-13 07:05:24,044 INFO [20260713_070514_3e569a] agent.tool_executor: tool skill_view completed (0.06s, 3256 chars)
2026-07-13 07:05:24,066 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5445 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:05:42,964 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5445 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:05:42,965 INFO [20260713_070514_3e569a] agent.conversation_loop: API call #2: model=default provider=custom in=15204 out=334 total=15538 latency=18.9s
2026-07-13 07:05:43,072 INFO [20260713_070514_3e569a] agent.tool_executor: tool search_files completed (0.09s, 18 chars)
2026-07-13 07:05:43,097 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5449 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:05:44,384 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5449 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:05:44,385 INFO [20260713_070514_3e569a] agent.conversation_loop: API call #3: model=default provider=custom in=15243 out=101 total=15344 latency=1.3s cache=7705/15243 (51%)
2026-07-13 07:05:44,482 INFO [20260713_070514_3e569a] agent.tool_executor: tool terminal completed (0.08s, 767 chars)
2026-07-13 07:05:44,509 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5451 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:05:45,758 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5451 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:05:45,759 INFO [20260713_070514_3e569a] agent.conversation_loop: API call #4: model=default provider=custom in=15676 out=34 total=15710 latency=1.3s cache=11574/15676 (74%)
2026-07-13 07:05:45,884 INFO [20260713_070514_3e569a] agent.tool_executor: tool search_files completed (0.11s, 18 chars)
2026-07-13 07:05:45,907 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5455 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:05:46,775 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5455 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:05:46,776 INFO [20260713_070514_3e569a] agent.conversation_loop: API call #5: model=default provider=custom in=15726 out=24 total=15750 latency=0.9s cache=11572/15726 (74%)
2026-07-13 07:05:46,867 INFO [20260713_070514_3e569a] agent.tool_executor: tool search_files completed (0.08s, 18 chars)
2026-07-13 07:05:46,890 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5459 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:06:06,152 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (54 chars)
2026-07-13 07:06:06,168 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tôi kiểm tra 20-24 rồi nên cứ làm tiếp như vậy đến hết' reply_to_id=12 reply_to_text=''
2026-07-13 07:06:06,278 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 07:06:06,345 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=123 msg='[NN Vo] tôi kiểm tra 20-24 rồi nên cứ làm tiếp như vậy đến hết'
2026-07-13 07:06:06,389 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5460 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:06:54,440 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5460 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:06:54,441 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #65: model=default provider=custom in=54869 out=191 total=55060 latency=48.1s
2026-07-13 07:06:54,498 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.04s, 8465 chars)
2026-07-13 07:06:54,537 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5462 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:06:55,589 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5462 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:06:55,590 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #66: model=default provider=custom in=56976 out=83 total=57059 latency=1.1s cache=52718/56976 (93%)
2026-07-13 07:06:55,624 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.02s, 4312 chars)
2026-07-13 07:06:55,659 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5464 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:07:04,439 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5459 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:07:04,440 INFO [20260713_070514_3e569a] agent.conversation_loop: API call #6: model=default provider=custom in=15766 out=17 total=15783 latency=77.6s cache=8089/15766 (51%)
2026-07-13 07:07:04,629 INFO [20260713_070514_3e569a] agent.tool_executor: tool terminal completed (0.17s, 439 chars)
2026-07-13 07:07:04,651 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5466 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:07:23,299 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5466 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:07:23,300 INFO [20260713_070514_3e569a] agent.conversation_loop: API call #7: model=default provider=custom in=15925 out=130 total=16055 latency=18.7s
2026-07-13 07:07:23,353 INFO [20260713_070514_3e569a] agent.tool_executor: tool terminal completed (0.03s, 45 chars)
2026-07-13 07:07:23,379 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5468 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:07:24,520 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5464 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:07:24,521 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #67: model=default provider=custom in=58408 out=2100 total=60508 latency=28.9s cache=12167/58408 (21%)
2026-07-13 07:07:39,699 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5468 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:07:39,700 INFO [20260713_070514_3e569a] agent.conversation_loop: API call #8: model=default provider=custom in=16078 out=23 total=16101 latency=16.3s cache=11575/16078 (72%)
2026-07-13 07:07:39,795 INFO [20260713_070514_3e569a] agent.tool_executor: tool terminal completed (0.08s, 2861 chars)
2026-07-13 07:07:39,821 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5471 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:08:00,220 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5471 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:08:00,223 INFO [20260713_070514_3e569a] agent.conversation_loop: API call #9: model=default provider=custom in=15318 out=591 total=15909 latency=20.4s
2026-07-13 07:08:01,238 INFO [20260713_070514_3e569a] agent.tool_executor: tool terminal completed (0.99s, 8328 chars)
2026-07-13 07:08:01,276 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5473 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:08:15,749 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5473 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:08:15,750 INFO [20260713_070514_3e569a] agent.conversation_loop: API call #10: model=default provider=custom in=16791 out=767 total=17558 latency=14.5s cache=12800/16791 (76%)
2026-07-13 07:08:16,155 INFO [20260713_070514_3e569a] agent.tool_executor: tool terminal completed (0.39s, 1761 chars)
2026-07-13 07:08:16,184 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5475 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:08:26,325 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5475 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:08:26,326 INFO [20260713_070514_3e569a] agent.conversation_loop: API call #11: model=default provider=custom in=17496 out=579 total=18075 latency=10.2s cache=14336/17496 (82%)
2026-07-13 07:08:26,602 INFO [20260713_070514_3e569a] agent.tool_executor: tool terminal completed (0.26s, 448 chars)
2026-07-13 07:08:27,784 INFO [20260713_070514_3e569a] agent.tool_executor: tool terminal completed (0.17s, 1213 chars)
2026-07-13 07:08:27,813 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5478 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:08:33,422 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5478 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:08:33,423 INFO [20260713_070514_3e569a] agent.conversation_loop: API call #12: model=default provider=custom in=18277 out=282 total=18559 latency=5.6s cache=15360/18277 (84%)
2026-07-13 07:08:33,615 INFO [20260713_070514_3e569a] agent.tool_executor: tool terminal completed (0.17s, 8210 chars)
2026-07-13 07:08:33,644 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5480 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:08:52,565 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5480 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:08:52,565 INFO [20260713_070514_3e569a] agent.conversation_loop: API call #13: model=default provider=custom in=20527 out=1044 total=21571 latency=18.9s
2026-07-13 07:08:52,601 INFO [20260713_070514_3e569a] tools.browser_tool: Created local browser session h_dd30d7fb1f for task sa-0-14ab0fcb
2026-07-13 07:08:52,611 WARNING [20260713_070514_3e569a] tools.browser_tool: browser 'open' exception: [Errno 2] No such file or directory: '/usr/local/lib/hermes-agent/node_modules/.bin/agent-browser'
Traceback (most recent call last):
  File "/usr/local/lib/hermes-agent/tools/browser_tool.py", line 2444, in _run_browser_command
    proc = subprocess.Popen(
           ^^^^^^^^^^^^^^^^^
  File "/usr/local/share/uv/python/cpython-3.11.15-linux-x86_64-gnu/lib/python3.11/subprocess.py", line 1026, in __init__
    self._execute_child(args, executable, preexec_fn, close_fds,
  File "/usr/local/share/uv/python/cpython-3.11.15-linux-x86_64-gnu/lib/python3.11/subprocess.py", line 1955, in _execute_child
    raise child_exception_type(errno_num, err_msg, err_filename)
FileNotFoundError: [Errno 2] No such file or directory: '/usr/local/lib/hermes-agent/node_modules/.bin/agent-browser'
2026-07-13 07:08:52,616 WARNING [20260713_070514_3e569a] agent.tool_executor: Tool browser_navigate returned error (0.04s): {"success": false, "error": "[Errno 2] No such file or directory: '/usr/local/lib/hermes-agent/node_modules/.bin/agent-browser'"}
2026-07-13 07:08:52,646 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5481 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:08:56,050 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5481 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:08:56,051 INFO [20260713_070514_3e569a] agent.conversation_loop: API call #14: model=default provider=custom in=24195 out=214 total=24409 latency=3.4s cache=512/24195 (2%)
2026-07-13 07:08:56,237 INFO [20260713_070514_3e569a] agent.tool_executor: tool terminal completed (0.17s, 1616 chars)
2026-07-13 07:08:56,262 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5483 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:08:57,506 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5483 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:08:57,507 INFO [20260713_070514_3e569a] agent.conversation_loop: API call #15: model=default provider=custom in=26495 out=259 total=26754 latency=1.3s
2026-07-13 07:08:57,780 INFO [20260713_070514_3e569a] agent.tool_executor: tool terminal completed (0.26s, 2213 chars)
2026-07-13 07:08:57,804 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5485 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:09:01,845 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5485 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:09:01,846 INFO [20260713_070514_3e569a] agent.conversation_loop: API call #16: model=default provider=custom in=24385 out=91 total=24476 latency=4.1s cache=12156/24385 (50%)
2026-07-13 07:09:02,464 INFO [20260713_070514_3e569a] agent.tool_executor: tool terminal completed (0.59s, 6893 chars)
2026-07-13 07:09:02,495 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5487 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:09:03,322 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5487 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:09:03,322 INFO [20260713_070514_3e569a] agent.conversation_loop: API call #17: model=default provider=custom in=26965 out=88 total=27053 latency=0.8s cache=12167/26965 (45%)
2026-07-13 07:09:03,516 INFO [20260713_070514_3e569a] agent.tool_executor: tool terminal completed (0.18s, 21865 chars)
2026-07-13 07:09:03,547 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5489 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:09:04,283 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5489 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:09:04,284 INFO [20260713_070514_3e569a] agent.conversation_loop: API call #18: model=default provider=custom in=35271 out=81 total=35352 latency=0.8s cache=24389/35271 (69%)
2026-07-13 07:09:04,482 INFO [20260713_070514_3e569a] agent.tool_executor: tool terminal completed (0.18s, 2441 chars)
2026-07-13 07:09:04,518 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5491 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:09:24,925 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool terminal returned error (120.37s): {"output": "[Command timed out after 120s]", "exit_code": 124, "error": null}
2026-07-13 07:09:24,975 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5492 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:09:26,383 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5492 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:09:26,384 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #68: model=default provider=custom in=60544 out=89 total=60633 latency=1.4s
2026-07-13 07:09:26,446 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.04s, 8132 chars)
2026-07-13 07:09:26,490 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5494 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:09:36,790 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5491 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:09:36,792 INFO [20260713_070514_3e569a] agent.conversation_loop: API call #19: model=default provider=custom in=36029 out=82 total=36111 latency=32.3s cache=12194/36029 (34%)
2026-07-13 07:09:36,991 INFO [20260713_070514_3e569a] agent.tool_executor: tool terminal completed (0.18s, 3692 chars)
2026-07-13 07:09:37,030 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5496 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:09:38,875 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5494 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:09:38,876 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #69: model=default provider=custom in=62583 out=2083 total=64666 latency=12.4s cache=52751/62583 (84%)
2026-07-13 07:09:39,226 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.32s, 45 chars)
2026-07-13 07:09:39,276 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5498 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:09:39,948 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5496 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:09:39,949 INFO [20260713_070514_3e569a] agent.conversation_loop: API call #20: model=default provider=custom in=37429 out=64 total=37493 latency=2.9s cache=12170/37429 (33%)
2026-07-13 07:09:40,008 INFO [20260713_070514_3e569a] agent.tool_executor: tool terminal completed (0.02s, 194 chars)
2026-07-13 07:09:40,050 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5500 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:09:40,356 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5498 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:09:40,358 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #70: model=default provider=custom in=64689 out=65 total=64754 latency=1.1s cache=56821/64689 (88%)
2026-07-13 07:09:40,386 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.01s, 149 chars)
2026-07-13 07:09:40,421 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5501 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:09:43,417 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5500 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:09:43,418 INFO [20260713_070514_3e569a] agent.conversation_loop: API call #21: model=default provider=custom in=37583 out=97 total=37680 latency=3.4s
2026-07-13 07:09:43,469 WARNING [20260713_070514_3e569a] agent.tool_executor: Tool terminal returned error (0.03s): {"output": "/usr/bin/bash: line 3: sqlite3: command not found\n/usr/bin/bash: line 3: sqlite3: command not found", "exit_code": 127, "error": null}
2026-07-13 07:09:43,494 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5503 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:09:53,392 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5501 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:09:53,393 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #71: model=default provider=custom in=60610 out=228 total=60838 latency=13.0s cache=11776/60610 (19%)
2026-07-13 07:09:53,415 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=7/60 budget=7/60 tool_turns=61 last_msg_role=assistant response_len=701 session=20260712_081412_654c5f58
2026-07-13 07:09:53,443 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=227.3s api_calls=7 response=701 chars
2026-07-13 07:09:53,476 INFO gateway.platforms.base: [Telegram] Sending response (701 chars) to -1003707758328
2026-07-13 07:10:01,515 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5503 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:10:01,521 INFO [20260713_070514_3e569a] agent.conversation_loop: API call #22: model=default provider=custom in=32017 out=583 total=32600 latency=18.0s cache=15872/32017 (50%)
2026-07-13 07:10:02,752 INFO [20260713_070514_3e569a] agent.tool_executor: tool terminal completed (1.19s, 124 chars)
2026-07-13 07:10:02,785 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5505 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:10:13,313 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5505 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:10:13,314 INFO [20260713_070514_3e569a] agent.conversation_loop: API call #23: model=default provider=custom in=32139 out=677 total=32816 latency=10.5s cache=29696/32139 (92%)
2026-07-13 07:10:13,336 WARNING [20260713_070514_3e569a] tools.browser_tool: browser 'close' exception: [Errno 2] No such file or directory: '/usr/local/lib/hermes-agent/node_modules/.bin/agent-browser'
Traceback (most recent call last):
  File "/usr/local/lib/hermes-agent/tools/browser_tool.py", line 2444, in _run_browser_command
    proc = subprocess.Popen(
           ^^^^^^^^^^^^^^^^^
  File "/usr/local/share/uv/python/cpython-3.11.15-linux-x86_64-gnu/lib/python3.11/subprocess.py", line 1026, in __init__
    self._execute_child(args, executable, preexec_fn, close_fds,
  File "/usr/local/share/uv/python/cpython-3.11.15-linux-x86_64-gnu/lib/python3.11/subprocess.py", line 1955, in _execute_child
    raise child_exception_type(errno_num, err_msg, err_filename)
FileNotFoundError: [Errno 2] No such file or directory: '/usr/local/lib/hermes-agent/node_modules/.bin/agent-browser'
2026-07-13 07:10:13,352 INFO [20260713_070514_3e569a] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=23/50 budget=23/50 tool_turns=22 last_msg_role=assistant response_len=1013 session=20260713_070514_3e569a
2026-07-13 07:10:13,375 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=async-delegate_0:140188483299008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:10:13,440 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:10:13,515 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 07:10:13,541 INFO [20260713_070514_3e569a] agent.turn_context: conversation turn: session=20260713_070514_3e569a model=default provider=custom platform=subagent history=47 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-13 07:10:13,567 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5506 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:10:14,844 INFO gateway.run: Watch pattern notification — injecting for telegram chat=-1003707758328 thread=18
2026-07-13 07:10:14,857 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='[ASYNC DELEGATION BATCH COMPLETE — deleg_e300ff45] A background fan-out of 1 sub' reply_to_id=None reply_to_text=''
2026-07-13 07:10:14,972 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 07:10:15,067 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=157 msg='[NN Vo] [ASYNC DELEGATION BATCH COMPLETE — deleg_e300ff45] A background fan-out ...'
2026-07-13 07:10:15,129 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5507 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:10:52,616 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5506 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:10:52,618 INFO [20260713_070514_3e569a] agent.conversation_loop: API call #1: model=default provider=custom in=33371 out=2109 total=35480 latency=39.1s
2026-07-13 07:10:52,671 WARNING [20260713_070514_3e569a] agent.tool_executor: Tool skill_manage returned error (0.01s): {"success": false, "error": "Refusing background curator patch for skill 'claude-code-9router': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md
2026-07-13 07:10:52,700 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5508 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:10:56,946 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5508 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:10:56,947 INFO [20260713_070514_3e569a] agent.conversation_loop: API call #2: model=default provider=custom in=35470 out=51 total=35521 latency=4.3s cache=31232/35470 (88%)
2026-07-13 07:10:57,101 INFO [20260713_070514_3e569a] agent.tool_executor: tool skill_view completed (0.15s, 3256 chars)
2026-07-13 07:10:57,144 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5509 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:10:59,608 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5507 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:10:59,610 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #999: model=default provider=custom in=82421 out=2872 total=85293 latency=44.5s cache=77312/82421 (94%)
2026-07-13 07:10:59,696 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_1:140187455710912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:10:59,801 INFO [20260710_094439_1cb443b1] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 07:10:59,837 INFO [20260710_094439_1cb443b1] tools.async_delegation: Dispatched async delegation batch deleg_4ca13354 (1 task(s), session_key=agent:main:telegram:group:-1003707758328:18)
2026-07-13 07:10:59,838 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool delegate_task completed (0.20s, 477 chars)
2026-07-13 07:10:59,887 INFO [20260713_071059_037b82] agent.turn_context: conversation turn: session=20260713_071059_037b82 model=default provider=custom platform=subagent history=0 msg='Inspect 9router Claude provider and model mapping to identify the actual accepte...'
2026-07-13 07:10:59,925 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5511 (_call):140187053057728 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:11:00,036 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5512 (_call):140187044665024 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:11:04,900 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5511 (_call):140187053057728 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:11:04,901 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1000: model=default provider=custom in=83027 out=204 total=83231 latency=5.0s cache=79872/83027 (96%)
2026-07-13 07:11:04,920 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=62 last_msg_role=assistant response_len=645 session=20260710_094439_1cb443b1
2026-07-13 07:11:04,935 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=50.1s api_calls=2 response=645 chars
2026-07-13 07:11:04,971 INFO gateway.platforms.base: [Telegram] Sending response (645 chars) to -1003707758328
2026-07-13 07:11:05,136 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5512 (_call):140187044665024 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:11:05,138 INFO [20260713_071059_037b82] agent.conversation_loop: API call #1: model=default provider=custom in=12334 out=236 total=12570 latency=5.1s cache=9728/12334 (79%)
2026-07-13 07:11:05,752 INFO agent.tool_executor: tool search_files completed (0.60s, 11542 chars)
2026-07-13 07:11:06,983 INFO agent.tool_executor: tool search_files completed (1.82s, 18 chars)
2026-07-13 07:11:07,004 INFO agent.tool_executor: tool search_files completed (1.85s, 2234 chars)
2026-07-13 07:11:07,057 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5519 (_call):140187053057728 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:11:10,843 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5509 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:11:10,844 INFO [20260713_070514_3e569a] agent.conversation_loop: API call #3: model=default provider=custom in=36402 out=484 total=36886 latency=13.7s cache=33280/36402 (91%)
2026-07-13 07:11:10,865 INFO [20260713_070514_3e569a] agent.tool_executor: tool skill_manage completed (0.02s, 559 chars)
2026-07-13 07:11:10,887 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5520 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:11:13,266 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5519 (_call):140187053057728 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:11:13,267 INFO [20260713_071059_037b82] agent.conversation_loop: API call #2: model=default provider=custom in=16833 out=363 total=17196 latency=6.2s cache=10240/16833 (61%)
2026-07-13 07:11:13,426 INFO agent.tool_executor: tool search_files completed (0.14s, 18 chars)
2026-07-13 07:11:13,435 INFO agent.tool_executor: tool search_files completed (0.15s, 1873 chars)
2026-07-13 07:11:13,467 INFO agent.tool_executor: tool search_files completed (0.18s, 2063 chars)
2026-07-13 07:11:13,518 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5528 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:11:17,261 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5528 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:11:17,262 INFO [20260713_071059_037b82] agent.conversation_loop: API call #3: model=default provider=custom in=18479 out=63 total=18542 latency=3.8s
2026-07-13 07:11:17,338 INFO [20260713_071059_037b82] agent.tool_executor: tool skill_view completed (0.06s, 3896 chars)
2026-07-13 07:11:17,363 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5529 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:11:18,240 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5520 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:11:18,241 INFO [20260713_070514_3e569a] agent.conversation_loop: API call #4: model=default provider=custom in=37079 out=298 total=37377 latency=7.4s
2026-07-13 07:11:18,264 INFO [20260713_070514_3e569a] agent.tool_executor: tool skill_manage completed (0.02s, 541 chars)
2026-07-13 07:11:18,289 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5530 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:11:19,591 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5530 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:11:19,592 INFO [20260713_070514_3e569a] agent.conversation_loop: API call #5: model=default provider=custom in=44209 out=145 total=44354 latency=1.3s
2026-07-13 07:11:19,598 INFO [20260713_070514_3e569a] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=5/16 budget=5/16 tool_turns=26 last_msg_role=assistant response_len=510 session=20260713_070514_3e569a
2026-07-13 07:11:19,602 INFO [20260713_070514_3e569a] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:11:20,911 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5529 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:11:20,912 INFO [20260713_071059_037b82] agent.conversation_loop: API call #4: model=default provider=custom in=22101 out=225 total=22326 latency=3.6s cache=1152/22101 (5%)
2026-07-13 07:11:21,003 INFO agent.tool_executor: tool search_files completed (0.08s, 18 chars)
2026-07-13 07:11:31,111 INFO agent.tool_executor: tool search_files completed (10.19s, 18 chars)
2026-07-13 07:11:31,143 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5537 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:11:50,035 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5537 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:11:50,036 INFO [20260713_071059_037b82] agent.conversation_loop: API call #5: model=default provider=custom in=22104 out=92 total=22196 latency=18.9s
2026-07-13 07:11:50,137 INFO [20260713_071059_037b82] agent.tool_executor: tool terminal completed (0.08s, 787 chars)
2026-07-13 07:11:51,207 INFO [20260713_071059_037b82] agent.tool_executor: tool terminal completed (0.06s, 1981 chars)
2026-07-13 07:11:51,230 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5540 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:11:53,567 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5540 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:11:53,568 INFO [20260713_071059_037b82] agent.conversation_loop: API call #6: model=default provider=custom in=23343 out=80 total=23423 latency=2.4s
2026-07-13 07:11:53,752 INFO [20260713_071059_037b82] agent.tool_executor: tool terminal completed (0.17s, 439 chars)
2026-07-13 07:11:53,778 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5542 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:11:55,486 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5542 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:11:55,495 INFO [20260713_071059_037b82] agent.conversation_loop: API call #7: model=default provider=custom in=23502 out=195 total=23697 latency=1.7s
2026-07-13 07:11:55,685 WARNING [20260713_071059_037b82] agent.tool_executor: Tool terminal returned error (0.17s): {"output": "OCI runtime exec failed: exec failed: unable to start container process: exec: \"-/app0}\": stat -/app0}: no such file or directory\r\n/usr/bin/bash: line 5: default_api:terminal{command::
2026-07-13 07:11:55,711 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5544 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:11:56,756 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5544 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:11:56,757 INFO [20260713_071059_037b82] agent.conversation_loop: API call #8: model=default provider=custom in=23615 out=42 total=23657 latency=1.1s cache=16208/23615 (69%)
2026-07-13 07:11:56,942 INFO [20260713_071059_037b82] agent.tool_executor: tool terminal completed (0.17s, 848 chars)
2026-07-13 07:11:58,123 INFO [20260713_071059_037b82] agent.tool_executor: tool terminal completed (0.17s, 374 chars)
2026-07-13 07:11:58,152 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5547 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:13:01,903 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5547 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:13:01,906 INFO [20260713_071059_037b82] agent.conversation_loop: API call #9: model=default provider=custom in=24208 out=51 total=24259 latency=63.8s cache=16203/24208 (67%)
2026-07-13 07:13:02,186 INFO [20260713_071059_037b82] agent.tool_executor: tool terminal completed (0.26s, 690 chars)
2026-07-13 07:13:03,364 INFO [20260713_071059_037b82] agent.tool_executor: tool terminal completed (0.17s, 914 chars)
2026-07-13 07:13:03,403 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5550 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:13:21,241 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5550 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:13:21,242 INFO [20260713_071059_037b82] agent.conversation_loop: API call #10: model=default provider=custom in=24953 out=98 total=25051 latency=17.9s cache=8072/24953 (32%)
2026-07-13 07:13:21,386 INFO [20260713_071059_037b82] agent.tool_executor: tool terminal completed (0.12s, 7867 chars)
2026-07-13 07:13:22,568 INFO [20260713_071059_037b82] agent.tool_executor: tool terminal completed (0.17s, 430 chars)
2026-07-13 07:13:23,752 INFO [20260713_071059_037b82] agent.tool_executor: tool terminal completed (0.17s, 1626 chars)
2026-07-13 07:13:23,778 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5554 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:13:40,801 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5554 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:13:40,802 INFO [20260713_071059_037b82] agent.conversation_loop: API call #11: model=default provider=custom in=27906 out=105 total=28011 latency=17.0s cache=20220/27906 (72%)
2026-07-13 07:13:40,987 INFO [20260713_071059_037b82] agent.tool_executor: tool terminal completed (0.17s, 10029 chars)
2026-07-13 07:13:41,016 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5556 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:13:53,499 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5556 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:13:53,500 INFO [20260713_071059_037b82] agent.conversation_loop: API call #12: model=default provider=custom in=27871 out=231 total=28102 latency=12.5s cache=14336/27871 (51%)
2026-07-13 07:13:53,551 INFO agent.tool_executor: tool search_files failed (0.03s): {"total_count": 0, "error": "Path not found: /app/open-sse/services"}
2026-07-13 07:13:53,552 INFO agent.tool_executor: tool search_files failed (0.04s): {"total_count": 0, "error": "Path not found: /app/open-sse/config"}
2026-07-13 07:13:53,558 INFO agent.tool_executor: tool search_files failed (0.04s): {"total_count": 0, "error": "Path not found: /app/open-sse/providers"}
2026-07-13 07:13:53,560 WARNING [20260713_071059_037b82] agent.tool_executor: Tool search_files returned error (0.04s): {"total_count": 0, "error": "Path not found: /app/open-sse/config"}
2026-07-13 07:13:53,566 WARNING [20260713_071059_037b82] agent.tool_executor: Tool search_files returned error (0.04s): {"total_count": 0, "error": "Path not found: /app/open-sse/providers"}
2026-07-13 07:13:53,572 WARNING [20260713_071059_037b82] agent.tool_executor: Tool search_files returned error (0.03s): {"total_count": 0, "error": "Path not found: /app/open-sse/services"}

[Tool loop warning: same_tool_failure_warning; count=3; search_files has failed 3 times this turn. This looks like a loop. Do not
2026-07-13 07:13:53,600 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5563 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:14:01,202 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5563 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:14:01,202 INFO [20260713_071059_037b82] agent.conversation_loop: API call #13: model=default provider=custom in=28280 out=403 total=28683 latency=7.6s cache=25600/28280 (91%)
2026-07-13 07:14:01,415 INFO [20260713_071059_037b82] agent.tool_executor: tool terminal completed (0.18s, 1131 chars)
2026-07-13 07:14:02,596 INFO [20260713_071059_037b82] agent.tool_executor: tool terminal completed (0.17s, 1131 chars)
2026-07-13 07:14:02,625 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5566 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:14:08,953 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5566 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:14:08,954 INFO [20260713_071059_037b82] agent.conversation_loop: API call #14: model=default provider=custom in=29251 out=310 total=29561 latency=6.3s cache=26112/29251 (89%)
2026-07-13 07:14:09,150 INFO [20260713_071059_037b82] agent.tool_executor: tool terminal completed (0.17s, 4099 chars)
2026-07-13 07:14:10,335 INFO [20260713_071059_037b82] agent.tool_executor: tool terminal completed (0.17s, 5478 chars)
2026-07-13 07:14:10,365 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5569 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:14:17,681 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5569 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:14:17,683 INFO [20260713_071059_037b82] agent.conversation_loop: API call #15: model=default provider=custom in=32063 out=257 total=32320 latency=7.3s cache=27136/32063 (85%)
2026-07-13 07:14:17,874 INFO [20260713_071059_037b82] agent.tool_executor: tool terminal completed (0.18s, 2895 chars)
2026-07-13 07:14:18,999 INFO [20260713_071059_037b82] agent.tool_executor: tool terminal completed (0.11s, 4609 chars)
2026-07-13 07:14:20,180 INFO [20260713_071059_037b82] agent.tool_executor: tool terminal completed (0.17s, 394 chars)
2026-07-13 07:14:20,207 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5573 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:14:28,091 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5573 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:14:28,091 INFO [20260713_071059_037b82] agent.conversation_loop: API call #16: model=default provider=custom in=34764 out=301 total=35065 latency=7.9s cache=29696/34764 (85%)
2026-07-13 07:14:28,276 INFO [20260713_071059_037b82] agent.tool_executor: tool terminal completed (0.17s, 4534 chars)
2026-07-13 07:14:29,459 INFO [20260713_071059_037b82] agent.tool_executor: tool terminal completed (0.17s, 2360 chars)
2026-07-13 07:14:30,646 INFO [20260713_071059_037b82] agent.tool_executor: tool terminal completed (0.18s, 3504 chars)
2026-07-13 07:14:30,680 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5577 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:14:38,410 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5577 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:14:38,411 INFO [20260713_071059_037b82] agent.conversation_loop: API call #17: model=default provider=custom in=38587 out=460 total=39047 latency=7.7s cache=32256/38587 (84%)
2026-07-13 07:14:38,686 INFO [20260713_071059_037b82] agent.tool_executor: tool terminal completed (0.26s, 552 chars)
2026-07-13 07:14:39,875 INFO [20260713_071059_037b82] agent.tool_executor: tool terminal completed (0.18s, 10555 chars)
2026-07-13 07:14:39,907 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5580 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:14:46,852 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5580 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:14:46,853 INFO [20260713_071059_037b82] agent.conversation_loop: API call #18: model=default provider=custom in=42116 out=388 total=42504 latency=7.0s cache=36352/42116 (86%)
2026-07-13 07:14:46,886 WARNING [20260713_071059_037b82] agent.tool_executor: Tool terminal returned error (0.02s): {"output": "/usr/bin/bash: line 2: cd: /opt/ai-os/products/ceo,: No such file or directory", "exit_code": 126, "error": null}
2026-07-13 07:14:48,072 INFO [20260713_071059_037b82] agent.tool_executor: tool terminal completed (0.18s, 1690 chars)
2026-07-13 07:14:49,302 INFO [20260713_071059_037b82] agent.tool_executor: tool terminal completed (0.17s, 489 chars)
2026-07-13 07:14:49,340 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5584 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:14:56,602 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5584 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:14:56,603 INFO [20260713_071059_037b82] agent.conversation_loop: API call #19: model=default provider=custom in=43071 out=91 total=43162 latency=7.3s
2026-07-13 07:14:56,796 INFO [20260713_071059_037b82] agent.tool_executor: tool terminal completed (0.18s, 15543 chars)
2026-07-13 07:14:56,833 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5586 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:15:03,775 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5586 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:15:03,776 INFO [20260713_071059_037b82] agent.conversation_loop: API call #20: model=default provider=custom in=47129 out=258 total=47387 latency=7.0s cache=16384/47129 (35%)
2026-07-13 07:15:03,972 INFO [20260713_071059_037b82] agent.tool_executor: tool terminal completed (0.18s, 18339 chars)
2026-07-13 07:15:05,157 INFO [20260713_071059_037b82] agent.tool_executor: tool terminal completed (0.17s, 8015 chars)
2026-07-13 07:15:06,347 INFO [20260713_071059_037b82] agent.tool_executor: tool terminal completed (0.18s, 12025 chars)
2026-07-13 07:15:06,403 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5590 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:15:11,188 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5590 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:15:11,191 INFO [20260713_071059_037b82] agent.conversation_loop: API call #21: model=default provider=custom in=71729 out=983 total=72712 latency=4.8s
2026-07-13 07:15:11,212 INFO [20260713_071059_037b82] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=21/50 budget=21/50 tool_turns=20 last_msg_role=assistant response_len=2300 session=20260713_071059_037b82
2026-07-13 07:15:11,234 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=async-delegate_0:140188483299008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:15:11,290 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:15:11,386 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 07:15:11,411 INFO [20260713_071059_037b82] agent.turn_context: conversation turn: session=20260713_071059_037b82 model=default provider=custom platform=subagent history=65 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-13 07:15:11,447 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5591 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:15:13,014 INFO gateway.run: Watch pattern notification — injecting for telegram chat=-1003707758328 thread=18
2026-07-13 07:15:13,030 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='[ASYNC DELEGATION BATCH COMPLETE — deleg_4ca13354] A background fan-out of 1 sub' reply_to_id=None reply_to_text=''
2026-07-13 07:15:13,143 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 07:15:13,220 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=161 msg='[NN Vo] [ASYNC DELEGATION BATCH COMPLETE — deleg_4ca13354] A background fan-out ...'
2026-07-13 07:15:13,270 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5592 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:15:14,701 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5591 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:15:14,703 INFO [20260713_071059_037b82] agent.conversation_loop: API call #1: model=default provider=custom in=65250 out=891 total=66141 latency=3.3s cache=8133/65250 (12%)
2026-07-13 07:15:14,720 WARNING [20260713_071059_037b82] agent.tool_executor: Tool skill_manage returned error (0.01s): {"success": false, "error": "Refusing background curator patch for skill 'claude-code-9router': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md
2026-07-13 07:15:15,741 INFO [20260713_071059_037b82] agent.tool_executor: tool skill_manage completed (0.02s, 217 chars)
2026-07-13 07:15:15,767 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5593 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:15:16,114 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5592 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:15:16,115 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1001: model=default provider=custom in=90141 out=681 total=90822 latency=2.9s cache=81290/90141 (90%)
2026-07-13 07:15:16,141 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=62 last_msg_role=assistant response_len=2023 session=20260710_094439_1cb443b1
2026-07-13 07:15:16,165 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=3.1s api_calls=1 response=2023 chars
2026-07-13 07:15:16,210 INFO gateway.platforms.base: [Telegram] Sending response (2001 chars) to -1003707758328
2026-07-13 07:15:16,764 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5593 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:15:16,772 INFO [20260713_071059_037b82] agent.conversation_loop: API call #2: model=default provider=custom in=66694 out=22 total=66716 latency=1.0s cache=60994/66694 (91%)
2026-07-13 07:15:16,839 INFO [20260713_071059_037b82] agent.tool_executor: tool skill_view completed (0.06s, 4321 chars)
2026-07-13 07:15:16,869 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5594 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:15:19,772 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5594 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:15:19,774 INFO [20260713_071059_037b82] agent.conversation_loop: API call #3: model=default provider=custom in=67612 out=548 total=68160 latency=2.9s
2026-07-13 07:15:19,814 INFO [20260713_071059_037b82] agent.tool_executor: tool skill_manage completed (0.03s, 539 chars)
2026-07-13 07:15:19,839 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5595 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:15:21,200 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5595 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:15:21,201 INFO [20260713_071059_037b82] agent.conversation_loop: API call #4: model=default provider=custom in=68317 out=130 total=68447 latency=1.4s
2026-07-13 07:15:21,210 INFO [20260713_071059_037b82] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/16 budget=4/16 tool_turns=23 last_msg_role=assistant response_len=549 session=20260713_071059_037b82
2026-07-13 07:15:21,217 INFO [20260713_071059_037b82] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:18:30,692 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (36 chars)
2026-07-13 07:18:30,705 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='bạn làm cho tôi chứ sao tôi làm được' reply_to_id=18 reply_to_text=''
2026-07-13 07:18:30,889 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 07:18:30,985 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=163 msg='[NN Vo] bạn làm cho tôi chứ sao tôi làm được'
2026-07-13 07:18:31,052 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5596 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:18:53,167 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5596 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:18:53,168 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1002: model=default provider=custom in=84881 out=1465 total=86346 latency=22.1s cache=80896/84881 (95%)
2026-07-13 07:18:53,364 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.17s, 90 chars)
2026-07-13 07:18:58,770 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (4.39s, 194 chars)
2026-07-13 07:18:58,812 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5599 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:19:21,549 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5599 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:19:21,551 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1003: model=default provider=custom in=85287 out=1224 total=86511 latency=22.8s cache=82432/85287 (97%)
2026-07-13 07:19:22,005 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.39s, 8047 chars)
2026-07-13 07:19:23,408 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.39s, 2031 chars)
2026-07-13 07:19:23,475 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5602 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:19:39,418 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5602 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:19:39,419 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1004: model=default provider=custom in=89418 out=723 total=90141 latency=16.0s
2026-07-13 07:19:40,440 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (1.00s, 15661 chars)
2026-07-13 07:19:40,489 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5604 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:19:54,410 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5604 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:19:54,411 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1005: model=default provider=custom in=91991 out=711 total=92702 latency=13.9s cache=87040/91991 (95%)
2026-07-13 07:19:56,019 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool terminal returned error (1.59s): {"output": "{\n  \"hasCompletedOnboarding\": true,\n  \"env\": {\n    \"ANTHROPIC_BASE_URL\": \"http://127.0.0.1:20128/v1\",\n    \"ANTHROPIC_AUTH_TOKEN\": \"sk-510...d02a\"\n  },\n  \"model\": \"sonn
2026-07-13 07:19:56,063 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5606 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:20:02,019 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5606 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:20:02,021 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1006: model=default provider=custom in=92473 out=305 total=92778 latency=6.0s cache=89600/92473 (97%)
2026-07-13 07:20:03,095 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (1.01s, 651 chars)
2026-07-13 07:20:03,167 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5608 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:20:36,708 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5608 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:20:36,711 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1007: model=default provider=custom in=92991 out=1645 total=94636 latency=33.6s cache=10240/92991 (11%)
2026-07-13 07:20:36,969 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool write_file completed (0.22s, 240 chars)
2026-07-13 07:20:37,017 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5616 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:20:45,792 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5616 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:20:45,793 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1008: model=default provider=custom in=109374 out=208 total=109582 latency=8.8s cache=7424/109374 (7%)
2026-07-13 07:20:45,817 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.01s, 157 chars)
2026-07-13 07:20:45,870 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5617 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:20:56,750 ERROR hermes_plugins.telegram_platform.adapter: [Telegram] Failed to send Telegram message: Timed out
2026-07-13 07:21:08,170 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5617 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:21:08,172 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1009: model=default provider=custom in=101835 out=33 total=101868 latency=22.3s
2026-07-13 07:21:08,186 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool process completed (0.00s, 525 chars)
2026-07-13 07:21:08,223 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5618 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:21:12,587 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5618 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:21:12,588 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1010: model=default provider=custom in=102125 out=531 total=102656 latency=4.4s cache=97568/102125 (96%)
2026-07-13 07:21:12,910 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[238784]
2026-07-13 07:21:14,584 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool terminal returned error (1.98s): {"output": "Host config updated\nThere's an issue with the selected model (claude-3-5-sonnet-20241022). It may not exist or you may not have access to it. Run --model to pick a different model.", "exi
2026-07-13 07:21:14,632 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5620 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:21:16,261 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5620 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:21:16,262 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1011: model=default provider=custom in=102734 out=176 total=102910 latency=1.6s cache=97566/102734 (95%)
2026-07-13 07:21:16,282 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool process completed (0.00s, 983 chars)
2026-07-13 07:21:16,330 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5621 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:22:07,592 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5621 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:22:07,594 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1012: model=default provider=custom in=103474 out=1983 total=105457 latency=51.3s cache=97566/103474 (94%)
2026-07-13 07:22:07,737 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool write_file completed (0.12s, 240 chars)
2026-07-13 07:22:07,773 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5627 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:22:11,829 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5627 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:22:11,830 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1013: model=default provider=custom in=105551 out=244 total=105795 latency=4.1s cache=97575/105551 (92%)
2026-07-13 07:22:11,854 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool terminal returned error (0.00s): {"output": "", "exit_code": -1, "error": "Foreground command uses '&' backgrounding. Use terminal(background=true) for long-lived processes, then run health checks and tests in follow-up terminal call
2026-07-13 07:22:11,918 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5628 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:22:32,637 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5628 (_call):140187061450432 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:22:32,637 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1014: model=default provider=custom in=105859 out=216 total=106075 latency=20.7s cache=65048/105859 (61%)
2026-07-13 07:22:32,664 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.01s, 157 chars)
2026-07-13 07:22:32,708 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5629 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:22:39,991 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=asyncio_5:124370081007296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:22:39,999 INFO tui_gateway.ws: ws closed peer=127.0.0.1:56094 reason=client_disconnect(code=1001,reason=) messages=1 parse_errors=0 dispatch_crashes=0 send_failures=0 reaped_sessions=1 detached_sessions=0
2026-07-13 07:22:42,503 INFO tui_gateway.ws: ws accepted peer=127.0.0.1:36990
2026-07-13 07:22:42,984 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=Thread-64 (_build):124370560214720 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:22:43,129 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 07:22:43,960 INFO hermes_cli.web_server: pty accepted peer=127.0.0.1 mode=loopback cred=token
2026-07-13 07:22:49,456 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5629 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:22:49,459 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1015: model=default provider=custom in=106138 out=72 total=106210 latency=16.8s cache=101633/106138 (96%)
2026-07-13 07:22:49,569 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.08s, 605 chars)
2026-07-13 07:22:49,621 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5631 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:23:06,721 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5631 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:23:06,722 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1016: model=default provider=custom in=106451 out=517 total=106968 latency=17.1s cache=101630/106451 (95%)
2026-07-13 07:23:17,852 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (11.00s, 67 chars)
2026-07-13 07:23:17,914 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5633 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:23:26,321 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5633 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:23:26,321 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1017: model=default provider=custom in=99650 out=452 total=100102 latency=8.4s cache=90112/99650 (90%)
2026-07-13 07:23:26,345 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=16/60 budget=16/60 tool_turns=77 last_msg_role=assistant response_len=1394 session=20260710_094439_1cb443b1
2026-07-13 07:23:26,406 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=295.7s api_calls=16 response=1394 chars
2026-07-13 07:23:26,409 INFO gateway.run: Watch pattern notification — injecting for telegram chat=-1003707758328 thread=18
2026-07-13 07:23:26,411 INFO gateway.run: Watch pattern notification — injecting for telegram chat=-1003707758328 thread=18
2026-07-13 07:23:26,415 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:23:26,467 INFO gateway.platforms.base: [Telegram] Sending response (1394 chars) to -1003707758328
2026-07-13 07:23:26,521 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 07:23:26,542 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=197 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-13 07:23:26,584 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5634 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:23:26,705 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='[IMPORTANT: Background process proc_6ed89fa3d531 matched watch pattern "listenin' reply_to_id=None reply_to_text=''
2026-07-13 07:23:26,816 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 07:23:26,890 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=197 msg='[NN Vo] [IMPORTANT: Background process proc_6ed89fa3d531 matched watch pattern "...'
2026-07-13 07:23:26,944 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5635 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:23:33,656 INFO gateway.run: Process proc_c25ffe928d8b finished — injecting agent notification for session agent:main:telegram:group:-1003707758328:12 chat=-1003707758328 thread=12
2026-07-13 07:23:33,669 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='[IMPORTANT: Background process proc_c25ffe928d8b completed normally (exit code 0' reply_to_id=None reply_to_text=''
2026-07-13 07:23:33,879 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 07:23:33,941 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=137 msg='[NN Vo] [IMPORTANT: Background process proc_c25ffe928d8b completed normally (exi...'
2026-07-13 07:23:33,989 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5636 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:23:36,402 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5635 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:23:36,404 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1018: model=default provider=custom in=100392 out=338 total=100730 latency=9.5s cache=97792/100392 (97%)
2026-07-13 07:23:36,427 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=77 last_msg_role=assistant response_len=528 session=20260710_094439_1cb443b1
2026-07-13 07:23:36,442 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=9.7s api_calls=1 response=528 chars
2026-07-13 07:23:36,478 INFO gateway.platforms.base: [Telegram] Sending response (528 chars) to -1003707758328
2026-07-13 07:24:18,797 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5636 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:24:18,798 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #72: model=default provider=custom in=61587 out=2959 total=64546 latency=44.8s cache=58368/61587 (95%)
2026-07-13 07:24:18,936 INFO [20260712_081412_654c5f58] agent.tool_executor: tool write_file completed (0.12s, 166 chars)
2026-07-13 07:24:18,978 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5644 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:24:21,346 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5634 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:24:21,348 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1: model=default provider=custom in=101207 out=3690 total=104897 latency=54.8s
2026-07-13 07:24:21,435 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.08s): {"success": false, "error": "Skill 'autonomous-ai-agents/claude-code' not found in active profile 'default'. Use skills_list() to see available skills."}
2026-07-13 07:24:21,476 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5645 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:24:24,899 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5644 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:24:24,900 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #73: model=default provider=custom in=63571 out=66 total=63637 latency=5.9s cache=59392/63571 (93%)
2026-07-13 07:24:24,932 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.02s, 149 chars)
2026-07-13 07:24:24,990 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5646 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:24:27,599 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5646 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:24:27,600 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #74: model=default provider=custom in=63696 out=71 total=63767 latency=2.6s cache=61440/63696 (96%)
2026-07-13 07:24:28,402 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.78s, 2356 chars)
2026-07-13 07:24:28,445 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5648 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:24:29,640 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5645 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:24:29,641 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #2: model=default provider=custom in=104754 out=56 total=104810 latency=8.2s cache=98816/104754 (94%)
2026-07-13 07:24:29,692 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skills_list completed (0.05s, 1229 chars)
2026-07-13 07:24:29,732 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5649 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:24:34,598 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5648 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:24:34,601 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #75: model=default provider=custom in=64520 out=264 total=64784 latency=6.2s cache=11776/64520 (18%)
2026-07-13 07:24:34,633 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/60 budget=4/60 tool_turns=64 last_msg_role=assistant response_len=841 session=20260712_081412_654c5f58
2026-07-13 07:24:34,681 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=61.0s api_calls=4 response=841 chars
2026-07-13 07:24:34,704 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5649 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:24:34,706 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:24:34,710 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #3: model=default provider=custom in=105101 out=210 total=105311 latency=5.0s cache=102400/105101 (97%)
2026-07-13 07:24:34,788 INFO gateway.platforms.base: [Telegram] Sending response (841 chars) to -1003707758328
2026-07-13 07:24:34,846 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.12s, 4547 chars)
2026-07-13 07:24:34,863 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 07:24:34,889 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=145 msg='Review the conversation above and consider saving to memory if appropriate.  Foc...'
2026-07-13 07:24:34,892 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5650 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:24:35,013 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5651 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:24:41,254 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5651 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:24:41,255 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=64714 out=74 total=64788 latency=6.3s
2026-07-13 07:24:41,262 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool memory returned error (0.00s): {"success": false, "error": "Memory at 1,241/1,375 chars. Adding this entry (229 chars) would exceed the limit. Consolidate now: use 'replace' to merge overlapping entries into shorter ones or 'remove
2026-07-13 07:24:41,298 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5652 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:24:46,481 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5652 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:24:46,481 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=65230 out=176 total=65406 latency=5.2s cache=62464/65230 (96%)
2026-07-13 07:24:46,490 INFO [20260712_081412_654c5f58] agent.tool_executor: tool memory completed (0.01s, 201 chars)
2026-07-13 07:24:46,531 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5653 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:24:47,978 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5653 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:24:47,979 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #3: model=default provider=custom in=70479 out=117 total=70596 latency=1.5s
2026-07-13 07:24:47,986 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/16 budget=3/16 tool_turns=66 last_msg_role=assistant response_len=368 session=20260712_081412_654c5f58
2026-07-13 07:24:47,992 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:24:58,943 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5650 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:24:58,944 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #4: model=default provider=custom in=106488 out=1537 total=108025 latency=24.1s cache=102912/106488 (97%)
2026-07-13 07:24:58,976 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.03s, 549 chars)
2026-07-13 07:24:59,030 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5654 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:25:01,257 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5654 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:25:01,258 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #5: model=default provider=custom in=116162 out=237 total=116399 latency=2.3s cache=12197/116162 (10%)
2026-07-13 07:25:01,263 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=5/16 budget=5/16 tool_turns=81 last_msg_role=assistant response_len=752 session=20260710_094439_1cb443b1
2026-07-13 07:25:01,267 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:25:03,061 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (37 chars)
2026-07-13 07:25:03,081 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='nếu nó là việc nên làm thì hãy làm đi' reply_to_id=18 reply_to_text=''
2026-07-13 07:25:03,201 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 07:25:03,280 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=199 msg='[NN Vo] nếu nó là việc nên làm thì hãy làm đi'
2026-07-13 07:25:03,339 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5655 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:25:04,892 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5655 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:25:04,893 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1019: model=default provider=custom in=107809 out=242 total=108051 latency=1.6s cache=85360/107809 (79%)
2026-07-13 07:25:04,911 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool write_file returned error (0.00s): {"error": "Refusing to write to sensitive system path: /etc/systemd/system/claude-bridge.service\nUse the terminal tool with sudo if you need to modify system files."}
2026-07-13 07:25:04,956 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5656 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:25:06,545 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5656 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:25:06,546 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1020: model=default provider=custom in=108293 out=293 total=108586 latency=1.6s cache=101613/108293 (94%)
2026-07-13 07:25:08,025 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (1.45s, 1331 chars)
2026-07-13 07:25:08,081 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5658 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:25:14,448 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5658 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:25:14,448 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1021: model=default provider=custom in=109107 out=84 total=109191 latency=6.4s cache=101617/109107 (93%)
2026-07-13 07:25:49,306 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (34.84s, 50 chars)
2026-07-13 07:25:49,358 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5660 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:25:53,178 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5660 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:25:53,179 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1022: model=default provider=custom in=109215 out=275 total=109490 latency=3.8s cache=101612/109215 (93%)
2026-07-13 07:25:53,208 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool memory returned error (0.00s): {"success": false, "error": "After applying all 1 operations, memory would be at 2,463/2,200 chars -- over the limit. Remove or shorten more entries in the same batch (see current_entries below), then
2026-07-13 07:25:53,255 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5661 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:25:57,606 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5661 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:25:57,607 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1023: model=default provider=custom in=110173 out=316 total=110489 latency=4.4s cache=105678/110173 (96%)
2026-07-13 07:25:57,624 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool memory completed (0.01s, 212 chars)
2026-07-13 07:25:57,671 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5662 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:25:59,798 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5662 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:25:59,799 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1024: model=default provider=custom in=110570 out=448 total=111018 latency=2.1s cache=105675/110570 (96%)
2026-07-13 07:25:59,818 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=6/60 budget=6/60 tool_turns=82 last_msg_role=assistant response_len=1407 session=20260710_094439_1cb443b1
2026-07-13 07:25:59,855 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=56.8s api_calls=6 response=1790 chars
2026-07-13 07:25:59,878 INFO gateway.platforms.base: [Telegram] Sending response (1790 chars) to -1003707758328
2026-07-13 07:27:52,261 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (404 chars)
2026-07-13 07:27:52,284 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='đoạn cuối thông báo v là sao "⚠️ File-mutation verifier: 1 file(s) were NOT modi' reply_to_id=18 reply_to_text=''
2026-07-13 07:27:52,402 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 07:27:52,474 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=211 msg='[NN Vo] đoạn cuối thông báo v là sao "⚠️ File-mutation verifier: 1 file(s) were ...'
2026-07-13 07:27:52,534 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5663 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:28:00,480 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5663 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:28:00,481 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1025: model=default provider=custom in=103381 out=451 total=103832 latency=8.0s cache=98304/103381 (95%)
2026-07-13 07:28:00,508 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=82 last_msg_role=assistant response_len=647 session=20260710_094439_1cb443b1
2026-07-13 07:28:00,522 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=8.2s api_calls=1 response=647 chars
2026-07-13 07:28:00,555 INFO gateway.platforms.base: [Telegram] Sending response (647 chars) to -1003707758328
2026-07-13 07:29:25,375 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (227 chars)
2026-07-13 07:29:25,388 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='Hãy giải thích với người non-tech cách hướng dẫn giao tiếp với cli và sử dụng cl' reply_to_id=18 reply_to_text=''
2026-07-13 07:29:25,574 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 07:29:25,650 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=213 msg='[NN Vo] Hãy giải thích với người non-tech cách hướng dẫn giao tiếp với cli và sử...'
2026-07-13 07:29:25,722 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5664 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:29:57,266 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5664 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:29:57,268 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1026: model=default provider=custom in=103631 out=1503 total=105134 latency=31.6s cache=90624/103631 (87%)
2026-07-13 07:29:57,292 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=82 last_msg_role=assistant response_len=4729 session=20260710_094439_1cb443b1
2026-07-13 07:29:57,317 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=31.9s api_calls=1 response=4729 chars
2026-07-13 07:29:57,341 INFO gateway.platforms.base: [Telegram] Sending response (4729 chars) to -1003707758328
2026-07-13 07:30:04,803 INFO gateway.run: Process proc_09198b579bd3 finished — injecting agent notification for session agent:main:telegram:group:-1003707758328:12 chat=-1003707758328 thread=12
2026-07-13 07:30:04,814 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='[IMPORTANT: Background process proc_09198b579bd3 completed normally (exit code 0' reply_to_id=None reply_to_text=''
2026-07-13 07:30:04,934 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 07:30:05,006 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=145 msg='[NN Vo] [IMPORTANT: Background process proc_09198b579bd3 completed normally (exi...'
2026-07-13 07:30:05,064 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5665 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:30:06,452 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5665 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:30:06,454 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #76: model=default provider=custom in=70020 out=118 total=70138 latency=1.4s cache=12177/70020 (17%)
2026-07-13 07:30:06,523 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.04s, 51 chars)
2026-07-13 07:30:06,563 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5667 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:30:08,163 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5667 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:30:08,163 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #77: model=default provider=custom in=70351 out=266 total=70617 latency=1.6s cache=64941/70351 (92%)
2026-07-13 07:30:08,192 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=65 last_msg_role=assistant response_len=860 session=20260712_081412_654c5f58
2026-07-13 07:30:08,221 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=3.4s api_calls=2 response=860 chars
2026-07-13 07:30:08,266 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:30:08,288 INFO gateway.platforms.base: [Telegram] Sending response (860 chars) to -1003707758328
2026-07-13 07:30:08,383 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 07:30:08,419 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=149 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-13 07:30:08,467 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5668 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:30:54,419 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5668 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:30:54,420 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=71598 out=1965 total=73563 latency=46.0s
2026-07-13 07:30:54,490 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_manage completed (0.06s, 537 chars)
2026-07-13 07:30:54,524 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5669 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:31:13,926 INFO gateway.run: kanban dispatcher [nv-office]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-13 07:31:15,164 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5669 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:31:15,165 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=72620 out=623 total=73243 latency=20.7s
2026-07-13 07:31:15,191 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_manage completed (0.02s, 187 chars)
2026-07-13 07:31:15,223 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5670 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:31:17,053 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5670 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:31:17,055 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #3: model=default provider=custom in=73312 out=172 total=73484 latency=1.8s cache=69010/73312 (94%)
2026-07-13 07:31:17,061 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/16 budget=3/16 tool_turns=67 last_msg_role=assistant response_len=629 session=20260712_081412_654c5f58
2026-07-13 07:31:17,064 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:32:00,075 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (196 chars)
2026-07-13 07:32:00,091 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='xuất sắc tôi rất thích việc bạn chủ động update khi xong này, tôi cũng đã unbloc' reply_to_id=12 reply_to_text=''
2026-07-13 07:32:00,221 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 07:32:00,293 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=149 msg='[NN Vo] xuất sắc tôi rất thích việc bạn chủ động update khi xong này, tôi cũng đ...'
2026-07-13 07:32:00,334 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5671 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:32:01,688 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5671 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:32:01,689 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #78: model=default provider=custom in=70616 out=33 total=70649 latency=1.4s
2026-07-13 07:32:02,287 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.58s, 3792 chars)
2026-07-13 07:32:02,325 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5673 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:32:03,970 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5673 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:32:03,971 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #79: model=default provider=custom in=72337 out=40 total=72377 latency=1.7s cache=64948/72337 (90%)
2026-07-13 07:32:04,584 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.59s, 3986 chars)
2026-07-13 07:32:04,634 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5675 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:33:25,487 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5675 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:33:25,489 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #80: model=default provider=custom in=73666 out=163 total=73829 latency=80.9s cache=69013/73666 (94%)
2026-07-13 07:33:25,557 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.04s, 271 chars)
2026-07-13 07:33:25,614 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5677 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:33:43,290 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5677 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:33:43,291 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #81: model=default provider=custom in=73957 out=435 total=74392 latency=17.7s cache=69010/73957 (93%)
2026-07-13 07:33:43,441 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.12s, 1147 chars)
2026-07-13 07:33:43,487 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5679 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:33:44,545 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5679 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:33:44,546 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #82: model=default provider=custom in=74962 out=135 total=75097 latency=1.1s cache=69013/74962 (92%)
2026-07-13 07:33:44,635 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.08s, 86 chars)
2026-07-13 07:33:44,674 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5681 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:34:03,788 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5681 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:34:03,791 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #83: model=default provider=custom in=75131 out=80 total=75211 latency=19.1s cache=12178/75131 (16%)
2026-07-13 07:34:03,858 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.04s, 3458 chars)
2026-07-13 07:34:03,909 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5683 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:34:29,411 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5683 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:34:29,412 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #84: model=default provider=custom in=76195 out=962 total=77157 latency=25.5s
2026-07-13 07:34:29,491 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool terminal returned error (0.00s): {"output": "", "exit_code": -1, "error": "Foreground command uses '&' backgrounding. Use terminal(background=true) for long-lived processes, then run health checks and tests in follow-up terminal call
2026-07-13 07:34:29,538 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5684 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:34:46,273 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5684 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:34:46,274 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #85: model=default provider=custom in=77221 out=28 total=77249 latency=16.8s
2026-07-13 07:34:46,328 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool terminal returned error (0.04s): {"output": "cat: /tmp/plan_grouping.md: No such file or directory", "exit_code": 1, "error": null}
2026-07-13 07:34:46,368 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5686 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:34:59,357 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (129 chars)
2026-07-13 07:34:59,378 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tốt, lưu vào company_kb Ngoài ra làm sao để đảm bảo bạn ko gọi claude cli sai mụ' reply_to_id=18 reply_to_text=''
2026-07-13 07:34:59,500 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 07:34:59,593 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=215 msg='[NN Vo] tốt, lưu vào company_kb Ngoài ra làm sao để đảm bảo bạn ko gọi claude cl...'
2026-07-13 07:34:59,657 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5687 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:35:03,670 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5686 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:35:03,671 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #86: model=default provider=custom in=77289 out=891 total=78180 latency=17.3s cache=73069/77289 (95%)
2026-07-13 07:35:03,822 INFO [20260712_081412_654c5f58] agent.tool_executor: tool write_file completed (0.13s, 201 chars)
2026-07-13 07:35:03,857 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5694 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:35:12,520 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5687 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:35:12,521 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1027: model=default provider=custom in=105080 out=80 total=105160 latency=12.9s cache=100864/105080 (96%)
2026-07-13 07:35:12,618 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.08s, 4927 chars)
2026-07-13 07:35:12,680 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5695 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:35:16,109 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5694 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:35:16,110 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #87: model=default provider=custom in=73078 out=444 total=73522 latency=12.3s cache=62464/73078 (85%)
2026-07-13 07:35:16,129 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=10/60 budget=10/60 tool_turns=74 last_msg_role=assistant response_len=1381 session=20260712_081412_654c5f58
2026-07-13 07:35:16,157 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=196.1s api_calls=10 response=1381 chars
2026-07-13 07:35:16,200 INFO gateway.platforms.base: [Telegram] Sending response (1381 chars) to -1003707758328
2026-07-13 07:35:18,900 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5695 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:35:18,901 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1028: model=default provider=custom in=106521 out=252 total=106773 latency=6.2s cache=102912/106521 (97%)
2026-07-13 07:35:19,040 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.12s, 243 chars)
2026-07-13 07:35:19,088 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5697 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:35:24,750 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5697 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:35:24,752 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1029: model=default provider=custom in=106864 out=57 total=106921 latency=5.7s cache=104448/106864 (98%)
2026-07-13 07:35:24,847 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool read_file completed (0.07s, 1191 chars)
2026-07-13 07:35:24,912 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5702 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:35:32,313 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5702 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:35:32,314 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1030: model=default provider=custom in=107308 out=384 total=107692 latency=7.4s cache=104448/107308 (97%)
2026-07-13 07:35:32,334 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/60 budget=4/60 tool_turns=85 last_msg_role=assistant response_len=1308 session=20260710_094439_1cb443b1
2026-07-13 07:35:32,362 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=33.0s api_calls=4 response=1308 chars
2026-07-13 07:35:32,391 INFO gateway.platforms.base: [Telegram] Sending response (1308 chars) to -1003707758328
2026-07-13 07:36:38,716 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (175 chars)
2026-07-13 07:36:38,726 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='agree, nhưng cần phân subtask cho task lớn t_7b2916a2 này vì nó sẽ có rất nhiều ' reply_to_id=12 reply_to_text=''
2026-07-13 07:36:38,838 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 07:36:38,899 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=169 msg='[NN Vo] agree, nhưng cần phân subtask cho task lớn t_7b2916a2 này vì nó sẽ có rấ...'
2026-07-13 07:36:38,945 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5703 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:36:56,697 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5703 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:36:56,698 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #88: model=default provider=custom in=73581 out=683 total=74264 latency=17.8s cache=61440/73581 (83%)
2026-07-13 07:36:57,302 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.58s, 89 chars)
2026-07-13 07:36:57,347 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5705 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:37:01,307 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5705 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:37:01,308 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #89: model=default provider=custom in=73791 out=93 total=73884 latency=4.0s cache=71168/73791 (96%)
2026-07-13 07:37:02,504 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (1.18s, 4500 chars)
2026-07-13 07:37:02,553 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5707 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:37:15,009 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (27 chars)
2026-07-13 07:37:15,021 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='đồng ý hay update agents.md' reply_to_id=18 reply_to_text=''
2026-07-13 07:37:15,140 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 07:37:15,209 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=223 msg='[NN Vo] đồng ý hay update agents.md'
2026-07-13 07:37:15,267 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5708 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:37:18,458 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5707 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:37:18,458 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #90: model=default provider=custom in=75495 out=1001 total=76496 latency=15.9s cache=71680/75495 (95%)
2026-07-13 07:37:19,059 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.58s, 89 chars)
2026-07-13 07:37:20,854 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.79s, 89 chars)
2026-07-13 07:37:22,650 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.78s, 89 chars)
2026-07-13 07:37:22,693 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5712 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:37:29,379 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5712 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:37:29,381 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #91: model=default provider=custom in=76114 out=111 total=76225 latency=6.7s cache=73216/76114 (96%)
2026-07-13 07:37:30,696 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5708 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:37:30,697 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1031: model=default provider=custom in=107708 out=310 total=108018 latency=15.4s cache=105472/107708 (98%)
2026-07-13 07:37:34,140 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool read_file completed (0.08s, 12394 chars)
2026-07-13 07:37:34,209 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5718 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:37:35,654 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (1.62s, 2002 chars)
2026-07-13 07:37:35,701 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5719 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:37:41,884 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5719 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:37:41,885 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #92: model=default provider=custom in=76945 out=319 total=77264 latency=6.2s cache=73728/76945 (96%)
2026-07-13 07:37:41,908 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=5/60 budget=5/60 tool_turns=78 last_msg_role=assistant response_len=835 session=20260712_081412_654c5f58
2026-07-13 07:37:41,930 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=63.2s api_calls=5 response=835 chars
2026-07-13 07:37:41,981 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:37:41,985 INFO gateway.platforms.base: [Telegram] Sending response (835 chars) to -1003707758328
2026-07-13 07:37:42,079 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 07:37:42,111 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=181 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-13 07:37:42,154 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5720 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:37:55,406 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5720 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:37:55,406 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=78369 out=733 total=79102 latency=13.3s cache=11776/78369 (15%)
2026-07-13 07:37:55,417 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.01s): {"success": false, "error": "Refusing background curator patch for bundled skill 'hermes-agent'."}
2026-07-13 07:37:55,462 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5721 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:37:59,394 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5718 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:37:59,395 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1032: model=default provider=custom in=111284 out=1669 total=112953 latency=25.2s cache=105472/111284 (95%)
2026-07-13 07:37:59,606 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool patch completed (0.19s, 4229 chars)
2026-07-13 07:37:59,657 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5730 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:38:07,841 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (56 chars)
2026-07-13 07:38:07,856 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='ok cứ làm đủ 4 subtask tôi review ở cuối cho parent task' reply_to_id=12 reply_to_text=''
2026-07-13 07:38:07,979 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 07:38:08,080 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=181 msg='[NN Vo] ok cứ làm đủ 4 subtask tôi review ở cuối cho parent task'
2026-07-13 07:38:08,149 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5731 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:38:10,050 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5730 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:38:10,053 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1033: model=default provider=custom in=113939 out=595 total=114534 latency=10.4s cache=109056/113939 (96%)
2026-07-13 07:38:10,084 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=3/60 tool_turns=87 last_msg_role=assistant response_len=1523 session=20260710_094439_1cb443b1
2026-07-13 07:38:10,119 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=55.1s api_calls=3 response=1523 chars
2026-07-13 07:38:10,154 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:38:10,171 INFO gateway.platforms.base: [Telegram] Sending response (1523 chars) to -1003707758328
2026-07-13 07:38:10,251 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 07:38:10,273 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=229 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-13 07:38:10,326 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5732 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:38:11,873 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5721 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:38:11,874 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=78981 out=993 total=79974 latency=16.4s cache=76288/78981 (97%)
2026-07-13 07:38:11,966 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_manage completed (0.09s, 577 chars)
2026-07-13 07:38:12,011 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5733 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:38:15,007 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5731 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:38:15,009 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #93: model=default provider=custom in=77289 out=54 total=77343 latency=6.9s cache=10240/77289 (13%)
2026-07-13 07:38:15,096 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_view completed (0.07s, 44882 chars)
2026-07-13 07:38:15,154 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5734 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:38:23,047 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5733 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:38:23,048 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #3: model=default provider=custom in=80030 out=399 total=80429 latency=11.1s cache=62464/80030 (78%)
2026-07-13 07:38:23,081 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_manage completed (0.03s, 237 chars)
2026-07-13 07:38:23,123 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5735 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:38:26,711 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5735 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:38:26,712 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #4: model=default provider=custom in=86601 out=380 total=86981 latency=3.6s cache=12177/86601 (14%)
2026-07-13 07:38:26,719 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/16 budget=4/16 tool_turns=81 last_msg_role=assistant response_len=661 session=20260712_081412_654c5f58
2026-07-13 07:38:26,723 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:38:32,368 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5734 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:38:32,369 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #94: model=default provider=custom in=103575 out=1492 total=105067 latency=17.2s cache=56704/103575 (55%)
2026-07-13 07:38:33,579 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (1.19s, 778 chars)
2026-07-13 07:38:33,638 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5737 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:38:35,065 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5732 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:38:35,067 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1: model=default provider=custom in=115496 out=776 total=116272 latency=24.8s
2026-07-13 07:38:35,076 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.01s): {"success": false, "error": "Refusing background curator patch for bundled skill 'claude-code'."}
2026-07-13 07:38:35,861 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5737 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:38:35,862 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #95: model=default provider=custom in=95624 out=297 total=95921 latency=2.2s cache=65008/95624 (68%)
2026-07-13 07:38:35,881 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5738 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:38:38,061 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5738 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:38:38,070 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #2: model=default provider=custom in=123914 out=300 total=124214 latency=3.0s cache=101632/123914 (82%)
2026-07-13 07:38:38,083 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.00s): {"success": false, "error": "Refusing background curator patch for bundled skill 'claude-code'."}
2026-07-13 07:38:38,148 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5740 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:38:38,190 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (2.30s, 994 chars)
2026-07-13 07:38:38,312 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5741 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:38:40,258 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5740 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:38:40,259 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #3: model=default provider=custom in=124436 out=342 total=124778 latency=2.1s cache=117887/124436 (95%)
2026-07-13 07:38:40,308 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.05s, 605 chars)
2026-07-13 07:38:40,360 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5742 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:38:58,980 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5741 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:38:58,981 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #96: model=default provider=custom in=95875 out=284 total=96159 latency=20.7s cache=73137/95875 (76%)
2026-07-13 07:39:01,028 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5742 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:39:01,031 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #4: model=default provider=custom in=124813 out=1627 total=126440 latency=20.7s
2026-07-13 07:39:01,057 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.02s, 231 chars)
2026-07-13 07:39:01,107 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5744 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:39:01,405 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (2.40s, 183 chars)
2026-07-13 07:39:01,461 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5745 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:39:02,849 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5744 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:39:02,850 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #5: model=default provider=custom in=126521 out=158 total=126679 latency=1.8s cache=121962/126521 (96%)
2026-07-13 07:39:02,855 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=5/16 budget=5/16 tool_turns=91 last_msg_role=assistant response_len=598 session=20260710_094439_1cb443b1
2026-07-13 07:39:02,859 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:39:03,257 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5745 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:39:03,260 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #97: model=default provider=custom in=96273 out=284 total=96557 latency=1.8s cache=89387/96273 (93%)
2026-07-13 07:39:03,289 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool terminal returned error (0.00s): {"output": "", "exit_code": -1, "error": "Foreground command uses '&' backgrounding. Use terminal(background=true) for long-lived processes, then run health checks and tests in follow-up terminal call
2026-07-13 07:39:03,343 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5746 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:39:04,924 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5746 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:39:04,925 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #98: model=default provider=custom in=96621 out=145 total=96766 latency=1.6s cache=89384/96621 (93%)
2026-07-13 07:39:08,125 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (3.18s, 1142 chars)
2026-07-13 07:39:08,175 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5748 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:39:14,933 INFO gateway.run: kanban dispatcher [nv-office]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-13 07:40:13,485 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5748 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:40:13,488 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #99: model=default provider=custom in=97267 out=99 total=97366 latency=65.3s cache=89383/97267 (92%)
2026-07-13 07:40:15,082 INFO gateway.run: kanban dispatcher [nv-office]: spawned=2 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-13 07:40:15,144 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (1.58s, 1468 chars)
2026-07-13 07:40:15,219 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5750 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:40:34,114 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5750 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:40:34,116 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #100: model=default provider=custom in=98080 out=73 total=98153 latency=18.9s cache=73074/98080 (75%)
2026-07-13 07:40:35,313 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (1.18s, 405 chars)
2026-07-13 07:40:35,360 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5752 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:40:41,074 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5752 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:40:41,075 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #101: model=default provider=custom in=92234 out=95 total=92329 latency=5.7s cache=74752/92234 (81%)
2026-07-13 07:40:41,687 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.58s, 3792 chars)
2026-07-13 07:40:41,742 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5754 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:40:53,458 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5754 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:40:53,460 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #102: model=default provider=custom in=93695 out=622 total=94317 latency=11.7s cache=90112/93695 (96%)
2026-07-13 07:40:55,065 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (1.58s, 3506 chars)
2026-07-13 07:40:55,129 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5756 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:41:03,239 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5756 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 07:41:03,240 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #103: model=default provider=custom in=95238 out=244 total=95482 latency=8.1s cache=74752/95238 (78%)
2026-07-13 07:41:03,259 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=11/60 budget=11/60 tool_turns=88 last_msg_role=assistant response_len=652 session=20260712_081412_654c5f58
2026-07-13 07:41:03,269 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=175.4s api_calls=11 response=652 chars
2026-07-13 07:41:03,301 INFO gateway.platforms.base: [Telegram] Sending response (652 chars) to -1003707758328
2026-07-13 07:41:15,155 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[242211]
2026-07-13 07:42:15,238 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[242461]
2026-07-13 07:43:15,324 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[242460]
2026-07-13 07:47:34,033 INFO gateway.run: Image cache cleanup: removed 2 stale file(s)
2026-07-13 08:19:20,597 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (15 chars)
2026-07-13 08:19:20,614 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='update progress' reply_to_id=12 reply_to_text=''
2026-07-13 08:19:20,943 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 08:19:21,021 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=203 msg='[NN Vo] update progress'
2026-07-13 08:19:21,101 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5757 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 08:19:36,549 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5757 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 08:19:36,550 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #104: model=default provider=custom in=95494 out=500 total=95994 latency=15.5s
2026-07-13 08:19:37,965 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (1.38s, 1382 chars)
2026-07-13 08:19:39,756 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.78s, 2246 chars)
2026-07-13 08:19:41,555 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.78s, 1947 chars)
2026-07-13 08:19:43,352 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.78s, 952 chars)
2026-07-13 08:19:44,938 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.58s, 3792 chars)
2026-07-13 08:19:44,982 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5763 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 08:19:57,551 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5763 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 08:19:57,552 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #105: model=default provider=custom in=99694 out=746 total=100440 latency=12.6s cache=93184/99694 (93%)
2026-07-13 08:19:57,580 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=89 last_msg_role=assistant response_len=912 session=20260712_081412_654c5f58
2026-07-13 08:19:57,616 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=37.0s api_calls=2 response=912 chars
2026-07-13 08:19:57,654 INFO gateway.platforms.base: [Telegram] Sending response (912 chars) to -1003707758328
2026-07-13 08:21:55,331 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (2 chars)
2026-07-13 08:21:55,343 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='ok' reply_to_id=12 reply_to_text=''
2026-07-13 08:21:55,460 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 08:21:55,524 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=211 msg='[NN Vo] ok'
2026-07-13 08:21:55,583 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5764 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 08:22:07,348 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5764 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 08:22:07,350 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #106: model=default provider=custom in=100039 out=401 total=100440 latency=11.8s cache=97280/100039 (97%)
2026-07-13 08:22:07,951 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.58s, 2246 chars)
2026-07-13 08:22:07,997 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5766 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 08:22:17,962 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5766 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 08:22:17,962 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #107: model=default provider=custom in=100972 out=414 total=101386 latency=10.0s cache=97792/100972 (97%)
2026-07-13 08:22:19,768 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (1.78s, 2867 chars)
2026-07-13 08:22:19,819 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5768 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 08:22:25,944 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5768 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 08:22:25,945 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #108: model=default provider=custom in=102248 out=117 total=102365 latency=6.1s cache=98816/102248 (97%)
2026-07-13 08:22:27,144 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (1.18s, 2916 chars)
2026-07-13 08:22:27,203 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5770 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 08:22:37,768 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5770 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 08:22:37,769 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #109: model=default provider=custom in=103428 out=244 total=103672 latency=10.6s
2026-07-13 08:22:37,807 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/60 budget=4/60 tool_turns=92 last_msg_role=assistant response_len=693 session=20260712_081412_654c5f58
2026-07-13 08:22:37,849 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=42.5s api_calls=4 response=693 chars
2026-07-13 08:22:37,891 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 08:22:37,917 INFO gateway.platforms.base: [Telegram] Sending response (693 chars) to -1003707758328
2026-07-13 08:22:37,986 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 08:22:38,016 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=219 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-13 08:22:38,066 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5771 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 08:23:03,273 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5771 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 08:23:03,273 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=104777 out=1054 total=105831 latency=25.2s
2026-07-13 08:23:03,403 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.13s): {"success": false, "error": "Refusing background curator patch for skill 'hermes-kanban': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, or s
2026-07-13 08:23:03,451 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5772 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 08:23:08,584 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5772 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 08:23:08,586 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=105809 out=26 total=105835 latency=5.2s cache=62464/105809 (59%)
2026-07-13 08:23:08,781 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_view completed (0.19s, 44882 chars)
2026-07-13 08:23:08,825 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5773 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 08:23:19,025 INFO gateway.run: kanban dispatcher [nv-office]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-13 08:23:22,882 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5773 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 08:23:22,884 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #3: model=default provider=custom in=135412 out=1266 total=136678 latency=14.1s cache=3968/135412 (3%)
2026-07-13 08:23:22,959 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_manage completed (0.07s, 529 chars)
2026-07-13 08:23:23,013 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5774 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 08:23:25,720 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5774 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 08:23:25,722 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #4: model=default provider=custom in=131344 out=629 total=131973 latency=2.7s
2026-07-13 08:23:25,746 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.02s): {"success": false, "error": "old_string and new_string are identical", "file_preview": "---\nname: hermes-kanban\ntitle: Hermes Kanban — Setup & Task Architecture\ndescription: Configure and organize 
2026-07-13 08:23:25,791 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5775 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 08:23:35,106 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5775 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 08:23:35,107 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #5: model=default provider=custom in=128252 out=1774 total=130026 latency=9.3s
2026-07-13 08:23:35,143 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_manage completed (0.03s, 529 chars)
2026-07-13 08:23:35,187 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5776 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 08:23:55,562 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5776 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 08:23:55,564 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #6: model=default provider=custom in=129443 out=368 total=129811 latency=20.4s
2026-07-13 08:23:55,571 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=6/16 budget=6/16 tool_turns=97 last_msg_role=assistant response_len=1287 session=20260712_081412_654c5f58
2026-07-13 08:23:55,577 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 08:28:19,469 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[250855]
2026-07-13 08:28:19,525 INFO gateway.run: kanban dispatcher [nv-office]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-13 08:30:19,710 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[251960]
2026-07-13 09:01:30,561 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (42 chars)
2026-07-13 09:01:30,588 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='update tiếp đi, sao ko chủ động update nhỉ' reply_to_id=12 reply_to_text=''
2026-07-13 09:01:30,796 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 09:01:30,875 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=219 msg='[NN Vo] update tiếp đi, sao ko chủ động update nhỉ'
2026-07-13 09:01:30,955 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5777 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:01:36,388 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5777 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:01:36,389 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #110: model=default provider=custom in=115288 out=446 total=115734 latency=5.5s
2026-07-13 09:01:37,207 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.79s, 3621 chars)
2026-07-13 09:01:39,009 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.78s, 1947 chars)
2026-07-13 09:01:40,804 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.78s, 2656 chars)
2026-07-13 09:01:40,857 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5781 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:02:00,652 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5781 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:02:00,654 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #111: model=default provider=custom in=115339 out=139 total=115478 latency=19.8s
2026-07-13 09:02:00,733 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.05s, 18750 chars)
2026-07-13 09:02:00,831 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5783 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:02:03,528 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5783 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:02:03,530 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #112: model=default provider=custom in=119610 out=331 total=119941 latency=2.7s cache=109744/119610 (92%)
2026-07-13 09:02:03,589 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool terminal returned error (0.03s): {"output": "", "exit_code": 1, "error": null}
2026-07-13 09:02:03,658 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5785 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:02:38,325 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:1 (217 chars)
2026-07-13 09:02:38,339 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tôi muốn đổi http://100.71.157.103:9120/files/ sẽ truy cập vào / luôn chứ ko phả' reply_to_id=None reply_to_text=''
2026-07-13 09:02:38,969 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_0:140188953245376 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:02:39,080 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 09:02:39,102 INFO [20260713_090238_3402e480] agent.turn_context: conversation turn: session=20260713_090238_3402e480 model=default provider=custom platform=telegram history=0 msg='[NN Vo] tôi muốn đổi http://100.71.157.103:9120/files/ sẽ truy cập vào / luôn ch...'
2026-07-13 09:02:39,269 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5786 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:02:51,267 INFO gateway.run: Invalidated run generation for agent:main:telegram:group:-1003707758328:1 → 4 (stop_command)
2026-07-13 09:02:51,271 INFO [20260713_090238_3402e480] run_agent: OpenAI client aborted (stream_interrupt_abort, shared=False, tcp_force_closed=0, deferred_close=stranger_thread) thread=hermes-gateway_0:140188953245376 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:02:51,273 INFO [20260713_090238_3402e480] agent.conversation_loop: Turn ended: reason=interrupted_during_api_call model=default api_calls=1/60 budget=1/60 tool_turns=0 last_msg_role=user response_len=66 session=20260713_090238_3402e480
2026-07-13 09:02:51,281 INFO run_agent: OpenAI client closed (cache_evict, shared=True, tcp_force_closed=0) thread=agent-evict-agent:main:telegram:grou:140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:02:51,284 INFO gateway.run: STOP for session agent:main:telegram:group:-1003707758328:1 — agent interrupted, session lock released
2026-07-13 09:02:51,290 INFO gateway.platforms.base: [Telegram] Sending command '/stop' response (41 chars) to -1003707758328
2026-07-13 09:02:51,302 INFO gateway.run: Ignoring control interrupt message for session agent:main:telegram:group:-1003707758328:1: Stop requested
2026-07-13 09:02:51,303 INFO gateway.run: Discarding stale agent result for agent:main:telegram:group:-1003707758328:1 — generation 3 is no longer current
2026-07-13 09:02:51,316 INFO agent.auxiliary_client: Auxiliary title_generation: using auto (default) at http://localhost:20128/v1/
2026-07-13 09:02:56,185 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (217 chars)
2026-07-13 09:02:56,198 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tôi muốn đổi http://100.71.157.103:9120/files/ sẽ truy cập vào / luôn chứ ko phả' reply_to_id=18 reply_to_text=''
2026-07-13 09:02:56,430 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 09:02:56,502 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=229 msg='[NN Vo] tôi muốn đổi http://100.71.157.103:9120/files/ sẽ truy cập vào / luôn ch...'
2026-07-13 09:02:56,517 INFO [20260710_094439_1cb443b1] agent.turn_context: Preflight compression: ~130,163 tokens >= 128,000 threshold (model default, ctx 256,000)
2026-07-13 09:02:56,518 INFO [20260710_094439_1cb443b1] agent.conversation_compression: context compression started: session=20260710_094439_1cb443b1 messages=230 tokens=~130,163 model=default focus=None
2026-07-13 09:02:56,566 INFO [20260710_094439_1cb443b1] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-13 09:03:12,638 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5786 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:03:13,821 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5785 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:03:13,823 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #113: model=default provider=custom in=119964 out=1990 total=121954 latency=70.2s cache=113806/119964 (95%)
2026-07-13 09:03:14,197 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.34s, 233 chars)
2026-07-13 09:03:14,262 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5788 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:03:36,627 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5788 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:03:36,629 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #114: model=default provider=custom in=122038 out=102 total=122140 latency=22.4s
2026-07-13 09:03:36,684 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.04s, 5239 chars)
2026-07-13 09:03:36,743 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5790 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:03:55,924 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5790 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:03:55,925 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #115: model=default provider=custom in=123494 out=1822 total=125316 latency=19.2s cache=117885/123494 (95%)
2026-07-13 09:03:55,953 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool terminal returned error (0.00s): {"output": "", "exit_code": -1, "error": "Foreground command uses '&' backgrounding. Use terminal(background=true) for long-lived processes, then run health checks and tests in follow-up terminal call
2026-07-13 09:03:56,015 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5791 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:04:12,080 INFO [20260710_094439_1cb443b1] agent.conversation_compression: context compression done: session=20260710_094439_1cb443b1 messages=230->103 rough_tokens=~66,773 awaiting_real_usage=true
2026-07-13 09:04:12,093 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260710_094439_1cb443b1)
2026-07-13 09:04:12,123 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5792 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:04:14,331 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5791 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:04:14,331 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #116: model=default provider=custom in=125380 out=32 total=125412 latency=18.3s
2026-07-13 09:04:14,430 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool terminal returned error (0.08s): {"output": "python3: can't open file '/tmp/cleanup_format.py': [Errno 2] No such file or directory", "exit_code": 2, "error": null}
2026-07-13 09:04:14,481 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5794 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:04:34,367 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5792 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:04:34,367 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1034: model=default provider=custom in=60471 out=431 total=60902 latency=22.3s
2026-07-13 09:04:34,510 INFO agent.tool_executor: tool read_file completed (0.12s, 5337 chars)
2026-07-13 09:04:34,566 INFO agent.tool_executor: tool search_files completed (0.18s, 2569 chars)
2026-07-13 09:04:34,578 INFO agent.tool_executor: tool search_files completed (0.19s, 3031 chars)
2026-07-13 09:04:34,629 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5803 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:04:42,756 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5803 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:04:42,758 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1035: model=default provider=custom in=63891 out=445 total=64336 latency=8.1s cache=58368/63891 (91%)
2026-07-13 09:04:42,787 INFO agent.tool_executor: tool read_file completed (0.00s, 279 chars)
2026-07-13 09:04:42,872 INFO agent.tool_executor: tool read_file completed (0.09s, 7282 chars)
2026-07-13 09:04:42,879 INFO agent.tool_executor: tool read_file completed (0.10s, 11861 chars)
2026-07-13 09:04:42,939 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5812 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:04:45,539 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5794 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:04:45,541 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #117: model=default provider=custom in=117075 out=1365 total=118440 latency=31.1s
2026-07-13 09:04:45,740 INFO [20260712_081412_654c5f58] agent.tool_executor: tool write_file completed (0.18s, 265 chars)
2026-07-13 09:04:45,793 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5820 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:04:51,230 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5820 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:04:51,231 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #118: model=default provider=custom in=118521 out=103 total=118624 latency=5.5s cache=114688/118521 (97%)
2026-07-13 09:04:51,327 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.07s, 1608 chars)
2026-07-13 09:04:51,380 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5825 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:04:58,695 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5812 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:04:58,696 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1036: model=default provider=custom in=69751 out=921 total=70672 latency=15.8s cache=61440/69751 (88%)
2026-07-13 09:04:58,812 INFO agent.tool_executor: tool search_files completed (0.10s, 1007 chars)
2026-07-13 09:04:58,814 INFO agent.tool_executor: tool search_files completed (0.10s, 1237 chars)
2026-07-13 09:04:58,880 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5830 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:05:09,340 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5830 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:05:09,343 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1037: model=default provider=custom in=70639 out=222 total=70861 latency=10.5s cache=67584/70639 (96%)
2026-07-13 09:05:10,902 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool patch completed (1.51s, 1006 chars)
2026-07-13 09:05:10,939 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5838 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:05:14,419 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5838 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:05:14,421 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1038: model=default provider=custom in=71137 out=101 total=71238 latency=3.5s cache=68608/71137 (96%)
2026-07-13 09:05:14,644 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool patch completed (0.20s, 694 chars)
2026-07-13 09:05:14,688 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5846 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:05:22,841 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5846 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:05:22,841 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1039: model=default provider=custom in=71475 out=430 total=71905 latency=8.2s cache=68608/71475 (96%)
2026-07-13 09:05:22,988 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[259252]
2026-07-13 09:05:23,055 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool patch completed (0.19s, 3393 chars)
2026-07-13 09:05:23,099 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5855 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:05:26,646 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5825 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:05:26,651 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #119: model=default provider=custom in=119116 out=1726 total=120842 latency=35.3s cache=116224/119116 (98%)
2026-07-13 09:05:26,820 INFO [20260712_081412_654c5f58] agent.tool_executor: tool write_file completed (0.15s, 317 chars)
2026-07-13 09:05:26,884 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5861 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:05:29,124 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5855 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:05:29,125 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1040: model=default provider=custom in=72930 out=279 total=73209 latency=6.0s cache=69120/72930 (95%)
2026-07-13 09:05:30,508 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5861 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:05:30,509 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #120: model=default provider=custom in=120592 out=67 total=120659 latency=3.6s cache=116736/120592 (97%)
2026-07-13 09:05:30,643 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.12s, 221 chars)
2026-07-13 09:05:30,698 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5864 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:05:31,605 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (2.46s, 648 chars)
2026-07-13 09:05:31,669 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5865 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:05:38,134 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5864 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:05:38,135 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #121: model=default provider=custom in=120737 out=199 total=120936 latency=7.5s cache=118272/120737 (98%)
2026-07-13 09:05:38,210 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.06s, 1056 chars)
2026-07-13 09:05:38,264 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5867 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:05:46,838 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5867 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:05:46,840 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #122: model=default provider=custom in=121280 out=238 total=121518 latency=8.6s cache=118272/121280 (98%)
2026-07-13 09:05:46,902 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.04s, 52 chars)
2026-07-13 09:05:47,699 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5865 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:05:47,701 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1041: model=default provider=custom in=73439 out=271 total=73710 latency=16.1s cache=70656/73439 (96%)
2026-07-13 09:05:47,847 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.12s, 135 chars)
2026-07-13 09:05:47,888 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5870 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:05:48,742 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.83s, 3792 chars)
2026-07-13 09:05:48,804 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5872 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:06:03,672 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5872 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:06:03,673 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #123: model=default provider=custom in=122913 out=563 total=123476 latency=14.9s cache=100864/122913 (82%)
2026-07-13 09:06:03,695 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=14/60 budget=14/60 tool_turns=105 last_msg_role=assistant response_len=1774 session=20260712_081412_654c5f58
2026-07-13 09:06:03,722 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=273.1s api_calls=14 response=1774 chars
2026-07-13 09:06:03,765 INFO gateway.platforms.base: [Telegram] Sending response (1774 chars) to -1003707758328
2026-07-13 09:06:05,110 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5870 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:06:05,111 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1042: model=default provider=custom in=73680 out=835 total=74515 latency=17.2s
2026-07-13 09:06:05,289 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.15s, 285 chars)
2026-07-13 09:06:06,370 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool search_files completed (0.07s, 1649 chars)
2026-07-13 09:06:07,448 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool search_files completed (0.06s, 1616 chars)
2026-07-13 09:06:07,493 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5878 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:06:18,081 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5878 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:06:18,081 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1043: model=default provider=custom in=75147 out=299 total=75446 latency=10.6s
2026-07-13 09:06:18,180 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.08s, 257 chars)
2026-07-13 09:06:19,236 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool search_files completed (0.05s, 18 chars)
2026-07-13 09:06:19,277 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5882 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:06:27,589 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5882 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:06:27,591 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1044: model=default provider=custom in=75533 out=136 total=75669 latency=8.3s
2026-07-13 09:06:27,620 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.01s, 152 chars)
2026-07-13 09:06:27,666 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5883 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:06:32,950 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5883 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:06:32,950 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1045: model=default provider=custom in=89069 out=265 total=89334 latency=5.3s cache=2176/89069 (2%)
2026-07-13 09:06:35,195 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (2.18s, 159 chars)
2026-07-13 09:06:35,235 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5885 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:06:37,121 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5885 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:06:37,122 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1046: model=default provider=custom in=83633 out=406 total=84039 latency=1.9s
2026-07-13 09:06:37,347 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool patch completed (0.20s, 1124 chars)
2026-07-13 09:06:37,390 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5893 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:06:52,410 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5893 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:06:52,410 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1047: model=default provider=custom in=86764 out=3109 total=89873 latency=15.0s
2026-07-13 09:06:52,551 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool write_file completed (0.11s, 210 chars)
2026-07-13 09:06:52,586 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5899 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:06:55,275 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5899 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:06:55,277 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1048: model=default provider=custom in=89959 out=319 total=90278 latency=2.7s cache=81258/89959 (90%)
2026-07-13 09:06:55,312 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.02s, 153 chars)
2026-07-13 09:06:55,354 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5900 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:06:57,248 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5900 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:06:57,250 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1049: model=default provider=custom in=90338 out=328 total=90666 latency=1.9s
2026-07-13 09:06:57,322 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.05s, 45 chars)
2026-07-13 09:06:57,363 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5902 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:07:00,206 INFO gateway.run: Process proc_255af4a2844f finished — injecting agent notification for session agent:main:telegram:group:-1003707758328:18 chat=-1003707758328 thread=18
2026-07-13 09:07:02,783 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5902 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:07:02,785 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1050: model=default provider=custom in=88017 out=75 total=88092 latency=5.4s
2026-07-13 09:07:02,812 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool process completed (0.00s, 898 chars)
2026-07-13 09:07:02,861 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5903 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:07:07,948 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5903 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:07:07,950 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1051: model=default provider=custom in=88451 out=212 total=88663 latency=5.1s
2026-07-13 09:07:08,003 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.03s, 167 chars)
2026-07-13 09:07:08,055 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5904 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:07:14,405 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5904 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:07:14,406 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1052: model=default provider=custom in=88732 out=185 total=88917 latency=6.4s
2026-07-13 09:07:16,608 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (2.18s, 107 chars)
2026-07-13 09:07:16,658 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5906 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:07:34,863 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5906 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:07:34,864 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1053: model=default provider=custom in=87165 out=90 total=87255 latency=18.2s
2026-07-13 09:07:34,883 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool process completed (0.00s, 898 chars)
2026-07-13 09:07:34,931 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5907 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:07:36,055 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5907 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:07:36,063 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1054: model=default provider=custom in=87605 out=227 total=87832 latency=1.2s cache=81259/87605 (93%)
2026-07-13 09:07:37,530 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (1.41s, 45 chars)
2026-07-13 09:07:37,575 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5909 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:08:08,937 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (30 chars)
2026-07-13 09:08:08,952 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tôi ko vào được 2 link bạn gửi' reply_to_id=12 reply_to_text=''
2026-07-13 09:08:09,089 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 09:08:09,177 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=250 msg='[NN Vo] tôi ko vào được 2 link bạn gửi'
2026-07-13 09:08:09,198 INFO [20260712_081412_654c5f58] agent.turn_context: Preflight compression: ~143,837 tokens >= 128,000 threshold (model default, ctx 256,000)
2026-07-13 09:08:09,199 INFO [20260712_081412_654c5f58] agent.conversation_compression: context compression started: session=20260712_081412_654c5f58 messages=251 tokens=~143,837 model=default focus=None
2026-07-13 09:08:09,236 INFO [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-13 09:08:57,733 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5909 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:08:57,734 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1055: model=default provider=custom in=87855 out=248 total=88103 latency=80.2s cache=81255/87855 (92%)
2026-07-13 09:08:57,941 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool patch completed (0.19s, 590 chars)
2026-07-13 09:08:57,979 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5917 (_call):140188026119872 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:08:59,127 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5917 (_call):140188026119872 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:08:59,128 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1056: model=default provider=custom in=88317 out=112 total=88429 latency=1.2s cache=81253/88317 (92%)
2026-07-13 09:08:59,162 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.01s, 167 chars)
2026-07-13 09:08:59,215 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5918 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:09:05,401 INFO [20260712_081412_654c5f58] agent.conversation_compression: context compression done: session=20260712_081412_654c5f58 messages=251->149 rough_tokens=~66,416 awaiting_real_usage=true
2026-07-13 09:09:05,439 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5919 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:09:18,858 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5918 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:09:18,859 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1057: model=default provider=custom in=88494 out=180 total=88674 latency=19.7s
2026-07-13 09:09:21,062 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (2.18s, 959 chars)
2026-07-13 09:09:21,123 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5921 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:09:30,962 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5919 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:09:30,965 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #124: model=default provider=custom in=64495 out=972 total=65467 latency=25.5s cache=12142/64495 (19%)
2026-07-13 09:09:31,044 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.05s, 248 chars)
2026-07-13 09:09:31,092 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5923 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:09:38,517 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5921 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:09:38,518 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1058: model=default provider=custom in=89048 out=235 total=89283 latency=17.4s cache=81247/89048 (91%)
2026-07-13 09:09:39,805 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool search_files completed (1.24s, 2013 chars)
2026-07-13 09:09:39,853 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5926 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:09:47,532 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5923 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:09:47,534 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #125: model=default provider=custom in=64705 out=78 total=64783 latency=16.5s
2026-07-13 09:09:47,637 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.06s, 248 chars)
2026-07-13 09:09:47,693 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5928 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:09:57,236 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5928 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:09:57,237 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #126: model=default provider=custom in=59992 out=226 total=60218 latency=9.6s cache=11776/59992 (20%)
2026-07-13 09:09:58,039 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.78s, 353 chars)
2026-07-13 09:09:58,080 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5930 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:10:08,641 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5930 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:10:08,642 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #127: model=default provider=custom in=60355 out=560 total=60915 latency=10.6s cache=57856/60355 (96%)
2026-07-13 09:10:08,759 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5926 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:10:08,760 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1059: model=default provider=custom in=83406 out=554 total=83960 latency=28.9s cache=71168/83406 (85%)
2026-07-13 09:10:08,791 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=26/60 budget=26/60 tool_turns=61 last_msg_role=assistant response_len=1027 session=20260710_094439_1cb443b1
2026-07-13 09:10:08,813 INFO gateway.run: Queued follow-up for session agent:main:telegram:group:-1003707758328:18: final stream delivery not confirmed; sending first response before continuing.
2026-07-13 09:10:08,876 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:10:08,977 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 09:10:09,001 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=161 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-13 09:10:09,048 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5932 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:10:09,317 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.61s, 363 chars)
2026-07-13 09:10:09,360 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5933 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:10:09,757 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=161 msg='[NN Vo] [IMPORTANT: Background process proc_255af4a2844f exited (exit code -15, ...'
2026-07-13 09:10:09,813 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5934 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:10:15,377 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5933 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:10:15,378 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #128: model=default provider=custom in=60718 out=320 total=61038 latency=6.0s cache=57856/60718 (95%)
2026-07-13 09:10:15,407 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=5/60 budget=5/60 tool_turns=63 last_msg_role=assistant response_len=964 session=20260712_081412_654c5f58
2026-07-13 09:10:15,474 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=126.5s api_calls=5 response=964 chars
2026-07-13 09:10:15,476 INFO gateway.run: Watch pattern notification — injecting for telegram chat=-1003707758328 thread=18
2026-07-13 09:10:15,479 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:10:15,483 INFO gateway.run: Watch pattern notification — injecting for telegram chat=-1003707758328 thread=18
2026-07-13 09:10:15,485 INFO gateway.run: Watch pattern notification — injecting for telegram chat=-1003707758328 thread=18
2026-07-13 09:10:15,529 INFO gateway.platforms.base: [Telegram] Sending response (964 chars) to -1003707758328
2026-07-13 09:10:15,580 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 09:10:15,607 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=158 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-13 09:10:15,652 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5935 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:10:20,018 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5934 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:10:20,019 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1060: model=default provider=custom in=84395 out=300 total=84695 latency=10.2s cache=80896/84395 (96%)
2026-07-13 09:10:20,191 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.15s, 405 chars)
2026-07-13 09:10:20,261 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5937 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:10:24,093 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5935 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:10:24,094 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=62143 out=90 total=62233 latency=8.5s
2026-07-13 09:10:24,204 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_view completed (0.10s, 48091 chars)
2026-07-13 09:10:24,248 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5938 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:10:35,843 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5937 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:10:35,844 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1061: model=default provider=custom in=84648 out=547 total=85195 latency=15.6s cache=81920/84648 (97%)
2026-07-13 09:10:35,874 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=62 last_msg_role=assistant response_len=941 session=20260710_094439_1cb443b1
2026-07-13 09:10:35,917 INFO gateway.run: Queued follow-up for session agent:main:telegram:group:-1003707758328:18: final stream delivery not confirmed; sending first response before continuing.
2026-07-13 09:10:36,668 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=165 msg='[NN Vo] [IMPORTANT: Background process proc_b66123f08ed7 matched watch pattern "...'
2026-07-13 09:10:36,754 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5939 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:10:44,327 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5932 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:10:44,329 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1: model=default provider=custom in=84854 out=1079 total=85933 latency=35.3s
2026-07-13 09:10:44,400 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.07s, 570 chars)
2026-07-13 09:10:44,448 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5940 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:10:48,200 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5939 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:10:48,201 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1062: model=default provider=custom in=85148 out=657 total=85805 latency=11.5s cache=82432/85148 (97%)
2026-07-13 09:10:48,232 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=62 last_msg_role=assistant response_len=1018 session=20260710_094439_1cb443b1
2026-07-13 09:10:48,253 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=472.1s api_calls=1 response=1018 chars
2026-07-13 09:10:48,303 INFO gateway.platforms.base: [Telegram] Sending response (1018 chars) to -1003707758328
2026-07-13 09:10:50,183 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5940 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:10:50,184 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #2: model=default provider=custom in=85683 out=233 total=85916 latency=5.8s cache=82432/85683 (96%)
2026-07-13 09:10:50,189 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/16 budget=2/16 tool_turns=62 last_msg_role=assistant response_len=809 session=20260710_094439_1cb443b1
2026-07-13 09:10:50,195 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:10:52,364 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5938 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:10:52,364 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=74733 out=1235 total=75968 latency=28.1s cache=59904/74733 (80%)
2026-07-13 09:10:52,403 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_manage completed (0.03s, 529 chars)
2026-07-13 09:10:52,437 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5941 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:11:00,843 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5941 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:11:00,845 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #3: model=default provider=custom in=76042 out=189 total=76231 latency=8.4s cache=72192/76042 (95%)
2026-07-13 09:11:00,848 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/16 budget=3/16 tool_turns=65 last_msg_role=assistant response_len=670 session=20260712_081412_654c5f58
2026-07-13 09:11:00,854 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:15:38,687 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Cached user photo at /root/.hermes/cache/images/img_0ddf3f4dc83a.jpg
2026-07-13 09:15:38,978 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Cached user photo at /root/.hermes/cache/images/img_d16fe79b6f5a.jpg
2026-07-13 09:15:39,517 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Cached user photo at /root/.hermes/cache/images/img_2da25aab3334.jpg
2026-07-13 09:15:40,331 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tôi screenshot 3 nhóm hiện tại trong master_tourism. Có sự không nhất quán trong' reply_to_id=12 reply_to_text=''
2026-07-13 09:15:40,567 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 09:15:40,641 INFO gateway.run: Image routing: text (mode=text). Pre-analyzing 3 image(s) via vision_analyze.
2026-07-13 09:15:40,642 INFO tools.vision_tools: Analyzing image: /root/.hermes/cache/images/img_0ddf3f4dc83a.jpg
2026-07-13 09:15:40,642 INFO tools.vision_tools: User prompt: Describe everything visible in this image in thorough detail. Include any text, code, data, objects,
2026-07-13 09:15:40,647 INFO tools.vision_tools: Image ready (43.4 KB)
2026-07-13 09:15:40,648 INFO tools.vision_tools: Converting image to base64...
2026-07-13 09:15:40,650 INFO tools.vision_tools: Image converted to base64 (57.9 KB)
2026-07-13 09:15:40,651 INFO tools.vision_tools: Processing image with vision model...
2026-07-13 09:15:51,184 INFO tools.vision_tools: Image analysis completed (2141 characters)
2026-07-13 09:15:51,184 INFO tools.vision_tools: Analyzing image: /root/.hermes/cache/images/img_d16fe79b6f5a.jpg
2026-07-13 09:15:51,184 INFO tools.vision_tools: User prompt: Describe everything visible in this image in thorough detail. Include any text, code, data, objects,
2026-07-13 09:15:51,189 INFO tools.vision_tools: Image ready (32.8 KB)
2026-07-13 09:15:51,190 INFO tools.vision_tools: Converting image to base64...
2026-07-13 09:15:51,191 INFO tools.vision_tools: Image converted to base64 (43.8 KB)
2026-07-13 09:15:51,191 INFO tools.vision_tools: Processing image with vision model...
2026-07-13 09:15:57,436 INFO tools.vision_tools: Image analysis completed (1548 characters)
2026-07-13 09:15:57,437 INFO tools.vision_tools: Analyzing image: /root/.hermes/cache/images/img_2da25aab3334.jpg
2026-07-13 09:15:57,437 INFO tools.vision_tools: User prompt: Describe everything visible in this image in thorough detail. Include any text, code, data, objects,
2026-07-13 09:15:57,440 INFO tools.vision_tools: Image ready (34.0 KB)
2026-07-13 09:15:57,441 INFO tools.vision_tools: Converting image to base64...
2026-07-13 09:15:57,442 INFO tools.vision_tools: Image converted to base64 (45.4 KB)
2026-07-13 09:15:57,442 INFO tools.vision_tools: Processing image with vision model...
2026-07-13 09:16:10,393 INFO tools.vision_tools: Image analysis completed (1512 characters)
2026-07-13 09:16:10,470 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=158 msg="[The user sent an image~ Here's what I can see: The image is a cropped screensho..."
2026-07-13 09:16:10,530 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5942 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:16:17,399 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5942 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:16:17,401 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #129: model=default provider=custom in=62522 out=138 total=62660 latency=6.9s
2026-07-13 09:16:17,479 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_view completed (0.06s, 4927 chars)
2026-07-13 09:16:17,518 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5943 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:16:25,851 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5943 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:16:25,853 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #130: model=default provider=custom in=63961 out=312 total=64273 latency=8.4s
2026-07-13 09:16:25,963 INFO agent.tool_executor: tool search_files completed (0.09s, 18 chars)
2026-07-13 09:16:25,993 INFO agent.tool_executor: tool read_file completed (0.12s, 43298 chars)
2026-07-13 09:16:26,056 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5951 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:17:52,549 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5951 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:17:52,553 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #131: model=default provider=custom in=74972 out=4585 total=79557 latency=86.5s cache=60416/74972 (81%)
2026-07-13 09:17:52,805 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool execute_code returned error (0.16s): {"status": "error", "output": "\n--- stderr ---\n  File \"/tmp/hermes_sandbox_zc0uoyvy/script.py\", line 155\n    <article class=\"card\" id=\"src-{html.escape(b['id'])}\">\nIndentationError: unexpect
2026-07-13 09:17:52,874 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5955 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:18:22,812 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5955 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:18:22,813 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #132: model=default provider=custom in=94992 out=3843 total=98835 latency=30.0s cache=2176/94992 (2%)
2026-07-13 09:18:23,016 INFO [20260712_081412_654c5f58] agent.tool_executor: tool write_file completed (0.18s, 187 chars)
2026-07-13 09:18:23,064 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5963 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:18:24,680 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5963 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:18:24,681 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #133: model=default provider=custom in=91409 out=67 total=91476 latency=1.6s
2026-07-13 09:18:24,867 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.17s, 592 chars)
2026-07-13 09:18:24,903 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5965 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:18:30,237 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5965 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:18:30,238 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #134: model=default provider=custom in=90301 out=574 total=90875 latency=5.4s
2026-07-13 09:18:30,261 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=6/60 budget=5/60 tool_turns=68 last_msg_role=assistant response_len=1642 session=20260712_081412_654c5f58
2026-07-13 09:18:30,325 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=170.0s api_calls=6 response=1642 chars
2026-07-13 09:18:30,366 INFO gateway.platforms.base: [Telegram] Sending response (1642 chars) to -1003707758328
2026-07-13 09:28:03,911 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (237 chars)
2026-07-13 09:28:03,930 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='như vậy toàn bộ các file md ở http://100.71.157.103:9120/files đều sẽ có toc này' reply_to_id=12 reply_to_text=''
2026-07-13 09:28:04,193 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 09:28:04,281 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=171 msg='[NN Vo] như vậy toàn bộ các file md ở http://100.71.157.103:9120/files đều sẽ có...'
2026-07-13 09:28:04,344 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5966 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:28:06,431 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5966 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:28:06,434 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #135: model=default provider=custom in=89847 out=81 total=89928 latency=2.1s cache=64979/89847 (72%)
2026-07-13 09:28:06,499 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool terminal returned error (0.05s): {"output": "ls: cannot access '/opt/ai-os/products/ceo/lib/md_to_html.py': No such file or directory\nls: cannot access '/opt/ai-os/products/ceo/scripts/render_kb.sh': No such file or directory", "exi
2026-07-13 09:28:06,549 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5968 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:28:08,979 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5968 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:28:08,979 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #136: model=default provider=custom in=90195 out=312 total=90507 latency=2.4s
2026-07-13 09:28:09,000 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=69 last_msg_role=assistant response_len=1094 session=20260712_081412_654c5f58
2026-07-13 09:28:09,024 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=5.1s api_calls=2 response=1094 chars
2026-07-13 09:28:09,069 INFO gateway.platforms.base: [Telegram] Sending response (1094 chars) to -1003707758328
2026-07-13 09:28:09,080 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:28:09,172 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 09:28:09,202 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=175 msg='Review the conversation above and consider saving to memory if appropriate.  Foc...'
2026-07-13 09:28:09,242 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5969 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:28:23,560 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5969 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:28:23,561 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=90230 out=523 total=90753 latency=14.3s
2026-07-13 09:28:23,567 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool memory returned error (0.00s): {"success": false, "error": "After applying all 3 operations, memory would be at 1,648/1,375 chars -- over the limit. Remove or shorten more entries in the same batch (see current_entries below), then
2026-07-13 09:28:23,603 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5970 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:28:30,328 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5970 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:28:30,329 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=93363 out=1034 total=94397 latency=6.7s
2026-07-13 09:28:30,344 INFO [20260712_081412_654c5f58] agent.tool_executor: tool memory completed (0.01s, 201 chars)
2026-07-13 09:28:30,380 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5971 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:28:31,977 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5971 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:28:31,978 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #3: model=default provider=custom in=93768 out=147 total=93915 latency=1.6s cache=90771/93768 (97%)
2026-07-13 09:28:31,983 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/16 budget=3/16 tool_turns=71 last_msg_role=assistant response_len=528 session=20260712_081412_654c5f58
2026-07-13 09:28:31,986 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:32:28,453 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (451 chars)
2026-07-13 09:32:28,469 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='ko đúng hãy hiểu logic thế này. Tất cả các file .md được lưu trữ ở hệ thống về c' reply_to_id=12 reply_to_text=''
2026-07-13 09:32:28,628 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 09:32:28,718 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=175 msg='[NN Vo] ko đúng hãy hiểu logic thế này. Tất cả các file .md được lưu trữ ở hệ th...'
2026-07-13 09:32:28,791 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5972 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:32:49,429 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5972 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:32:49,430 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #137: model=default provider=custom in=90591 out=414 total=91005 latency=20.7s
2026-07-13 09:32:49,728 INFO [20260712_081412_654c5f58] agent.tool_executor: tool search_files completed (0.28s, 137 chars)
2026-07-13 09:32:49,780 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5975 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:32:50,974 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5975 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:32:50,975 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #138: model=default provider=custom in=90728 out=42 total=90770 latency=1.2s cache=85274/90728 (94%)
2026-07-13 09:32:51,087 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.09s, 4972 chars)
2026-07-13 09:32:51,131 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5980 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:34:13,532 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5980 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:34:13,533 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #139: model=default provider=custom in=92610 out=44 total=92654 latency=82.4s cache=85283/92610 (92%)
2026-07-13 09:34:13,715 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.09s, 5416 chars)
2026-07-13 09:34:13,753 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5985 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:34:31,258 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5985 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:34:31,260 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #140: model=default provider=custom in=94453 out=185 total=94638 latency=17.5s cache=89354/94453 (95%)
2026-07-13 09:34:31,336 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.06s, 263 chars)
2026-07-13 09:34:31,385 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5987 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:34:33,338 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5987 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:34:33,339 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #141: model=default provider=custom in=94780 out=286 total=95066 latency=2.0s cache=89351/94780 (94%)
2026-07-13 09:34:34,546 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (1.19s, 87 chars)
2026-07-13 09:34:34,589 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5989 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:34:54,818 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5989 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:34:54,820 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #142: model=default provider=custom in=95109 out=109 total=95218 latency=20.2s
2026-07-13 09:34:56,624 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (1.79s, 1026 chars)
2026-07-13 09:34:56,684 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5991 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:35:16,827 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5991 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:35:16,829 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #143: model=default provider=custom in=95638 out=71 total=95709 latency=20.2s
2026-07-13 09:35:17,638 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.78s, 73 chars)
2026-07-13 09:35:17,711 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5993 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:35:34,620 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5993 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:35:34,622 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #144: model=default provider=custom in=95745 out=79 total=95824 latency=16.9s cache=89341/95745 (93%)
2026-07-13 09:35:35,217 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.58s, 78 chars)
2026-07-13 09:35:35,263 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5995 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:35:52,581 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5995 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:35:52,582 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #145: model=default provider=custom in=95869 out=97 total=95966 latency=17.3s cache=89337/95869 (93%)
2026-07-13 09:35:53,190 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.58s, 3792 chars)
2026-07-13 09:35:53,240 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5997 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:36:18,070 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5997 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:36:18,072 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #146: model=default provider=custom in=90954 out=457 total=91411 latency=24.9s
2026-07-13 09:36:18,097 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=10/60 budget=10/60 tool_turns=78 last_msg_role=assistant response_len=1393 session=20260712_081412_654c5f58
2026-07-13 09:36:18,133 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=229.7s api_calls=10 response=1393 chars
2026-07-13 09:36:18,189 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:36:18,210 INFO gateway.platforms.base: [Telegram] Sending response (1393 chars) to -1003707758328
2026-07-13 09:36:18,297 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 09:36:18,327 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=195 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-13 09:36:18,374 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5998 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:36:25,932 INFO gateway.run: kanban dispatcher [nv-office]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-13 09:36:41,116 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5998 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:36:41,118 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=92516 out=724 total=93240 latency=22.8s
2026-07-13 09:36:41,281 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.16s): {"success": false, "error": "Refusing background curator patch for skill 'knowledge-base': the skill lives in skills.external_dirs, which are externally owned and read-only to autonomous curation."}
2026-07-13 09:36:41,321 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5999 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:36:46,246 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5999 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:36:46,247 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=92933 out=8 total=92941 latency=4.9s cache=90112/92933 (97%)
2026-07-13 09:36:46,252 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/16 budget=2/16 tool_turns=79 last_msg_role=assistant response_len=16 session=20260712_081412_654c5f58
2026-07-13 09:36:46,257 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 09:39:26,205 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[265320]
2026-07-13 09:42:30,168 WARNING plugins.platforms.telegram.telegram_network: [Telegram] Primary api.telegram.org connection failed (); trying fallback IPs 149.154.166.110
2026-07-13 09:42:30,458 WARNING plugins.platforms.telegram.telegram_network: [Telegram] Primary api.telegram.org path unreachable; using sticky fallback IP 149.154.166.110
2026-07-13 10:02:23,340 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (10 chars)
2026-07-13 10:02:23,365 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='ok process' reply_to_id=12 reply_to_text=''
2026-07-13 10:02:23,609 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 10:02:23,697 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=195 msg='[NN Vo] ok process'
2026-07-13 10:02:23,768 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6000 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:02:32,027 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (9 chars)
2026-07-13 10:02:32,045 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='ok làm đi' reply_to_id=18 reply_to_text=''
2026-07-13 10:02:32,265 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 10:02:32,342 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=168 msg='[NN Vo] ok làm đi'
2026-07-13 10:02:32,369 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260710_094439_1cb443b1)
2026-07-13 10:02:32,417 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6001 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:02:33,846 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6000 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:02:33,847 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #147: model=default provider=custom in=97958 out=1302 total=99260 latency=10.1s
2026-07-13 10:02:33,954 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_1:140187455710912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:02:34,066 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 10:02:34,121 INFO [20260712_081412_654c5f58] tools.async_delegation: Dispatched async delegation batch deleg_fe42067a (1 task(s), session_key=agent:main:telegram:group:-1003707758328:12)
2026-07-13 10:02:34,122 INFO [20260712_081412_654c5f58] agent.tool_executor: tool delegate_task completed (0.24s, 409 chars)
2026-07-13 10:02:34,131 INFO [20260713_100233_293f45] agent.turn_context: conversation turn: session=20260713_100233_293f45 model=default provider=custom platform=subagent history=0 msg='Nâng cấp kanban_server.py để tự động render Sidebar ToC cho tất cả các file mark...'
2026-07-13 10:02:34,208 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6003 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:02:34,632 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6004 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:02:36,284 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6001 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:02:36,285 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1063: model=default provider=custom in=92304 out=281 total=92585 latency=3.9s cache=16247/92304 (18%)
2026-07-13 10:02:36,671 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool terminal returned error (0.35s): {"output": "9120/tcp:            260289", "exit_code": -9, "error": null}
2026-07-13 10:02:36,739 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6006 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:02:36,810 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6003 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:02:36,821 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #148: model=default provider=custom in=98493 out=232 total=98725 latency=2.7s
2026-07-13 10:02:36,847 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=79 last_msg_role=assistant response_len=480 session=20260712_081412_654c5f58
2026-07-13 10:02:36,896 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=13.5s api_calls=2 response=480 chars
2026-07-13 10:02:36,939 INFO gateway.platforms.base: [Telegram] Sending response (480 chars) to -1003707758328
2026-07-13 10:02:40,149 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6004 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:02:40,151 INFO [20260713_100233_293f45] agent.conversation_loop: Thinking-only response (no visible content) — prefilling to continue (1/2)
2026-07-13 10:02:40,173 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6007 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:02:41,964 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6006 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:02:41,965 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1064: model=default provider=custom in=94460 out=218 total=94678 latency=5.2s
2026-07-13 10:02:42,004 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool write_file returned error (0.00s): {"error": "Refusing to write to sensitive system path: /etc/systemd/system/kanban-server.service\nUse the terminal tool with sudo if you need to modify system files."}
2026-07-13 10:02:42,063 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6008 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:02:43,651 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6007 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:02:43,653 INFO [20260713_100233_293f45] agent.conversation_loop: API call #1: model=default provider=custom in=14126 out=346 total=14472 latency=3.5s
2026-07-13 10:02:43,775 INFO [20260713_100233_293f45] agent.tool_executor: tool read_file completed (0.10s, 10197 chars)
2026-07-13 10:02:43,806 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6013 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:03:01,515 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6008 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:03:01,516 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1065: model=default provider=custom in=92814 out=206 total=93020 latency=19.5s
2026-07-13 10:03:02,709 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6013 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:03:02,711 INFO [20260713_100233_293f45] agent.conversation_loop: API call #2: model=default provider=custom in=17912 out=416 total=18328 latency=18.9s
2026-07-13 10:03:02,826 INFO [20260713_100233_293f45] agent.tool_executor: tool search_files completed (0.10s, 18 chars)
2026-07-13 10:03:02,854 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6018 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:03:03,155 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (1.62s, 1052 chars)
2026-07-13 10:03:03,223 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6019 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:03:52,854 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6019 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:03:52,855 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1066: model=default provider=custom in=93402 out=120 total=93522 latency=49.7s
2026-07-13 10:03:55,112 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (2.23s, 97 chars)
2026-07-13 10:03:55,165 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6021 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:03:56,406 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6021 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:03:56,408 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1067: model=default provider=custom in=93558 out=89 total=93647 latency=1.3s cache=89350/93558 (96%)
2026-07-13 10:03:56,673 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.17s, 4986 chars)
2026-07-13 10:03:56,755 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6023 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:04:06,278 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6018 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:04:06,279 INFO [20260713_100233_293f45] agent.conversation_loop: API call #3: model=default provider=custom in=17953 out=258 total=18211 latency=63.4s
2026-07-13 10:04:12,353 INFO [20260713_100233_293f45] agent.tool_executor: tool search_files completed (6.04s, 3208 chars)
2026-07-13 10:04:12,383 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6026 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:04:19,709 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6023 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:04:19,710 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1068: model=default provider=custom in=95927 out=389 total=96316 latency=23.0s
2026-07-13 10:04:22,536 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (2.81s, 981 chars)
2026-07-13 10:04:22,584 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6028 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:04:33,906 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6026 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:04:33,908 INFO [20260713_100233_293f45] agent.conversation_loop: API call #4: model=default provider=custom in=19157 out=900 total=20057 latency=21.5s
2026-07-13 10:04:34,191 INFO [20260713_100233_293f45] agent.tool_executor: tool patch completed (0.26s, 2859 chars)
2026-07-13 10:04:34,219 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6041 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:04:40,709 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6028 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:04:40,711 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1069: model=default provider=custom in=96679 out=120 total=96799 latency=18.1s cache=89364/96679 (92%)
2026-07-13 10:04:41,927 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (1.20s, 521 chars)
2026-07-13 10:04:41,981 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6043 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:04:52,094 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6041 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:04:52,095 INFO [20260713_100233_293f45] agent.conversation_loop: API call #5: model=default provider=custom in=21120 out=83 total=21203 latency=17.9s
2026-07-13 10:04:52,202 INFO [20260713_100233_293f45] agent.tool_executor: tool terminal completed (0.08s, 935 chars)
2026-07-13 10:04:52,227 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6045 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:05:07,746 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6043 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:05:07,754 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1070: model=default provider=custom in=89360 out=353 total=89713 latency=25.8s
2026-07-13 10:05:07,784 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=8/60 budget=8/60 tool_turns=69 last_msg_role=assistant response_len=1140 session=20260710_094439_1cb443b1
2026-07-13 10:05:07,800 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=155.8s api_calls=8 response=1523 chars
2026-07-13 10:05:07,841 INFO gateway.platforms.base: [Telegram] Sending response (1523 chars) to -1003707758328
2026-07-13 10:05:08,536 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6045 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:05:08,538 INFO [20260713_100233_293f45] agent.conversation_loop: API call #6: model=default provider=custom in=19056 out=466 total=19522 latency=16.3s
2026-07-13 10:05:08,627 INFO [20260713_100233_293f45] agent.tool_executor: tool skill_view completed (0.06s, 49891 chars)
2026-07-13 10:05:08,682 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6046 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:05:13,696 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6046 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:05:13,698 INFO [20260713_100233_293f45] agent.conversation_loop: API call #7: model=default provider=custom in=32472 out=99 total=32571 latency=5.0s
2026-07-13 10:05:13,738 WARNING [20260713_100233_293f45] agent.tool_executor: Tool patch returned error (0.00s): {"error": "patch content required"}
2026-07-13 10:05:13,775 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6047 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:05:17,390 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6047 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:05:17,391 INFO [20260713_100233_293f45] agent.conversation_loop: API call #8: model=default provider=custom in=32572 out=96 total=32668 latency=3.6s cache=30208/32572 (93%)
2026-07-13 10:05:17,621 INFO [20260713_100233_293f45] agent.tool_executor: tool patch completed (0.21s, 437 chars)
2026-07-13 10:05:17,647 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6055 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:05:55,010 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6055 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:05:55,012 INFO [20260713_100233_293f45] agent.conversation_loop: API call #9: model=default provider=custom in=32803 out=1859 total=34662 latency=37.4s cache=30208/32803 (92%)
2026-07-13 10:05:55,243 INFO [20260713_100233_293f45] agent.tool_executor: tool patch completed (0.20s, 5504 chars)
2026-07-13 10:05:55,280 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6063 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:06:09,170 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6063 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:06:09,173 INFO [20260713_100233_293f45] agent.conversation_loop: API call #10: model=default provider=custom in=36549 out=233 total=36782 latency=13.9s cache=30720/36549 (84%)
2026-07-13 10:06:09,213 WARNING [20260713_100233_293f45] agent.tool_executor: Tool terminal returned error (0.00s): {"output": "", "exit_code": -1, "error": "Foreground command uses shell-level background wrappers (nohup/disown/setsid). Use terminal(background=true) so Hermes can track the process, then run readine
2026-07-13 10:06:09,255 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6064 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:06:16,138 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6064 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:06:16,139 INFO [20260713_100233_293f45] agent.conversation_loop: API call #11: model=default provider=custom in=36760 out=167 total=36927 latency=6.9s cache=34304/36760 (93%)
2026-07-13 10:06:16,272 INFO [20260713_100233_293f45] agent.tool_executor: tool terminal completed (0.12s, 45 chars)
2026-07-13 10:06:18,082 INFO [20260713_100233_293f45] agent.tool_executor: tool terminal completed (0.80s, 3825 chars)
2026-07-13 10:06:18,112 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6067 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:06:24,938 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6067 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:06:24,939 INFO [20260713_100233_293f45] agent.conversation_loop: API call #12: model=default provider=custom in=38164 out=172 total=38336 latency=6.8s cache=34304/38164 (90%)
2026-07-13 10:06:24,975 INFO [20260713_100233_293f45] agent.tool_executor: tool terminal completed (0.02s, 45 chars)
2026-07-13 10:06:25,000 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6069 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:06:29,432 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6069 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:06:29,433 INFO [20260713_100233_293f45] agent.conversation_loop: API call #13: model=default provider=custom in=38256 out=97 total=38353 latency=4.4s
2026-07-13 10:06:29,463 WARNING [20260713_100233_293f45] tools.terminal_tool: background proc proc_4c28bbfeff22: watch_patterns ignored because notify_on_complete=True; these two flags produce duplicate notifications when combined
2026-07-13 10:06:29,464 INFO [20260713_100233_293f45] agent.tool_executor: tool terminal completed (0.01s, 296 chars)
2026-07-13 10:06:29,498 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6070 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:06:37,716 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6070 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:06:37,717 INFO [20260713_100233_293f45] agent.conversation_loop: API call #14: model=default provider=custom in=38438 out=465 total=38903 latency=8.2s cache=35840/38438 (93%)
2026-07-13 10:06:38,526 INFO [20260713_100233_293f45] agent.tool_executor: tool terminal completed (0.78s, 65 chars)
2026-07-13 10:06:39,554 INFO [20260713_100233_293f45] tools.browser_tool: Created local browser session h_82b5b7c79f for task sa-0-18161a30
2026-07-13 10:06:39,567 WARNING [20260713_100233_293f45] tools.browser_tool: browser 'open' exception: [Errno 2] No such file or directory: '/usr/local/lib/hermes-agent/node_modules/.bin/agent-browser'
Traceback (most recent call last):
  File "/usr/local/lib/hermes-agent/tools/browser_tool.py", line 2444, in _run_browser_command
    proc = subprocess.Popen(
           ^^^^^^^^^^^^^^^^^
  File "/usr/local/share/uv/python/cpython-3.11.15-linux-x86_64-gnu/lib/python3.11/subprocess.py", line 1026, in __init__
    self._execute_child(args, executable, preexec_fn, close_fds,
  File "/usr/local/share/uv/python/cpython-3.11.15-linux-x86_64-gnu/lib/python3.11/subprocess.py", line 1955, in _execute_child
    raise child_exception_type(errno_num, err_msg, err_filename)
FileNotFoundError: [Errno 2] No such file or directory: '/usr/local/lib/hermes-agent/node_modules/.bin/agent-browser'
2026-07-13 10:06:39,570 WARNING [20260713_100233_293f45] agent.tool_executor: Tool browser_navigate returned error (0.04s): {"success": false, "error": "[Errno 2] No such file or directory: '/usr/local/lib/hermes-agent/node_modules/.bin/agent-browser'"}
2026-07-13 10:06:39,661 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6072 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:06:52,743 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6072 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:06:52,745 INFO [20260713_100233_293f45] agent.conversation_loop: API call #15: model=default provider=custom in=38707 out=236 total=38943 latency=13.1s cache=36352/38707 (94%)
2026-07-13 10:06:52,875 WARNING [20260713_100233_293f45] agent.tool_executor: Tool terminal returned error (0.12s): {"output": "Traceback (most recent call last):\n  File \"<stdin>\", line 2, in <module>\n  File \"/usr/local/share/uv/python/cpython-3.11.15-linux-x86_64-gnu/lib/python3.11/urllib/request.py\", line 2
2026-07-13 10:06:52,908 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6074 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:06:59,203 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6074 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:06:59,203 INFO [20260713_100233_293f45] agent.conversation_loop: API call #16: model=default provider=custom in=39277 out=232 total=39509 latency=6.3s
2026-07-13 10:06:59,333 INFO [20260713_100233_293f45] agent.tool_executor: tool terminal completed (0.12s, 70 chars)
2026-07-13 10:06:59,369 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6076 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:07:14,841 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6076 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:07:14,842 INFO [20260713_100233_293f45] agent.conversation_loop: API call #17: model=default provider=custom in=39473 out=116 total=39589 latency=15.5s cache=36864/39473 (93%)
2026-07-13 10:07:15,638 INFO [20260713_100233_293f45] agent.tool_executor: tool terminal completed (0.78s, 65 chars)
2026-07-13 10:07:15,672 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6078 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:07:26,711 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6078 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:07:26,713 INFO [20260713_100233_293f45] agent.conversation_loop: API call #18: model=default provider=custom in=39578 out=341 total=39919 latency=11.1s cache=37376/39578 (94%)
2026-07-13 10:07:26,782 WARNING [20260713_100233_293f45] tools.browser_tool: browser 'close' exception: [Errno 2] No such file or directory: '/usr/local/lib/hermes-agent/node_modules/.bin/agent-browser'
Traceback (most recent call last):
  File "/usr/local/lib/hermes-agent/tools/browser_tool.py", line 2444, in _run_browser_command
    proc = subprocess.Popen(
           ^^^^^^^^^^^^^^^^^
  File "/usr/local/share/uv/python/cpython-3.11.15-linux-x86_64-gnu/lib/python3.11/subprocess.py", line 1026, in __init__
    self._execute_child(args, executable, preexec_fn, close_fds,
  File "/usr/local/share/uv/python/cpython-3.11.15-linux-x86_64-gnu/lib/python3.11/subprocess.py", line 1955, in _execute_child
    raise child_exception_type(errno_num, err_msg, err_filename)
FileNotFoundError: [Errno 2] No such file or directory: '/usr/local/lib/hermes-agent/node_modules/.bin/agent-browser'
2026-07-13 10:07:26,800 INFO [20260713_100233_293f45] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=19/50 budget=19/50 tool_turns=17 last_msg_role=assistant response_len=965 session=20260713_100233_293f45
2026-07-13 10:07:26,819 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=async-delegate_0:140188483299008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:07:26,882 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:07:26,966 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 10:07:27,001 INFO [20260713_100233_293f45] agent.turn_context: conversation turn: session=20260713_100233_293f45 model=default provider=custom platform=subagent history=38 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-13 10:07:27,032 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6079 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:07:27,504 INFO gateway.run: Watch pattern notification — injecting for telegram chat=-1003707758328 thread=12
2026-07-13 10:07:27,521 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='[ASYNC DELEGATION BATCH COMPLETE — deleg_fe42067a] A background fan-out of 1 sub' reply_to_id=None reply_to_text=''
2026-07-13 10:07:27,645 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 10:07:27,739 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=199 msg='[NN Vo] [ASYNC DELEGATION BATCH COMPLETE — deleg_fe42067a] A background fan-out ...'
2026-07-13 10:07:27,812 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6080 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:07:38,334 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6080 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:07:38,340 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #149: model=default provider=custom in=110102 out=466 total=110568 latency=10.5s cache=92928/110102 (84%)
2026-07-13 10:07:38,500 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.10s, 48 chars)
2026-07-13 10:07:40,309 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.80s, 410 chars)
2026-07-13 10:07:40,386 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6083 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:07:43,418 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6079 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:07:43,424 INFO [20260713_100233_293f45] agent.conversation_loop: API call #1: model=default provider=custom in=45218 out=1006 total=46224 latency=16.4s cache=1152/45218 (3%)
2026-07-13 10:07:43,529 INFO [20260713_100233_293f45] agent.tool_executor: tool skill_view completed (0.09s, 1856 chars)
2026-07-13 10:07:43,560 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6084 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:07:43,738 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6083 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:07:43,739 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #150: model=default provider=custom in=110727 out=121 total=110848 latency=3.4s cache=108032/110727 (98%)
2026-07-13 10:07:43,793 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool terminal returned error (0.04s): {"output": "/usr/bin/bash: line 5: browser_navigate: command not found", "exit_code": 127, "error": null}
2026-07-13 10:07:43,847 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6086 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:07:46,721 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6086 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:07:46,723 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #151: model=default provider=custom in=110891 out=81 total=110972 latency=2.9s cache=108800/110891 (98%)
2026-07-13 10:07:46,763 INFO [20260712_081412_654c5f58] tools.browser_tool: Created local browser session h_7ffaf310be for task 20260712_081412_654c5f58
2026-07-13 10:07:46,776 WARNING [20260712_081412_654c5f58] tools.browser_tool: browser 'open' exception: [Errno 2] No such file or directory: '/usr/local/lib/hermes-agent/node_modules/.bin/agent-browser'
Traceback (most recent call last):
  File "/usr/local/lib/hermes-agent/tools/browser_tool.py", line 2444, in _run_browser_command
    proc = subprocess.Popen(
           ^^^^^^^^^^^^^^^^^
  File "/usr/local/share/uv/python/cpython-3.11.15-linux-x86_64-gnu/lib/python3.11/subprocess.py", line 1026, in __init__
    self._execute_child(args, executable, preexec_fn, close_fds,
  File "/usr/local/share/uv/python/cpython-3.11.15-linux-x86_64-gnu/lib/python3.11/subprocess.py", line 1955, in _execute_child
    raise child_exception_type(errno_num, err_msg, err_filename)
FileNotFoundError: [Errno 2] No such file or directory: '/usr/local/lib/hermes-agent/node_modules/.bin/agent-browser'
2026-07-13 10:07:46,786 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool browser_navigate returned error (0.04s): {"success": false, "error": "[Errno 2] No such file or directory: '/usr/local/lib/hermes-agent/node_modules/.bin/agent-browser'"}
2026-07-13 10:07:46,852 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6087 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:07:48,655 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6087 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:07:48,656 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #152: model=default provider=custom in=103115 out=254 total=103369 latency=1.8s
2026-07-13 10:07:48,682 WARNING [20260712_081412_654c5f58] tools.browser_tool: browser 'close' exception: [Errno 2] No such file or directory: '/usr/local/lib/hermes-agent/node_modules/.bin/agent-browser'
Traceback (most recent call last):
  File "/usr/local/lib/hermes-agent/tools/browser_tool.py", line 2444, in _run_browser_command
    proc = subprocess.Popen(
           ^^^^^^^^^^^^^^^^^
  File "/usr/local/share/uv/python/cpython-3.11.15-linux-x86_64-gnu/lib/python3.11/subprocess.py", line 1026, in __init__
    self._execute_child(args, executable, preexec_fn, close_fds,
  File "/usr/local/share/uv/python/cpython-3.11.15-linux-x86_64-gnu/lib/python3.11/subprocess.py", line 1955, in _execute_child
    raise child_exception_type(errno_num, err_msg, err_filename)
FileNotFoundError: [Errno 2] No such file or directory: '/usr/local/lib/hermes-agent/node_modules/.bin/agent-browser'
2026-07-13 10:07:48,702 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/60 budget=4/60 tool_turns=82 last_msg_role=assistant response_len=878 session=20260712_081412_654c5f58
2026-07-13 10:07:48,728 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=21.2s api_calls=4 response=878 chars
2026-07-13 10:07:48,759 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6084 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:07:48,760 INFO [20260713_100233_293f45] agent.conversation_loop: API call #2: model=default provider=custom in=45979 out=371 total=46350 latency=5.2s cache=43136/45979 (94%)
2026-07-13 10:07:48,764 WARNING [20260713_100233_293f45] agent.tool_executor: Tool read_file returned error (0.00s): {"error": "Background review denied non-whitelisted tool: read_file. Only memory/skill tools are allowed."}
2026-07-13 10:07:48,789 INFO gateway.platforms.base: [Telegram] Sending response (878 chars) to -1003707758328
2026-07-13 10:07:48,795 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6088 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:07:55,381 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6088 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:07:55,383 INFO [20260713_100233_293f45] agent.conversation_loop: API call #3: model=default provider=custom in=45448 out=55 total=45503 latency=6.6s
2026-07-13 10:07:55,445 INFO [20260713_100233_293f45] agent.tool_executor: tool skill_view completed (0.06s, 49891 chars)
2026-07-13 10:07:55,474 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6089 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:08:00,507 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6089 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:08:00,508 INFO [20260713_100233_293f45] agent.conversation_loop: API call #4: model=default provider=custom in=58820 out=690 total=59510 latency=5.1s cache=40752/58820 (69%)
2026-07-13 10:08:00,552 INFO [20260713_100233_293f45] agent.tool_executor: tool skill_manage completed (0.04s, 213 chars)
2026-07-13 10:08:00,580 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6090 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:08:01,924 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6090 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:08:01,926 INFO [20260713_100233_293f45] agent.conversation_loop: API call #5: model=default provider=custom in=59583 out=161 total=59744 latency=1.4s
2026-07-13 10:08:01,969 INFO [20260713_100233_293f45] agent.tool_executor: tool skill_manage completed (0.04s, 480 chars)
2026-07-13 10:08:01,998 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6091 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:08:05,904 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6091 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:08:05,905 INFO [20260713_100233_293f45] agent.conversation_loop: API call #6: model=default provider=custom in=61069 out=212 total=61281 latency=3.9s
2026-07-13 10:08:05,911 INFO [20260713_100233_293f45] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=6/16 budget=6/16 tool_turns=22 last_msg_role=assistant response_len=520 session=20260713_100233_293f45
2026-07-13 10:08:05,916 INFO [20260713_100233_293f45] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:11:16,976 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (68 chars)
2026-07-13 10:11:16,989 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='rõ ràng là ko thể mà sao lại mark task done, rốt cuộc là làm đc chưa' reply_to_id=12 reply_to_text=''
2026-07-13 10:11:17,129 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 10:11:17,204 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=208 msg='[NN Vo] rõ ràng là ko thể mà sao lại mark task done, rốt cuộc là làm đc chưa'
2026-07-13 10:11:17,268 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6092 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:11:23,124 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6092 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:11:23,126 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #153: model=default provider=custom in=103391 out=627 total=104018 latency=5.9s
2026-07-13 10:11:23,147 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=82 last_msg_role=assistant response_len=1118 session=20260712_081412_654c5f58
2026-07-13 10:11:23,172 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=6.2s api_calls=1 response=1118 chars
2026-07-13 10:11:23,215 INFO gateway.platforms.base: [Telegram] Sending response (1118 chars) to -1003707758328
2026-07-13 10:13:11,574 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Cached user photo at /root/.hermes/cache/images/img_81910225e897.jpg
2026-07-13 10:13:12,377 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing photo batch agent:main:telegram:group:-1003707758328:18:photo-burst with 1 image(s)
2026-07-13 10:13:12,391 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='ok good sửa phần đầu trang này thành có thể click về folder path tương ứng đi, c' reply_to_id=18 reply_to_text=''
2026-07-13 10:13:12,643 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 10:13:12,705 INFO gateway.run: Image routing: text (mode=text). Pre-analyzing 1 image(s) via vision_analyze.
2026-07-13 10:13:12,706 INFO tools.vision_tools: Analyzing image: /root/.hermes/cache/images/img_81910225e897.jpg
2026-07-13 10:13:12,706 INFO tools.vision_tools: User prompt: Describe everything visible in this image in thorough detail. Include any text, code, data, objects,
2026-07-13 10:13:12,711 INFO tools.vision_tools: Image ready (33.4 KB)
2026-07-13 10:13:12,712 INFO tools.vision_tools: Converting image to base64...
2026-07-13 10:13:12,713 INFO tools.vision_tools: Image converted to base64 (44.6 KB)
2026-07-13 10:13:12,713 INFO tools.vision_tools: Processing image with vision model...
2026-07-13 10:13:24,964 INFO tools.vision_tools: Image analysis completed (3531 characters)
2026-07-13 10:13:25,048 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=184 msg="[The user sent an image~ Here's what I can see: This image displays a dark-theme..."
2026-07-13 10:13:25,074 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260710_094439_1cb443b1)
2026-07-13 10:13:25,125 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6093 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:13:44,469 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6093 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:13:44,470 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1071: model=default provider=custom in=98334 out=385 total=98719 latency=19.4s
2026-07-13 10:13:44,600 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool read_file completed (0.11s, 1504 chars)
2026-07-13 10:13:44,641 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6098 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:13:46,181 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6098 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:13:46,182 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1072: model=default provider=custom in=98862 out=44 total=98906 latency=1.6s
2026-07-13 10:13:46,295 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool read_file completed (0.10s, 6135 chars)
2026-07-13 10:13:46,346 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6103 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:15:11,929 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6103 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:15:11,930 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1073: model=default provider=custom in=101098 out=2516 total=103614 latency=85.6s cache=93436/101098 (92%)
2026-07-13 10:15:12,397 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool patch completed (0.43s, 3046 chars)
2026-07-13 10:15:12,484 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6111 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:15:30,786 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6111 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:15:30,787 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1074: model=default provider=custom in=104549 out=143 total=104692 latency=18.3s
2026-07-13 10:15:32,033 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (1.22s, 648 chars)
2026-07-13 10:15:32,096 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6113 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:15:35,062 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6113 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:15:35,063 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1075: model=default provider=custom in=104936 out=173 total=105109 latency=3.0s
2026-07-13 10:15:35,194 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.10s, 2826 chars)
2026-07-13 10:15:35,255 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6115 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:15:55,829 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6115 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:15:55,830 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1076: model=default provider=custom in=106461 out=239 total=106700 latency=20.6s cache=93460/106461 (88%)
2026-07-13 10:15:58,273 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (2.42s, 945 chars)
2026-07-13 10:15:58,336 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6117 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:15:58,870 WARNING gateway.run: Synthetic event source unresolvable: session_key='sa-0-18161a30' platform='telegram' chat_type='' chat_id='-1003707758328' evt_type=?
2026-07-13 10:15:58,870 WARNING gateway.run: Dropping completion notification with no routing metadata for process proc_4c28bbfeff22
2026-07-13 10:16:03,465 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (290 chars)
2026-07-13 10:16:03,478 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='bạn phạm 1 quy tắc nghiêm trọng trong agents.md là ko được tự ý mark done task k' reply_to_id=12 reply_to_text=''
2026-07-13 10:16:03,618 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 10:16:03,711 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=210 msg='[NN Vo] bạn phạm 1 quy tắc nghiêm trọng trong agents.md là ko được tự ý mark don...'
2026-07-13 10:16:03,781 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6118 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:16:20,075 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6117 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:16:20,078 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1077: model=default provider=custom in=107064 out=266 total=107330 latency=21.8s
2026-07-13 10:16:20,118 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=7/60 budget=7/60 tool_turns=75 last_msg_role=assistant response_len=842 session=20260710_094439_1cb443b1
2026-07-13 10:16:20,155 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=187.8s api_calls=7 response=842 chars
2026-07-13 10:16:20,259 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:16:20,265 INFO gateway.platforms.base: [Telegram] Sending response (842 chars) to -1003707758328
2026-07-13 10:16:20,461 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 10:16:20,498 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=197 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-13 10:16:20,581 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6119 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:16:22,267 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6118 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:16:22,270 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #154: model=default provider=custom in=100982 out=744 total=101726 latency=18.5s
2026-07-13 10:16:22,449 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.14s, 4813 chars)
2026-07-13 10:16:24,053 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.58s, 18286 chars)
2026-07-13 10:16:24,141 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6122 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:16:39,122 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6119 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:16:39,124 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1: model=default provider=custom in=108472 out=661 total=109133 latency=18.6s
2026-07-13 10:16:39,186 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skills_list completed (0.06s, 17345 chars)
2026-07-13 10:16:39,230 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6123 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:16:45,830 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6123 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:16:45,831 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #2: model=default provider=custom in=104074 out=66 total=104140 latency=6.6s
2026-07-13 10:16:45,929 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.09s, 2556 chars)
2026-07-13 10:16:46,015 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6124 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:16:55,903 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6124 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:16:55,905 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #3: model=default provider=custom in=104711 out=568 total=105279 latency=9.9s cache=101888/104711 (97%)
2026-07-13 10:16:55,928 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.02s, 550 chars)
2026-07-13 10:16:55,974 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6125 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:16:56,219 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6122 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:16:56,220 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #155: model=default provider=custom in=103084 out=826 total=103910 latency=32.1s
2026-07-13 10:16:56,244 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=83 last_msg_role=assistant response_len=965 session=20260712_081412_654c5f58
2026-07-13 10:16:56,259 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=52.8s api_calls=2 response=965 chars
2026-07-13 10:16:56,299 INFO gateway.platforms.base: [Telegram] Sending response (965 chars) to -1003707758328
2026-07-13 10:17:06,005 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6125 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:17:06,008 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #4: model=default provider=custom in=105402 out=389 total=105791 latency=10.1s cache=102400/105402 (97%)
2026-07-13 10:17:06,248 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.23s, 208 chars)
2026-07-13 10:17:06,556 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6126 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:17:11,858 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Cached user photo at /root/.hermes/cache/images/img_bbdaaeabf442.jpg
2026-07-13 10:17:12,661 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing photo batch agent:main:telegram:group:-1003707758328:18:photo-burst with 1 image(s)
2026-07-13 10:17:12,685 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='breadcrum cần xuất hiển ở cả trang files nói chung nữa, ko chỉ ở trang .md' reply_to_id=18 reply_to_text=''
2026-07-13 10:17:13,155 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 10:17:13,264 INFO gateway.run: Image routing: text (mode=text). Pre-analyzing 1 image(s) via vision_analyze.
2026-07-13 10:17:13,265 INFO tools.vision_tools: Analyzing image: /root/.hermes/cache/images/img_bbdaaeabf442.jpg
2026-07-13 10:17:13,265 INFO tools.vision_tools: User prompt: Describe everything visible in this image in thorough detail. Include any text, code, data, objects,
2026-07-13 10:17:13,271 INFO tools.vision_tools: Image ready (16.7 KB)
2026-07-13 10:17:13,271 INFO tools.vision_tools: Converting image to base64...
2026-07-13 10:17:13,272 INFO tools.vision_tools: Image converted to base64 (22.4 KB)
2026-07-13 10:17:13,272 INFO tools.vision_tools: Processing image with vision model...
2026-07-13 10:17:21,202 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6126 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:17:21,202 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #5: model=default provider=custom in=122608 out=194 total=122802 latency=14.9s cache=7040/122608 (6%)
2026-07-13 10:17:21,519 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.31s, 1956 chars)
2026-07-13 10:17:21,560 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6127 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:17:31,673 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6127 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:17:31,675 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #6: model=default provider=custom in=123199 out=1040 total=124239 latency=10.1s cache=120576/123199 (98%)
2026-07-13 10:17:31,704 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.02s, 549 chars)
2026-07-13 10:17:31,745 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6128 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:17:35,889 INFO tools.vision_tools: Image analysis completed (1059 characters)
2026-07-13 10:17:35,996 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=198 msg="[The user sent an image~ Here's what I can see: The image displays a dark blue b..."
2026-07-13 10:17:36,029 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260710_094439_1cb443b1)
2026-07-13 10:17:36,076 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6129 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:17:39,499 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (58 chars)
2026-07-13 10:17:39,512 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='sửa đi, sửa master_tourism xong thì sửa sang master_policy' reply_to_id=12 reply_to_text=''
2026-07-13 10:17:39,734 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 10:17:39,828 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=215 msg='[NN Vo] sửa đi, sửa master_tourism xong thì sửa sang master_policy'
2026-07-13 10:17:39,913 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6130 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:17:40,204 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6129 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:17:40,206 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1078: model=default provider=custom in=115050 out=90 total=115140 latency=4.1s cache=87296/115050 (76%)
2026-07-13 10:17:40,340 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool read_file completed (0.11s, 3649 chars)
2026-07-13 10:17:40,400 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6135 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:17:42,782 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6128 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:17:42,785 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #7: model=default provider=custom in=124410 out=1542 total=125952 latency=11.1s cache=122112/124410 (98%)
2026-07-13 10:17:42,806 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.01s): {"success": false, "error": "Refusing background curator write_file for skill 'claude-bridge-orchestration': the current scripts/claude_openai_bridge.py content has not been loaded in this review turn
2026-07-13 10:17:42,851 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6136 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:17:46,490 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6136 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:17:46,491 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #8: model=default provider=custom in=125977 out=99 total=126076 latency=3.7s cache=122368/125977 (97%)
2026-07-13 10:17:46,563 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.07s, 5536 chars)
2026-07-13 10:17:46,620 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6137 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:17:48,772 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6135 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:17:48,772 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1079: model=default provider=custom in=116097 out=941 total=117038 latency=8.4s cache=113024/116097 (97%)
2026-07-13 10:17:49,094 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool patch completed (0.29s, 2462 chars)
2026-07-13 10:17:49,184 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6145 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:17:51,015 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6130 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:17:51,017 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #156: model=default provider=custom in=122602 out=844 total=123446 latency=11.1s cache=108928/122602 (89%)
2026-07-13 10:17:51,158 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.12s, 4201 chars)
2026-07-13 10:17:51,249 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6150 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:17:53,639 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6145 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:17:53,641 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1080: model=default provider=custom in=117753 out=291 total=118044 latency=4.5s cache=114944/117753 (98%)
2026-07-13 10:17:55,331 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (1.66s, 429 chars)
2026-07-13 10:17:55,401 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6152 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:17:56,785 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6137 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:17:56,786 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #9: model=default provider=custom in=127706 out=428 total=128134 latency=10.2s cache=123904/127706 (97%)
2026-07-13 10:17:56,868 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.08s, 8297 chars)
2026-07-13 10:17:56,920 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6153 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:17:59,887 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6152 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:17:59,887 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1081: model=default provider=custom in=118221 out=236 total=118457 latency=4.5s cache=115712/118221 (98%)
2026-07-13 10:17:59,949 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.04s, 1089 chars)
2026-07-13 10:18:00,006 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6155 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:18:04,556 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6155 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:18:04,557 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1082: model=default provider=custom in=118889 out=240 total=119129 latency=4.6s cache=116352/118889 (98%)
2026-07-13 10:18:04,573 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=5/60 budget=5/60 tool_turns=79 last_msg_role=assistant response_len=639 session=20260710_094439_1cb443b1
2026-07-13 10:18:04,626 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=51.9s api_calls=5 response=639 chars
2026-07-13 10:18:04,633 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:18:04,671 INFO gateway.platforms.base: [Telegram] Sending response (639 chars) to -1003707758328
2026-07-13 10:18:04,734 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 10:18:04,756 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=207 msg='Review the conversation above and consider saving to memory if appropriate.  Foc...'
2026-07-13 10:18:04,811 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6156 (_call):140188026119872 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:18:09,849 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6150 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:18:09,850 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #157: model=default provider=custom in=124045 out=1758 total=125803 latency=18.6s cache=120576/124045 (97%)
2026-07-13 10:18:10,406 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.10s, 9654 chars)
2026-07-13 10:18:10,478 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6161 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:18:12,510 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6153 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:18:12,512 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #10: model=default provider=custom in=130033 out=1675 total=131708 latency=15.6s cache=125696/130033 (97%)
2026-07-13 10:18:13,080 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.55s): {"success": false, "error": "Could not find a match for old_string in the file\n\nDid you mean one of these sections?\n  93| - **Service name conflict**: check `systemctl list-units --type=service` be
2026-07-13 10:18:13,135 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6162 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:18:18,389 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6156 (_call):140188026119872 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:18:18,391 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1: model=default provider=custom in=119048 out=1109 total=120157 latency=13.6s cache=106752/119048 (90%)
2026-07-13 10:18:18,446 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool memory returned error (0.00s): {"success": false, "error": "Memory at 2,100/2,200 chars. Adding this entry (177 chars) would exceed the limit. Consolidate now: use 'replace' to merge overlapping entries into shorter ones or 'remove
2026-07-13 10:18:18,493 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6163 (_call):140188026119872 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:18:21,724 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6161 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:18:21,726 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #158: model=default provider=custom in=118318 out=186 total=118504 latency=11.3s cache=101019/118318 (85%)
2026-07-13 10:18:21,741 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=3/60 tool_turns=85 last_msg_role=assistant response_len=620 session=20260712_081412_654c5f58
2026-07-13 10:18:21,752 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=42.2s api_calls=3 response=620 chars
2026-07-13 10:18:21,786 INFO gateway.platforms.base: [Telegram] Sending response (620 chars) to -1003707758328
2026-07-13 10:18:23,112 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6163 (_call):140188026119872 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:18:23,113 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #2: model=default provider=custom in=112233 out=258 total=112491 latency=4.6s
2026-07-13 10:18:23,124 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool memory completed (0.01s, 212 chars)
2026-07-13 10:18:23,163 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6164 (_call):140188026119872 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:18:24,927 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6164 (_call):140188026119872 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:18:24,928 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #3: model=default provider=custom in=112761 out=77 total=112838 latency=1.8s
2026-07-13 10:18:24,935 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool memory returned error (0.00s): {"success": false, "error": "Memory at 2,140/2,200 chars. Adding this entry (138 chars) would exceed the limit. Consolidate now: use 'replace' to merge overlapping entries into shorter ones or 'remove
2026-07-13 10:18:24,979 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6165 (_call):140188026119872 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:18:43,593 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6165 (_call):140188026119872 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:18:43,594 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #4: model=default provider=custom in=115827 out=2407 total=118234 latency=18.6s cache=22208/115827 (19%)
2026-07-13 10:18:43,611 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool memory completed (0.01s, 212 chars)
2026-07-13 10:18:43,661 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6166 (_call):140188026119872 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:18:50,667 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6166 (_call):140188026119872 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:18:50,668 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #5: model=default provider=custom in=116227 out=347 total=116574 latency=7.0s cache=22207/116227 (19%)
2026-07-13 10:18:50,675 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=5/16 budget=5/16 tool_turns=83 last_msg_role=assistant response_len=1120 session=20260710_094439_1cb443b1
2026-07-13 10:18:50,683 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:19:22,846 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6162 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:19:22,848 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #11: model=default provider=custom in=126819 out=605 total=127424 latency=69.7s cache=101634/126819 (80%)
2026-07-13 10:19:22,886 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.03s, 356 chars)
2026-07-13 10:19:22,941 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6167 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:19:30,115 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6167 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:19:30,116 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #12: model=default provider=custom in=128470 out=249 total=128719 latency=7.2s
2026-07-13 10:19:30,125 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=12/16 budget=12/16 tool_turns=86 last_msg_role=assistant response_len=1147 session=20260710_094439_1cb443b1
2026-07-13 10:19:30,131 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:21:04,917 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Cached user photo at /root/.hermes/cache/images/img_7b70fd72afd7.jpg
2026-07-13 10:21:05,718 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing photo batch agent:main:telegram:group:-1003707758328:18:photo-burst with 1 image(s)
2026-07-13 10:21:05,732 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='thế này thì sao mà đọc được, text contrast, rồi màu đủ thứ. Rồi có breadcrumb rồ' reply_to_id=18 reply_to_text=''
2026-07-13 10:21:05,865 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 10:21:05,936 INFO gateway.run: Image routing: text (mode=text). Pre-analyzing 1 image(s) via vision_analyze.
2026-07-13 10:21:05,937 INFO tools.vision_tools: Analyzing image: /root/.hermes/cache/images/img_7b70fd72afd7.jpg
2026-07-13 10:21:05,937 INFO tools.vision_tools: User prompt: Describe everything visible in this image in thorough detail. Include any text, code, data, objects,
2026-07-13 10:21:05,942 INFO tools.vision_tools: Image ready (10.1 KB)
2026-07-13 10:21:05,943 INFO tools.vision_tools: Converting image to base64...
2026-07-13 10:21:05,944 INFO tools.vision_tools: Image converted to base64 (13.5 KB)
2026-07-13 10:21:05,944 INFO tools.vision_tools: Processing image with vision model...
2026-07-13 10:21:25,827 INFO tools.vision_tools: Image analysis completed (2113 characters)
2026-07-13 10:21:25,899 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=208 msg="[The user sent an image~ Here's what I can see: Based on the image provided, her..."
2026-07-13 10:21:25,922 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260710_094439_1cb443b1)
2026-07-13 10:21:25,974 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6168 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:21:30,510 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6168 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:21:30,511 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1083: model=default provider=custom in=112145 out=1078 total=113223 latency=4.6s
2026-07-13 10:21:30,642 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool read_file completed (0.12s, 4303 chars)
2026-07-13 10:21:30,702 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6173 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:22:54,562 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6173 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:22:54,566 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1084: model=default provider=custom in=113416 out=1288 total=114704 latency=83.9s cache=105653/113416 (93%)
2026-07-13 10:22:54,782 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool patch completed (0.18s, 3671 chars)
2026-07-13 10:22:54,848 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6181 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:23:15,183 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6181 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:23:15,184 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1085: model=default provider=custom in=115824 out=135 total=115959 latency=20.4s
2026-07-13 10:23:16,430 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (1.22s, 1953 chars)
2026-07-13 10:23:16,507 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6183 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:23:19,463 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6183 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:23:19,464 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1086: model=default provider=custom in=116681 out=403 total=117084 latency=3.0s
2026-07-13 10:23:19,695 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool search_files completed (0.16s, 18 chars)
2026-07-13 10:23:19,742 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6187 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:23:38,637 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6187 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:23:38,639 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1087: model=default provider=custom in=117100 out=62 total=117162 latency=18.9s cache=101600/117100 (87%)
2026-07-13 10:23:38,736 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool search_files completed (0.07s, 260 chars)
2026-07-13 10:23:38,794 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6190 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:23:58,176 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6190 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:23:58,179 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1088: model=default provider=custom in=117278 out=106 total=117384 latency=19.4s cache=101528/117278 (87%)
2026-07-13 10:23:58,305 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool read_file completed (0.10s, 1114 chars)
2026-07-13 10:23:58,362 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6195 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:24:15,606 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6195 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:24:15,606 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1089: model=default provider=custom in=117726 out=236 total=117962 latency=17.3s cache=109721/117726 (93%)
2026-07-13 10:24:15,734 INFO agent.tool_executor: tool read_file completed (0.10s, 915 chars)
2026-07-13 10:24:15,748 INFO agent.tool_executor: tool read_file completed (0.11s, 727 chars)
2026-07-13 10:24:15,750 INFO agent.tool_executor: tool read_file completed (0.12s, 631 chars)
2026-07-13 10:24:15,820 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6208 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:24:33,875 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6208 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:24:33,876 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1090: model=default provider=custom in=118722 out=240 total=118962 latency=18.1s cache=113771/118722 (96%)
2026-07-13 10:24:33,965 INFO agent.tool_executor: tool read_file completed (0.07s, 161 chars)
2026-07-13 10:24:33,988 INFO agent.tool_executor: tool read_file completed (0.10s, 145 chars)
2026-07-13 10:24:34,049 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6217 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:24:54,962 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6217 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:24:54,963 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1091: model=default provider=custom in=127471 out=156 total=127627 latency=20.9s cache=117120/127471 (92%)
2026-07-13 10:24:55,139 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool search_files completed (0.08s, 18 chars)
2026-07-13 10:24:55,197 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6221 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:24:57,957 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6221 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:24:57,958 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1092: model=default provider=custom in=127645 out=86 total=127731 latency=2.8s cache=125568/127645 (98%)
2026-07-13 10:24:58,262 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool search_files completed (0.26s, 18 chars)
2026-07-13 10:24:58,316 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6225 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:25:01,119 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6225 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:25:01,120 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1093: model=default provider=custom in=127749 out=82 total=127831 latency=2.8s cache=125696/127749 (98%)
2026-07-13 10:25:01,363 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool search_files completed (0.22s, 18 chars)
2026-07-13 10:25:01,439 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6229 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:25:05,364 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6229 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:25:05,365 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1094: model=default provider=custom in=127849 out=149 total=127998 latency=4.0s cache=125824/127849 (98%)
2026-07-13 10:25:05,376 WARNING [20260710_094439_1cb443b1] run_agent: Removed duplicate tool call: search_files
2026-07-13 10:25:05,460 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool search_files completed (0.08s, 18 chars)
2026-07-13 10:25:05,514 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6233 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:25:08,918 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6233 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:25:08,919 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1095: model=default provider=custom in=127994 out=137 total=128131 latency=3.4s cache=125824/127994 (98%)
2026-07-13 10:25:08,990 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool search_files completed (0.05s, 111 chars)
2026-07-13 10:25:09,045 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6236 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:25:12,962 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6236 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:25:12,963 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1096: model=default provider=custom in=128179 out=125 total=128304 latency=3.9s cache=126080/128179 (98%)
2026-07-13 10:25:13,073 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool read_file completed (0.09s, 2628 chars)
2026-07-13 10:25:13,081 INFO [20260710_094439_1cb443b1] agent.conversation_compression: context compression started: session=20260710_094439_1cb443b1 messages=239 tokens=~128,179 model=default focus=None
2026-07-13 10:25:13,127 INFO [20260710_094439_1cb443b1] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-13 10:29:55,290 INFO [20260710_094439_1cb443b1] agent.conversation_compression: context compression done: session=20260710_094439_1cb443b1 messages=239->154 rough_tokens=~69,040 awaiting_real_usage=true
2026-07-13 10:29:55,349 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6241 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:30:49,006 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6241 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:30:49,010 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1097: model=default provider=custom in=76344 out=267 total=76611 latency=53.7s cache=2176/76344 (3%)
2026-07-13 10:30:49,222 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.12s, 169 chars)
2026-07-13 10:30:49,264 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6243 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:31:00,416 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6243 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:31:00,418 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1098: model=default provider=custom in=76546 out=766 total=77312 latency=11.2s cache=74240/76546 (97%)
2026-07-13 10:31:10,037 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool clarify completed (9.59s, 375 chars)
2026-07-13 10:31:10,085 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6244 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:31:10,568 INFO hermes_plugins.telegram_platform.adapter: Telegram clarify button resolved (id=1b309d6a69, choice='Chưa F5, tôi muốn kiểm tra trước đã', user=NN Vo)
2026-07-13 10:31:17,355 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6244 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:31:17,356 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1099: model=default provider=custom in=77478 out=370 total=77848 latency=7.3s cache=74496/77478 (96%)
2026-07-13 10:31:17,380 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=17/60 budget=17/60 tool_turns=64 last_msg_role=assistant response_len=847 session=20260710_094439_1cb443b1
2026-07-13 10:31:17,423 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=611.7s api_calls=17 response=847 chars
2026-07-13 10:31:17,455 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:31:17,471 INFO gateway.platforms.base: [Telegram] Sending response (847 chars) to -1003707758328
2026-07-13 10:31:17,558 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 10:31:17,582 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=159 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-13 10:31:17,623 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6245 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:31:44,101 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (464 chars)
2026-07-13 10:31:44,116 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tôi nhận ra 1 lỗi mới trong logic url file path vì folder /ceo và /ceo-project t' reply_to_id=18 reply_to_text=''
2026-07-13 10:31:44,249 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 10:31:44,337 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=159 msg='[NN Vo] tôi nhận ra 1 lỗi mới trong logic url file path vì folder /ceo và /ceo-p...'
2026-07-13 10:31:44,387 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6246 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:31:57,809 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6245 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:31:57,811 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1: model=default provider=custom in=78945 out=3112 total=82057 latency=40.2s cache=4352/78945 (6%)
2026-07-13 10:31:57,876 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skills_list completed (0.06s, 17345 chars)
2026-07-13 10:31:57,909 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6247 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:32:08,231 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6247 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:32:08,232 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #2: model=default provider=custom in=83733 out=605 total=84338 latency=10.3s cache=76928/83733 (92%)
2026-07-13 10:32:08,632 INFO agent.tool_executor: tool skill_view completed (0.39s, 3577 chars)
2026-07-13 10:32:08,658 INFO agent.tool_executor: tool skill_view completed (0.42s, 9208 chars)
2026-07-13 10:32:08,663 INFO agent.tool_executor: tool skill_view completed (0.42s, 22683 chars)
2026-07-13 10:32:08,696 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6248 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:32:20,084 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6248 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:32:20,085 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #3: model=default provider=custom in=94197 out=826 total=95023 latency=11.4s cache=81664/94197 (87%)
2026-07-13 10:32:20,141 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_view returned error (0.05s): {"success": false, "error": "File 'references/durable-web-server.md' not found in skill 'deploy-internal-dashboard'.", "available_files": {}, "hint": "Use one of the available file paths listed above"
2026-07-13 10:32:20,182 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6249 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:32:25,236 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6246 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:32:25,237 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1100: model=default provider=custom in=78002 out=3946 total=81948 latency=40.9s cache=75392/78002 (97%)
2026-07-13 10:32:25,340 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool read_file completed (0.08s, 3912 chars)
2026-07-13 10:32:25,394 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6254 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:32:45,812 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6249 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:32:45,814 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #4: model=default provider=custom in=94334 out=2350 total=96684 latency=25.7s cache=92160/94334 (98%)
2026-07-13 10:32:45,819 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool patch returned error (0.00s): {"error": "Background review denied non-whitelisted tool: patch. Only memory/skill tools are allowed."}
2026-07-13 10:32:45,864 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6255 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:32:55,745 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6255 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:32:55,746 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #5: model=default provider=custom in=95298 out=804 total=96102 latency=9.9s cache=92288/95298 (97%)
2026-07-13 10:32:55,764 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.01s): {"success": false, "error": "Refusing background curator patch for skill 'deploy-internal-dashboard': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SK
2026-07-13 10:32:55,803 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6256 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:32:59,497 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6256 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:32:59,498 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #6: model=default provider=custom in=96197 out=94 total=96291 latency=3.7s cache=93184/96197 (97%)
2026-07-13 10:32:59,565 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.06s, 9208 chars)
2026-07-13 10:32:59,604 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6257 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:32:59,905 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6254 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:32:59,906 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1101: model=default provider=custom in=79216 out=3740 total=82956 latency=34.5s cache=75904/79216 (96%)
2026-07-13 10:33:00,156 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool patch completed (0.23s, 1266 chars)
2026-07-13 10:33:00,203 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6265 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:33:01,865 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6265 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:33:01,868 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1102: model=default provider=custom in=75260 out=234 total=75494 latency=1.7s
2026-07-13 10:33:03,393 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (1.47s, 714 chars)
2026-07-13 10:33:03,444 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6267 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:33:06,451 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6257 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:33:06,454 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #7: model=default provider=custom in=98717 out=798 total=99515 latency=6.9s cache=94080/98717 (95%)
2026-07-13 10:33:06,478 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.02s): {"success": false, "error": "Escape-drift detected: old_string and new_string contain the literal sequence '\\\\\"' but the matched region of the file does not. This is almost always a tool-call seria
2026-07-13 10:33:06,524 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6268 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:33:14,258 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6267 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:33:14,260 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1103: model=default provider=custom in=75061 out=316 total=75377 latency=10.8s
2026-07-13 10:33:14,286 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6268 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:33:14,287 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #8: model=default provider=custom in=94278 out=209 total=94487 latency=7.8s
2026-07-13 10:33:14,396 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.10s, 9208 chars)
2026-07-13 10:33:14,458 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6275 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:33:14,639 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool patch completed (0.35s, 662 chars)
2026-07-13 10:33:14,694 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6277 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:33:17,535 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6275 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:33:17,537 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #9: model=default provider=custom in=96920 out=724 total=97644 latency=3.1s
2026-07-13 10:33:17,565 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.02s, 549 chars)
2026-07-13 10:33:17,610 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6278 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:33:20,327 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6277 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:33:20,328 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1104: model=default provider=custom in=76340 out=489 total=76829 latency=5.6s
2026-07-13 10:33:20,529 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool patch completed (0.19s, 1276 chars)
2026-07-13 10:33:20,573 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6286 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:33:23,879 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6286 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:33:23,880 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1105: model=default provider=custom in=77177 out=307 total=77484 latency=3.3s
2026-07-13 10:33:25,309 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (1.41s, 739 chars)
2026-07-13 10:33:25,350 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6288 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:33:30,034 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6278 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:33:30,035 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #10: model=default provider=custom in=98093 out=2285 total=100378 latency=12.4s
2026-07-13 10:33:30,056 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.02s, 543 chars)
2026-07-13 10:33:30,093 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6289 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:33:45,829 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6288 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:33:45,830 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1106: model=default provider=custom in=76435 out=649 total=77084 latency=20.5s
2026-07-13 10:33:46,012 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool patch completed (0.16s, 1049 chars)
2026-07-13 10:33:46,051 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6297 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:33:48,434 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6289 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:33:48,436 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #11: model=default provider=custom in=98526 out=20 total=98546 latency=18.4s
2026-07-13 10:33:48,504 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.06s, 3577 chars)
2026-07-13 10:33:48,542 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6298 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:34:37,910 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6298 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:34:37,911 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #12: model=default provider=custom in=99412 out=329 total=99741 latency=49.4s cache=93446/99412 (94%)
2026-07-13 10:34:37,925 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.01s): {"success": false, "error": "Found 2 matches for old_string. Provide more context to make it unique, or use replace_all=True.", "file_preview": "---\nname: telegram-operational-routing\ndescription: T
2026-07-13 10:34:37,979 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6299 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:34:39,357 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6299 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:34:39,358 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #13: model=default provider=custom in=99900 out=392 total=100292 latency=1.4s cache=93444/99900 (94%)
2026-07-13 10:34:39,379 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.02s, 555 chars)
2026-07-13 10:34:39,428 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6300 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:34:51,498 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6297 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:34:51,499 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1107: model=default provider=custom in=77365 out=303 total=77668 latency=65.5s
2026-07-13 10:34:52,921 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (1.40s, 617 chars)
2026-07-13 10:34:52,990 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6302 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:35:00,556 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6300 (_call):140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:35:00,557 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #14: model=default provider=custom in=100477 out=249 total=100726 latency=21.2s
2026-07-13 10:35:00,571 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=14/16 budget=14/16 tool_turns=77 last_msg_role=assistant response_len=859 session=20260710_094439_1cb443b1
2026-07-13 10:35:00,578 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:35:14,036 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6302 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:35:14,036 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1108: model=default provider=custom in=77897 out=227 total=78124 latency=21.1s cache=16205/77897 (21%)
2026-07-13 10:35:14,056 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=9/60 budget=9/60 tool_turns=72 last_msg_role=assistant response_len=756 session=20260710_094439_1cb443b1
2026-07-13 10:35:14,080 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=210.0s api_calls=9 response=756 chars
2026-07-13 10:35:14,122 INFO gateway.platforms.base: [Telegram] Sending response (756 chars) to -1003707758328
2026-07-13 10:46:03,469 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (125 chars)
2026-07-13 10:46:03,487 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='nhưng cách sửa như vậy khác nào reject sự tồn tại của file gốc ở files/opt/ai-os' reply_to_id=18 reply_to_text=''
2026-07-13 10:46:03,693 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 10:46:03,777 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=177 msg='[NN Vo] nhưng cách sửa như vậy khác nào reject sự tồn tại của file gốc ở files/o...'
2026-07-13 10:46:03,843 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6303 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:46:27,851 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6303 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:46:27,853 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1109: model=default provider=custom in=78168 out=2867 total=81035 latency=24.0s
2026-07-13 10:46:27,973 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool read_file completed (0.10s, 1026 chars)
2026-07-13 10:46:28,015 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6308 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:46:47,052 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6308 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:46:47,053 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1110: model=default provider=custom in=78557 out=764 total=79321 latency=19.1s
2026-07-13 10:46:47,299 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool patch completed (0.21s, 1379 chars)
2026-07-13 10:46:47,357 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6316 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:47:11,298 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6316 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:47:11,299 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1111: model=default provider=custom in=72870 out=229 total=73099 latency=24.0s
2026-07-13 10:47:12,548 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (1.22s, 506 chars)
2026-07-13 10:47:12,603 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6318 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:47:20,605 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6318 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:47:20,606 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1112: model=default provider=custom in=73287 out=172 total=73459 latency=8.0s cache=70656/73287 (96%)
2026-07-13 10:47:20,709 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.08s, 6693 chars)
2026-07-13 10:47:20,759 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6320 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:48:04,893 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6320 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:48:04,895 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1113: model=default provider=custom in=75889 out=2697 total=78586 latency=44.2s cache=71168/75889 (94%)
2026-07-13 10:48:05,112 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool patch completed (0.20s, 1453 chars)
2026-07-13 10:48:05,167 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6328 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:50:32,296 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6328 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:50:32,300 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1114: model=default provider=custom in=76708 out=208 total=76916 latency=147.2s cache=73728/76708 (96%)
2026-07-13 10:50:32,456 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.13s, 77 chars)
2026-07-13 10:50:32,515 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6330 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:51:13,656 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6330 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:51:13,657 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1115: model=default provider=custom in=76949 out=1641 total=78590 latency=41.2s cache=74752/76949 (97%)
2026-07-13 10:51:13,831 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool read_file completed (0.11s, 5818 chars)
2026-07-13 10:51:13,880 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6335 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:52:19,844 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6335 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:52:19,847 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1116: model=default provider=custom in=78475 out=4078 total=82553 latency=66.0s cache=74752/78475 (95%)
2026-07-13 10:52:20,093 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool patch completed (0.22s, 3639 chars)
2026-07-13 10:52:20,158 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6343 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:52:38,358 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6343 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:52:38,359 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1117: model=default provider=custom in=81102 out=323 total=81425 latency=18.2s cache=76288/81102 (94%)
2026-07-13 10:52:39,809 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (1.43s, 13452 chars)
2026-07-13 10:52:39,862 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6345 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:53:06,307 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6345 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:53:06,307 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1118: model=default provider=custom in=86271 out=1439 total=87710 latency=26.5s cache=78848/86271 (91%)
2026-07-13 10:53:06,326 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=10/60 budget=10/60 tool_turns=81 last_msg_role=assistant response_len=1075 session=20260710_094439_1cb443b1
2026-07-13 10:53:06,351 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=422.9s api_calls=10 response=1075 chars
2026-07-13 10:53:06,397 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:53:06,414 INFO gateway.platforms.base: [Telegram] Sending response (1075 chars) to -1003707758328
2026-07-13 10:53:06,500 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 10:53:06,520 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=197 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-13 10:53:06,575 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6346 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:53:43,938 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6346 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:53:43,939 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1: model=default provider=custom in=102965 out=1759 total=104724 latency=37.4s cache=69760/102965 (68%)
2026-07-13 10:53:44,016 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.07s, 50129 chars)
2026-07-13 10:53:44,057 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6347 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:54:06,238 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6347 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:54:06,239 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #2: model=default provider=custom in=116732 out=1232 total=117964 latency=22.2s cache=100864/116732 (86%)
2026-07-13 10:54:06,276 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.03s, 282 chars)
2026-07-13 10:54:06,329 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6348 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:54:17,915 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6348 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:54:17,916 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #3: model=default provider=custom in=117215 out=975 total=118190 latency=11.6s cache=114688/117215 (98%)
2026-07-13 10:54:17,962 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.04s): {"success": false, "error": "Escape-drift detected: old_string and new_string contain the literal sequence '\\\\\"' but the matched region of the file does not. This is almost always a tool-call seria
2026-07-13 10:54:18,009 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6349 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:54:25,304 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6349 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:54:25,305 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #4: model=default provider=custom in=118368 out=134 total=118502 latency=7.3s cache=115200/118368 (97%)
2026-07-13 10:54:25,307 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool search_files returned error (0.00s): {"error": "Background review denied non-whitelisted tool: search_files. Only memory/skill tools are allowed."}
2026-07-13 10:54:25,362 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6350 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:54:29,281 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6350 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:54:29,282 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #5: model=default provider=custom in=118539 out=85 total=118624 latency=3.9s cache=116352/118539 (98%)
2026-07-13 10:54:29,345 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.06s, 50176 chars)
2026-07-13 10:54:29,386 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6351 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:54:41,690 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6351 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:54:41,691 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #6: model=default provider=custom in=132331 out=937 total=133268 latency=12.3s cache=116480/132331 (88%)
2026-07-13 10:54:41,724 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.03s): {"success": false, "error": "Escape-drift detected: old_string and new_string contain the literal sequence '\\\\\"' but the matched region of the file does not. This is almost always a tool-call seria
2026-07-13 10:54:41,765 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6352 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:54:56,074 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6352 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:54:56,075 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #7: model=default provider=custom in=133314 out=1075 total=134389 latency=14.3s cache=130304/133314 (98%)
2026-07-13 10:54:56,120 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.04s, 531 chars)
2026-07-13 10:54:56,173 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6353 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:55:06,769 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6353 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:55:06,770 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #8: model=default provider=custom in=134199 out=744 total=134943 latency=10.6s cache=131200/134199 (98%)
2026-07-13 10:55:06,823 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.05s, 538 chars)
2026-07-13 10:55:06,867 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6354 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:55:17,645 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6354 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:55:17,646 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #9: model=default provider=custom in=135078 out=722 total=135800 latency=10.8s cache=132096/135078 (98%)
2026-07-13 10:55:17,703 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.05s, 527 chars)
2026-07-13 10:55:17,758 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6355 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:55:28,490 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6355 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:55:28,492 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #10: model=default provider=custom in=135909 out=643 total=136552 latency=10.8s cache=132992/135909 (98%)
2026-07-13 10:55:28,537 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.04s, 533 chars)
2026-07-13 10:55:28,593 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6356 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:55:32,732 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6356 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:55:32,734 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #11: model=default provider=custom in=136411 out=57 total=136468 latency=4.2s cache=133888/136411 (98%)
2026-07-13 10:55:32,817 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.08s, 53819 chars)
2026-07-13 10:55:32,871 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6357 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:55:35,517 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6357 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:55:35,519 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #12: model=default provider=custom in=145482 out=437 total=145919 latency=2.7s
2026-07-13 10:55:35,524 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.00s, 106 chars)
2026-07-13 10:55:35,587 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6358 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:55:41,476 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6358 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 10:55:41,477 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #13: model=default provider=custom in=143551 out=571 total=144122 latency=5.9s
2026-07-13 10:55:41,484 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=13/16 budget=13/16 tool_turns=93 last_msg_role=assistant response_len=1325 session=20260710_094439_1cb443b1
2026-07-13 10:55:41,490 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 11:04:12,647 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (2 chars)
2026-07-13 11:04:12,672 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='ok' reply_to_id=18 reply_to_text=''
2026-07-13 11:04:12,896 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 11:04:12,973 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=197 msg='[NN Vo] ok'
2026-07-13 11:04:13,044 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6359 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 11:04:23,265 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6359 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 11:04:23,267 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1119: model=default provider=custom in=93331 out=2065 total=95396 latency=10.2s
2026-07-13 11:04:23,464 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool patch completed (0.18s, 4537 chars)
2026-07-13 11:04:23,513 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6367 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 11:04:25,442 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6367 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 11:04:25,444 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1120: model=default provider=custom in=96914 out=163 total=97077 latency=2.0s
2026-07-13 11:04:26,690 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (1.22s, 184 chars)
2026-07-13 11:04:26,746 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6369 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 11:04:32,114 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6369 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 11:04:32,114 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1121: model=default provider=custom in=99586 out=128 total=99714 latency=5.4s
2026-07-13 11:04:32,209 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.06s, 5841 chars)
2026-07-13 11:04:32,259 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6371 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 11:04:35,103 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6371 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 11:04:35,107 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1122: model=default provider=custom in=101667 out=294 total=101961 latency=2.9s cache=96792/101667 (95%)
2026-07-13 11:04:35,134 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/60 budget=4/60 tool_turns=84 last_msg_role=assistant response_len=998 session=20260710_094439_1cb443b1
2026-07-13 11:04:35,171 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=22.5s api_calls=4 response=998 chars
2026-07-13 11:04:35,215 INFO gateway.platforms.base: [Telegram] Sending response (998 chars) to -1003707758328
2026-07-13 11:16:26,363 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:1 (88 chars)
2026-07-13 11:16:26,390 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='update agents.md về quy tắc gửi file cho tôi thì gửi url 100… đúng path để truy ' reply_to_id=None reply_to_text=''
2026-07-13 11:16:26,546 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_1:140187455710912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 11:16:26,725 INFO [20260710_094439_1cb443b1] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 11:16:26,753 INFO [20260713_090238_3402e480] agent.turn_context: conversation turn: session=20260713_090238_3402e480 model=default provider=custom platform=telegram history=1 msg='[NN Vo] update agents.md về quy tắc gửi file cho tôi thì gửi url 100… đúng path ...'
2026-07-13 11:16:26,773 INFO [20260713_090238_3402e480] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260713_090238_3402e480)
2026-07-13 11:16:26,806 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6372 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 11:16:31,691 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6372 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 11:16:31,692 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #1: model=default provider=custom in=24582 out=736 total=25318 latency=4.9s
2026-07-13 11:16:31,767 WARNING [20260713_090238_3402e480] agent.tool_executor: Tool read_file returned error (0.05s): {"content": "", "total_lines": 0, "file_size": 0, "truncated": false, "is_binary": false, "is_image": false, "error": "File not found: AGENTS.md"}
2026-07-13 11:16:31,797 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6375 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 11:16:51,978 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6375 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 11:16:51,978 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #2: model=default provider=custom in=25004 out=107 total=25111 latency=20.2s
2026-07-13 11:16:52,076 INFO [20260713_090238_3402e480] agent.tool_executor: tool search_files completed (0.08s, 18 chars)
2026-07-13 11:16:52,104 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6379 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 11:16:54,259 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6379 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 11:16:54,260 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #3: model=default provider=custom in=25045 out=147 total=25192 latency=2.2s cache=20324/25045 (81%)
2026-07-13 11:16:54,342 INFO [20260713_090238_3402e480] agent.tool_executor: tool search_files completed (0.06s, 105 chars)
2026-07-13 11:16:54,371 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6382 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 11:18:15,554 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6382 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 11:18:15,559 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #4: model=default provider=custom in=25136 out=214 total=25350 latency=81.2s
2026-07-13 11:18:15,740 INFO [20260713_090238_3402e480] agent.tool_executor: tool read_file completed (0.14s, 13113 chars)
2026-07-13 11:18:15,775 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6387 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 11:18:33,834 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6387 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 11:18:33,837 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #5: model=default provider=custom in=29082 out=25 total=29107 latency=18.1s cache=20338/29082 (70%)
2026-07-13 11:18:33,958 INFO [20260713_090238_3402e480] agent.tool_executor: tool search_files completed (0.09s, 18 chars)
2026-07-13 11:18:33,982 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6390 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 11:18:35,212 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6390 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 11:18:35,213 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #6: model=default provider=custom in=29123 out=40 total=29163 latency=1.2s
2026-07-13 11:18:35,370 INFO [20260713_090238_3402e480] agent.tool_executor: tool search_files completed (0.14s, 1444 chars)
2026-07-13 11:18:35,416 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6393 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 11:18:56,860 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6393 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 11:18:56,863 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #7: model=default provider=custom in=29688 out=309 total=29997 latency=21.5s
2026-07-13 11:18:57,080 INFO [20260713_090238_3402e480] agent.tool_executor: tool patch completed (0.19s, 3698 chars)
2026-07-13 11:18:57,118 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6402 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 11:19:14,935 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6402 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 11:19:14,937 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #8: model=default provider=custom in=31145 out=44 total=31189 latency=17.8s
2026-07-13 11:19:14,965 INFO [20260713_090238_3402e480] agent.tool_executor: tool terminal completed (0.01s, 149 chars)
2026-07-13 11:19:14,992 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6403 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 11:19:31,274 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6403 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 11:19:31,275 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #9: model=default provider=custom in=31253 out=35 total=31288 latency=16.3s cache=24399/31253 (78%)
2026-07-13 11:19:31,294 INFO [20260713_090238_3402e480] agent.tool_executor: tool process completed (0.00s, 932 chars)
2026-07-13 11:19:31,319 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6404 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 11:19:47,263 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6404 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 11:19:47,264 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #10: model=default provider=custom in=31647 out=22 total=31669 latency=16.0s cache=24396/31647 (77%)
2026-07-13 11:19:47,365 INFO [20260713_090238_3402e480] agent.tool_executor: tool terminal completed (0.08s, 848 chars)
2026-07-13 11:19:47,395 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6406 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 11:20:34,493 INFO gateway.run: Invalidated run generation for agent:main:telegram:group:-1003707758328:1 → 6 (stop_command)
2026-07-13 11:20:34,507 INFO run_agent: OpenAI client closed (cache_evict, shared=True, tcp_force_closed=0) thread=agent-evict-agent:main:telegram:grou:140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 11:20:34,507 INFO gateway.run: STOP for session agent:main:telegram:group:-1003707758328:1 — agent interrupted, session lock released
2026-07-13 11:20:34,512 INFO gateway.platforms.base: [Telegram] Sending command '/stop' response (41 chars) to -1003707758328
2026-07-13 11:20:34,537 INFO [20260713_090238_3402e480] run_agent: OpenAI client aborted (stream_interrupt_abort, shared=False, tcp_force_closed=0, deferred_close=stranger_thread) thread=hermes-gateway_1:140187455710912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 11:20:34,548 INFO [20260713_090238_3402e480] agent.conversation_loop: Turn ended: reason=interrupted_during_api_call model=default api_calls=11/60 budget=11/60 tool_turns=10 last_msg_role=assistant response_len=66 session=20260713_090238_3402e480
2026-07-13 11:20:34,556 INFO gateway.run: Ignoring control interrupt message for session agent:main:telegram:group:-1003707758328:1: Stop requested
2026-07-13 11:20:34,556 INFO gateway.run: Discarding stale agent result for agent:main:telegram:group:-1003707758328:1 — generation 5 is no longer current
2026-07-13 11:20:40,032 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (88 chars)
2026-07-13 11:20:40,043 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='update agents.md về quy tắc gửi file cho tôi thì gửi url 100… đúng path để truy ' reply_to_id=18 reply_to_text=''
2026-07-13 11:20:40,264 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 11:20:40,338 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=205 msg='[NN Vo] update agents.md về quy tắc gửi file cho tôi thì gửi url 100… đúng path ...'
2026-07-13 11:20:40,398 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6407 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 11:21:00,149 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6406 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 11:21:00,739 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6407 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 11:21:00,742 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1123: model=default provider=custom in=108406 out=89 total=108495 latency=20.4s cache=77184/108406 (71%)
2026-07-13 11:21:00,856 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool read_file completed (0.09s, 4337 chars)
2026-07-13 11:21:00,920 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6412 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 11:21:04,042 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6412 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 11:21:04,043 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1124: model=default provider=custom in=109861 out=89 total=109950 latency=3.1s cache=106368/109861 (97%)
2026-07-13 11:21:04,147 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool read_file completed (0.09s, 9060 chars)
2026-07-13 11:21:04,561 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6417 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 11:21:11,818 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6417 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 11:21:11,818 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1125: model=default provider=custom in=112850 out=665 total=113515 latency=7.3s cache=107904/112850 (96%)
2026-07-13 11:21:11,995 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool patch completed (0.16s, 3852 chars)
2026-07-13 11:21:12,051 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6426 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 11:21:15,559 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6426 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 11:21:15,560 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1126: model=default provider=custom in=114886 out=144 total=115030 latency=3.5s cache=111488/114886 (97%)
2026-07-13 11:21:15,672 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool read_file completed (0.09s, 912 chars)
2026-07-13 11:21:15,712 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6431 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 11:21:22,501 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6431 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 11:21:22,502 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1127: model=default provider=custom in=115350 out=184 total=115534 latency=6.8s cache=112768/115350 (98%)
2026-07-13 11:21:22,519 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=5/60 budget=5/60 tool_turns=88 last_msg_role=assistant response_len=476 session=20260710_094439_1cb443b1
2026-07-13 11:21:22,550 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=42.5s api_calls=5 response=476 chars
2026-07-13 11:21:22,581 INFO gateway.platforms.base: [Telegram] Sending response (476 chars) to -1003707758328
2026-07-13 11:21:27,567 INFO gateway.run: Process proc_595f0708e84c finished — injecting agent notification for session agent:main:telegram:group:-1003707758328:1 chat=-1003707758328 thread=1
2026-07-13 11:21:27,585 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='[IMPORTANT: Background process proc_595f0708e84c exited (exit code 1). Command: ' reply_to_id=None reply_to_text=''
2026-07-13 11:21:27,767 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 11:21:27,904 INFO [20260713_090238_3402e480] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_1:140187455710912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 11:21:28,000 INFO [20260713_090238_3402e480] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 11:21:28,029 INFO [20260713_090238_3402e480] agent.turn_context: conversation turn: session=20260713_090238_3402e480 model=default provider=custom platform=telegram history=23 msg='[NN Vo] [IMPORTANT: Background process proc_595f0708e84c exited (exit code 1). C...'
2026-07-13 11:21:28,047 INFO [20260713_090238_3402e480] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260713_090238_3402e480)
2026-07-13 11:21:28,073 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6432 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 11:22:40,831 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6432 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 11:22:40,834 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #1: model=default provider=custom in=29222 out=204 total=29426 latency=72.8s
2026-07-13 11:22:41,271 INFO [20260713_090238_3402e480] agent.tool_executor: tool skill_view completed (0.40s, 53667 chars)
2026-07-13 11:22:41,323 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6433 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 11:22:58,213 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6433 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 11:22:58,215 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #2: model=default provider=custom in=43047 out=368 total=43415 latency=16.9s cache=27136/43047 (63%)
2026-07-13 11:22:58,360 INFO agent.tool_executor: tool read_file completed (0.12s, 14894 chars)
2026-07-13 11:22:58,366 INFO agent.tool_executor: tool search_files completed (0.12s, 2877 chars)
2026-07-13 11:22:58,426 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6440 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 11:23:06,225 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6440 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 11:23:06,225 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #3: model=default provider=custom in=48700 out=279 total=48979 latency=7.8s cache=40960/48700 (84%)
2026-07-13 11:23:06,324 INFO agent.tool_executor: tool read_file completed (0.08s, 4641 chars)
2026-07-13 11:23:06,329 INFO agent.tool_executor: tool read_file completed (0.08s, 11392 chars)
2026-07-13 11:23:06,371 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6449 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 11:23:49,356 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6449 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 11:23:49,357 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #4: model=default provider=custom in=53339 out=2407 total=55746 latency=43.0s cache=46592/53339 (87%)
2026-07-13 11:23:49,462 INFO [20260713_090238_3402e480] agent.tool_executor: tool terminal completed (0.08s, 206 chars)
2026-07-13 11:23:50,572 INFO [20260713_090238_3402e480] agent.tool_executor: tool read_file completed (0.10s, 6627 chars)
2026-07-13 11:23:50,610 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6455 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 11:24:15,198 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6455 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 11:24:15,199 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #5: model=default provider=custom in=55634 out=1269 total=56903 latency=24.6s cache=51200/55634 (92%)
2026-07-13 11:24:15,222 INFO [20260713_090238_3402e480] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=5/60 budget=5/60 tool_turns=14 last_msg_role=assistant response_len=872 session=20260713_090238_3402e480
2026-07-13 11:24:15,265 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=167.7s api_calls=5 response=872 chars
2026-07-13 11:24:15,310 INFO gateway.platforms.base: [Telegram] Sending response (872 chars) to -1003707758328
2026-07-13 11:40:08,701 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (28 chars)
2026-07-13 11:40:08,727 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='rồi link file agents.md đâu?' reply_to_id=18 reply_to_text=''
2026-07-13 11:40:08,945 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-13 11:40:09,040 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=215 msg='[NN Vo] rồi link file agents.md đâu?'
2026-07-13 11:40:09,127 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6456 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 11:40:26,173 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6456 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 11:40:26,174 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1128: model=default provider=custom in=98676 out=578 total=99254 latency=17.1s
2026-07-13 11:40:26,205 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=88 last_msg_role=assistant response_len=163 session=20260710_094439_1cb443b1
2026-07-13 11:40:26,222 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=17.5s api_calls=1 response=163 chars
2026-07-13 11:40:26,264 INFO gateway.platforms.base: [Telegram] Sending response (163 chars) to -1003707758328
2026-07-13 11:47:35,794 INFO gateway.run: Image cache cleanup: removed 2 stale file(s)
2026-07-13 12:47:36,236 INFO gateway.run: Image cache cleanup: removed 6 stale file(s)
2026-07-13 13:47:36,559 INFO gateway.run: Image cache cleanup: removed 1 stale file(s)
2026-07-13 16:33:39,663 INFO gateway.platforms.base: [Telegram] Sending response (23 chars) to -1003707758328
2026-07-13 16:47:37,790 INFO gateway.run: Image cache cleanup: removed 10 stale file(s)
2026-07-13 17:47:38,141 INFO gateway.run: Image cache cleanup: removed 8 stale file(s)
2026-07-13 18:47:38,477 INFO gateway.run: Image cache cleanup: removed 1 stale file(s)
2026-07-13 19:09:32,266 WARNING plugins.platforms.telegram.telegram_network: [Telegram] Sticky fallback IP 149.154.166.110 failed; resetting to primary DNS path
2026-07-13 19:09:32,267 WARNING plugins.platforms.telegram.telegram_network: [Telegram] Fallback IP 149.154.166.110 failed: 
2026-07-13 19:51:29,715 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=asyncio_3:124370072614592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-13 19:51:29,721 INFO tui_gateway.ws: ws closed peer=127.0.0.1:36990 reason=client_disconnect(code=1006,reason=) messages=1 parse_errors=0 dispatch_crashes=0 send_failures=0 reaped_sessions=1 detached_sessions=0
2026-07-13 19:51:32,024 INFO hermes_cli.web_server: pty accepted peer=127.0.0.1 mode=loopback cred=token
2026-07-13 19:51:41,565 INFO hermes_cli.web_server: pty accepted peer=127.0.0.1 mode=loopback cred=token
2026-07-13 21:00:09,218 INFO tui_gateway.ws: ws closed peer=127.0.0.1:40556 reason=client_disconnect(code=1005,reason=) messages=64175 parse_errors=0 dispatch_crashes=0 send_failures=0 reaped_sessions=0 detached_sessions=1
2026-07-13 21:00:25,270 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=Thread-6 (_loop):124371028920000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 03:25:49,157 WARNING hermes_plugins.telegram_platform.adapter: [Telegram] Telegram network error, scheduling reconnect: Bad Gateway
2026-07-14 03:25:49,168 WARNING hermes_plugins.telegram_platform.adapter: [Telegram] Telegram network error (attempt 1/10), reconnecting in 5s. Error: Bad Gateway
2026-07-14 03:26:09,173 WARNING hermes_plugins.telegram_platform.adapter: [Telegram] updater.stop() timed out during network-error reconnect (likely CLOSE-WAIT socket); forcing drain and restart without clean stop
2026-07-14 03:26:21,515 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Telegram polling resumed after network error (attempt 1)
2026-07-14 04:04:51,533 INFO gateway.run: Session expiry: 2 sessions to finalize (telegram:2)
2026-07-14 04:04:51,578 INFO [20260713_090238_3402e480] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=hermes-gateway_1:140187455710912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 04:04:51,692 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=hermes-gateway_0:140188953245376 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 04:04:51,791 INFO gateway.run: Session expiry done: 2 finalized
2026-07-14 06:24:29,627 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Cached user photo at /root/.hermes/cache/images/img_3e730b084174.jpg
2026-07-14 06:24:30,429 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing photo batch agent:main:telegram:group:-1003707758328:18:photo-burst with 1 image(s)
2026-07-14 06:24:30,460 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tại sao trên git của tôi lại có tới 5 repo của aios, trong khi chỉ nên có 1 để l' reply_to_id=18 reply_to_text=''
2026-07-14 06:24:30,916 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 06:24:31,013 INFO gateway.run: Image routing: text (mode=text). Pre-analyzing 1 image(s) via vision_analyze.
2026-07-14 06:24:31,016 INFO tools.vision_tools: Analyzing image: /root/.hermes/cache/images/img_3e730b084174.jpg
2026-07-14 06:24:31,017 INFO tools.vision_tools: User prompt: Describe everything visible in this image in thorough detail. Include any text, code, data, objects,
2026-07-14 06:24:31,031 INFO tools.vision_tools: Image ready (16.9 KB)
2026-07-14 06:24:31,032 INFO tools.vision_tools: Converting image to base64...
2026-07-14 06:24:31,037 INFO tools.vision_tools: Image converted to base64 (22.6 KB)
2026-07-14 06:24:31,037 INFO tools.vision_tools: Processing image with vision model...
2026-07-14 06:24:42,510 INFO tools.vision_tools: Image analysis completed (1730 characters)
2026-07-14 06:24:42,715 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=217 msg="[The user sent an image~ Here's what I can see: The image is a cropped screensho..."
2026-07-14 06:24:42,965 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6457 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:24:55,425 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6457 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:24:55,430 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1129: model=default provider=custom in=99250 out=583 total=99833 latency=12.5s
2026-07-14 06:24:56,104 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.62s, 901 chars)
2026-07-14 06:24:56,172 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6459 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:25:13,642 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6459 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:25:13,644 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1130: model=default provider=custom in=99739 out=1025 total=100764 latency=17.5s cache=96768/99739 (97%)
2026-07-14 06:25:13,669 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=89 last_msg_role=assistant response_len=1608 session=20260710_094439_1cb443b1
2026-07-14 06:25:13,723 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=43.3s api_calls=2 response=1608 chars
2026-07-14 06:25:13,772 INFO gateway.platforms.base: [Telegram] Sending response (1608 chars) to -1003707758328
2026-07-14 06:25:44,421 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (15 chars)
2026-07-14 06:25:44,433 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='đúng rồi làm đi' reply_to_id=18 reply_to_text=''
2026-07-14 06:25:44,559 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 06:25:44,657 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=221 msg='[NN Vo] đúng rồi làm đi'
2026-07-14 06:25:50,409 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6460 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:25:56,169 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6460 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:25:56,170 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1131: model=default provider=custom in=100260 out=94 total=100354 latency=11.4s
2026-07-14 06:25:56,642 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.41s, 15680 chars)
2026-07-14 06:25:56,695 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6461 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:26:06,918 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6461 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:26:06,921 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1132: model=default provider=custom in=105189 out=389 total=105578 latency=10.2s
2026-07-14 06:26:07,930 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.99s, 362 chars)
2026-07-14 06:26:09,721 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.78s, 1121 chars)
2026-07-14 06:26:16,729 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (6.00s, 256 chars)
2026-07-14 06:26:16,804 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6465 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:26:24,789 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6465 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:26:24,792 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1133: model=default provider=custom in=106185 out=213 total=106398 latency=8.0s cache=97792/106185 (92%)
2026-07-14 06:26:25,813 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.99s, 3107 chars)
2026-07-14 06:26:25,883 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6467 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:26:47,246 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6467 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:26:47,247 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1134: model=default provider=custom in=125320 out=1581 total=126901 latency=21.4s cache=113408/125320 (90%)
2026-07-14 06:26:47,276 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/60 budget=4/60 tool_turns=92 last_msg_role=assistant response_len=2167 session=20260710_094439_1cb443b1
2026-07-14 06:26:47,313 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=62.9s api_calls=4 response=2167 chars
2026-07-14 06:26:47,378 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:26:47,393 INFO gateway.platforms.base: [Telegram] Sending response (2167 chars) to -1003707758328
2026-07-14 06:26:47,480 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 06:26:47,504 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=231 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 06:26:47,578 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6468 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:26:53,171 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6468 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:26:53,172 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1: model=default provider=custom in=120440 out=222 total=120662 latency=5.6s
2026-07-14 06:26:53,177 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/16 budget=1/16 tool_turns=92 last_msg_role=assistant response_len=773 session=20260710_094439_1cb443b1
2026-07-14 06:26:53,183 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:29:08,653 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (172 chars)
2026-07-14 06:29:08,673 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='ok tự tạo task kanban chia các phase là các subtask, dependency cụ thể, tôi duyệ' reply_to_id=18 reply_to_text=''
2026-07-14 06:29:08,909 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 06:29:08,984 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=231 msg='[NN Vo] ok tự tạo task kanban chia các phase là các subtask, dependency cụ thể, ...'
2026-07-14 06:29:09,006 INFO [20260710_094439_1cb443b1] agent.turn_context: Preflight compression: ~134,464 tokens >= 128,000 threshold (model default, ctx 256,000)
2026-07-14 06:29:09,008 INFO [20260710_094439_1cb443b1] agent.conversation_compression: context compression started: session=20260710_094439_1cb443b1 messages=232 tokens=~134,464 model=default focus=None
2026-07-14 06:29:09,064 INFO [20260710_094439_1cb443b1] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-14 06:29:29,576 INFO [20260710_094439_1cb443b1] agent.conversation_compression: context compression done: session=20260710_094439_1cb443b1 messages=232->67 rough_tokens=~65,511 awaiting_real_usage=true
2026-07-14 06:29:29,592 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260710_094439_1cb443b1)
2026-07-14 06:29:29,629 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6469 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:29:34,171 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6469 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:29:34,174 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1135: model=default provider=custom in=61732 out=640 total=62372 latency=4.6s
2026-07-14 06:29:34,286 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool todo completed (0.00s, 1280 chars)
2026-07-14 06:29:35,339 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool terminal returned error (0.04s): {"output": "/usr/bin/bash: line 8: ./scripts/kanban_create_task.sh: No such file or directory", "exit_code": 127, "error": null}
2026-07-14 06:29:35,378 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6471 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:29:37,621 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6471 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:29:37,623 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1136: model=default provider=custom in=63218 out=286 total=63504 latency=2.3s
2026-07-14 06:29:38,833 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool terminal returned error (1.19s): {"output": "usage: hermes [-h] [--version] [-z PROMPT] [--usage-file PATH] [-m MODEL]\n              [--provider PROVIDER] [-t TOOLSETS] [--resume SESSION]\n              [--continue [SESSION_NAME]] [
2026-07-14 06:29:38,873 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6473 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:29:43,888 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6473 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:29:43,888 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1137: model=default provider=custom in=64936 out=348 total=65284 latency=5.0s
2026-07-14 06:29:43,946 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool terminal returned error (0.04s): {"output": "/usr/bin/bash: line 8: /opt/ai-os/products/ceo/scripts/kanban_create_task.sh: No such file or directory", "exit_code": 127, "error": null}

[Tool loop warning: same_tool_failure_warning; c
2026-07-14 06:29:43,982 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6475 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:29:46,169 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6475 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:29:46,171 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1138: model=default provider=custom in=65475 out=139 total=65614 latency=2.2s
2026-07-14 06:29:47,179 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.98s, 45 chars)
2026-07-14 06:29:47,217 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6477 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:29:49,984 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6477 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:29:49,985 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1139: model=default provider=custom in=65636 out=250 total=65886 latency=2.8s
2026-07-14 06:29:50,121 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool read_file completed (0.11s, 12145 chars)
2026-07-14 06:29:50,161 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6482 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:30:04,282 INFO tui_gateway.ws: ws accepted peer=127.0.0.1:38592
2026-07-14 06:30:07,080 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=Thread-71 (_build):124371011086016 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:30:07,365 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 06:30:07,721 INFO hermes_cli.web_server: pty accepted peer=127.0.0.1 mode=loopback cred=token
2026-07-14 06:30:10,575 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6482 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:30:10,576 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1140: model=default provider=custom in=67967 out=151 total=68118 latency=20.4s
2026-07-14 06:30:15,647 INFO tui_gateway.ws: ws accepted peer=127.0.0.1:34280
2026-07-14 06:30:15,941 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=Thread-77 (_build):124370106185408 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:30:16,028 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 06:30:29,423 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (18.82s, 185 chars)
2026-07-14 06:30:29,481 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6484 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:30:31,873 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6484 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:30:31,874 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1141: model=default provider=custom in=68191 out=471 total=68662 latency=2.4s
2026-07-14 06:30:31,928 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool terminal returned error (0.03s): {"output": "Usage: /opt/ai-os/products/ceo/scripts/create_kanban_task.sh <assignee> <parent_id> <title> [<body>]", "exit_code": 1, "error": null}
2026-07-14 06:30:31,964 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6486 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:30:37,368 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6486 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:30:37,369 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1142: model=default provider=custom in=93383 out=197 total=93580 latency=5.4s
2026-07-14 06:30:37,967 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.58s, 2103 chars)
2026-07-14 06:30:38,007 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6488 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:30:42,254 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6488 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:30:42,255 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1143: model=default provider=custom in=93876 out=181 total=94057 latency=4.3s
2026-07-14 06:30:42,858 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.58s, 3810 chars)
2026-07-14 06:30:42,892 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6490 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:31:01,438 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6490 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:31:01,439 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1144: model=default provider=custom in=70194 out=437 total=70631 latency=18.6s cache=65112/70194 (93%)
2026-07-14 06:31:02,256 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.78s, 1045 chars)
2026-07-14 06:31:02,307 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6492 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:31:25,538 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6492 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:31:25,541 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1145: model=default provider=custom in=71003 out=569 total=71572 latency=23.3s
2026-07-14 06:31:26,375 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.79s, 1062 chars)
2026-07-14 06:31:26,439 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6494 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:31:34,977 INFO gateway.run: kanban dispatcher [nv-office]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-14 06:31:46,761 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6494 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:31:46,763 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1146: model=default provider=custom in=71928 out=226 total=72154 latency=20.3s
2026-07-14 06:31:47,779 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.99s, 1016 chars)
2026-07-14 06:31:47,818 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6496 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:32:01,447 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (251 chars)
2026-07-14 06:32:01,620 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client aborted (stream_interrupt_abort, shared=False, tcp_force_closed=0, deferred_close=stranger_thread) thread=hermes-gateway_1:140187455710912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:32:01,630 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=interrupted_during_api_call model=default api_calls=13/60 budget=13/60 tool_turns=37 last_msg_role=assistant response_len=66 session=20260710_094439_1cb443b1
2026-07-14 06:32:01,957 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=92 msg='[NN Vo] tại sao lại có kanban_create_task hay create_kanban_task vậy? xóa cái ko...'
2026-07-14 06:32:02,016 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6497 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:32:05,622 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6496 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:32:12,586 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6497 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:32:12,587 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1147: model=default provider=custom in=68530 out=156 total=68686 latency=10.6s cache=19456/68530 (28%)
2026-07-14 06:32:12,754 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.13s, 53819 chars)
2026-07-14 06:32:12,824 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6498 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:32:22,775 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6498 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:32:22,775 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1148: model=default provider=custom in=82571 out=581 total=83152 latency=10.0s cache=66048/82571 (80%)
2026-07-14 06:32:22,943 INFO agent.tool_executor: tool search_files completed (0.14s, 18 chars)
2026-07-14 06:32:25,040 INFO agent.tool_executor: tool search_files completed (2.24s, 18 chars)
2026-07-14 06:32:25,052 INFO agent.tool_executor: tool search_files completed (2.25s, 1329 chars)
2026-07-14 06:32:25,110 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6506 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:33:35,131 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[499446]
2026-07-14 06:33:35,208 INFO gateway.run: kanban dispatcher [nv-office]: spawned=1 reclaimed=0 crashed=1 timed_out=0 promoted=1 auto_blocked=1
2026-07-14 06:33:36,392 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6506 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:33:36,395 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1149: model=default provider=custom in=83260 out=392 total=83652 latency=71.3s cache=80896/83260 (97%)
2026-07-14 06:33:36,566 INFO agent.tool_executor: tool read_file completed (0.14s, 4367 chars)
2026-07-14 06:33:36,751 INFO agent.tool_executor: tool search_files completed (0.33s, 4487 chars)
2026-07-14 06:33:36,816 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6513 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:33:47,973 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6513 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:33:47,976 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1150: model=default provider=custom in=86212 out=625 total=86837 latency=11.2s cache=80896/86212 (94%)
2026-07-14 06:33:48,069 INFO agent.tool_executor: tool search_files completed (0.06s, 18 chars)
2026-07-14 06:33:48,080 INFO agent.tool_executor: tool search_files completed (0.08s, 18 chars)
2026-07-14 06:33:48,145 INFO agent.tool_executor: tool search_files completed (0.14s, 4366 chars)
2026-07-14 06:33:48,224 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6520 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:33:57,848 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6520 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:33:57,849 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1151: model=default provider=custom in=87978 out=559 total=88537 latency=9.7s cache=83968/87978 (95%)
2026-07-14 06:33:57,926 INFO agent.tool_executor: tool search_files completed (0.05s, 18 chars)
2026-07-14 06:33:57,928 INFO agent.tool_executor: tool search_files completed (0.05s, 18 chars)
2026-07-14 06:33:57,929 INFO agent.tool_executor: tool search_files completed (0.05s, 18 chars)
2026-07-14 06:33:57,978 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6527 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:34:02,547 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6527 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:34:02,548 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1152: model=default provider=custom in=88343 out=104 total=88447 latency=4.6s cache=19456/88343 (22%)
2026-07-14 06:34:02,659 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.09s, 53667 chars)
2026-07-14 06:34:02,721 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6528 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:34:32,372 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6528 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:34:32,373 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1153: model=default provider=custom in=115863 out=2582 total=118445 latency=29.7s cache=10112/115863 (9%)
2026-07-14 06:34:32,476 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool read_file completed (0.08s, 1978 chars)
2026-07-14 06:34:32,515 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6533 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:34:34,883 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6533 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:34:34,883 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1154: model=default provider=custom in=112025 out=566 total=112591 latency=2.4s
2026-07-14 06:34:34,981 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.04s, 45 chars)
2026-07-14 06:34:36,238 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool patch completed (0.25s, 962 chars)
2026-07-14 06:34:36,283 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6543 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:34:43,567 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6543 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:34:43,569 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1155: model=default provider=custom in=112084 out=839 total=112923 latency=7.3s
2026-07-14 06:34:43,778 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool patch completed (0.19s, 837 chars)
2026-07-14 06:34:43,820 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6552 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:34:53,621 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6552 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:34:53,622 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1156: model=default provider=custom in=112821 out=1494 total=114315 latency=9.8s
2026-07-14 06:34:54,232 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.59s, 849 chars)
2026-07-14 06:34:54,279 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6554 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:35:22,577 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6554 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:35:22,578 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1157: model=default provider=custom in=114735 out=334 total=115069 latency=28.3s
2026-07-14 06:35:23,187 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.58s, 68 chars)
2026-07-14 06:35:24,976 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.78s, 71 chars)
2026-07-14 06:35:26,562 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.58s, 1560 chars)
2026-07-14 06:35:26,605 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6558 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:35:45,937 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6558 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:35:45,937 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1158: model=default provider=custom in=111927 out=891 total=112818 latency=19.4s
2026-07-14 06:35:45,955 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=12/60 budget=12/60 tool_turns=48 last_msg_role=assistant response_len=2702 session=20260710_094439_1cb443b1
2026-07-14 06:35:45,997 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=397.3s api_calls=12 response=2702 chars
2026-07-14 06:35:46,030 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:35:46,053 INFO gateway.platforms.base: [Telegram] Sending response (2702 chars) to -1003707758328
2026-07-14 06:35:46,168 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 06:35:46,207 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=126 msg='Review the conversation above and update two things:  **Memory**: who the user i...'
2026-07-14 06:35:46,276 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6559 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:35:49,008 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6559 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:35:49,016 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1: model=default provider=custom in=113683 out=559 total=114242 latency=2.8s
2026-07-14 06:35:49,065 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skills_list completed (0.04s, 17345 chars)
2026-07-14 06:35:49,108 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6560 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:35:59,885 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6560 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:35:59,886 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #2: model=default provider=custom in=118230 out=984 total=119214 latency=10.8s cache=20369/118230 (17%)
2026-07-14 06:35:59,896 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool memory returned error (0.00s): {"success": false, "error": "Replacement would put memory at 1,705/1,375 chars. Shorten the new content, or 'remove' other stale or less important entries to make room (see current_entries below), the
2026-07-14 06:35:59,934 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6561 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:37:12,263 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (138 chars)
2026-07-14 06:37:12,288 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='giữa việc dọn dẹp cái đang có từ 6 còn 1, với việc xóa hết và git commit lại the' reply_to_id=18 reply_to_text=''
2026-07-14 06:37:12,457 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 06:37:12,551 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=127 msg='[NN Vo] giữa việc dọn dẹp cái đang có từ 6 còn 1, với việc xóa hết và git commit...'
2026-07-14 06:37:12,573 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260710_094439_1cb443b1)
2026-07-14 06:37:12,620 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6562 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:37:16,145 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6561 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:37:16,147 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #3: model=default provider=custom in=114134 out=418 total=114552 latency=76.2s cache=111616/114134 (98%)
2026-07-14 06:37:16,164 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool memory completed (0.01s, 201 chars)
2026-07-14 06:37:16,215 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6563 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:37:25,851 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6563 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:37:25,852 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #4: model=default provider=custom in=114548 out=442 total=114990 latency=9.7s cache=111616/114548 (97%)
2026-07-14 06:37:25,894 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.04s): {"success": false, "error": "Refusing background curator patch for skill 'hermes-kanban': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, or s
2026-07-14 06:37:25,941 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6564 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:37:28,751 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6562 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:37:28,753 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1159: model=default provider=custom in=107571 out=702 total=108273 latency=16.2s cache=85504/107571 (79%)
2026-07-14 06:37:28,785 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=48 last_msg_role=assistant response_len=1525 session=20260710_094439_1cb443b1
2026-07-14 06:37:28,798 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=16.5s api_calls=1 response=1525 chars
2026-07-14 06:37:28,835 INFO gateway.platforms.base: [Telegram] Sending response (1525 chars) to -1003707758328
2026-07-14 06:37:29,306 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6564 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:37:29,307 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #5: model=default provider=custom in=115074 out=85 total=115159 latency=3.4s cache=112128/115074 (97%)
2026-07-14 06:37:29,386 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.08s, 3130 chars)
2026-07-14 06:37:29,427 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6565 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:37:32,997 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6565 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:37:32,998 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #6: model=default provider=custom in=115982 out=144 total=116126 latency=3.6s cache=112640/115982 (97%)
2026-07-14 06:37:33,050 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.05s, 52564 chars)
2026-07-14 06:37:33,089 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6566 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:37:39,159 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6566 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:37:39,160 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #7: model=default provider=custom in=129797 out=241 total=130038 latency=6.1s cache=113664/129797 (88%)
2026-07-14 06:37:39,191 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.03s, 444 chars)
2026-07-14 06:37:39,234 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6567 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:37:46,033 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6567 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:37:46,034 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #8: model=default provider=custom in=130178 out=342 total=130520 latency=6.8s cache=127488/130178 (98%)
2026-07-14 06:37:46,073 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.04s, 529 chars)
2026-07-14 06:37:46,115 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6568 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:37:56,553 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6568 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:37:56,554 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #9: model=default provider=custom in=130678 out=388 total=131066 latency=10.5s
2026-07-14 06:37:56,588 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.03s, 529 chars)
2026-07-14 06:37:56,634 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6569 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:37:59,785 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6569 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:37:59,786 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #10: model=default provider=custom in=141604 out=295 total=141899 latency=3.2s
2026-07-14 06:37:59,790 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool search_files returned error (0.00s): {"error": "Background review denied non-whitelisted tool: search_files. Only memory/skill tools are allowed."}
2026-07-14 06:37:59,831 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6570 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:38:06,096 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6570 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:38:06,097 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #11: model=default provider=custom in=139234 out=483 total=139717 latency=6.3s
2026-07-14 06:38:06,103 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=11/16 budget=11/16 tool_turns=58 last_msg_role=assistant response_len=1017 session=20260710_094439_1cb443b1
2026-07-14 06:38:06,106 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:38:25,391 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (93 chars)
2026-07-14 06:38:25,403 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='vậy làm đi, nhưng sau khi làm xong, hãy đảm bảo sync từ cái chúng ta đang có hẹi' reply_to_id=18 reply_to_text=''
2026-07-14 06:38:25,521 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 06:38:25,590 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=129 msg='[NN Vo] vậy làm đi, nhưng sau khi làm xong, hãy đảm bảo sync từ cái chúng ta đan...'
2026-07-14 06:38:25,608 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260710_094439_1cb443b1)
2026-07-14 06:38:25,646 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6571 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:38:34,336 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6571 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:38:34,338 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1160: model=default provider=custom in=117255 out=1234 total=118489 latency=8.7s
2026-07-14 06:38:40,395 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.78s, 65 chars)
2026-07-14 06:38:42,183 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.78s, 1608 chars)
2026-07-14 06:38:42,231 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6574 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:38:50,395 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6574 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:38:50,396 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1161: model=default provider=custom in=151170 out=312 total=151482 latency=8.2s
2026-07-14 06:38:50,671 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.26s, 1626 chars)
2026-07-14 06:38:50,681 INFO [20260710_094439_1cb443b1] agent.conversation_compression: context compression started: session=20260710_094439_1cb443b1 messages=134 tokens=~151,170 model=default focus=None
2026-07-14 06:38:50,704 INFO [20260710_094439_1cb443b1] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-14 06:39:16,456 INFO [20260710_094439_1cb443b1] agent.conversation_compression: context compression done: session=20260710_094439_1cb443b1 messages=134->107 rough_tokens=~66,102 awaiting_real_usage=true
2026-07-14 06:39:16,505 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6576 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:39:40,159 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6576 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:39:40,161 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1162: model=default provider=custom in=60421 out=1660 total=62081 latency=23.7s
2026-07-14 06:39:42,458 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (2.22s, 51250 chars)
2026-07-14 06:39:42,520 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6578 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:40:01,219 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6578 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:40:01,220 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1163: model=default provider=custom in=78081 out=339 total=78420 latency=18.7s cache=56916/78081 (73%)
2026-07-14 06:40:01,696 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool read_file completed (0.39s, 1269 chars)
2026-07-14 06:40:01,777 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6583 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:40:11,184 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6583 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:40:11,185 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1164: model=default provider=custom in=71910 out=504 total=72414 latency=9.4s cache=16896/71910 (23%)
2026-07-14 06:40:11,255 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.05s, 814 chars)
2026-07-14 06:40:12,700 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool search_files completed (0.44s, 3024 chars)
2026-07-14 06:40:13,790 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool read_file completed (0.08s, 1269 chars)
2026-07-14 06:40:13,833 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6591 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:40:33,163 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6591 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:40:33,164 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1165: model=default provider=custom in=73783 out=1266 total=75049 latency=19.3s cache=69632/73783 (94%)
2026-07-14 06:40:33,261 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool read_file completed (0.08s, 1089 chars)
2026-07-14 06:40:34,330 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.06s, 9491 chars)
2026-07-14 06:40:35,422 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.08s, 605 chars)
2026-07-14 06:40:35,459 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6598 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:40:56,689 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6598 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:40:56,690 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1166: model=default provider=custom in=77292 out=1092 total=78384 latency=21.2s cache=71680/77292 (93%)
2026-07-14 06:40:56,934 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool search_files completed (0.23s, 20539 chars)
2026-07-14 06:40:57,980 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.04s, 57 chars)
2026-07-14 06:40:58,021 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6602 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:41:51,370 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6602 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:41:51,371 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1167: model=default provider=custom in=83479 out=3702 total=87181 latency=53.4s cache=74752/83479 (90%)
2026-07-14 06:41:51,970 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool patch completed (0.55s, 1646 chars)
2026-07-14 06:41:52,014 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6627 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:42:00,622 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6627 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:42:00,623 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1168: model=default provider=custom in=84277 out=228 total=84505 latency=8.6s cache=81408/84277 (97%)
2026-07-14 06:42:01,663 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (1.02s, 50646 chars)
2026-07-14 06:42:02,799 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.09s, 45 chars)
2026-07-14 06:42:02,841 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6630 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:42:09,308 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6630 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:42:09,310 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1169: model=default provider=custom in=97461 out=292 total=97753 latency=6.5s cache=81920/97461 (84%)
2026-07-14 06:42:11,918 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (2.58s, 125 chars)
2026-07-14 06:42:11,978 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6632 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:42:19,648 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6632 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:42:19,651 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1170: model=default provider=custom in=97639 out=437 total=98076 latency=7.7s cache=95232/97639 (98%)
2026-07-14 06:42:19,689 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool memory returned error (0.00s): {"success": false, "error": "After applying all 1 operations, memory would be at 2,372/2,200 chars -- over the limit. Remove or shorten more entries in the same batch (see current_entries below), then
2026-07-14 06:42:19,751 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6633 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:43:33,514 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6633 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:43:33,514 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1171: model=default provider=custom in=98705 out=429 total=99134 latency=73.8s cache=96256/98705 (98%)
2026-07-14 06:43:33,545 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=12/60 budget=12/60 tool_turns=46 last_msg_role=assistant response_len=791 session=20260710_094439_1cb443b1
2026-07-14 06:43:33,569 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=308.2s api_calls=12 response=791 chars
2026-07-14 06:43:33,631 INFO gateway.platforms.base: [Telegram] Sending response (791 chars) to -1003707758328
2026-07-14 06:47:44,342 INFO gateway.run: Image cache cleanup: removed 7 stale file(s)
2026-07-14 06:52:23,898 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (64 chars)
2026-07-14 06:52:23,918 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='quay lại với task tạo commnad /kanban-create tôi ko thấy bạn tạo' reply_to_id=18 reply_to_text=''
2026-07-14 06:52:24,133 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 06:52:24,219 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=132 msg='[NN Vo] quay lại với task tạo commnad /kanban-create tôi ko thấy bạn tạo'
2026-07-14 06:52:24,281 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6634 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:52:36,310 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6634 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:52:36,312 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1172: model=default provider=custom in=98983 out=432 total=99415 latency=12.0s cache=96256/98983 (97%)
2026-07-14 06:52:36,513 INFO agent.tool_executor: tool search_files completed (0.16s, 2668 chars)
2026-07-14 06:52:36,552 INFO agent.tool_executor: tool search_files completed (0.20s, 18 chars)
2026-07-14 06:52:36,611 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6640 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:52:42,768 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6640 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:52:42,769 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1173: model=default provider=custom in=100146 out=324 total=100470 latency=6.2s cache=96768/100146 (97%)
2026-07-14 06:52:42,882 INFO agent.tool_executor: tool search_files completed (0.08s, 18 chars)
2026-07-14 06:52:42,913 INFO agent.tool_executor: tool read_file completed (0.12s, 11874 chars)
2026-07-14 06:52:42,918 INFO agent.tool_executor: tool read_file completed (0.12s, 12241 chars)
2026-07-14 06:52:42,976 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6651 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:52:57,181 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6651 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:52:57,181 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1174: model=default provider=custom in=107573 out=837 total=108410 latency=14.2s cache=97792/107573 (91%)
2026-07-14 06:52:57,294 INFO agent.tool_executor: tool search_files completed (0.08s, 18 chars)
2026-07-14 06:52:57,298 INFO agent.tool_executor: tool search_files completed (0.09s, 18 chars)
2026-07-14 06:52:57,366 INFO agent.tool_executor: tool search_files completed (0.16s, 18 chars)
2026-07-14 06:52:57,423 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6659 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:54:13,249 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6659 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:54:13,250 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1175: model=default provider=custom in=107942 out=763 total=108705 latency=75.8s cache=105472/107942 (98%)
2026-07-14 06:54:13,336 INFO agent.tool_executor: tool search_files failed (0.06s): {"total_count": 0, "error": "Path not found: /root/.hermes/hermes-agent"}
2026-07-14 06:54:13,355 INFO agent.tool_executor: tool search_files failed (0.08s): {"total_count": 0, "error": "Path not found: /root/.hermes/hermes-agent"}
2026-07-14 06:54:13,356 INFO agent.tool_executor: tool search_files failed (0.08s): {"total_count": 0, "error": "Path not found: /root/.hermes/hermes-agent"}
2026-07-14 06:54:13,358 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool search_files returned error (0.08s): {"total_count": 0, "error": "Path not found: /root/.hermes/hermes-agent"}
2026-07-14 06:54:13,367 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool search_files returned error (0.08s): {"total_count": 0, "error": "Path not found: /root/.hermes/hermes-agent"}
2026-07-14 06:54:13,379 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool search_files returned error (0.06s): {"total_count": 0, "error": "Path not found: /root/.hermes/hermes-agent"}

[Tool loop warning: same_tool_failure_warning; count=3; search_files has failed 3 times this turn. This looks like a loop. Do
2026-07-14 06:54:13,427 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6669 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:54:20,290 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6669 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:54:20,290 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1176: model=default provider=custom in=108453 out=198 total=108651 latency=6.9s
2026-07-14 06:54:20,577 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.26s, 263 chars)
2026-07-14 06:54:20,626 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6671 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:54:28,374 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6671 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:54:28,375 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1177: model=default provider=custom in=108744 out=256 total=109000 latency=7.8s
2026-07-14 06:54:28,658 INFO agent.tool_executor: tool search_files completed (0.26s, 18 chars)
2026-07-14 06:54:29,037 INFO agent.tool_executor: tool search_files completed (0.64s, 11617 chars)
2026-07-14 06:54:29,045 INFO agent.tool_executor: tool search_files completed (0.65s, 11213 chars)
2026-07-14 06:54:29,236 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6679 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:54:36,033 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6679 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:54:36,035 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1178: model=default provider=custom in=116019 out=238 total=116257 latency=6.8s cache=105984/116019 (91%)
2026-07-14 06:54:36,187 INFO agent.tool_executor: tool read_file completed (0.13s, 15540 chars)
2026-07-14 06:54:36,271 INFO agent.tool_executor: tool search_files completed (0.21s, 5506 chars)
2026-07-14 06:54:36,744 INFO agent.tool_executor: tool search_files completed (0.68s, 5203 chars)
2026-07-14 06:54:36,811 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6688 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:54:49,235 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (88 chars)
2026-07-14 06:54:49,254 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tại sao tôi thấy bạn hiển thị lànđang typing ở telegram dù ko có tiến trình nào ' reply_to_id=12 reply_to_text=''
2026-07-14 06:54:49,259 WARNING gateway.session: gateway.session: routing key 'agent:main:telegram:group:-1003707758328:12' -> 20260712_081412_654c5f58 is ended in state.db but still live in sessions.json; dropping stale entry and recovering/recreating the session (#54878)
2026-07-14 06:54:49,613 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 06:54:49,830 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_0:140188953245376 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:54:49,923 INFO [20260710_094439_1cb443b1] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 06:54:49,966 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=221 msg='[NN Vo] tại sao tôi thấy bạn hiển thị lànđang typing ở telegram dù ko có tiến tr...'
2026-07-14 06:54:50,041 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6689 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:54:54,059 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6689 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:54:54,061 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=118530 out=556 total=119086 latency=4.0s
2026-07-14 06:54:54,103 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=85 last_msg_role=assistant response_len=343 session=20260712_081412_654c5f58
2026-07-14 06:54:54,127 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=4.9s api_calls=1 response=343 chars
2026-07-14 06:54:54,174 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:54:54,187 INFO gateway.platforms.base: [Telegram] Sending response (343 chars) to -1003707758328
2026-07-14 06:54:54,261 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 06:54:54,280 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=223 msg='Review the conversation above and consider saving to memory if appropriate.  Foc...'
2026-07-14 06:54:54,335 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6690 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:54:57,964 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6688 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:54:57,965 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1179: model=default provider=custom in=142941 out=1431 total=144372 latency=21.2s cache=3712/142941 (3%)
2026-07-14 06:54:58,080 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool read_file completed (0.10s, 4169 chars)
2026-07-14 06:54:58,091 INFO [20260710_094439_1cb443b1] agent.conversation_compression: context compression started: session=20260710_094439_1cb443b1 messages=160 tokens=~142,941 model=default focus=None
2026-07-14 06:54:58,120 INFO [20260710_094439_1cb443b1] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-14 06:55:03,529 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6690 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:55:03,529 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=115235 out=846 total=116081 latency=9.2s
2026-07-14 06:55:03,535 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool memory returned error (0.00s): {"success": false, "error": "After applying all 3 operations, memory would be at 1,768/1,375 chars -- over the limit. Remove or shorten more entries in the same batch (see current_entries below), then
2026-07-14 06:55:03,581 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6695 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:55:05,489 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6695 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:55:05,489 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=116044 out=221 total=116265 latency=1.9s
2026-07-14 06:55:05,495 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool memory returned error (0.00s): {"success": false, "error": "After applying all 4 operations, memory would be at 1,579/1,375 chars -- over the limit. Remove or shorten more entries in the same batch (see current_entries below), then
2026-07-14 06:55:05,552 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6696 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:55:12,178 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6696 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:55:12,180 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #3: model=default provider=custom in=119790 out=503 total=120293 latency=6.7s
2026-07-14 06:55:12,198 INFO [20260712_081412_654c5f58] agent.tool_executor: tool memory completed (0.01s, 207 chars)
2026-07-14 06:55:12,248 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6697 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:55:14,344 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6697 (_call):140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:55:14,345 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #4: model=default provider=custom in=120326 out=85 total=120411 latency=2.1s cache=117132/120326 (97%)
2026-07-14 06:55:14,350 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/16 budget=4/16 tool_turns=88 last_msg_role=assistant response_len=287 session=20260712_081412_654c5f58
2026-07-14 06:55:14,356 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:55:15,387 INFO [20260710_094439_1cb443b1] agent.conversation_compression: context compression done: session=20260710_094439_1cb443b1 messages=160->77 rough_tokens=~67,919 awaiting_real_usage=true
2026-07-14 06:55:15,420 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6698 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:55:32,359 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (95 chars)
2026-07-14 06:55:32,370 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='pending từ hôm qua rồi nhưng có vẻ đây làntassk cũ, rà soát xem có bị block hay ' reply_to_id=12 reply_to_text=''
2026-07-14 06:55:34,022 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 06:55:34,092 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=223 msg='[NN Vo] pending từ hôm qua rồi nhưng có vẻ đây làntassk cũ, rà soát xem có bị bl...'
2026-07-14 06:55:34,151 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6699 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:55:34,523 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6698 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:55:34,523 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1180: model=default provider=custom in=64363 out=363 total=64726 latency=19.1s
2026-07-14 06:55:34,614 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool search_files completed (0.07s, 419 chars)
2026-07-14 06:55:34,649 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6702 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:55:36,102 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6702 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:55:36,103 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1181: model=default provider=custom in=64872 out=157 total=65029 latency=1.5s
2026-07-14 06:55:36,201 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool read_file completed (0.08s, 2849 chars)
2026-07-14 06:55:36,236 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6707 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:55:36,392 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6699 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:55:36,394 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=115531 out=415 total=115946 latency=2.3s
2026-07-14 06:55:38,598 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (2.19s, 744 chars)
2026-07-14 06:55:38,650 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6709 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:55:43,246 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6707 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:55:43,248 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1182: model=default provider=custom in=81539 out=273 total=81812 latency=7.0s
2026-07-14 06:55:43,319 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool search_files completed (0.05s, 651 chars)
2026-07-14 06:55:43,347 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6712 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:55:45,828 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6709 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:55:45,830 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #3: model=default provider=custom in=151382 out=210 total=151592 latency=7.2s
2026-07-14 06:55:47,038 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (1.18s, 5134 chars)
2026-07-14 06:55:47,065 INFO [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary auto-detect: using main provider custom (default)
2026-07-14 06:55:47,154 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1/ — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 06:55:47,156 INFO [20260712_081412_654c5f58] agent.conversation_compression: context compression started: session=20260712_081412_654c5f58 messages=228 tokens=~151,382 model=default focus=None
2026-07-14 06:55:47,197 INFO [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-14 06:56:01,130 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6712 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:56:01,131 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1183: model=default provider=custom in=66274 out=46 total=66320 latency=17.8s
2026-07-14 06:56:01,334 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool read_file completed (0.16s, 1370 chars)
2026-07-14 06:56:01,397 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6718 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:56:23,368 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6718 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:56:23,368 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1184: model=default provider=custom in=66784 out=432 total=67216 latency=22.0s
2026-07-14 06:56:24,017 INFO hermes.lint.lsp: lsp[pyright] active for /usr/local/lib/hermes-agent
2026-07-14 06:56:35,288 INFO [20260710_094439_1cb443b1] hermes.lint.lsp: lsp[pyright] 276 diags (/usr/local/lib/hermes-agent/gateway/slash_commands.py)
2026-07-14 06:56:35,401 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool patch completed (12.01s, 5100 chars)
2026-07-14 06:56:35,442 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6731 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:56:50,146 INFO [20260712_081412_654c5f58] agent.conversation_compression: context compression done: session=20260712_081412_654c5f58 messages=228->132 rough_tokens=~69,483 awaiting_real_usage=true
2026-07-14 06:56:50,177 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6732 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:56:53,007 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6731 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:56:53,007 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1185: model=default provider=custom in=68573 out=605 total=69178 latency=17.6s
2026-07-14 06:57:04,586 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:1 (109 chars)
2026-07-14 06:57:04,602 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tôi tưởng /kanban create là mặc định rồi, nếu có thì ko cần tạo nữa  chỉ cần upd' reply_to_id=None reply_to_text=''
2026-07-14 06:57:04,607 WARNING gateway.session: gateway.session: routing key 'agent:main:telegram:group:-1003707758328:1' -> 20260713_090238_3402e480 is ended in state.db but still live in sessions.json; dropping stale entry and recovering/recreating the session (#54878)
2026-07-14 06:57:04,754 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 06:57:04,873 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_2:140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:57:04,959 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 06:57:04,983 INFO [20260713_090238_3402e480] agent.turn_context: conversation turn: session=20260713_090238_3402e480 model=default provider=custom platform=telegram history=36 msg='[NN Vo] tôi tưởng /kanban create là mặc định rồi, nếu có thì ko cần tạo nữa  chỉ...'
2026-07-14 06:57:05,007 INFO [20260713_090238_3402e480] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260713_090238_3402e480)
2026-07-14 06:57:05,031 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6744 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:57:06,859 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6732 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:57:06,863 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #4: model=default provider=custom in=65797 out=103 total=65900 latency=16.7s
2026-07-14 06:57:07,100 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.21s, 360 chars)
2026-07-14 06:57:07,185 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6746 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:57:08,043 WARNING [20260710_094439_1cb443b1] hermes.lint.lsp: lsp[pyright] diagnostics timed out for /usr/local/lib/hermes-agent/gateway/run.py
2026-07-14 06:57:09,049 WARNING [20260710_094439_1cb443b1] hermes.lint.lsp: lsp[pyright] spawn/initialize failed for /usr/local/lib/hermes-agent: TimeoutError: 
2026-07-14 06:57:10,420 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool patch completed (17.39s, 1051 chars)
2026-07-14 06:57:11,594 INFO gateway.run: Invalidated run generation for agent:main:telegram:group:-1003707758328:1 → 9 (stop_command)
2026-07-14 06:57:11,602 INFO run_agent: OpenAI client closed (cache_evict, shared=True, tcp_force_closed=0) thread=agent-evict-agent:main:telegram:grou:140188034512576 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:57:11,605 INFO gateway.run: STOP for session agent:main:telegram:group:-1003707758328:1 — agent interrupted, session lock released
2026-07-14 06:57:11,617 INFO gateway.platforms.base: [Telegram] Sending command '/stop' response (41 chars) to -1003707758328
2026-07-14 06:57:11,758 INFO [20260713_090238_3402e480] run_agent: OpenAI client aborted (stream_interrupt_abort, shared=False, tcp_force_closed=0, deferred_close=stranger_thread) thread=hermes-gateway_2:140187036272320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:57:11,771 INFO [20260713_090238_3402e480] agent.conversation_loop: Turn ended: reason=interrupted_during_api_call model=default api_calls=1/60 budget=1/60 tool_turns=14 last_msg_role=user response_len=65 session=20260713_090238_3402e480
2026-07-14 06:57:11,776 INFO gateway.run: Discarding stale agent result for agent:main:telegram:group:-1003707758328:1 — generation 8 is no longer current
2026-07-14 06:57:12,018 INFO hermes.lint.lsp: lsp[pyright] active for /usr/local/lib/hermes-agent/hermes_cli
2026-07-14 06:57:16,379 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool patch completed (4.95s, 1230 chars)
2026-07-14 06:57:16,422 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6760 (_call):140188026119872 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:57:18,577 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (109 chars)
2026-07-14 06:57:18,594 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6760 (_call):140188026119872 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:57:18,608 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=interrupted_during_api_call model=default api_calls=15/60 budget=15/60 tool_turns=30 last_msg_role=assistant response_len=65 session=20260710_094439_1cb443b1
2026-07-14 06:57:18,868 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=91 msg='[NN Vo] tôi tưởng /kanban create là mặc định rồi, nếu có thì ko cần tạo nữa  chỉ...'
2026-07-14 06:57:18,911 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6761 (_call):140188026119872 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:57:23,482 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6761 (_call):140188026119872 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:57:23,483 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1186: model=default provider=custom in=63448 out=129 total=63577 latency=4.6s cache=60928/63448 (96%)
2026-07-14 06:57:23,573 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.07s, 53667 chars)
2026-07-14 06:57:23,632 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6762 (_call):140188026119872 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:57:24,735 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6746 (_call):140187430532800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:57:24,736 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #5: model=default provider=custom in=59979 out=711 total=60690 latency=17.6s cache=16896/59979 (28%)
2026-07-14 06:57:24,788 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/60 budget=4/60 tool_turns=48 last_msg_role=assistant response_len=543 session=20260712_081412_654c5f58
2026-07-14 06:57:24,847 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=112.5s api_calls=4 response=543 chars
2026-07-14 06:57:24,886 INFO gateway.platforms.base: [Telegram] Sending response (543 chars) to -1003707758328
2026-07-14 06:57:25,039 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6744 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:57:34,414 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6762 (_call):140188026119872 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:57:34,415 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1187: model=default provider=custom in=77273 out=652 total=77925 latency=10.8s cache=60928/77273 (79%)
2026-07-14 06:57:34,433 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool patch returned error (0.00s): {"error": "patch content required"}
2026-07-14 06:57:34,472 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6763 (_call):140188026119872 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:57:50,555 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (30 chars)
2026-07-14 06:57:50,564 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='2. đẩy tiếp phần sửa 2 file đi' reply_to_id=12 reply_to_text=''
2026-07-14 06:57:50,672 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 06:57:50,750 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=135 msg='[NN Vo] 2. đẩy tiếp phần sửa 2 file đi'
2026-07-14 06:57:50,797 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6764 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:57:51,644 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6763 (_call):140188026119872 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:57:51,645 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1188: model=default provider=custom in=77432 out=1124 total=78556 latency=17.2s cache=74752/77432 (97%)
2026-07-14 06:57:51,721 INFO agent.tool_executor: tool search_files completed (0.06s, 381 chars)
2026-07-14 06:57:51,729 INFO agent.tool_executor: tool search_files completed (0.07s, 407 chars)
2026-07-14 06:57:51,737 INFO agent.tool_executor: tool search_files completed (0.07s, 725 chars)
2026-07-14 06:57:51,792 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6771 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:58:04,515 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6764 (_call):140187438925504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:58:04,516 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #6: model=default provider=custom in=60194 out=633 total=60827 latency=13.7s cache=57856/60194 (96%)
2026-07-14 06:58:04,614 INFO agent.tool_executor: tool search_files completed (0.08s, 107 chars)
2026-07-14 06:58:04,623 INFO agent.tool_executor: tool search_files completed (0.09s, 105 chars)
2026-07-14 06:58:04,661 INFO agent.tool_executor: tool search_files completed (0.12s, 2242 chars)
2026-07-14 06:58:04,664 INFO agent.tool_executor: tool search_files completed (0.12s, 1661 chars)
2026-07-14 06:58:04,719 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6780 (_call):140187019486912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:59:02,150 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6771 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:59:02,150 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1189: model=default provider=custom in=78147 out=224 total=78371 latency=70.4s cache=75776/78147 (97%)
2026-07-14 06:59:02,266 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool read_file completed (0.08s, 4025 chars)
2026-07-14 06:59:02,314 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6785 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:59:20,866 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6785 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:59:20,869 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1190: model=default provider=custom in=79600 out=986 total=80586 latency=18.6s cache=75776/79600 (95%)
2026-07-14 06:59:21,569 INFO agent.tool_executor: tool patch completed (0.65s, 839 chars)
2026-07-14 06:59:23,520 INFO agent.tool_executor: tool patch completed (2.60s, 840 chars)
2026-07-14 06:59:24,379 INFO agent.tool_executor: tool patch completed (3.47s, 1003 chars)
2026-07-14 06:59:24,448 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6807 (_call):140188026119872 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:59:31,486 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6807 (_call):140188026119872 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:59:31,488 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1191: model=default provider=custom in=80828 out=337 total=81165 latency=7.1s cache=77312/80828 (96%)
2026-07-14 06:59:31,770 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.26s, 1269 chars)
2026-07-14 06:59:33,165 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.39s, 51 chars)
2026-07-14 06:59:34,345 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.17s, 646 chars)
2026-07-14 06:59:34,383 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6811 (_call):140188026119872 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:59:42,341 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6811 (_call):140188026119872 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:59:42,342 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1192: model=default provider=custom in=81688 out=353 total=82041 latency=8.0s cache=78848/81688 (97%)
2026-07-14 06:59:42,378 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=7/60 budget=7/60 tool_turns=36 last_msg_role=assistant response_len=1145 session=20260710_094439_1cb443b1
2026-07-14 06:59:42,416 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=438.5s api_calls=7 response=1145 chars
2026-07-14 06:59:42,451 INFO gateway.platforms.base: [Telegram] Sending response (1145 chars) to -1003707758328
2026-07-14 06:59:42,608 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6780 (_call):140187019486912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:59:42,609 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #7: model=default provider=custom in=61796 out=2266 total=64062 latency=97.9s cache=59392/61796 (96%)
2026-07-14 06:59:43,047 INFO [20260712_081412_654c5f58] agent.tool_executor: tool execute_code completed (0.42s, 273 chars)
2026-07-14 06:59:43,090 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6823 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:59:54,488 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6823 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 06:59:54,489 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #8: model=default provider=custom in=62282 out=652 total=62934 latency=11.4s cache=59392/62282 (95%)
2026-07-14 06:59:54,598 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.09s, 726 chars)
2026-07-14 06:59:55,701 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.09s, 4099 chars)
2026-07-14 06:59:56,803 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.08s, 2171 chars)
2026-07-14 06:59:57,893 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.08s, 2363 chars)
2026-07-14 06:59:58,994 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.09s, 604 chars)
2026-07-14 07:00:00,126 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.12s, 1561 chars)
2026-07-14 07:00:00,169 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6848 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:00:14,480 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6848 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:00:14,481 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #9: model=default provider=custom in=65705 out=875 total=66580 latency=14.3s cache=59904/65705 (91%)
2026-07-14 07:00:14,578 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.08s, 5218 chars)
2026-07-14 07:00:15,686 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.10s, 2815 chars)
2026-07-14 07:00:16,697 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.00s, 316 chars)
2026-07-14 07:00:16,743 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6857 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:01:17,574 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6857 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:01:17,575 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #10: model=default provider=custom in=68080 out=4155 total=72235 latency=60.9s cache=63488/68080 (93%)
2026-07-14 07:01:17,728 INFO [20260712_081412_654c5f58] agent.tool_executor: tool execute_code completed (0.11s, 567 chars)
2026-07-14 07:01:17,772 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6861 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:01:28,893 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6861 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:01:28,894 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #11: model=default provider=custom in=68834 out=406 total=69240 latency=11.1s cache=10240/68834 (15%)
2026-07-14 07:01:28,969 INFO [20260712_081412_654c5f58] agent.tool_executor: tool search_files completed (0.05s, 676 chars)
2026-07-14 07:01:30,026 INFO [20260712_081412_654c5f58] agent.tool_executor: tool search_files completed (0.05s, 547 chars)
2026-07-14 07:01:31,109 INFO [20260712_081412_654c5f58] agent.tool_executor: tool search_files completed (0.07s, 783 chars)
2026-07-14 07:01:32,236 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.12s, 162 chars)
2026-07-14 07:01:32,290 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6869 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:01:42,000 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6869 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:01:42,003 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #12: model=default provider=custom in=69990 out=88 total=70078 latency=9.7s
2026-07-14 07:01:42,156 INFO [20260712_081412_654c5f58] agent.tool_executor: tool search_files completed (0.12s, 15434 chars)
2026-07-14 07:01:42,208 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6872 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:01:50,580 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6872 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:01:50,582 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #13: model=default provider=custom in=74999 out=285 total=75284 latency=8.4s cache=66560/74999 (89%)
2026-07-14 07:01:50,709 INFO [20260712_081412_654c5f58] agent.tool_executor: tool execute_code completed (0.11s, 380 chars)
2026-07-14 07:01:50,749 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6876 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:01:58,870 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6876 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:01:58,871 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #14: model=default provider=custom in=92633 out=795 total=93428 latency=8.1s cache=7296/92633 (8%)
2026-07-14 07:01:58,958 INFO agent.tool_executor: tool search_files completed (0.07s, 18 chars)
2026-07-14 07:01:58,958 INFO agent.tool_executor: tool search_files failed (0.07s): {"total_count": 0, "error": "Search failed: rg: regex parse error:\n    (?:^(## Nhóm: [^\\n]*)\\n\\n\\1$)\n                             ^^\nerror: backreferences are not supported\nConsider enabling P
2026-07-14 07:01:58,963 INFO agent.tool_executor: tool search_files completed (0.07s, 18 chars)
2026-07-14 07:01:58,977 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool search_files returned error (0.07s): {"total_count": 0, "error": "Search failed: rg: regex parse error:\n    (?:^(## Nhóm: [^\\n]*)\\n\\n\\1$)\n                             ^^\nerror: backreferences are not supported\nConsider enabling P
2026-07-14 07:01:59,020 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6883 (_call):140188026119872 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:02:00,967 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6883 (_call):140188026119872 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:02:00,968 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #15: model=default provider=custom in=83442 out=423 total=83865 latency=2.0s
2026-07-14 07:02:00,987 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=10/60 budget=7/60 tool_turns=57 last_msg_role=assistant response_len=1115 session=20260712_081412_654c5f58
2026-07-14 07:02:01,045 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:140188026119872 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:02:01,048 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=250.5s api_calls=10 response=1115 chars
2026-07-14 07:02:01,096 INFO gateway.platforms.base: [Telegram] Sending response (1115 chars) to -1003707758328
2026-07-14 07:02:01,138 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 07:02:01,161 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=170 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 07:02:01,218 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6884 (_call):140187019486912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:02:10,562 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6884 (_call):140187019486912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:02:10,564 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=83925 out=1111 total=85036 latency=9.4s
2026-07-14 07:02:10,751 INFO agent.tool_executor: tool skill_view completed (0.18s, 54596 chars)
2026-07-14 07:02:10,761 INFO agent.tool_executor: tool skill_view completed (0.19s, 4927 chars)
2026-07-14 07:02:10,798 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6885 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:02:20,232 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6885 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:02:20,234 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=100143 out=1615 total=101758 latency=9.5s cache=81226/100143 (81%)
2026-07-14 07:02:20,259 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.02s): {"success": false, "error": "Refusing background curator patch for skill 'hermes-kanban': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, or s
2026-07-14 07:02:21,269 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.01s): {"success": false, "error": "Refusing background curator patch for skill 'knowledge-base': the skill lives in skills.external_dirs, which are externally owned and read-only to autonomous curation."}
2026-07-14 07:02:21,308 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6886 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:02:22,656 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6886 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:02:22,657 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #3: model=default provider=custom in=101645 out=20 total=101665 latency=1.4s
2026-07-14 07:02:22,714 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_view completed (0.05s, 54596 chars)
2026-07-14 07:02:22,751 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6887 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:02:35,237 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6887 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:02:35,239 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #4: model=default provider=custom in=117946 out=1603 total=119549 latency=12.5s
2026-07-14 07:02:35,315 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_manage completed (0.04s, 536 chars)
2026-07-14 07:02:35,357 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6888 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:02:38,988 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6888 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:02:38,992 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=5/16 budget=5/16 tool_turns=61 last_msg_role=assistant response_len=72 session=20260712_081412_654c5f58
2026-07-14 07:02:38,996 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:140188026119872 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:09:20,407 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (63 chars)
2026-07-14 07:09:20,424 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='đúng làm bước 1&2 đi, help text trước r test /kanban create sau' reply_to_id=18 reply_to_text=''
2026-07-14 07:09:20,632 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 07:09:20,714 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=111 msg='[NN Vo] đúng làm bước 1&2 đi, help text trước r test /kanban create sau'
2026-07-14 07:09:20,777 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6889 (_call):140188026119872 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:09:24,196 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6889 (_call):140188026119872 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:09:24,198 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1193: model=default provider=custom in=92016 out=203 total=92219 latency=3.4s
2026-07-14 07:09:24,328 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool read_file completed (0.10s, 3188 chars)
2026-07-14 07:09:24,365 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6894 (_call):140188026119872 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:09:45,881 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6894 (_call):140188026119872 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:09:45,882 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1194: model=default provider=custom in=90587 out=264 total=90851 latency=21.5s
2026-07-14 07:09:48,776 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool patch completed (2.88s, 1063 chars)
2026-07-14 07:09:48,811 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6902 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:09:51,330 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6902 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:09:51,332 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1195: model=default provider=custom in=91225 out=495 total=91720 latency=2.5s cache=85392/91225 (94%)
2026-07-14 07:09:52,160 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.80s, 534 chars)
2026-07-14 07:09:52,214 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6904 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:10:02,765 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6904 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:10:02,767 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1196: model=default provider=custom in=113560 out=448 total=114008 latency=10.6s
2026-07-14 07:10:03,636 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.83s, 167 chars)
2026-07-14 07:10:03,679 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6906 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:10:11,271 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6906 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:10:11,272 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1197: model=default provider=custom in=113785 out=363 total=114148 latency=7.6s
2026-07-14 07:10:11,869 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.58s, 426 chars)
2026-07-14 07:10:12,965 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool terminal returned error (0.08s): {"output": "Traceback (most recent call last):\n  File \"<stdin>\", line 5, in <module>\nsqlite3.OperationalError: no such table: task_notify_subs", "exit_code": 1, "error": null}
2026-07-14 07:10:13,010 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6909 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:10:33,270 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6909 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:10:33,271 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1198: model=default provider=custom in=92739 out=176 total=92915 latency=20.3s cache=85378/92739 (92%)
2026-07-14 07:10:33,418 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.12s, 156 chars)
2026-07-14 07:10:33,468 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6911 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:10:54,202 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6911 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:10:54,204 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1199: model=default provider=custom in=92970 out=178 total=93148 latency=20.8s
2026-07-14 07:10:54,354 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.12s, 240 chars)
2026-07-14 07:10:54,407 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6913 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:11:15,194 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6913 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:11:15,195 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1200: model=default provider=custom in=93269 out=299 total=93568 latency=20.8s cache=60927/93269 (65%)
2026-07-14 07:11:15,799 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.58s, 64 chars)
2026-07-14 07:11:15,846 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6915 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:11:34,429 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6915 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:11:34,431 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1201: model=default provider=custom in=93601 out=343 total=93944 latency=18.6s
2026-07-14 07:11:34,473 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=9/60 budget=9/60 tool_turns=44 last_msg_role=assistant response_len=1039 session=20260710_094439_1cb443b1
2026-07-14 07:11:34,531 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=134.1s api_calls=9 response=1039 chars
2026-07-14 07:11:34,538 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:11:34,589 INFO gateway.platforms.base: [Telegram] Sending response (1039 chars) to -1003707758328
2026-07-14 07:11:34,635 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 07:11:34,671 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=130 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 07:11:34,721 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6916 (_call):140188026119872 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:11:56,566 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6916 (_call):140188026119872 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:11:56,568 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1: model=default provider=custom in=95086 out=2129 total=97215 latency=21.9s
2026-07-14 07:11:56,602 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.03s, 551 chars)
2026-07-14 07:11:56,639 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6917 (_call):140188026119872 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:12:14,530 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6917 (_call):140188026119872 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:12:14,531 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #2: model=default provider=custom in=88685 out=335 total=89020 latency=17.9s
2026-07-14 07:12:14,558 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.02s, 225 chars)
2026-07-14 07:12:14,598 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6918 (_call):140188026119872 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:14:29,930 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6918 (_call):140188026119872 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:14:29,931 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #3: model=default provider=custom in=89096 out=241 total=89337 latency=135.4s cache=86528/89096 (97%)
2026-07-14 07:14:29,976 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/16 budget=3/16 tool_turns=46 last_msg_role=assistant response_len=928 session=20260710_094439_1cb443b1
2026-07-14 07:14:29,981 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:26:31,696 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (78 chars)
2026-07-14 07:26:31,720 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='kiểm tra thread r&d, tôi liên tục thấy đang typing dù ko có task nào đang chạy' reply_to_id=18 reply_to_text=''
2026-07-14 07:26:32,005 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 07:26:32,085 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=130 msg='[NN Vo] kiểm tra thread r&d, tôi liên tục thấy đang typing dù ko có task nào đan...'
2026-07-14 07:26:32,166 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6919 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:26:49,774 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6919 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:26:49,775 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1202: model=default provider=custom in=86542 out=407 total=86949 latency=17.6s
2026-07-14 07:26:50,116 INFO agent.tool_executor: tool search_files completed (0.31s, 18 chars)
2026-07-14 07:26:50,492 INFO agent.tool_executor: tool search_files completed (0.69s, 10450 chars)
2026-07-14 07:26:50,498 INFO agent.tool_executor: tool search_files completed (0.70s, 10979 chars)
2026-07-14 07:26:50,572 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6926 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:28:11,569 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6926 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:28:11,574 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1203: model=default provider=custom in=93056 out=1027 total=94083 latency=81.0s cache=90624/93056 (97%)
2026-07-14 07:28:11,811 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool terminal returned error (0.18s): {"output": "Traceback (most recent call last):\n  File \"<stdin>\", line 5, in <module>\nsqlite3.OperationalError: no such column: updated_at", "exit_code": 1, "error": null}
2026-07-14 07:28:12,902 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.08s, 47 chars)
2026-07-14 07:28:13,994 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool terminal returned error (0.08s): {"output": "Traceback (most recent call last):\n  File \"<stdin>\", line 5, in <module>\nsqlite3.OperationalError: no such column: claimant", "exit_code": 1, "error": null}
2026-07-14 07:28:14,049 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6930 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:28:39,931 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6930 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:28:39,932 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1204: model=default provider=custom in=93750 out=778 total=94528 latency=25.9s cache=90624/93750 (97%)
2026-07-14 07:28:40,040 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.08s, 3012 chars)
2026-07-14 07:28:41,177 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool search_files completed (0.13s, 4260 chars)
2026-07-14 07:28:42,308 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.12s, 274 chars)
2026-07-14 07:28:42,361 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6935 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:28:58,983 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6935 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:28:58,985 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1205: model=default provider=custom in=96960 out=1007 total=97967 latency=16.6s cache=91648/96960 (95%)
2026-07-14 07:28:59,155 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool terminal returned error (0.13s): {"output": "TASK t_7b2916a2\n{\n  \"id\": \"t_7b2916a2\",\n  \"title\": \"INGEST.03 [INGEST.03] Grouping & Tagging sources\",\n  \"body\": \"1. Đọc 2 file master_tourism.md và master_policy.md. 2. Gro
2026-07-14 07:29:00,227 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.06s, 507 chars)
2026-07-14 07:29:01,363 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.12s, 8258 chars)
2026-07-14 07:29:01,416 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6939 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:29:25,860 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6939 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:29:25,861 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1206: model=default provider=custom in=101538 out=1106 total=102644 latency=24.5s cache=94720/101538 (93%)
2026-07-14 07:29:25,939 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool search_files returned error (0.06s): {"total_count": 0, "error": "Path not found: /usr/local/lib/hermes-agent/gateway/platforms/telegram.py"}
2026-07-14 07:29:27,168 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool search_files completed (0.20s, 10105 chars)
2026-07-14 07:29:28,260 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.08s, 3017 chars)
2026-07-14 07:29:28,313 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6946 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:29:38,004 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6946 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:29:38,005 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1207: model=default provider=custom in=106133 out=517 total=106650 latency=9.7s cache=99328/106133 (94%)
2026-07-14 07:29:38,211 INFO agent.tool_executor: tool search_files completed (0.18s, 6359 chars)
2026-07-14 07:29:38,662 INFO agent.tool_executor: tool search_files completed (0.64s, 2465 chars)
2026-07-14 07:29:38,826 INFO agent.tool_executor: tool search_files completed (0.80s, 18 chars)
2026-07-14 07:29:38,881 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6953 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:29:45,270 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6953 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:29:45,270 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1208: model=default provider=custom in=108976 out=125 total=109101 latency=6.4s cache=103936/108976 (95%)
2026-07-14 07:29:45,402 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool read_file completed (0.11s, 8934 chars)
2026-07-14 07:29:45,454 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6958 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:29:51,126 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6958 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:29:51,129 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1209: model=default provider=custom in=111434 out=178 total=111612 latency=5.7s cache=106496/111434 (96%)
2026-07-14 07:29:51,272 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool search_files completed (0.11s, 4553 chars)
2026-07-14 07:29:51,321 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6961 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:30:03,020 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6961 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:30:03,023 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1210: model=default provider=custom in=112780 out=684 total=113464 latency=11.7s cache=109056/112780 (97%)
2026-07-14 07:30:03,270 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool terminal returned error (0.15s): {"output": "Traceback (most recent call last):\n  File \"<stdin>\", line 1, in <module>\nModuleNotFoundError: No module named 'hermes_tools'", "exit_code": 1, "error": null}
2026-07-14 07:30:03,454 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6963 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:30:10,088 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6963 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:30:10,089 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1211: model=default provider=custom in=113309 out=309 total=113618 latency=6.7s cache=110592/113309 (98%)
2026-07-14 07:30:10,146 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.04s, 973 chars)
2026-07-14 07:30:11,199 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.04s, 14194 chars)
2026-07-14 07:30:11,255 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6966 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:30:25,667 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6966 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:30:25,669 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1212: model=default provider=custom in=118575 out=897 total=119472 latency=14.4s cache=111104/118575 (94%)
2026-07-14 07:30:25,699 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=11/60 budget=11/60 tool_turns=54 last_msg_role=assistant response_len=1285 session=20260710_094439_1cb443b1
2026-07-14 07:30:25,730 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=234.0s api_calls=11 response=1285 chars
2026-07-14 07:30:25,770 INFO gateway.platforms.base: [Telegram] Sending response (1285 chars) to -1003707758328
2026-07-14 07:42:47,149 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (116 chars)
2026-07-14 07:42:47,165 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tôi muốn có nhiều agent it trong thread it cùng chạy cho nhiều đầu task, theo he' reply_to_id=18 reply_to_text=''
2026-07-14 07:42:47,378 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 07:42:47,458 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=165 msg='[NN Vo] tôi muốn có nhiều agent it trong thread it cùng chạy cho nhiều đầu task,...'
2026-07-14 07:42:47,532 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6967 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:43:23,475 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6967 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:43:23,477 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1213: model=default provider=custom in=118990 out=2345 total=121335 latency=36.0s cache=116224/118990 (98%)
2026-07-14 07:43:23,508 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=54 last_msg_role=assistant response_len=2600 session=20260710_094439_1cb443b1
2026-07-14 07:43:23,545 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=36.4s api_calls=1 response=2600 chars
2026-07-14 07:43:23,585 INFO gateway.platforms.base: [Telegram] Sending response (2600 chars) to -1003707758328
2026-07-14 07:44:15,394 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (150 chars)
2026-07-14 07:44:15,414 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='làm ngay bước 2 sửa logic typing đi Tôi sẽ rà đúng chỗ trong Telegram adapter và' reply_to_id=18 reply_to_text=''
2026-07-14 07:44:15,583 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 07:44:15,667 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=167 msg='[NN Vo] làm ngay bước 2 sửa logic typing đi Tôi sẽ rà đúng chỗ trong Telegram ad...'
2026-07-14 07:44:15,685 INFO [20260710_094439_1cb443b1] agent.turn_context: Preflight compression: ~128,575 tokens >= 128,000 threshold (model default, ctx 256,000)
2026-07-14 07:44:15,687 INFO [20260710_094439_1cb443b1] agent.conversation_compression: context compression started: session=20260710_094439_1cb443b1 messages=168 tokens=~128,575 model=default focus=None
2026-07-14 07:44:15,714 INFO [20260710_094439_1cb443b1] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-14 07:44:58,197 INFO [20260710_094439_1cb443b1] agent.conversation_compression: context compression done: session=20260710_094439_1cb443b1 messages=168->113 rough_tokens=~67,179 awaiting_real_usage=true
2026-07-14 07:44:58,209 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260710_094439_1cb443b1)
2026-07-14 07:44:58,242 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6968 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:45:03,917 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6968 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:45:03,919 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1214: model=default provider=custom in=63790 out=86 total=63876 latency=5.7s
2026-07-14 07:45:04,066 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.13s, 53667 chars)
2026-07-14 07:45:04,128 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6969 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:45:13,739 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6969 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:45:13,741 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1215: model=default provider=custom in=77615 out=346 total=77961 latency=9.6s
2026-07-14 07:45:13,994 INFO agent.tool_executor: tool search_files completed (0.24s, 1466 chars)
2026-07-14 07:45:14,260 INFO agent.tool_executor: tool search_files completed (0.50s, 7525 chars)
2026-07-14 07:45:14,263 INFO agent.tool_executor: tool search_files completed (0.51s, 6390 chars)
2026-07-14 07:45:14,322 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6976 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:45:23,356 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6976 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:45:23,356 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1216: model=default provider=custom in=82079 out=184 total=82263 latency=9.1s cache=61440/82079 (75%)
2026-07-14 07:45:23,473 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool read_file completed (0.09s, 6312 chars)
2026-07-14 07:45:24,580 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool read_file completed (0.10s, 8929 chars)
2026-07-14 07:45:25,703 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool read_file completed (0.11s, 10003 chars)
2026-07-14 07:45:25,751 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6989 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:45:50,202 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6989 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:45:50,204 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1217: model=default provider=custom in=101708 out=1957 total=103665 latency=24.5s cache=2176/101708 (2%)
2026-07-14 07:45:50,308 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool read_file completed (0.08s, 10205 chars)
2026-07-14 07:45:50,356 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6994 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:45:53,105 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6994 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:45:53,106 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1218: model=default provider=custom in=105955 out=696 total=106651 latency=2.8s
2026-07-14 07:45:53,146 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool patch returned error (0.00s): {"error": "patch content required"}
2026-07-14 07:45:53,239 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6995 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:45:57,367 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6995 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:45:57,369 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1219: model=default provider=custom in=105616 out=453 total=106069 latency=4.2s
2026-07-14 07:45:57,536 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool patch returned error (0.15s): {"success": false, "error": "Patch validation failed (no files were modified):\n  • /usr/local/lib/hermes-agent/gateway/run.py: addition-only hunk context hint '-17618,0 +17606,10' not found", "_warni
2026-07-14 07:45:57,578 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6999 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:46:00,595 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6999 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:46:00,596 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1220: model=default provider=custom in=106418 out=411 total=106829 latency=3.0s cache=97612/106418 (92%)
2026-07-14 07:46:02,755 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool patch completed (2.14s, 911 chars)
2026-07-14 07:46:02,805 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7007 (_call):140187019486912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:46:05,612 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7007 (_call):140187019486912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:46:05,614 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1221: model=default provider=custom in=107101 out=313 total=107414 latency=2.8s cache=4066/107101 (4%)
2026-07-14 07:46:05,633 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=8/60 budget=8/60 tool_turns=43 last_msg_role=assistant response_len=445 session=20260710_094439_1cb443b1
2026-07-14 07:46:05,656 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=110.2s api_calls=8 response=445 chars
2026-07-14 07:46:05,702 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:140187019486912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:46:05,706 INFO gateway.platforms.base: [Telegram] Sending response (445 chars) to -1003707758328
2026-07-14 07:46:05,804 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 07:46:05,834 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=131 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 07:46:05,884 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7008 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:46:25,042 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7008 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:46:25,044 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1: model=default provider=custom in=106288 out=729 total=107017 latency=19.2s
2026-07-14 07:46:25,106 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skills_list completed (0.06s, 17551 chars)
2026-07-14 07:46:25,142 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7009 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:46:26,343 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (10 chars)
2026-07-14 07:46:26,354 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='restart đi' reply_to_id=18 reply_to_text=''
2026-07-14 07:46:26,481 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 07:46:26,558 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=132 msg='[NN Vo] restart đi'
2026-07-14 07:46:26,579 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260710_094439_1cb443b1)
2026-07-14 07:46:26,616 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7010 (_call):140188026119872 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:46:29,061 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7010 (_call):140188026119872 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:46:29,065 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1222: model=default provider=custom in=107931 out=74 total=108005 latency=2.5s
2026-07-14 07:46:29,149 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool terminal returned error (0.00s): {"output": "", "exit_code": 1, "error": "Blocked: cannot restart or stop the gateway from inside the gateway process. The gateway would kill this command before it could complete (SIGTERM propagates t
2026-07-14 07:46:29,224 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7011 (_call):140188026119872 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:46:29,718 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7009 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:46:29,719 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #2: model=default provider=custom in=113537 out=239 total=113776 latency=4.6s
2026-07-14 07:46:29,793 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.07s, 53667 chars)
2026-07-14 07:46:29,835 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7012 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:46:49,225 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7012 (_call):140187413747392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:46:49,227 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #3: model=default provider=custom in=125224 out=127 total=125351 latency=19.4s
2026-07-14 07:46:49,232 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/16 budget=3/16 tool_turns=45 last_msg_role=assistant response_len=471 session=20260710_094439_1cb443b1
2026-07-14 07:46:49,237 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:140187019486912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:46:50,004 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7011 (_call):140188026119872 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:46:50,006 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1223: model=default provider=custom in=105351 out=262 total=105613 latency=20.8s
2026-07-14 07:46:50,103 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool terminal returned error (0.08s): {"output": "", "exit_code": 1, "error": null, "exit_code_meaning": "No matches found (not an error)"}
2026-07-14 07:46:51,166 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.05s, 297 chars)
2026-07-14 07:46:51,228 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7015 (_call):140188026119872 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:46:56,863 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7015 (_call):140188026119872 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:46:56,864 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1224: model=default provider=custom in=125345 out=220 total=125565 latency=5.7s
2026-07-14 07:46:56,883 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool terminal returned error (0.00s): {"output": "", "exit_code": 1, "error": "Blocked: cannot restart or stop the gateway from inside the gateway process. The gateway would kill this command before it could complete (SIGTERM propagates t
2026-07-14 07:46:56,923 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7016 (_call):140188026119872 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:47:44,729 INFO gateway.run: Image cache cleanup: removed 2 stale file(s)
2026-07-14 07:47:51,805 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7016 (_call):140188026119872 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:47:51,806 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1225: model=default provider=custom in=105883 out=285 total=106168 latency=54.9s cache=101660/105883 (96%)
2026-07-14 07:47:51,868 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool terminal returned error (0.00s): {"output": "", "exit_code": 1, "error": "Blocked: cannot restart or stop the gateway from inside the gateway process. The gateway would kill this command before it could complete (SIGTERM propagates t
2026-07-14 07:47:52,875 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool terminal returned error (0.00s): {"output": "", "exit_code": -1, "error": "Foreground command uses shell-level background wrappers (nohup/disown/setsid). Use terminal(background=true) so Hermes can track the process, then run readine
2026-07-14 07:47:52,920 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7017 (_call):140188026119872 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:47:55,453 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7017 (_call):140188026119872 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:47:55,454 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1226: model=default provider=custom in=106438 out=283 total=106721 latency=2.6s cache=101650/106438 (96%)
2026-07-14 07:47:55,633 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool write_file completed (0.16s, 157 chars)
2026-07-14 07:47:55,673 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7025 (_call):140187019486912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:48:16,982 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7025 (_call):140187019486912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:48:16,983 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1227: model=default provider=custom in=106788 out=174 total=106962 latency=21.3s
2026-07-14 07:48:17,019 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.01s, 149 chars)
2026-07-14 07:48:17,070 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7026 (_call):140188026119872 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:48:19,172 INFO gateway.run: Received SIGTERM — initiating shutdown
2026-07-14 07:48:19,172 WARNING gateway.run: Shutdown context: signal=SIGTERM under_systemd=yes parent_pid=1 parent_name=systemd loadavg_1m=0.26 parent_cmdline='/sbin/init'
2026-07-14 07:48:19,176 INFO gateway.run: Stopping gateway...
2026-07-14 07:48:19,608 INFO gateway.run: Sent shutdown notification to active chat telegram:-1003707758328
2026-07-14 07:48:20,058 INFO gateway.run: Sent shutdown notification to home channel telegram:-1003707758328
2026-07-14 07:48:20,058 INFO gateway.run: Shutdown phase: notify_active_sessions done at +0.88s
2026-07-14 07:48:20,072 INFO gateway.run: Shutdown phase: drain done at +0.90s (drain took 0.00s, timed_out=True, active_at_start=1, active_now=1, cron_at_start=0, cron_now=0)
2026-07-14 07:48:20,072 WARNING gateway.run: Gateway drain timed out after 0.0s with 1 active agent(s) and 0 in-flight cron job(s); interrupting remaining work.
2026-07-14 07:48:20,360 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client aborted (stream_interrupt_abort, shared=False, tcp_force_closed=0, deferred_close=stranger_thread) thread=hermes-gateway_0:140188953245376 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:48:20,367 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=interrupted_during_api_call model=default api_calls=7/60 budget=7/60 tool_turns=49 last_msg_role=assistant response_len=65 session=20260710_094439_1cb443b1
2026-07-14 07:48:20,372 INFO gateway.run: Ignoring control interrupt message for session agent:main:telegram:group:-1003707758328:18: Gateway shutting down
2026-07-14 07:48:20,414 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=114.1s api_calls=7 response=65 chars
2026-07-14 07:48:22,546 INFO tools.process_registry: Escalated to SIGKILL for pid 131481 (ignored SIGTERM within 2.0s grace)
2026-07-14 07:48:22,559 INFO tools.process_registry: Escalated to SIGKILL for pid 131468 (ignored SIGTERM within 2.0s grace)
2026-07-14 07:48:22,684 INFO tui_gateway.ws: ws closed peer=127.0.0.1:34280 reason=client_disconnect(code=1012,reason=) messages=5941 parse_errors=0 dispatch_crashes=0 send_failures=0 reaped_sessions=0 detached_sessions=1
2026-07-14 07:48:22,699 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=asyncio_0:124371396118208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:48:22,702 INFO tui_gateway.ws: ws closed peer=127.0.0.1:38592 reason=client_disconnect(code=1012,reason=) messages=1 parse_errors=0 dispatch_crashes=0 send_failures=0 reaped_sessions=1 detached_sessions=0
2026-07-14 07:48:24,686 INFO tools.process_registry: Escalated to SIGKILL for pid 180974 (ignored SIGTERM within 2.0s grace)
2026-07-14 07:48:24,687 INFO tools.process_registry: Escalated to SIGKILL for pid 180962 (ignored SIGTERM within 2.0s grace)
2026-07-14 07:48:24,836 INFO gateway.run: Shutdown (post-interrupt): killed 5 tool subprocess(es)
2026-07-14 07:48:24,838 INFO tools.terminal_tool: Manually cleaned up environment for task: default
2026-07-14 07:48:24,839 INFO tools.terminal_tool: Cleaned 1 environments
2026-07-14 07:48:24,840 INFO gateway.run: Shutdown phase: post-interrupt tool kill done at +5.66s
2026-07-14 07:48:24,840 INFO gateway.run: Process proc_8e6d8890b2ec finished — injecting agent notification for session agent:main:telegram:group:-1003707758328:18 chat=-1003707758328 thread=18
2026-07-14 07:48:24,841 INFO gateway.run: Process proc_4f4f725a2c7e finished — injecting agent notification for session agent:main:telegram:group:-1003707758328:18 chat=-1003707758328 thread=18
2026-07-14 07:48:24,843 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=hermes-gateway_1:140187455710912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:48:24,851 INFO gateway.platforms.base: [Telegram] Sending response (67 chars) to -1003707758328
2026-07-14 07:48:24,855 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=hermes-gateway_0:140188953245376 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:48:24,941 INFO telegram.ext.Application: Application is stopping. This might take a moment.
2026-07-14 07:48:24,941 INFO telegram.ext.Application: Application.stop() complete
2026-07-14 07:48:24,944 WARNING hermes_plugins.telegram_platform.adapter: [Telegram] Network error on send (attempt 1/3), retrying in 1s: httpx.ReadError: 
2026-07-14 07:48:24,949 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Disconnected from Telegram
2026-07-14 07:48:24,949 INFO gateway.run: ✓ telegram disconnected (0.09s)
2026-07-14 07:48:24,961 INFO hermes_plugins.feishu_platform.adapter: [Feishu] Disconnected
2026-07-14 07:48:24,961 INFO gateway.run: ✓ feishu disconnected (0.01s)
2026-07-14 07:48:24,961 INFO gateway.run: Shutdown phase: all adapters disconnected at +5.78s
2026-07-14 07:48:24,962 INFO gateway.run: Shutdown phase: final-cleanup tool kill done at +5.79s
2026-07-14 07:48:24,982 INFO gateway.run: Shutdown phase: SessionDB close done at +5.81s
2026-07-14 07:48:24,985 INFO gateway.run: Skipping .clean_shutdown marker — drain timed out with interrupted agents; next startup will suspend recently active sessions.
2026-07-14 07:48:24,990 INFO gateway.run: Gateway stopped by an unexpected signal — persisting gateway_state=running so container_boot auto-starts on the next boot (issue #42675)
2026-07-14 07:48:24,997 INFO gateway.run: Gateway stopped (total teardown 5.82s)
2026-07-14 07:48:25,000 INFO gateway.run: Gateway housekeeping stopped
2026-07-14 07:48:25,101 INFO gateway.run: Exiting with code 1 (signal-initiated shutdown without restart request) so systemd Restart=on-failure can revive the gateway.
2026-07-14 07:48:29,688 WARNING hermes_cli.plugins: Plugin operate/handoff-task: unknown kind 'command' (valid: backend, exclusive, model-provider, platform, standalone); treating as 'standalone'
2026-07-14 07:48:29,907 INFO hermes_cli.plugins: Plugin 'browser-browser-use' registered browser provider: browser-use
2026-07-14 07:48:29,910 INFO hermes_cli.plugins: Plugin 'browser-browserbase' registered browser provider: browserbase
2026-07-14 07:48:29,912 INFO hermes_cli.plugins: Plugin 'browser-firecrawl' registered browser provider: firecrawl
2026-07-14 07:48:30,251 INFO hermes_cli.plugins: Plugin 'fal' registered image_gen provider: fal
2026-07-14 07:48:30,253 INFO hermes_cli.plugins: Plugin 'krea' registered image_gen provider: krea
2026-07-14 07:48:30,255 INFO hermes_cli.plugins: Plugin 'openai' registered image_gen provider: openai
2026-07-14 07:48:30,257 INFO hermes_cli.plugins: Plugin 'openai-codex' registered image_gen provider: openai-codex
2026-07-14 07:48:30,259 INFO hermes_cli.plugins: Plugin 'openrouter' registered image_gen provider: openrouter
2026-07-14 07:48:30,259 INFO hermes_cli.plugins: Plugin 'openrouter' registered image_gen provider: nous
2026-07-14 07:48:30,262 INFO hermes_cli.plugins: Plugin 'xai' registered image_gen provider: xai
2026-07-14 07:48:30,282 INFO hermes_cli.plugins: Plugin 'fal' registered video_gen provider: fal
2026-07-14 07:48:30,285 INFO hermes_cli.plugins: Plugin 'xai' registered video_gen provider: xai
2026-07-14 07:48:30,291 INFO hermes_cli.plugins: Plugin 'web-brave-free' registered web provider: brave-free
2026-07-14 07:48:30,293 INFO hermes_cli.plugins: Plugin 'web-ddgs' registered web provider: ddgs
2026-07-14 07:48:30,297 INFO hermes_cli.plugins: Plugin 'web-exa' registered web provider: exa
2026-07-14 07:48:30,303 INFO hermes_cli.plugins: Plugin 'web-firecrawl' registered web provider: firecrawl
2026-07-14 07:48:30,306 INFO hermes_cli.plugins: Plugin 'web-parallel' registered web provider: parallel
2026-07-14 07:48:30,310 INFO hermes_cli.plugins: Plugin 'web-searxng' registered web provider: searxng
2026-07-14 07:48:30,314 INFO hermes_cli.plugins: Plugin 'web-tavily' registered web provider: tavily
2026-07-14 07:48:30,319 INFO hermes_cli.plugins: Plugin 'web-xai' registered web provider: xai
2026-07-14 07:48:30,568 WARNING hermes_cli.plugins: Plugin 'ai-os' tried to register command '/handoff' which conflicts with a built-in command. Skipping.
2026-07-14 07:48:30,568 INFO hermes_cli.plugins: Plugin discovery complete: 53 found, 45 enabled
2026-07-14 07:48:32,357 WARNING hermes.security_audit: Security posture audit found 1 issue(s) — review your deployment:
2026-07-14 07:48:32,358 WARNING hermes.security_audit:   [security 1/1] Running as ROOT. The agent's terminal/file tools execute with full root privileges — a single prompt-injection or exposed endpoint is a full host compromise. Run Hermes as an unprivileged user (or in a sandboxed terminal backend / container with a non-root user).
2026-07-14 07:48:47,611 INFO gateway.run: Starting Hermes Gateway...
2026-07-14 07:48:47,611 INFO gateway.run: Session storage: /root/.hermes/sessions
2026-07-14 07:48:47,638 INFO gateway.run: Agent budget: max_iterations=60 (agent.max_turns from config.yaml, or HERMES_MAX_ITERATIONS from .env, or default 90)
2026-07-14 07:48:47,638 INFO gateway.run: Secret redaction: ENABLED (tool output, logs, and chat responses are scrubbed before delivery)
2026-07-14 07:48:47,679 WARNING gateway.session: gateway.session: pruning stale sessions.json entry 'agent:main:telegram:group:-1003707758328:1591' -> 20260712_105703_44b445af (end_reason='agent_close'); left by a crashed gateway
2026-07-14 07:48:47,731 INFO gateway.run: Connecting to telegram...
2026-07-14 07:48:47,740 WARNING hermes_plugins.telegram_platform.adapter: [Telegram] Discovering Telegram API fallback IPs via DNS-over-HTTPS…
2026-07-14 07:48:47,897 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Auto-discovered Telegram fallback IPs: 149.154.166.110
2026-07-14 07:48:47,897 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Telegram fallback IPs active: 149.154.166.110
2026-07-14 07:48:47,947 WARNING hermes_plugins.telegram_platform.adapter: [Telegram] Connecting to Telegram (attempt 1/8)…
2026-07-14 07:48:48,007 INFO telegram.ext.Application: Application started
2026-07-14 07:48:48,058 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Connected to Telegram (polling mode)
2026-07-14 07:48:48,120 INFO gateway.run: ✓ telegram connected
2026-07-14 07:48:48,120 INFO gateway.run: Connecting to feishu...
2026-07-14 07:48:48,346 INFO hermes_plugins.telegram_platform.adapter: [Telegram] set_my_commands OK for scope BotCommandScopeDefault (60 cmds)
2026-07-14 07:48:48,531 INFO hermes_plugins.telegram_platform.adapter: [Telegram] set_my_commands OK for scope BotCommandScopeAllPrivateChats (60 cmds)
2026-07-14 07:48:48,751 INFO hermes_plugins.telegram_platform.adapter: [Telegram] set_my_commands OK for scope BotCommandScopeAllGroupChats (60 cmds)
2026-07-14 07:48:48,751 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Telegram menu: 60 commands registered, 91 hidden (over 60 limit). Use /commands for full list.
2026-07-14 07:48:49,875 WARNING hermes_plugins.feishu_platform.adapter: [Feishu] Unable to hydrate bot name from application info. Grant admin:app.info:readonly or application:application:self_manage so group @mention gating can resolve the bot name precisely.
2026-07-14 07:48:49,885 INFO hermes_plugins.feishu_platform.adapter: [Feishu] Connected in websocket mode (feishu)
2026-07-14 07:48:49,898 INFO gateway.run: ✓ feishu connected
2026-07-14 07:48:49,903 INFO gateway.run: Gateway running with 2 platform(s)
2026-07-14 07:48:49,971 INFO gateway.run: Channel directory built: 10 target(s)
2026-07-14 07:48:50,548 ERROR Lark: connect failed, err: 1000040351: Incorrect domain name
2026-07-14 07:48:50,983 INFO gateway.run: Scheduled auto-resume for 1 restart-interrupted session(s)
2026-07-14 07:48:50,997 INFO gateway.run: Press Ctrl+C to stop
2026-07-14 07:48:51,282 INFO cron.scheduler_provider: In-process cron scheduler started (interval=60s)
2026-07-14 07:48:51,290 INFO gateway.run: Gateway housekeeping started (interval=60s)
2026-07-14 07:48:51,298 INFO gateway.run: kanban dispatcher: holding singleton dispatcher lock (/root/.hermes/kanban/.dispatcher.lock)
2026-07-14 07:48:51,313 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='' reply_to_id=None reply_to_text=''
2026-07-14 07:48:51,545 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 07:48:51,569 INFO run_agent: Loaded environment variables from /root/.hermes/.env
2026-07-14 07:48:54,865 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_0:135524911138496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:48:54,882 WARNING tools.registry: check_fn _browser_cdp_check returned False; dependent tools will be unavailable this turn
2026-07-14 07:48:54,891 WARNING tools.registry: check_fn _browser_dialog_check returned False; dependent tools will be unavailable this turn
2026-07-14 07:48:54,926 WARNING tools.registry: check_fn check_close_terminal_requirements returned False; dependent tools will be unavailable this turn
2026-07-14 07:48:54,931 WARNING tools.registry: check_fn check_computer_use_requirements returned False; dependent tools will be unavailable this turn
2026-07-14 07:48:54,977 WARNING tools.registry: check_fn check_image_generation_requirements returned False; dependent tools will be unavailable this turn
2026-07-14 07:48:54,979 WARNING tools.registry: check_fn _check_kanban_mode returned False; dependent tools will be unavailable this turn
2026-07-14 07:48:54,981 WARNING tools.registry: check_fn _check_kanban_orchestrator_mode returned False; dependent tools will be unavailable this turn
2026-07-14 07:48:54,982 WARNING tools.registry: check_fn check_read_terminal_requirements returned False; dependent tools will be unavailable this turn
2026-07-14 07:48:55,045 WARNING tools.registry: check_fn check_web_api_key returned False; dependent tools will be unavailable this turn
2026-07-14 07:48:55,249 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 07:48:55,276 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=148 msg='[System note: The previous turn was interrupted by a gateway shutdown; the gatew...'
2026-07-14 07:48:55,301 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260710_094439_1cb443b1)
2026-07-14 07:48:55,367 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5 (_call):135524471797440 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:48:56,299 INFO gateway.run: kanban dispatcher: embedded in gateway (interval=60.0s)
2026-07-14 07:49:15,780 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5 (_call):135524471797440 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:49:15,782 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1: model=default provider=custom in=107126 out=328 total=107454 latency=20.5s cache=101636/107126 (95%)
2026-07-14 07:49:15,804 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=49 last_msg_role=assistant response_len=241 session=20260710_094439_1cb443b1
2026-07-14 07:49:15,857 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=24.5s api_calls=1 response=241 chars
2026-07-14 07:49:15,899 INFO gateway.platforms.base: [Telegram] Sending response (241 chars) to -1003707758328
2026-07-14 07:52:42,561 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Lazy-registered 60 commands for forum chat -1003707758328
2026-07-14 07:52:42,808 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (904 chars)
2026-07-14 07:52:42,823 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='ko thẻ kết nối  Last login: Tue Jul 14 12:50:49 on ttys000 keira@Keiras-MacBook-' reply_to_id=18 reply_to_text=''
2026-07-14 07:52:42,964 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 07:52:43,061 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=150 msg='[NN Vo] ko thẻ kết nối  Last login: Tue Jul 14 12:50:49 on ttys000 keira@Keiras-...'
2026-07-14 07:52:43,077 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260710_094439_1cb443b1)
2026-07-14 07:52:43,114 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6 (_call):135524471797440 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:53:01,647 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6 (_call):135524471797440 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:53:01,648 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #2: model=default provider=custom in=107400 out=358 total=107758 latency=18.6s cache=101630/107400 (95%)
2026-07-14 07:53:01,686 INFO [20260710_094439_1cb443b1] tools.terminal_tool: Creating new local environment for task default...
2026-07-14 07:53:01,738 INFO [20260710_094439_1cb443b1] tools.environments.base: Session snapshot created (session=927f9fe76188, cwd=/opt/ai-os/products/ceo)
2026-07-14 07:53:01,739 INFO [20260710_094439_1cb443b1] tools.terminal_tool: local environment ready for task default
2026-07-14 07:53:02,356 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.68s, 6799 chars)
2026-07-14 07:53:02,415 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10 (_call):135524891211456 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:53:28,153 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10 (_call):135524891211456 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:53:28,156 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #3: model=default provider=custom in=97745 out=885 total=98630 latency=25.8s
2026-07-14 07:53:28,190 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=50 last_msg_role=assistant response_len=1040 session=20260710_094439_1cb443b1
2026-07-14 07:53:28,224 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=45.4s api_calls=2 response=1040 chars
2026-07-14 07:53:28,276 INFO gateway.platforms.base: [Telegram] Sending response (1040 chars) to -1003707758328
2026-07-14 07:53:28,290 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135524891211456 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:53:28,393 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 07:53:28,431 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=153 msg='Review the conversation above and consider saving to memory if appropriate.  Foc...'
2026-07-14 07:53:28,477 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-11 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:53:37,184 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-11 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:53:37,187 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1: model=default provider=custom in=98042 out=129 total=98171 latency=8.7s
2026-07-14 07:53:37,216 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool memory completed (0.02s, 196 chars)
2026-07-14 07:53:37,264 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-12 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:53:47,772 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-12 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:53:47,774 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #2: model=default provider=custom in=98193 out=8 total=98201 latency=10.5s
2026-07-14 07:53:47,779 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/16 budget=2/16 tool_turns=51 last_msg_role=assistant response_len=7 session=20260710_094439_1cb443b1
2026-07-14 07:53:47,783 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135524891211456 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:54:19,057 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (125 chars)
2026-07-14 07:54:19,067 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tôi vốn vẫn dùng lệnh đó bữa giờ mà sao nay lại bắt đổi, mới restart gateway dã ' reply_to_id=18 reply_to_text=''
2026-07-14 07:54:19,224 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 07:54:19,305 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=154 msg='[NN Vo] tôi vốn vẫn dùng lệnh đó bữa giờ mà sao nay lại bắt đổi, mới restart gat...'
2026-07-14 07:54:19,322 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260710_094439_1cb443b1)
2026-07-14 07:54:19,356 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-13 (_call):135524891211456 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:54:36,371 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-13 (_call):135524891211456 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:54:36,372 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #4: model=default provider=custom in=98156 out=585 total=98741 latency=17.0s cache=95232/98156 (97%)
2026-07-14 07:54:36,496 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.10s, 36171 chars)
2026-07-14 07:54:36,556 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-14 (_call):135524891211456 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:54:49,358 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-14 (_call):135524891211456 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:54:49,358 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #5: model=default provider=custom in=108203 out=494 total=108697 latency=12.8s cache=95744/108203 (88%)
2026-07-14 07:54:49,499 INFO agent.tool_executor: tool read_file completed (0.12s, 1242 chars)
2026-07-14 07:54:49,501 INFO agent.tool_executor: tool read_file completed (0.12s, 461 chars)
2026-07-14 07:54:49,516 INFO agent.tool_executor: tool search_files completed (0.13s, 18 chars)
2026-07-14 07:54:49,569 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-26 (_call):135524446619328 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:55:02,971 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-26 (_call):135524446619328 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:55:02,973 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #6: model=default provider=custom in=108987 out=770 total=109757 latency=13.4s cache=105984/108987 (97%)
2026-07-14 07:55:03,598 INFO agent.tool_executor: tool search_files completed (0.60s, 18 chars)
2026-07-14 07:55:03,600 INFO agent.tool_executor: tool search_files completed (0.60s, 18 chars)
2026-07-14 07:55:03,606 INFO agent.tool_executor: tool search_files completed (0.61s, 18 chars)
2026-07-14 07:55:03,656 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-33 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:55:18,247 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-33 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:55:18,248 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #7: model=default provider=custom in=109288 out=325 total=109613 latency=14.6s cache=106496/109288 (97%)
2026-07-14 07:56:17,574 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (59.30s, 2793 chars)
2026-07-14 07:56:17,624 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-35 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:56:27,827 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-35 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:56:27,829 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #8: model=default provider=custom in=110354 out=600 total=110954 latency=10.2s cache=107008/110354 (97%)
2026-07-14 07:56:27,954 INFO agent.tool_executor: tool search_files completed (0.11s, 18 chars)
2026-07-14 07:56:28,151 INFO agent.tool_executor: tool search_files completed (0.30s, 4665 chars)
2026-07-14 07:56:28,155 INFO agent.tool_executor: tool search_files completed (0.30s, 4875 chars)
2026-07-14 07:56:28,215 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-42 (_call):135524891211456 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:56:40,413 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-42 (_call):135524891211456 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:56:40,414 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #9: model=default provider=custom in=113405 out=526 total=113931 latency=12.2s cache=108032/113405 (95%)
2026-07-14 07:56:40,482 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.05s, 161 chars)
2026-07-14 07:56:41,612 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.12s, 401 chars)
2026-07-14 07:56:41,662 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-45 (_call):135524891211456 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:57:00,286 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-45 (_call):135524891211456 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:57:00,287 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #10: model=default provider=custom in=113902 out=910 total=114812 latency=18.6s cache=111104/113902 (98%)
2026-07-14 07:57:00,382 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.05s, 1251 chars)
2026-07-14 07:57:01,444 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.05s, 661 chars)
2026-07-14 07:57:02,556 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool search_files completed (0.09s, 18 chars)
2026-07-14 07:57:02,608 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-50 (_call):135524891211456 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:57:15,801 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-50 (_call):135524891211456 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:57:15,802 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #11: model=default provider=custom in=114803 out=797 total=115600 latency=13.2s cache=111616/114803 (97%)
2026-07-14 07:57:15,826 INFO agent.tool_executor: tool read_file failed (0.00s): {"error": "Access denied: /root/.hermes/.env is a Hermes credential store and cannot be read directly. Provider tools consume these credentials through internal channels. (Defense-in-depth \u2014 not 
2026-07-14 07:57:15,935 INFO agent.tool_executor: tool read_file completed (0.12s, 10949 chars)
2026-07-14 07:57:15,958 INFO agent.tool_executor: tool search_files completed (0.14s, 18 chars)
2026-07-14 07:57:15,969 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool read_file returned error (0.00s): {"error": "Access denied: /root/.hermes/.env is a Hermes credential store and cannot be read directly. Provider tools consume these credentials through internal channels. (Defense-in-depth \u2014 not 
2026-07-14 07:57:16,041 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-57 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:57:31,858 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-57 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:57:31,859 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #12: model=default provider=custom in=118666 out=647 total=119313 latency=15.8s
2026-07-14 07:57:31,958 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool read_file completed (0.08s, 2662 chars)
2026-07-14 07:57:34,755 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (1.78s, 1918 chars)
2026-07-14 07:57:35,891 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool search_files completed (0.13s, 18 chars)
2026-07-14 07:57:35,941 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-65 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:57:49,782 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-65 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:57:49,783 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #13: model=default provider=custom in=120424 out=503 total=120927 latency=13.9s cache=75264/120424 (62%)
2026-07-14 07:57:49,892 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool read_file completed (0.09s, 492 chars)
2026-07-14 07:57:51,079 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.18s, 9679 chars)
2026-07-14 07:57:52,268 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.18s, 499 chars)
2026-07-14 07:57:52,324 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-72 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:58:01,579 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-72 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:58:01,580 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #14: model=default provider=custom in=124505 out=271 total=124776 latency=9.3s cache=116224/124505 (93%)
2026-07-14 07:58:01,702 INFO agent.tool_executor: tool search_files completed (0.09s, 1611 chars)
2026-07-14 07:58:01,704 INFO agent.tool_executor: tool read_file completed (0.10s, 233 chars)
2026-07-14 07:58:01,733 INFO agent.tool_executor: tool read_file completed (0.13s, 6627 chars)
2026-07-14 07:58:01,834 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-83 (_call):135524891211456 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:58:08,447 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-83 (_call):135524891211456 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:58:08,448 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #15: model=default provider=custom in=146703 out=401 total=147104 latency=6.6s cache=99584/146703 (68%)
2026-07-14 07:58:08,657 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool patch completed (0.19s, 444 chars)
2026-07-14 07:58:08,681 INFO [20260710_094439_1cb443b1] agent.auxiliary_client: Auxiliary auto-detect: using main provider custom (default)
2026-07-14 07:58:08,770 INFO [20260710_094439_1cb443b1] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1/ — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 07:58:08,771 INFO [20260710_094439_1cb443b1] agent.conversation_compression: context compression started: session=20260710_094439_1cb443b1 messages=195 tokens=~146,703 model=default focus=None
2026-07-14 07:58:08,822 INFO [20260710_094439_1cb443b1] agent.auxiliary_client: Auxiliary auto-detect: using main provider custom (default)
2026-07-14 07:58:08,824 INFO [20260710_094439_1cb443b1] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-14 07:58:24,044 INFO [20260710_094439_1cb443b1] agent.conversation_compression: context compression done: session=20260710_094439_1cb443b1 messages=195->99 rough_tokens=~70,445 awaiting_real_usage=true
2026-07-14 07:58:24,079 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-92 (_call):135524446619328 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:58:30,873 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-92 (_call):135524446619328 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:58:30,874 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #16: model=default provider=custom in=77156 out=811 total=77967 latency=6.8s
2026-07-14 07:58:31,293 INFO hermes.lint.lsp: lsp[pyright] active for /opt/ai-os/products/ceo
2026-07-14 07:58:34,804 INFO [20260710_094439_1cb443b1] hermes.lint.lsp: lsp[pyright] 1 diags (dashboard/api/server.py)
2026-07-14 07:58:34,847 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool patch completed (3.95s, 633 chars)
2026-07-14 07:58:37,033 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (1.18s, 161 chars)
2026-07-14 07:58:37,084 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-101 (_call):135524429833920 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:58:45,882 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-101 (_call):135524429833920 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:58:45,883 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #17: model=default provider=custom in=78057 out=305 total=78362 latency=8.8s cache=73091/78057 (94%)
2026-07-14 07:58:45,899 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=14/60 budget=14/60 tool_turns=31 last_msg_role=assistant response_len=847 session=20260710_094439_1cb443b1
2026-07-14 07:58:45,934 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=266.9s api_calls=14 response=847 chars
2026-07-14 07:58:45,971 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135524429833920 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:58:45,973 INFO gateway.platforms.base: [Telegram] Sending response (847 chars) to -1003707758328
2026-07-14 07:58:46,068 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 07:58:46,105 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=103 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 07:58:46,138 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-102 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:58:48,446 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-102 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:58:48,446 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1: model=default provider=custom in=73645 out=287 total=73932 latency=2.3s
2026-07-14 07:58:48,467 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.02s): {"error": "old_string is required for 'patch'. Provide the text to find.", "success": false}
2026-07-14 07:58:48,498 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-103 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:58:56,612 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-103 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:58:56,613 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #2: model=default provider=custom in=75401 out=820 total=76221 latency=8.1s
2026-07-14 07:58:56,695 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_view returned error (0.08s): {"success": false, "error": "Skill 'operate' not found.", "available_skills": ["computer-use", "deploy-internal-dashboard", "dogfood", "onboarding", "startup-kit-walkthrough", "team-progress", "tech-u
2026-07-14 07:58:56,727 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-104 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:59:04,299 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-104 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 07:59:04,300 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #3: model=default provider=custom in=75788 out=159 total=75947 latency=7.6s
2026-07-14 07:59:04,305 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/16 budget=3/16 tool_turns=33 last_msg_role=assistant response_len=575 session=20260710_094439_1cb443b1
2026-07-14 07:59:04,309 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135524429833920 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:00:19,903 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Cached user photo at /root/.hermes/cache/images/img_80cb81a96806.jpg
2026-07-14 08:00:20,706 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing photo batch agent:main:telegram:group:-1003707758328:18:photo-burst with 1 image(s)
2026-07-14 08:00:20,733 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='account của tôi vào là gì' reply_to_id=18 reply_to_text=''
2026-07-14 08:00:20,942 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 08:00:21,088 INFO gateway.run: Image routing: text (mode=text). Pre-analyzing 1 image(s) via vision_analyze.
2026-07-14 08:00:21,088 INFO tools.vision_tools: Analyzing image: /root/.hermes/cache/images/img_80cb81a96806.jpg
2026-07-14 08:00:21,088 INFO tools.vision_tools: User prompt: Describe everything visible in this image in thorough detail. Include any text, code, data, objects,
2026-07-14 08:00:21,119 INFO tools.vision_tools: Image ready (12.3 KB)
2026-07-14 08:00:21,119 INFO tools.vision_tools: Converting image to base64...
2026-07-14 08:00:21,125 INFO tools.vision_tools: Image converted to base64 (16.5 KB)
2026-07-14 08:00:21,125 INFO tools.vision_tools: Processing image with vision model...
2026-07-14 08:01:00,320 INFO tools.vision_tools: Image analysis completed (2578 characters)
2026-07-14 08:01:00,408 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=103 msg="[The user sent an image~ Here's what I can see: Based on the image provided, her..."
2026-07-14 08:01:00,464 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-105 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:01:03,643 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-105 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:01:03,644 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #18: model=default provider=custom in=73263 out=522 total=73785 latency=3.2s
2026-07-14 08:01:05,662 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool session_search completed (2.00s, 130542 chars)
2026-07-14 08:01:05,693 INFO [20260710_094439_1cb443b1] tools.tool_result_storage: Persisted large tool result: session_search (session_search-1784008863533-0, 130542 chars -> /tmp/hermes-results/session_search-1784008863533-0.txt)
2026-07-14 08:01:05,737 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-108 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:01:07,577 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-108 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:01:07,579 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #19: model=default provider=custom in=74065 out=117 total=74182 latency=1.9s cache=69034/74065 (93%)
2026-07-14 08:01:07,746 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool read_file completed (0.11s, 2331 chars)
2026-07-14 08:01:07,796 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-113 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:02:28,337 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-113 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:02:28,338 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #20: model=default provider=custom in=75045 out=191 total=75236 latency=80.6s cache=69036/75045 (92%)
2026-07-14 08:02:28,412 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool session_search completed (0.06s, 275 chars)
2026-07-14 08:02:28,445 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-114 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:02:47,044 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-114 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:02:47,046 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #21: model=default provider=custom in=75326 out=68 total=75394 latency=18.6s cache=69033/75326 (92%)
2026-07-14 08:02:48,356 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool session_search completed (1.28s, 96947 chars)
2026-07-14 08:02:48,439 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-115 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:02:50,597 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-115 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:02:50,599 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #22: model=default provider=custom in=108553 out=186 total=108739 latency=2.2s cache=73286/108553 (68%)
2026-07-14 08:02:50,626 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=5/60 budget=5/60 tool_turns=35 last_msg_role=assistant response_len=458 session=20260710_094439_1cb443b1
2026-07-14 08:02:50,638 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=149.9s api_calls=5 response=458 chars
2026-07-14 08:02:50,668 INFO gateway.platforms.base: [Telegram] Sending response (458 chars) to -1003707758328
2026-07-14 08:03:20,905 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (60 chars)
2026-07-14 08:03:20,920 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='vẫn sai, nên nhớ là tài khoản vào http://127.0.0.1:9119/ nhé' reply_to_id=18 reply_to_text=''
2026-07-14 08:03:21,041 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 08:03:21,110 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=113 msg='[NN Vo] vẫn sai, nên nhớ là tài khoản vào http://127.0.0.1:9119/ nhé'
2026-07-14 08:03:21,155 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-116 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:03:41,932 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-116 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:03:41,933 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #23: model=default provider=custom in=108772 out=195 total=108967 latency=20.8s cache=20356/108772 (19%)
2026-07-14 08:03:42,024 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool search_files completed (0.07s, 1812 chars)
2026-07-14 08:03:42,068 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-119 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:04:02,548 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-119 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:04:02,549 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #24: model=default provider=custom in=109546 out=136 total=109682 latency=20.5s
2026-07-14 08:04:02,847 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.27s, 241 chars)
2026-07-14 08:04:02,892 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-121 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:04:21,506 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-121 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:04:21,507 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #25: model=default provider=custom in=109871 out=342 total=110213 latency=18.6s cache=101775/109871 (93%)
2026-07-14 08:04:51,649 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool terminal returned error (30.12s): {"output": "/opt/ai-os/products/ceo/dashboard/README.md:17:  không có Caddy. Mật khẩu riêng `DASH_PASSWORD` (≠ 9ROUTER_PASSWORD).\n/opt/ai-os/products/ceo/.git/config:10:\turl = https://github.com/nhi
2026-07-14 08:04:51,724 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-123 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:05:09,293 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-123 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:05:09,295 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #26: model=default provider=custom in=127837 out=321 total=128158 latency=17.6s cache=105582/127837 (83%)
2026-07-14 08:05:09,321 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/60 budget=4/60 tool_turns=38 last_msg_role=assistant response_len=816 session=20260710_094439_1cb443b1
2026-07-14 08:05:09,361 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=108.4s api_calls=4 response=816 chars
2026-07-14 08:05:09,395 INFO gateway.platforms.base: [Telegram] Sending response (816 chars) to -1003707758328
2026-07-14 08:08:10,165 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (34 chars)
2026-07-14 08:08:10,182 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='hay là reset mật khẩu đi cho nhanh' reply_to_id=18 reply_to_text=''
2026-07-14 08:08:10,388 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 08:08:10,479 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=121 msg='[NN Vo] hay là reset mật khẩu đi cho nhanh'
2026-07-14 08:08:10,540 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-124 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:08:31,524 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-124 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:08:31,525 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #27: model=default provider=custom in=119551 out=444 total=119995 latency=21.0s cache=18944/119551 (16%)
2026-07-14 08:08:31,649 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool read_file completed (0.11s, 2019 chars)
2026-07-14 08:08:32,760 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool read_file completed (0.10s, 232 chars)
2026-07-14 08:08:33,883 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.12s, 419 chars)
2026-07-14 08:08:33,923 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-134 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:08:39,349 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-134 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:08:39,350 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #28: model=default provider=custom in=120660 out=225 total=120885 latency=5.4s cache=117248/120660 (97%)
2026-07-14 08:08:39,575 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool patch completed (0.20s, 508 chars)
2026-07-14 08:08:39,615 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-143 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:08:43,226 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-143 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:08:43,227 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #29: model=default provider=custom in=121088 out=133 total=121221 latency=3.6s cache=118272/121088 (98%)
2026-07-14 08:08:44,437 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (1.19s, 161 chars)
2026-07-14 08:08:44,482 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-145 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:08:51,365 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-145 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:08:51,367 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #30: model=default provider=custom in=121297 out=96 total=121393 latency=6.9s cache=118784/121297 (98%)
2026-07-14 08:08:51,384 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/60 budget=4/60 tool_turns=41 last_msg_role=assistant response_len=282 session=20260710_094439_1cb443b1
2026-07-14 08:08:51,436 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=41.3s api_calls=4 response=282 chars
2026-07-14 08:08:51,468 INFO gateway.platforms.base: [Telegram] Sending response (282 chars) to -1003707758328
2026-07-14 08:08:58,235 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (123 chars)
2026-07-14 08:08:58,249 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='có vẻ bạn hiểu sai rồi, tôi cần truy cập vào hermes dashboard qua http://127.0.0' reply_to_id=18 reply_to_text=''
2026-07-14 08:08:58,370 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 08:08:58,434 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=131 msg='[NN Vo] có vẻ bạn hiểu sai rồi, tôi cần truy cập vào hermes dashboard qua http:/...'
2026-07-14 08:08:58,493 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-146 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:09:17,348 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-146 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:09:17,349 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #31: model=default provider=custom in=121441 out=826 total=122267 latency=18.9s cache=119296/121441 (98%)
2026-07-14 08:09:18,580 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (1.19s, 352 chars)
2026-07-14 08:09:19,643 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.05s, 579 chars)
2026-07-14 08:09:20,744 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool search_files completed (0.09s, 18 chars)
2026-07-14 08:09:21,941 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool search_files completed (0.19s, 18 chars)
2026-07-14 08:09:21,994 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-153 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:09:37,407 ERROR hermes_plugins.telegram_platform.adapter: [Telegram] Failed to send Telegram message: Timed out
2026-07-14 08:09:40,323 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-153 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:09:40,324 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #32: model=default provider=custom in=122011 out=917 total=122928 latency=18.3s cache=119296/122011 (98%)
2026-07-14 08:09:40,425 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.08s, 2773 chars)
2026-07-14 08:09:49,157 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (7.72s, 54529 chars)
2026-07-14 08:09:50,269 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.08s, 4440 chars)
2026-07-14 08:09:50,323 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Pre-API compression: ~128,612 request tokens >= 128,000 threshold (context=256,000, attempt=1/3)
2026-07-14 08:09:50,325 INFO [20260710_094439_1cb443b1] agent.conversation_compression: context compression started: session=20260710_094439_1cb443b1 messages=141 tokens=~128,612 model=default focus=None
2026-07-14 08:09:51,097 INFO [20260710_094439_1cb443b1] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-14 08:10:55,487 INFO [20260710_094439_1cb443b1] agent.conversation_compression: context compression done: session=20260710_094439_1cb443b1 messages=141->71 rough_tokens=~69,088 awaiting_real_usage=true
2026-07-14 08:10:55,532 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-157 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:11:07,099 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-157 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:11:07,100 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #33: model=default provider=custom in=71607 out=184 total=71791 latency=11.6s cache=19456/71607 (27%)
2026-07-14 08:11:07,316 INFO agent.tool_executor: tool skill_view completed (0.19s, 10467 chars)
2026-07-14 08:11:07,325 INFO agent.tool_executor: tool skill_view completed (0.20s, 53667 chars)
2026-07-14 08:11:07,398 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-158 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:11:24,851 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-158 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:11:24,852 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #34: model=default provider=custom in=88140 out=1111 total=89251 latency=17.5s cache=69120/88140 (78%)
2026-07-14 08:11:25,168 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.29s, 7814 chars)
2026-07-14 08:11:26,364 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.17s, 4902 chars)
2026-07-14 08:11:27,507 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool search_files completed (0.13s, 18 chars)
2026-07-14 08:11:27,556 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-163 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:11:39,778 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-163 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:11:39,779 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #35: model=default provider=custom in=92727 out=680 total=93407 latency=12.2s cache=86016/92727 (93%)
2026-07-14 08:11:39,904 INFO agent.tool_executor: tool search_files completed (0.10s, 18 chars)
2026-07-14 08:11:39,908 INFO agent.tool_executor: tool search_files completed (0.11s, 18 chars)
2026-07-14 08:11:39,915 INFO agent.tool_executor: tool read_file completed (0.12s, 10377 chars)
2026-07-14 08:11:39,964 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-172 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:12:02,561 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-172 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:12:02,564 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #36: model=default provider=custom in=96318 out=1109 total=97427 latency=22.6s cache=90624/96318 (94%)
2026-07-14 08:12:03,368 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.78s, 1799 chars)
2026-07-14 08:12:04,535 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool search_files completed (0.16s, 8606 chars)
2026-07-14 08:12:05,614 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool search_files completed (0.07s, 18 chars)
2026-07-14 08:12:05,656 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-178 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:12:19,715 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-178 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:12:19,716 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #37: model=default provider=custom in=99438 out=431 total=99869 latency=14.1s cache=94208/99438 (95%)
2026-07-14 08:12:19,832 INFO agent.tool_executor: tool search_files completed (0.10s, 18 chars)
2026-07-14 08:12:20,062 INFO agent.tool_executor: tool search_files completed (0.33s, 8076 chars)
2026-07-14 08:12:20,077 INFO agent.tool_executor: tool search_files completed (0.34s, 8310 chars)
2026-07-14 08:12:20,146 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-186 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:12:31,039 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-186 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:12:31,040 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #38: model=default provider=custom in=104566 out=574 total=105140 latency=10.9s cache=97280/104566 (93%)
2026-07-14 08:12:31,154 INFO agent.tool_executor: tool search_files completed (0.07s, 18 chars)
2026-07-14 08:12:31,261 INFO agent.tool_executor: tool search_files completed (0.18s, 7414 chars)
2026-07-14 08:12:31,386 INFO agent.tool_executor: tool search_files completed (0.31s, 11009 chars)
2026-07-14 08:12:31,459 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-193 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:12:38,638 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-193 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:12:38,640 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #39: model=default provider=custom in=110651 out=386 total=111037 latency=7.2s cache=102400/110651 (93%)
2026-07-14 08:12:38,750 INFO agent.tool_executor: tool search_files completed (0.08s, 18 chars)
2026-07-14 08:12:38,830 INFO agent.tool_executor: tool search_files completed (0.16s, 18 chars)
2026-07-14 08:12:38,832 INFO agent.tool_executor: tool search_files completed (0.17s, 104 chars)
2026-07-14 08:12:38,883 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-200 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:12:46,726 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-200 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:12:46,727 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #40: model=default provider=custom in=111108 out=383 total=111491 latency=7.9s cache=108544/111108 (98%)
2026-07-14 08:12:46,926 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool search_files completed (0.18s, 18 chars)
2026-07-14 08:12:48,031 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool search_files completed (0.10s, 18 chars)
2026-07-14 08:12:49,630 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.58s, 969 chars)
2026-07-14 08:12:49,681 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-207 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:12:56,236 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-207 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:12:56,238 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #41: model=default provider=custom in=111774 out=82 total=111856 latency=6.6s
2026-07-14 08:12:56,351 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool read_file completed (0.09s, 995 chars)
2026-07-14 08:12:56,395 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-212 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:13:06,533 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-212 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:13:06,534 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #42: model=default provider=custom in=112218 out=298 total=112516 latency=10.2s
2026-07-14 08:13:06,619 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool search_files completed (0.07s, 18 chars)
2026-07-14 08:13:07,788 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool search_files completed (0.16s, 6769 chars)
2026-07-14 08:13:38,903 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool terminal returned error (30.10s): {"output": "/usr/local/lib/hermes-agent/website/docs/reference/environment-variables.md:491:Three dashboard-auth providers ship in the box. For a remote Hermes Desktop connection or any internet-facin
2026-07-14 08:13:38,997 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-218 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:13:52,077 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-218 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:13:52,078 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #43: model=default provider=custom in=115385 out=304 total=115689 latency=13.1s cache=109568/115385 (95%)
2026-07-14 08:13:52,251 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool read_file completed (0.11s, 7263 chars)
2026-07-14 08:13:52,780 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (284 chars)
2026-07-14 08:13:53,281 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=interrupted_by_user model=default api_calls=13/60 budget=13/60 tool_turns=32 last_msg_role=assistant response_len=0 session=20260710_094439_1cb443b1
2026-07-14 08:13:53,602 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=113 msg='[NN Vo] bình thường tôi chỉ cần nhập vào terminal máy cá nhân của tôi ssh -L 911...'
2026-07-14 08:13:53,656 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-223 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:14:15,648 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-223 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:14:15,649 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #44: model=default provider=custom in=135449 out=1630 total=137079 latency=22.0s cache=3840/135449 (3%)
2026-07-14 08:14:15,873 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool patch completed (0.20s, 444 chars)
2026-07-14 08:14:15,880 INFO [20260710_094439_1cb443b1] agent.conversation_compression: context compression started: session=20260710_094439_1cb443b1 messages=116 tokens=~135,449 model=default focus=None
2026-07-14 08:14:15,903 INFO [20260710_094439_1cb443b1] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-14 08:14:33,503 INFO [20260710_094439_1cb443b1] agent.conversation_compression: context compression done: session=20260710_094439_1cb443b1 messages=116->113 rough_tokens=~65,516 awaiting_real_usage=true
2026-07-14 08:14:33,513 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260710_094439_1cb443b1)
2026-07-14 08:14:33,545 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-232 (_call):135524421441216 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:14:38,633 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-232 (_call):135524421441216 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:14:38,634 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #45: model=default provider=custom in=68950 out=368 total=69318 latency=5.1s
2026-07-14 08:14:41,441 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (2.78s, 97 chars)
2026-07-14 08:14:41,478 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-234 (_call):135524421441216 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:14:47,803 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-234 (_call):135524421441216 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:14:47,805 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #46: model=default provider=custom in=69261 out=259 total=69520 latency=6.3s cache=64851/69261 (94%)
2026-07-14 08:14:47,833 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.01s, 149 chars)
2026-07-14 08:14:47,867 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-235 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:14:49,876 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-235 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:14:49,877 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #47: model=default provider=custom in=69579 out=286 total=69865 latency=2.0s
2026-07-14 08:14:49,907 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/60 budget=4/60 tool_turns=34 last_msg_role=assistant response_len=254 session=20260710_094439_1cb443b1
2026-07-14 08:14:49,938 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=351.7s api_calls=4 response=254 chars
2026-07-14 08:14:49,970 INFO gateway.platforms.base: [Telegram] Sending response (254 chars) to -1003707758328
2026-07-14 08:15:26,445 WARNING hermes_cli.plugins: Plugin operate/handoff-task: unknown kind 'command' (valid: backend, exclusive, model-provider, platform, standalone); treating as 'standalone'
2026-07-14 08:15:26,548 INFO hermes_cli.plugins: Plugin 'browser-browser-use' registered browser provider: browser-use
2026-07-14 08:15:26,551 INFO hermes_cli.plugins: Plugin 'browser-browserbase' registered browser provider: browserbase
2026-07-14 08:15:26,552 INFO hermes_cli.plugins: Plugin 'browser-firecrawl' registered browser provider: firecrawl
2026-07-14 08:15:26,678 INFO hermes_cli.plugins: Plugin 'fal' registered image_gen provider: fal
2026-07-14 08:15:26,679 INFO hermes_cli.plugins: Plugin 'krea' registered image_gen provider: krea
2026-07-14 08:15:26,680 INFO hermes_cli.plugins: Plugin 'openai' registered image_gen provider: openai
2026-07-14 08:15:26,681 INFO hermes_cli.plugins: Plugin 'openai-codex' registered image_gen provider: openai-codex
2026-07-14 08:15:26,682 INFO hermes_cli.plugins: Plugin 'openrouter' registered image_gen provider: openrouter
2026-07-14 08:15:26,682 INFO hermes_cli.plugins: Plugin 'openrouter' registered image_gen provider: nous
2026-07-14 08:15:26,684 INFO hermes_cli.plugins: Plugin 'xai' registered image_gen provider: xai
2026-07-14 08:15:26,695 INFO hermes_cli.plugins: Plugin 'fal' registered video_gen provider: fal
2026-07-14 08:15:26,696 INFO hermes_cli.plugins: Plugin 'xai' registered video_gen provider: xai
2026-07-14 08:15:26,698 INFO hermes_cli.plugins: Plugin 'web-brave-free' registered web provider: brave-free
2026-07-14 08:15:26,699 INFO hermes_cli.plugins: Plugin 'web-ddgs' registered web provider: ddgs
2026-07-14 08:15:26,700 INFO hermes_cli.plugins: Plugin 'web-exa' registered web provider: exa
2026-07-14 08:15:26,703 INFO hermes_cli.plugins: Plugin 'web-firecrawl' registered web provider: firecrawl
2026-07-14 08:15:26,705 INFO hermes_cli.plugins: Plugin 'web-parallel' registered web provider: parallel
2026-07-14 08:15:26,707 INFO hermes_cli.plugins: Plugin 'web-searxng' registered web provider: searxng
2026-07-14 08:15:26,708 INFO hermes_cli.plugins: Plugin 'web-tavily' registered web provider: tavily
2026-07-14 08:15:26,710 INFO hermes_cli.plugins: Plugin 'web-xai' registered web provider: xai
2026-07-14 08:15:26,822 WARNING hermes_cli.plugins: Plugin 'ai-os' tried to register command '/handoff' which conflicts with a built-in command. Skipping.
2026-07-14 08:15:26,822 INFO hermes_cli.plugins: Plugin discovery complete: 53 found, 45 enabled
2026-07-14 08:15:27,308 INFO hermes_cli.web_server: Mounted plugin API routes: /api/plugins/hermes-achievements/
2026-07-14 08:15:27,450 INFO hermes_cli.web_server: Mounted plugin API routes: /api/plugins/kanban/
2026-07-14 08:15:36,735 INFO tui_gateway.ws: ws accepted peer=127.0.0.1:57000
2026-07-14 08:15:37,152 INFO run_agent: Loaded environment variables from /root/.hermes/.env
2026-07-14 08:15:38,198 INFO hermes_cli.web_server: pty accepted peer=127.0.0.1 mode=loopback cred=token
2026-07-14 08:15:39,792 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=Thread-9 (_build):124940263093952 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:15:39,806 WARNING tools.registry: check_fn _browser_cdp_check returned False; dependent tools will be unavailable this turn
2026-07-14 08:15:39,813 WARNING tools.registry: check_fn _browser_dialog_check returned False; dependent tools will be unavailable this turn
2026-07-14 08:15:39,842 WARNING tools.registry: check_fn check_close_terminal_requirements returned False; dependent tools will be unavailable this turn
2026-07-14 08:15:39,845 WARNING tools.registry: check_fn check_computer_use_requirements returned False; dependent tools will be unavailable this turn
2026-07-14 08:15:39,887 WARNING tools.registry: check_fn check_image_generation_requirements returned False; dependent tools will be unavailable this turn
2026-07-14 08:15:39,888 WARNING tools.registry: check_fn _check_kanban_mode returned False; dependent tools will be unavailable this turn
2026-07-14 08:15:39,890 WARNING tools.registry: check_fn _check_kanban_orchestrator_mode returned False; dependent tools will be unavailable this turn
2026-07-14 08:15:39,890 WARNING tools.registry: check_fn check_read_terminal_requirements returned False; dependent tools will be unavailable this turn
2026-07-14 08:15:39,942 WARNING tools.registry: check_fn check_web_api_key returned False; dependent tools will be unavailable this turn
2026-07-14 08:15:40,153 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 08:15:49,357 INFO tui_gateway.ws: ws accepted peer=127.0.0.1:39034
2026-07-14 08:15:49,623 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=Thread-15 (_build):124939860440768 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:15:49,713 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 08:18:33,673 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (1030 chars)
2026-07-14 08:18:33,700 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='Tốt đã vào được. Bây giờ quay lại phần thiết lập đa tầng cho phòng IT dùng mô hì' reply_to_id=18 reply_to_text=''
2026-07-14 08:18:33,887 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 08:18:33,992 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=118 msg='[NN Vo] Tốt đã vào được. Bây giờ quay lại phần thiết lập đa tầng cho phòng IT dù...'
2026-07-14 08:18:34,052 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260710_094439_1cb443b1)
2026-07-14 08:18:34,088 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-236 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:19:11,367 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-236 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:19:11,367 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #48: model=default provider=custom in=69406 out=1608 total=71014 latency=37.3s
2026-07-14 08:19:11,700 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool patch completed (0.27s, 1625 chars)
2026-07-14 08:19:11,741 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-245 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:19:18,123 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-245 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:19:18,125 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #49: model=default provider=custom in=71704 out=1023 total=72727 latency=6.4s
2026-07-14 08:19:18,361 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool patch completed (0.21s, 1860 chars)
2026-07-14 08:19:18,412 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-254 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:19:37,879 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-254 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:19:37,880 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #50: model=default provider=custom in=72239 out=312 total=72551 latency=19.5s
2026-07-14 08:19:39,079 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool terminal returned error (1.18s): {"output": "usage: hermes [-h] [--version] [-z PROMPT] [--usage-file PATH] [-m MODEL]\n              [--provider PROVIDER] [-t TOOLSETS] [--resume SESSION]\n              [--continue [SESSION_NAME]] [
2026-07-14 08:19:39,125 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-256 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:19:40,507 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-256 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:19:40,508 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #51: model=default provider=custom in=72846 out=94 total=72940 latency=1.4s cache=64863/72846 (89%)
2026-07-14 08:19:41,104 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.58s, 5264 chars)
2026-07-14 08:19:41,147 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-258 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:19:42,641 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-258 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:19:42,642 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #52: model=default provider=custom in=74050 out=169 total=74219 latency=1.5s cache=68924/74050 (93%)
2026-07-14 08:19:43,434 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.78s, 2332 chars)
2026-07-14 08:19:43,472 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-260 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:21:03,569 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-260 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:21:03,573 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #53: model=default provider=custom in=75056 out=376 total=75432 latency=80.1s cache=68928/75056 (92%)
2026-07-14 08:21:04,189 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.58s, 3810 chars)
2026-07-14 08:21:04,225 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-262 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:21:22,333 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-262 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:21:22,334 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #54: model=default provider=custom in=76258 out=468 total=76726 latency=18.1s cache=68933/76258 (90%)
2026-07-14 08:21:23,134 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.78s, 88 chars)
2026-07-14 08:21:23,172 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-264 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:21:25,970 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-264 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:21:25,971 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #55: model=default provider=custom in=76770 out=1256 total=78026 latency=2.8s cache=68933/76770 (90%)
2026-07-14 08:21:26,567 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.58s, 87 chars)
2026-07-14 08:21:28,365 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.78s, 87 chars)
2026-07-14 08:21:30,154 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.78s, 87 chars)
2026-07-14 08:21:30,185 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-268 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:21:50,695 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-268 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:21:50,696 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #56: model=default provider=custom in=78152 out=260 total=78412 latency=20.5s cache=20272/78152 (26%)
2026-07-14 08:21:51,290 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.58s, 787 chars)
2026-07-14 08:21:51,332 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-270 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:22:00,503 INFO gateway.run: kanban dispatcher [nv-office]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-14 08:22:16,814 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-270 (_call):135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:22:16,817 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #57: model=default provider=custom in=78723 out=691 total=79414 latency=25.5s
2026-07-14 08:22:16,929 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_0:135524911138496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:22:17,051 WARNING [20260710_094439_1cb443b1] tools.registry: check_fn _browser_cdp_check returned False; dependent tools will be unavailable this turn
2026-07-14 08:22:17,109 WARNING [20260710_094439_1cb443b1] tools.registry: check_fn _browser_dialog_check returned False; dependent tools will be unavailable this turn
2026-07-14 08:22:17,190 WARNING [20260710_094439_1cb443b1] tools.registry: check_fn check_close_terminal_requirements returned False; dependent tools will be unavailable this turn
2026-07-14 08:22:17,191 WARNING [20260710_094439_1cb443b1] tools.registry: check_fn check_computer_use_requirements returned False; dependent tools will be unavailable this turn
2026-07-14 08:22:17,313 WARNING [20260710_094439_1cb443b1] tools.registry: check_fn check_image_generation_requirements returned False; dependent tools will be unavailable this turn
2026-07-14 08:22:17,322 WARNING [20260710_094439_1cb443b1] tools.registry: check_fn _check_kanban_mode returned False; dependent tools will be unavailable this turn
2026-07-14 08:22:17,325 WARNING [20260710_094439_1cb443b1] tools.registry: check_fn _check_kanban_orchestrator_mode returned False; dependent tools will be unavailable this turn
2026-07-14 08:22:17,326 WARNING [20260710_094439_1cb443b1] tools.registry: check_fn check_read_terminal_requirements returned False; dependent tools will be unavailable this turn
2026-07-14 08:22:17,551 WARNING [20260710_094439_1cb443b1] tools.registry: check_fn check_web_api_key returned False; dependent tools will be unavailable this turn
2026-07-14 08:22:17,677 INFO [20260710_094439_1cb443b1] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 08:22:17,768 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_0:135524911138496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:22:17,852 INFO [20260710_094439_1cb443b1] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 08:22:17,942 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_0:135524911138496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:22:18,030 INFO [20260710_094439_1cb443b1] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 08:22:18,070 INFO [20260710_094439_1cb443b1] tools.async_delegation: Dispatched async delegation batch deleg_0a433da9 (3 task(s), session_key=agent:main:telegram:group:-1003707758328:18)
2026-07-14 08:22:18,071 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool delegate_task completed (1.22s, 589 chars)
2026-07-14 08:22:18,105 INFO [20260714_082217_6dac0c] agent.turn_context: conversation turn: session=20260714_082217_6dac0c model=default provider=custom platform=subagent history=0 msg='Thực thi task t_ae5db2e6: Thiết lập logic chạy song song cho worker it-ai'
2026-07-14 08:22:18,114 INFO [20260714_082217_38bf46] agent.turn_context: conversation turn: session=20260714_082217_38bf46 model=default provider=custom platform=subagent history=0 msg='Thực thi task t_05d54796: Clone và đồng bộ 2 chiều repo nhi-nhi-vietveda'
2026-07-14 08:22:18,123 INFO [20260714_082217_f4b163] agent.turn_context: conversation turn: session=20260714_082217_f4b163 model=default provider=custom platform=subagent history=0 msg='Thực thi task t_35541d88: Finalize và đồng bộ Monorepo ceo-ai-os'
2026-07-14 08:22:18,184 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-274 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:22:18,522 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-275 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:22:18,529 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-276 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:22:18,556 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-277 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:22:29,183 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-276 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:22:29,184 INFO [20260714_082217_6dac0c] agent.conversation_loop: API call #1: model=default provider=custom in=12472 out=195 total=12667 latency=10.7s cache=9728/12472 (78%)
2026-07-14 08:22:29,494 INFO agent.tool_executor: tool skill_view completed (0.29s, 57480 chars)
2026-07-14 08:22:29,501 INFO agent.tool_executor: tool skill_view completed (0.29s, 53667 chars)
2026-07-14 08:22:29,637 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-278 (_call):135523356092096 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:22:29,802 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-277 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:22:29,803 INFO [20260714_082217_f4b163] agent.conversation_loop: API call #1: model=default provider=custom in=12467 out=275 total=12742 latency=11.3s
2026-07-14 08:22:30,054 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-275 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:22:30,057 INFO [20260714_082217_38bf46] agent.conversation_loop: API call #1: model=default provider=custom in=12482 out=221 total=12703 latency=11.6s
2026-07-14 08:22:30,081 INFO agent.tool_executor: tool skills_list completed (0.25s, 2018 chars)
2026-07-14 08:22:30,378 INFO agent.tool_executor: tool skill_view completed (0.55s, 15680 chars)
2026-07-14 08:22:30,570 INFO agent.tool_executor: tool skill_view completed (0.74s, 11741 chars)
2026-07-14 08:22:30,706 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-279 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:22:30,728 INFO agent.tool_executor: tool skill_view completed (0.61s, 57480 chars)
2026-07-14 08:22:30,743 INFO agent.tool_executor: tool skill_view completed (0.64s, 15680 chars)
2026-07-14 08:22:30,753 INFO agent.tool_executor: tool skill_view completed (0.64s, 8955 chars)
2026-07-14 08:22:30,845 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-280 (_call):135522861184704 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:22:33,823 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-279 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:22:33,826 INFO [20260714_082217_f4b163] agent.conversation_loop: API call #2: model=default provider=custom in=21511 out=98 total=21609 latency=3.2s cache=10240/21511 (48%)
2026-07-14 08:22:33,909 INFO [20260714_082217_f4b163] agent.tool_executor: tool skill_view completed (0.07s, 57480 chars)
2026-07-14 08:22:33,948 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-281 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:22:34,446 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-278 (_call):135523356092096 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:22:34,447 INFO [20260714_082217_6dac0c] agent.conversation_loop: API call #2: model=default provider=custom in=41161 out=214 total=41375 latency=4.8s cache=10240/41161 (25%)
2026-07-14 08:22:34,708 INFO agent.tool_executor: tool search_files completed (0.24s, 4033 chars)
2026-07-14 08:22:35,069 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-274 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:22:35,072 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #58: model=default provider=custom in=79608 out=200 total=79808 latency=17.0s cache=72983/79608 (92%)
2026-07-14 08:22:35,096 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=11/60 budget=11/60 tool_turns=44 last_msg_role=assistant response_len=621 session=20260710_094439_1cb443b1
2026-07-14 08:22:35,122 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=241.4s api_calls=11 response=621 chars
2026-07-14 08:22:35,175 INFO gateway.platforms.base: [Telegram] Sending response (621 chars) to -1003707758328
2026-07-14 08:22:35,179 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:22:35,268 INFO agent.tool_executor: tool search_files completed (0.80s, 105 chars)
2026-07-14 08:22:35,288 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 08:22:35,312 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=141 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 08:22:35,322 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-286 (_call):135523356092096 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:22:35,376 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-287 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:22:37,265 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-280 (_call):135522861184704 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:22:37,267 INFO [20260714_082217_38bf46] agent.conversation_loop: API call #2: model=default provider=custom in=34769 out=300 total=35069 latency=6.4s cache=9728/34769 (28%)
2026-07-14 08:22:37,877 INFO [20260714_082217_38bf46] agent.tool_executor: tool terminal completed (0.58s, 169 chars)
2026-07-14 08:22:39,018 INFO [20260714_082217_38bf46] agent.tool_executor: tool search_files completed (0.13s, 18 chars)
2026-07-14 08:22:39,047 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-292 (_call):135522861184704 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:22:41,119 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-281 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:22:41,120 INFO [20260714_082217_f4b163] agent.conversation_loop: API call #3: model=default provider=custom in=36372 out=375 total=36747 latency=7.2s cache=18944/36372 (52%)
2026-07-14 08:22:41,318 INFO [20260714_082217_f4b163] agent.tool_executor: tool terminal completed (0.17s, 721 chars)
2026-07-14 08:22:42,648 INFO [20260714_082217_f4b163] agent.tool_executor: tool search_files completed (0.32s, 18308 chars)
2026-07-14 08:22:43,780 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-286 (_call):135523356092096 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:22:43,781 INFO [20260714_082217_6dac0c] agent.conversation_loop: API call #3: model=default provider=custom in=42664 out=327 total=42991 latency=8.5s cache=38912/42664 (91%)
2026-07-14 08:22:43,907 INFO agent.tool_executor: tool read_file completed (0.11s, 1978 chars)
2026-07-14 08:22:43,909 INFO agent.tool_executor: tool search_files completed (0.11s, 18 chars)
2026-07-14 08:22:43,932 INFO agent.tool_executor: tool read_file completed (0.14s, 15159 chars)
2026-07-14 08:22:43,989 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-308 (_call):135523356092096 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:22:45,202 INFO [20260714_082217_f4b163] agent.tool_executor: tool search_files completed (1.54s, 16201 chars)
2026-07-14 08:22:45,237 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-309 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:22:47,098 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-292 (_call):135522861184704 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:22:47,099 INFO [20260714_082217_38bf46] agent.conversation_loop: API call #3: model=default provider=custom in=35025 out=460 total=35485 latency=8.1s cache=32256/35025 (92%)
2026-07-14 08:22:49,186 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-287 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:22:49,187 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1: model=default provider=custom in=72545 out=765 total=73310 latency=13.8s
2026-07-14 08:22:49,200 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.01s): {"success": false, "error": "Refusing background curator write_file for bundled skill 'hermes-agent'."}
2026-07-14 08:22:50,276 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.07s, 53667 chars)
2026-07-14 08:22:50,317 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-311 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:22:51,249 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-308 (_call):135523356092096 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:22:51,250 INFO [20260714_082217_6dac0c] agent.conversation_loop: API call #4: model=default provider=custom in=47914 out=323 total=48237 latency=7.3s cache=40448/47914 (84%)
2026-07-14 08:22:51,458 INFO agent.tool_executor: tool search_files completed (0.17s, 18 chars)
2026-07-14 08:22:51,549 INFO agent.tool_executor: tool search_files completed (0.25s, 7290 chars)
2026-07-14 08:22:51,552 INFO agent.tool_executor: tool search_files completed (0.26s, 18 chars)
2026-07-14 08:22:51,607 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-319 (_call):135523356092096 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:22:52,314 INFO [20260714_082217_38bf46] agent.tool_executor: tool terminal completed (5.19s, 103 chars)
2026-07-14 08:22:53,715 INFO [20260714_082217_38bf46] agent.tool_executor: tool terminal completed (0.39s, 362 chars)
2026-07-14 08:22:53,741 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-321 (_call):135522861184704 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:22:58,568 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-309 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:22:58,569 INFO [20260714_082217_f4b163] agent.conversation_loop: API call #4: model=default provider=custom in=49657 out=561 total=50218 latency=13.3s
2026-07-14 08:22:58,636 INFO [20260714_082217_f4b163] agent.tool_executor: tool terminal completed (0.05s, 310 chars)
2026-07-14 08:22:59,243 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-319 (_call):135523356092096 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:22:59,244 INFO [20260714_082217_6dac0c] agent.conversation_loop: API call #5: model=default provider=custom in=55525 out=595 total=56120 latency=7.7s cache=1152/55525 (2%)
2026-07-14 08:22:59,915 INFO [20260714_082217_f4b163] agent.tool_executor: tool terminal completed (0.27s, 45 chars)
2026-07-14 08:23:00,248 INFO [20260714_082217_6dac0c] agent.tool_executor: tool terminal completed (0.99s, 1642 chars)
2026-07-14 08:23:00,383 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-311 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:23:00,389 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #2: model=default provider=custom in=86820 out=216 total=87036 latency=10.1s
2026-07-14 08:23:00,469 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.07s, 10467 chars)
2026-07-14 08:23:00,514 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-325 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:23:00,771 INFO gateway.run: kanban dispatcher [nv-office]: spawned=3 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-14 08:23:01,010 INFO [20260714_082217_f4b163] agent.tool_executor: tool terminal completed (0.08s, 45 chars)
2026-07-14 08:23:02,199 INFO [20260714_082217_f4b163] agent.tool_executor: tool terminal completed (0.18s, 1235 chars)
2026-07-14 08:23:02,251 INFO [20260714_082217_6dac0c] agent.tool_executor: tool terminal completed (0.98s, 747 chars)
2026-07-14 08:23:02,280 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-329 (_call):135523356092096 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:23:03,857 WARNING hermes_cli.plugins: Plugin operate/handoff-task: unknown kind 'command' (valid: backend, exclusive, model-provider, platform, standalone); treating as 'standalone'
2026-07-14 08:23:03,974 INFO hermes_cli.plugins: Plugin 'browser-browser-use' registered browser provider: browser-use
2026-07-14 08:23:03,976 INFO hermes_cli.plugins: Plugin 'browser-browserbase' registered browser provider: browserbase
2026-07-14 08:23:03,984 INFO hermes_cli.plugins: Plugin 'browser-firecrawl' registered browser provider: firecrawl
2026-07-14 08:23:04,230 INFO hermes_cli.plugins: Plugin 'fal' registered image_gen provider: fal
2026-07-14 08:23:04,231 INFO hermes_cli.plugins: Plugin 'krea' registered image_gen provider: krea
2026-07-14 08:23:04,232 INFO hermes_cli.plugins: Plugin 'openai' registered image_gen provider: openai
2026-07-14 08:23:04,232 INFO hermes_cli.plugins: Plugin 'openai-codex' registered image_gen provider: openai-codex
2026-07-14 08:23:04,233 INFO hermes_cli.plugins: Plugin 'openrouter' registered image_gen provider: openrouter
2026-07-14 08:23:04,233 INFO hermes_cli.plugins: Plugin 'openrouter' registered image_gen provider: nous
2026-07-14 08:23:04,234 INFO hermes_cli.plugins: Plugin 'xai' registered image_gen provider: xai
2026-07-14 08:23:04,244 INFO hermes_cli.plugins: Plugin 'fal' registered video_gen provider: fal
2026-07-14 08:23:04,245 INFO hermes_cli.plugins: Plugin 'xai' registered video_gen provider: xai
2026-07-14 08:23:04,247 INFO hermes_cli.plugins: Plugin 'web-brave-free' registered web provider: brave-free
2026-07-14 08:23:04,248 INFO hermes_cli.plugins: Plugin 'web-ddgs' registered web provider: ddgs
2026-07-14 08:23:04,248 INFO hermes_cli.plugins: Plugin 'web-exa' registered web provider: exa
2026-07-14 08:23:04,250 INFO hermes_cli.plugins: Plugin 'web-firecrawl' registered web provider: firecrawl
2026-07-14 08:23:04,251 INFO hermes_cli.plugins: Plugin 'web-parallel' registered web provider: parallel
2026-07-14 08:23:04,252 INFO hermes_cli.plugins: Plugin 'web-searxng' registered web provider: searxng
2026-07-14 08:23:04,253 INFO hermes_cli.plugins: Plugin 'web-tavily' registered web provider: tavily
2026-07-14 08:23:04,254 INFO hermes_cli.plugins: Plugin 'web-xai' registered web provider: xai
2026-07-14 08:23:04,378 WARNING hermes_cli.plugins: Plugin 'ai-os' tried to register command '/handoff' which conflicts with a built-in command. Skipping.
2026-07-14 08:23:04,380 INFO hermes_cli.plugins: Plugin discovery complete: 53 found, 45 enabled
2026-07-14 08:23:04,413 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-329 (_call):135523356092096 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:23:04,414 INFO [20260714_082217_f4b163] agent.conversation_loop: API call #5: model=default provider=custom in=58249 out=376 total=58625 latency=2.2s
2026-07-14 08:23:04,852 INFO [20260714_082217_6dac0c] agent.tool_executor: tool terminal completed (1.58s, 1156 chars)
2026-07-14 08:23:04,909 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-332 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:23:06,429 INFO [20260714_082217_f4b163] agent.tool_executor: tool terminal completed (1.99s, 1041 chars)
2026-07-14 08:23:06,463 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-333 (_call):135523356092096 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:23:07,716 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-333 (_call):135523356092096 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:23:07,717 INFO [20260714_082217_f4b163] agent.conversation_loop: API call #6: model=default provider=custom in=56658 out=85 total=56743 latency=1.3s
2026-07-14 08:23:07,721 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-332 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:23:07,722 INFO [20260714_082217_6dac0c] agent.conversation_loop: API call #6: model=default provider=custom in=54569 out=132 total=54701 latency=2.8s
2026-07-14 08:23:07,820 INFO [20260714_082217_f4b163] agent.tool_executor: tool terminal completed (0.08s, 343 chars)
2026-07-14 08:23:07,852 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-337 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:23:08,825 INFO [20260714_082217_6dac0c] agent.tool_executor: tool search_files completed (1.07s, 10749 chars)
2026-07-14 08:23:08,856 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-338 (_call):135523356092096 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:23:09,469 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-337 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:23:09,470 INFO [20260714_082217_f4b163] agent.conversation_loop: API call #7: model=default provider=custom in=56876 out=121 total=56997 latency=1.6s
2026-07-14 08:23:09,901 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-325 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:23:09,905 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #3: model=default provider=custom in=98817 out=800 total=99617 latency=9.4s
2026-07-14 08:23:09,975 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.06s, 57480 chars)
2026-07-14 08:23:10,010 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-340 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:23:11,077 INFO [20260714_082217_f4b163] agent.tool_executor: tool terminal completed (1.59s, 390 chars)
2026-07-14 08:23:11,107 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-341 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:23:11,789 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-321 (_call):135522861184704 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:23:11,790 INFO [20260714_082217_38bf46] agent.conversation_loop: API call #4: model=default provider=custom in=39048 out=3742 total=42790 latency=18.1s
2026-07-14 08:23:11,831 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-342 (_call):135522861184704 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:23:12,143 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-341 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:23:12,144 INFO [20260714_082217_f4b163] agent.conversation_loop: API call #8: model=default provider=custom in=57165 out=62 total=57227 latency=1.1s cache=53015/57165 (93%)
2026-07-14 08:23:12,239 INFO [20260714_082217_f4b163] agent.tool_executor: tool terminal completed (0.08s, 220 chars)
2026-07-14 08:23:12,269 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-344 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:23:14,390 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-338 (_call):135523356092096 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:23:14,391 INFO [20260714_082217_6dac0c] agent.conversation_loop: API call #7: model=default provider=custom in=58607 out=395 total=59002 latency=5.5s
2026-07-14 08:23:14,537 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-340 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:23:14,538 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #4: model=default provider=custom in=113456 out=1413 total=114869 latency=4.5s
2026-07-14 08:23:14,565 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.02s): {"success": false, "error": "Refusing background curator write_file for skill 'hermes-kanban': the current references/multi-dashboard-sync.md content has not been loaded in this review turn. Call skil
2026-07-14 08:23:14,605 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-346 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:23:15,598 INFO [20260714_082217_6dac0c] agent.tool_executor: tool terminal completed (1.19s, 1048 chars)
2026-07-14 08:23:16,669 INFO [20260714_082217_6dac0c] agent.tool_executor: tool terminal completed (0.04s, 207 chars)
2026-07-14 08:23:16,716 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-348 (_call):135523356092096 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:23:22,535 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-346 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:23:22,536 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #5: model=default provider=custom in=105780 out=109 total=105889 latency=7.9s cache=70144/105780 (66%)
2026-07-14 08:23:22,603 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.06s, 2335 chars)
2026-07-14 08:23:22,645 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-349 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:23:26,032 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-342 (_call):135522861184704 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:23:26,033 INFO [20260714_082217_38bf46] agent.conversation_loop: API call #5: model=default provider=custom in=36084 out=318 total=36402 latency=14.2s cache=32768/36084 (91%)
2026-07-14 08:23:26,200 INFO [20260714_082217_38bf46] agent.tool_executor: tool terminal completed (0.12s, 182 chars)
2026-07-14 08:23:27,228 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-348 (_call):135523356092096 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:23:27,229 INFO [20260714_082217_6dac0c] agent.conversation_loop: API call #8: model=default provider=custom in=55644 out=325 total=55969 latency=10.5s
2026-07-14 08:23:27,324 INFO [20260714_082217_38bf46] agent.tool_executor: tool read_file completed (0.12s, 125 chars)
2026-07-14 08:23:27,364 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-362 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:23:27,381 INFO agent.tool_executor: tool search_files completed (0.13s, 18 chars)
2026-07-14 08:23:27,382 INFO agent.tool_executor: tool read_file completed (0.13s, 284 chars)
2026-07-14 08:23:27,499 INFO agent.tool_executor: tool search_files completed (0.25s, 18 chars)
2026-07-14 08:23:27,549 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-365 (_call):135522861184704 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:23:33,324 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-365 (_call):135522861184704 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:23:33,326 INFO [20260714_082217_6dac0c] agent.conversation_loop: API call #9: model=default provider=custom in=56055 out=254 total=56309 latency=5.8s cache=53248/56055 (95%)
2026-07-14 08:23:34,129 INFO [20260714_082217_6dac0c] agent.tool_executor: tool terminal completed (0.78s, 305 chars)
2026-07-14 08:23:35,149 WARNING [20260714_082217_6dac0c] agent.tool_executor: Tool read_file returned error (0.00s): {"error": "Access denied: /root/.hermes/profiles/it-ai/.env is a secret-bearing environment file and cannot be read to prevent credential leakage. If you need to check the file structure, read .env.ex
2026-07-14 08:23:36,207 WARNING [20260714_082217_6dac0c] agent.tool_executor: Tool read_file returned error (0.05s): {"content": "", "total_lines": 0, "file_size": 0, "truncated": false, "is_binary": false, "is_image": false, "error": "File not found: /root/.hermes/profiles/it-ai/description.txt"}
2026-07-14 08:23:36,262 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-369 (_call):135522861184704 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:23:43,750 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-362 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:23:43,752 INFO [20260714_082217_38bf46] agent.conversation_loop: API call #6: model=default provider=custom in=36386 out=828 total=37214 latency=16.4s
2026-07-14 08:23:43,771 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-369 (_call):135522861184704 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:23:43,772 INFO [20260714_082217_6dac0c] agent.conversation_loop: API call #10: model=default provider=custom in=56469 out=309 total=56778 latency=7.5s
2026-07-14 08:23:43,863 INFO [20260714_082217_38bf46] agent.tool_executor: tool terminal completed (0.09s, 476 chars)
2026-07-14 08:23:44,593 INFO [20260714_082217_6dac0c] agent.tool_executor: tool terminal completed (0.78s, 167 chars)
2026-07-14 08:23:44,951 INFO agent.lsp.install: [install] npm install --prefix /root/.hermes/lsp bash-language-server
2026-07-14 08:23:47,114 INFO [20260714_082217_6dac0c] agent.tool_executor: tool search_files completed (1.51s, 18 chars)
2026-07-14 08:23:48,315 INFO [20260714_082217_6dac0c] agent.tool_executor: tool search_files completed (0.19s, 199 chars)
2026-07-14 08:23:48,381 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-380 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:23:50,951 WARNING agent.lsp.servers: bash-language-server: shellcheck not found on PATH — diagnostics will be empty until shellcheck is installed (apt: shellcheck, brew: shellcheck, scoop: shellcheck).
2026-07-14 08:23:51,123 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (74 chars)
2026-07-14 08:23:51,137 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='vậy còn các task t_34f56e84 t_bd637652 t_0f8d0077 để làm gì? archive đc ko' reply_to_id=18 reply_to_text=''
2026-07-14 08:23:51,341 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 08:23:51,450 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=142 msg='[NN Vo] vậy còn các task t_34f56e84 t_bd637652 t_0f8d0077 để làm gì? archive đc ...'
2026-07-14 08:23:51,466 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260710_094439_1cb443b1)
2026-07-14 08:23:51,518 INFO hermes.lint.lsp: lsp[bash-language-server] active for /opt/ai-os/products/ceo
2026-07-14 08:23:51,548 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-381 (_call):135523356092096 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:23:52,236 INFO [20260714_082217_38bf46] agent.tool_executor: tool write_file completed (7.36s, 262 chars)
2026-07-14 08:23:52,282 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-386 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:23:52,896 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-380 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:23:52,897 INFO [20260714_082217_6dac0c] agent.conversation_loop: API call #11: model=default provider=custom in=65305 out=770 total=66075 latency=4.5s
2026-07-14 08:23:53,019 INFO [20260714_082217_6dac0c] agent.tool_executor: tool read_file completed (0.10s, 400 chars)
2026-07-14 08:23:53,204 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-386 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:23:53,204 INFO [20260714_082217_38bf46] agent.conversation_loop: API call #7: model=default provider=custom in=39247 out=83 total=39330 latency=0.9s
2026-07-14 08:23:53,275 INFO [20260714_082217_38bf46] agent.tool_executor: tool terminal completed (0.05s, 291 chars)
2026-07-14 08:23:53,307 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-392 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:23:53,680 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-381 (_call):135523356092096 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:23:53,681 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #59: model=default provider=custom in=79854 out=840 total=80694 latency=2.2s cache=72978/79854 (91%)
2026-07-14 08:23:54,060 INFO [20260714_082217_6dac0c] agent.tool_executor: tool terminal completed (0.03s, 102 chars)
2026-07-14 08:23:54,485 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.78s, 106 chars)
2026-07-14 08:23:54,526 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-395 (_call):135523356092096 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:23:55,092 WARNING [20260714_082217_6dac0c] agent.tool_executor: Tool terminal returned error (0.02s): {"output": "ls: cannot access '/etc/s6-overlay/s6-rc.d/': No such file or directory", "exit_code": 1, "error": null, "exit_code_meaning": "No matches found (not an error)"}
2026-07-14 08:23:55,127 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-397 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:23:56,672 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-397 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:23:56,672 INFO [20260714_082217_6dac0c] agent.conversation_loop: API call #12: model=default provider=custom in=61056 out=172 total=61228 latency=1.6s
2026-07-14 08:23:56,777 INFO [20260714_082217_6dac0c] agent.tool_executor: tool terminal completed (0.08s, 2671 chars)
2026-07-14 08:23:56,810 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-399 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:23:59,812 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-395 (_call):135523356092096 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:23:59,813 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #60: model=default provider=custom in=80000 out=259 total=80259 latency=5.3s cache=72902/80000 (91%)
2026-07-14 08:23:59,845 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=45 last_msg_role=assistant response_len=700 session=20260710_094439_1cb443b1
2026-07-14 08:23:59,889 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=8.8s api_calls=2 response=700 chars
2026-07-14 08:23:59,935 INFO gateway.platforms.base: [Telegram] Sending response (700 chars) to -1003707758328
2026-07-14 08:24:00,532 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-349 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:24:00,533 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #6: model=default provider=custom in=106499 out=2100 total=108599 latency=37.9s cache=103424/106499 (97%)
2026-07-14 08:24:00,571 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.03s, 209 chars)
2026-07-14 08:24:00,629 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-400 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:24:09,024 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-392 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:24:09,025 INFO [20260714_082217_38bf46] agent.conversation_loop: API call #8: model=default provider=custom in=39421 out=103 total=39524 latency=15.7s cache=32536/39421 (83%)
2026-07-14 08:24:11,232 INFO [20260714_082217_38bf46] agent.tool_executor: tool terminal completed (2.19s, 516 chars)
2026-07-14 08:24:11,278 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-402 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:24:13,865 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-399 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:24:13,866 INFO [20260714_082217_6dac0c] agent.conversation_loop: API call #13: model=default provider=custom in=58434 out=411 total=58845 latency=17.1s
2026-07-14 08:24:13,917 INFO agent.tool_executor: tool read_file completed (0.00s, 286 chars)
2026-07-14 08:24:14,047 INFO agent.tool_executor: tool read_file completed (0.14s, 10949 chars)
2026-07-14 08:24:14,058 INFO agent.tool_executor: tool search_files completed (0.14s, 324 chars)
2026-07-14 08:24:14,240 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-409 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:24:19,270 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-402 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:24:19,271 INFO [20260714_082217_38bf46] agent.conversation_loop: API call #9: model=default provider=custom in=37388 out=444 total=37832 latency=8.0s
2026-07-14 08:24:19,292 INFO [20260714_082217_38bf46] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=9/50 budget=9/50 tool_turns=8 last_msg_role=assistant response_len=900 session=20260714_082217_38bf46
2026-07-14 08:24:19,301 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=ThreadPoolExecutor-10_2:135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:24:25,363 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-409 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:24:25,364 INFO [20260714_082217_6dac0c] agent.conversation_loop: API call #14: model=default provider=custom in=62339 out=417 total=62756 latency=11.1s cache=56320/62339 (90%)
2026-07-14 08:24:25,583 INFO agent.tool_executor: tool search_files completed (0.19s, 324 chars)
2026-07-14 08:24:25,673 INFO agent.tool_executor: tool search_files completed (0.28s, 6559 chars)
2026-07-14 08:24:26,258 INFO agent.tool_executor: tool search_files completed (0.86s, 3457 chars)
2026-07-14 08:24:26,301 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-416 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:24:32,265 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-416 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:24:32,266 INFO [20260714_082217_6dac0c] agent.conversation_loop: API call #15: model=default provider=custom in=65501 out=297 total=65798 latency=6.0s cache=59904/65501 (91%)
2026-07-14 08:24:32,402 INFO [20260714_082217_6dac0c] agent.tool_executor: tool read_file completed (0.11s, 8343 chars)
2026-07-14 08:24:33,487 INFO [20260714_082217_6dac0c] agent.tool_executor: tool read_file completed (0.07s, 7687 chars)
2026-07-14 08:24:34,567 INFO [20260714_082217_6dac0c] agent.tool_executor: tool search_files completed (0.07s, 1556 chars)
2026-07-14 08:24:34,600 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-427 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:24:36,288 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-344 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:24:36,289 INFO [20260714_082217_f4b163] agent.conversation_loop: API call #9: model=default provider=custom in=51609 out=458 total=52067 latency=84.0s
2026-07-14 08:24:36,383 INFO agent.tool_executor: tool search_files completed (0.07s, 79 chars)
2026-07-14 08:24:36,395 INFO agent.tool_executor: tool search_files completed (0.08s, 18 chars)
2026-07-14 08:24:36,531 INFO agent.tool_executor: tool search_files completed (0.22s, 16824 chars)
2026-07-14 08:24:36,572 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-434 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:24:46,899 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-427 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:24:46,901 INFO [20260714_082217_6dac0c] agent.conversation_loop: API call #16: model=default provider=custom in=70576 out=723 total=71299 latency=12.3s cache=62976/70576 (89%)
2026-07-14 08:24:46,985 INFO agent.tool_executor: tool search_files completed (0.06s, 18 chars)
2026-07-14 08:24:47,067 INFO agent.tool_executor: tool search_files completed (0.14s, 18 chars)
2026-07-14 08:24:47,156 INFO agent.tool_executor: tool search_files completed (0.23s, 4128 chars)
2026-07-14 08:24:47,210 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-441 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:24:50,589 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-434 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:24:50,591 INFO [20260714_082217_f4b163] agent.conversation_loop: API call #10: model=default provider=custom in=57365 out=642 total=58007 latency=14.0s cache=49152/57365 (86%)
2026-07-14 08:24:51,736 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-441 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:24:51,737 INFO [20260714_082217_6dac0c] agent.conversation_loop: API call #17: model=default provider=custom in=72020 out=122 total=72142 latency=4.5s cache=54272/72020 (75%)
2026-07-14 08:24:51,868 INFO [20260714_082217_6dac0c] agent.tool_executor: tool read_file completed (0.11s, 7071 chars)
2026-07-14 08:24:52,589 INFO [20260714_082217_f4b163] agent.tool_executor: tool terminal completed (1.98s, 1882 chars)
2026-07-14 08:24:52,624 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-447 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:24:52,979 INFO [20260714_082217_6dac0c] agent.tool_executor: tool read_file completed (0.10s, 5411 chars)
2026-07-14 08:24:54,109 INFO [20260714_082217_6dac0c] agent.tool_executor: tool read_file completed (0.12s, 3431 chars)
2026-07-14 08:24:54,148 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-456 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:24:59,772 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-447 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:24:59,774 INFO [20260714_082217_f4b163] agent.conversation_loop: API call #11: model=default provider=custom in=64023 out=446 total=64469 latency=7.2s cache=1792/64023 (3%)
2026-07-14 08:25:02,252 INFO [20260714_082217_f4b163] agent.tool_executor: tool terminal completed (2.46s, 1840 chars)
2026-07-14 08:25:02,309 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-458 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:25:06,467 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-456 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:25:06,468 INFO [20260714_082217_6dac0c] agent.conversation_loop: API call #18: model=default provider=custom in=91930 out=1437 total=93367 latency=12.3s cache=89578/91930 (97%)
2026-07-14 08:25:06,531 INFO [20260714_082217_6dac0c] agent.tool_executor: tool terminal completed (0.04s, 70 chars)
2026-07-14 08:25:07,561 INFO [20260714_082217_6dac0c] agent.tool_executor: tool terminal completed (0.02s, 70 chars)
2026-07-14 08:25:07,594 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-461 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:25:08,074 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-458 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:25:08,074 INFO [20260714_082217_f4b163] agent.conversation_loop: API call #12: model=default provider=custom in=70383 out=855 total=71238 latency=5.8s cache=8153/70383 (12%)
2026-07-14 08:25:08,095 INFO [20260714_082217_f4b163] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=12/50 budget=12/50 tool_turns=11 last_msg_role=assistant response_len=929 session=20260714_082217_f4b163
2026-07-14 08:25:08,109 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=ThreadPoolExecutor-10_1:135523934926528 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:25:11,484 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-461 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:25:11,490 INFO [20260714_082217_6dac0c] agent.conversation_loop: API call #19: model=default provider=custom in=93246 out=975 total=94221 latency=3.9s cache=8143/93246 (9%)
2026-07-14 08:25:12,140 INFO [20260714_082217_6dac0c] agent.tool_executor: tool terminal completed (0.60s, 661 chars)
2026-07-14 08:25:12,223 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (73 chars)
2026-07-14 08:25:12,234 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='next time làm sao để tôi kích hoạt việc tạo nhiều task song song như vậy?' reply_to_id=18 reply_to_text=''
2026-07-14 08:25:12,361 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 08:25:12,445 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=146 msg='[NN Vo] next time làm sao để tôi kích hoạt việc tạo nhiều task song song như vậy...'
2026-07-14 08:25:12,461 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260710_094439_1cb443b1)
2026-07-14 08:25:12,496 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-463 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:25:13,283 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-400 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:25:13,285 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #7: model=default provider=custom in=108656 out=288 total=108944 latency=72.7s cache=103936/108656 (96%)
2026-07-14 08:25:13,291 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=7/16 budget=7/16 tool_turns=50 last_msg_role=assistant response_len=1013 session=20260710_094439_1cb443b1
2026-07-14 08:25:13,296 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:25:13,750 INFO [20260714_082217_6dac0c] agent.tool_executor: tool terminal completed (0.60s, 68 chars)
2026-07-14 08:25:15,546 INFO [20260714_082217_6dac0c] agent.tool_executor: tool terminal completed (0.78s, 79 chars)
2026-07-14 08:25:15,582 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-466 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:25:33,528 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-463 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:25:33,530 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #61: model=default provider=custom in=80282 out=2281 total=82563 latency=21.1s cache=72969/80282 (91%)
2026-07-14 08:25:33,567 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=45 last_msg_role=assistant response_len=1222 session=20260710_094439_1cb443b1
2026-07-14 08:25:33,624 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=21.4s api_calls=1 response=1222 chars
2026-07-14 08:25:33,665 INFO gateway.platforms.base: [Telegram] Sending response (1222 chars) to -1003707758328
2026-07-14 08:25:36,915 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-466 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:25:36,916 INFO [20260714_082217_6dac0c] agent.conversation_loop: API call #20: model=default provider=custom in=85292 out=550 total=85842 latency=21.4s cache=57003/85292 (67%)
2026-07-14 08:25:37,719 INFO [20260714_082217_6dac0c] agent.tool_executor: tool terminal completed (0.79s, 1928 chars)
2026-07-14 08:25:37,771 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-468 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:25:39,930 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-468 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:25:39,931 INFO [20260714_082217_6dac0c] agent.conversation_loop: API call #21: model=default provider=custom in=86647 out=363 total=87010 latency=2.2s
2026-07-14 08:25:40,729 INFO [20260714_082217_6dac0c] agent.tool_executor: tool terminal completed (0.78s, 142 chars)
2026-07-14 08:25:40,762 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-470 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:26:05,924 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (111 chars)
2026-07-14 08:26:05,938 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='update tiến độ các task phòng IT, bạn phải update chủ động cho tôi, là 1 phần tr' reply_to_id=18 reply_to_text=''
2026-07-14 08:26:06,078 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 08:26:06,151 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=148 msg='[NN Vo] update tiến độ các task phòng IT, bạn phải update chủ động cho tôi, là 1...'
2026-07-14 08:26:06,167 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260710_094439_1cb443b1)
2026-07-14 08:26:06,211 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-471 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:26:25,113 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-471 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:26:25,117 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #62: model=default provider=custom in=80682 out=656 total=81338 latency=18.9s cache=72965/80682 (90%)
2026-07-14 08:26:27,131 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (1.99s, 6074 chars)
2026-07-14 08:26:27,186 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-473 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:26:28,671 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-470 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:26:28,673 INFO [20260714_082217_6dac0c] agent.conversation_loop: API call #22: model=default provider=custom in=87068 out=280 total=87348 latency=47.9s cache=81431/87068 (94%)
2026-07-14 08:26:28,939 WARNING [20260714_082217_6dac0c] agent.tool_executor: Tool terminal returned error (0.08s): {"output": "Traceback (most recent call last):\n  File \"<string>\", line 5, in <module>\nsqlite3.OperationalError: no such column: block_reason", "exit_code": 1, "error": null}
2026-07-14 08:26:30,729 INFO [20260714_082217_6dac0c] agent.tool_executor: tool terminal completed (0.78s, 79 chars)
2026-07-14 08:26:32,520 INFO [20260714_082217_6dac0c] agent.tool_executor: tool terminal completed (0.78s, 1993 chars)
2026-07-14 08:26:32,571 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-477 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:26:33,433 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-473 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:26:33,434 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #63: model=default provider=custom in=83291 out=578 total=83869 latency=6.3s cache=76967/83291 (92%)
2026-07-14 08:26:33,473 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=46 last_msg_role=assistant response_len=1748 session=20260710_094439_1cb443b1
2026-07-14 08:26:33,525 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=27.6s api_calls=2 response=1748 chars
2026-07-14 08:26:33,546 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:26:33,568 INFO gateway.platforms.base: [Telegram] Sending response (1748 chars) to -1003707758328
2026-07-14 08:26:33,661 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 08:26:33,687 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=151 msg='Review the conversation above and consider saving to memory if appropriate.  Foc...'
2026-07-14 08:26:33,743 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-478 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:26:33,870 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-477 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:26:33,871 INFO [20260714_082217_6dac0c] agent.conversation_loop: API call #23: model=default provider=custom in=88275 out=156 total=88431 latency=1.3s cache=81417/88275 (92%)
2026-07-14 08:26:33,981 INFO [20260714_082217_6dac0c] agent.tool_executor: tool terminal completed (0.08s, 1529 chars)
2026-07-14 08:26:34,032 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-480 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:26:35,933 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-478 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:26:35,935 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1: model=default provider=custom in=83781 out=516 total=84297 latency=2.2s
2026-07-14 08:26:35,953 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool memory completed (0.01s, 196 chars)
2026-07-14 08:26:35,992 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-481 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:26:43,533 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-481 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:26:43,536 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #2: model=default provider=custom in=75151 out=35 total=75186 latency=7.6s cache=69120/75151 (92%)
2026-07-14 08:26:43,541 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/16 budget=2/16 tool_turns=47 last_msg_role=assistant response_len=103 session=20260710_094439_1cb443b1
2026-07-14 08:26:43,550 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:26:50,276 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-480 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:26:50,277 INFO [20260714_082217_6dac0c] agent.conversation_loop: API call #24: model=default provider=custom in=81578 out=441 total=82019 latency=16.3s cache=68096/81578 (83%)
2026-07-14 08:26:51,084 INFO [20260714_082217_6dac0c] agent.tool_executor: tool terminal completed (0.78s, 1965 chars)
2026-07-14 08:26:51,126 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-483 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:26:59,358 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-483 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:26:59,359 INFO [20260714_082217_6dac0c] agent.conversation_loop: API call #25: model=default provider=custom in=82509 out=484 total=82993 latency=8.2s cache=79360/82509 (96%)
2026-07-14 08:26:59,385 INFO [20260714_082217_6dac0c] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=25/50 budget=25/50 tool_turns=24 last_msg_role=assistant response_len=1068 session=20260714_082217_6dac0c
2026-07-14 08:26:59,415 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=ThreadPoolExecutor-10_0:135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:26:59,464 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:26:59,546 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 08:26:59,571 INFO [20260714_082217_6dac0c] agent.turn_context: conversation turn: session=20260714_082217_6dac0c model=default provider=custom platform=subagent history=82 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 08:26:59,608 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-484 (_call):135523934926528 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:27:00,895 INFO gateway.run: Watch pattern notification — injecting for telegram chat=-1003707758328 thread=18
2026-07-14 08:27:00,908 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='[ASYNC DELEGATION BATCH COMPLETE — deleg_0a433da9] A background fan-out of 3 sub' reply_to_id=None reply_to_text=''
2026-07-14 08:27:01,053 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 08:27:01,158 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=152 msg='[NN Vo] [ASYNC DELEGATION BATCH COMPLETE — deleg_0a433da9] A background fan-out ...'
2026-07-14 08:27:01,184 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260710_094439_1cb443b1)
2026-07-14 08:27:01,232 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-485 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:27:08,904 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-485 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:27:08,906 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #64: model=default provider=custom in=76280 out=314 total=76594 latency=7.7s
2026-07-14 08:27:10,710 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (1.79s, 6140 chars)
2026-07-14 08:27:10,772 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-487 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:27:20,547 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-484 (_call):135523934926528 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:27:20,548 INFO [20260714_082217_6dac0c] agent.conversation_loop: API call #1: model=default provider=custom in=83814 out=1279 total=85093 latency=21.0s
2026-07-14 08:27:20,579 WARNING [20260714_082217_6dac0c] agent.tool_executor: Tool skill_manage returned error (0.03s): {"success": false, "error": "Refusing background curator patch for skill 'hermes-kanban': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, or s
2026-07-14 08:27:21,610 INFO [20260714_082217_6dac0c] agent.tool_executor: tool skill_manage completed (0.03s, 207 chars)
2026-07-14 08:27:21,650 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-488 (_call):135523934926528 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:27:24,539 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-488 (_call):135523934926528 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:27:24,540 INFO [20260714_082217_6dac0c] agent.conversation_loop: API call #2: model=default provider=custom in=85132 out=46 total=85178 latency=2.9s cache=81408/85132 (96%)
2026-07-14 08:27:24,624 INFO [20260714_082217_6dac0c] agent.tool_executor: tool skill_view completed (0.08s, 57517 chars)
2026-07-14 08:27:24,658 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-489 (_call):135523934926528 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:27:25,507 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-487 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:27:25,508 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #65: model=default provider=custom in=78549 out=695 total=79244 latency=14.8s cache=73728/78549 (94%)
2026-07-14 08:27:25,527 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=47 last_msg_role=assistant response_len=1307 session=20260710_094439_1cb443b1
2026-07-14 08:27:25,565 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=24.7s api_calls=2 response=1307 chars
2026-07-14 08:27:25,604 INFO gateway.platforms.base: [Telegram] Sending response (1307 chars) to -1003707758328
2026-07-14 08:27:37,226 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-489 (_call):135523934926528 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:27:37,229 INFO [20260714_082217_6dac0c] agent.conversation_loop: API call #3: model=default provider=custom in=100001 out=768 total=100769 latency=12.6s cache=82944/100001 (83%)
2026-07-14 08:27:37,271 INFO [20260714_082217_6dac0c] agent.tool_executor: tool skill_manage completed (0.04s, 531 chars)
2026-07-14 08:27:37,317 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-490 (_call):135523934926528 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:27:41,882 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-490 (_call):135523934926528 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:27:41,882 INFO [20260714_082217_6dac0c] agent.conversation_loop: API call #4: model=default provider=custom in=100928 out=192 total=101120 latency=4.6s cache=97792/100928 (97%)
2026-07-14 08:27:41,893 INFO [20260714_082217_6dac0c] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/16 budget=4/16 tool_turns=27 last_msg_role=assistant response_len=767 session=20260714_082217_6dac0c
2026-07-14 08:27:41,898 INFO [20260714_082217_6dac0c] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:34:14,820 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (669 chars)
2026-07-14 08:34:14,839 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='Task 2 tôi ko duyệt, vì chỉ cần check sơ qua folder profiles, tôi thấy nó ko đồn' reply_to_id=18 reply_to_text=''
2026-07-14 08:34:15,040 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 08:34:15,146 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=156 msg='[NN Vo] Task 2 tôi ko duyệt, vì chỉ cần check sơ qua folder profiles, tôi thấy n...'
2026-07-14 08:34:15,168 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260710_094439_1cb443b1)
2026-07-14 08:34:15,205 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-491 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:34:24,115 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-491 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:34:24,117 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #66: model=default provider=custom in=79184 out=267 total=79451 latency=8.9s
2026-07-14 08:34:24,542 INFO agent.tool_executor: tool skill_view completed (0.40s, 8955 chars)
2026-07-14 08:34:24,548 INFO agent.tool_executor: tool skill_view completed (0.40s, 53667 chars)
2026-07-14 08:34:24,554 INFO agent.tool_executor: tool skill_view completed (0.40s, 36171 chars)
2026-07-14 08:34:24,684 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-492 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:34:38,172 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-492 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:34:38,174 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #67: model=default provider=custom in=105531 out=544 total=106075 latency=13.5s
2026-07-14 08:34:38,320 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.12s, 152 chars)
2026-07-14 08:34:39,382 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.05s, 3350 chars)
2026-07-14 08:34:40,517 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.12s, 233 chars)
2026-07-14 08:34:42,716 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (1.19s, 562 chars)
2026-07-14 08:34:42,773 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-497 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:35:03,965 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-497 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:35:03,966 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #68: model=default provider=custom in=107347 out=935 total=108282 latency=21.2s
2026-07-14 08:35:05,379 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (1.39s, 2113 chars)
2026-07-14 08:35:07,173 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.78s, 88 chars)
2026-07-14 08:35:07,228 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-500 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:35:18,863 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-500 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:35:18,864 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #69: model=default provider=custom in=127055 out=615 total=127670 latency=11.7s cache=17408/127055 (14%)
2026-07-14 08:35:18,932 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.05s, 798 chars)
2026-07-14 08:35:18,984 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-502 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:35:35,494 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-502 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:35:35,495 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #70: model=default provider=custom in=120870 out=2684 total=123554 latency=16.5s
2026-07-14 08:35:37,903 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (2.38s, 393 chars)
2026-07-14 08:35:38,980 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_0:135524911138496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:35:39,065 INFO [20260710_094439_1cb443b1] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 08:35:39,161 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_0:135524911138496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:35:39,252 INFO [20260710_094439_1cb443b1] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 08:35:39,300 INFO [20260710_094439_1cb443b1] tools.async_delegation: Dispatched async delegation batch deleg_17a13142 (2 task(s), session_key=agent:main:telegram:group:-1003707758328:18)
2026-07-14 08:35:39,301 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool delegate_task completed (0.39s, 501 chars)
2026-07-14 08:35:39,338 INFO [20260714_083538_f51194] agent.turn_context: conversation turn: session=20260714_083538_f51194 model=default provider=custom platform=subagent history=0 msg='Dùng Claude CLI xử lý triệt để Monorepo Migration (Task t_35541d88)'
2026-07-14 08:35:39,363 INFO [20260714_083539_abb25a] agent.turn_context: conversation turn: session=20260714_083539_abb25a model=default provider=custom platform=subagent history=0 msg='Dùng Claude CLI chuẩn hóa SOUL.md global (Task t_20ac74b6)'
2026-07-14 08:35:39,397 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-506 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:35:39,753 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-507 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:35:39,776 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-508 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:35:40,646 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-508 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:35:40,650 INFO [20260714_083538_f51194] agent.conversation_loop: API call #1: model=default provider=custom in=14400 out=45 total=14445 latency=0.9s
2026-07-14 08:35:40,747 INFO agent.tool_executor: tool skills_list completed (0.08s, 1467 chars)
2026-07-14 08:35:40,793 INFO agent.tool_executor: tool skill_view completed (0.12s, 36171 chars)
2026-07-14 08:35:40,835 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-509 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:35:42,764 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-506 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:35:42,765 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #71: model=default provider=custom in=123100 out=604 total=123704 latency=3.4s
2026-07-14 08:35:42,782 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=6/60 budget=6/60 tool_turns=52 last_msg_role=assistant response_len=652 session=20260710_094439_1cb443b1
2026-07-14 08:35:42,793 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=88.0s api_calls=6 response=652 chars
2026-07-14 08:35:42,824 INFO gateway.platforms.base: [Telegram] Sending response (652 chars) to -1003707758328
2026-07-14 08:35:43,278 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-507 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:35:43,279 INFO [20260714_083539_abb25a] agent.conversation_loop: API call #1: model=default provider=custom in=14355 out=384 total=14739 latency=3.5s cache=8097/14355 (56%)
2026-07-14 08:35:43,360 INFO agent.tool_executor: tool skill_view completed (0.07s, 36171 chars)
2026-07-14 08:35:43,483 INFO agent.tool_executor: tool search_files completed (0.19s, 18 chars)
2026-07-14 08:35:43,531 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-513 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:35:59,758 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-509 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:35:59,758 INFO [20260714_083538_f51194] agent.conversation_loop: API call #2: model=default provider=custom in=24696 out=297 total=24993 latency=18.9s
2026-07-14 08:35:59,773 INFO [20260714_083538_f51194] agent.tool_executor: tool todo completed (0.00s, 102 chars)
2026-07-14 08:35:59,802 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-514 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:36:01,013 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-513 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:36:01,015 INFO [20260714_083539_abb25a] agent.conversation_loop: API call #2: model=default provider=custom in=24289 out=413 total=24702 latency=17.5s
2026-07-14 08:36:01,142 INFO agent.tool_executor: tool search_files completed (0.11s, 18 chars)
2026-07-14 08:36:01,144 INFO agent.tool_executor: tool search_files completed (0.11s, 430 chars)
2026-07-14 08:36:01,191 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-520 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:36:01,269 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-514 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:36:01,270 INFO [20260714_083538_f51194] agent.conversation_loop: API call #3: model=default provider=custom in=24740 out=416 total=25156 latency=1.5s
2026-07-14 08:36:01,289 INFO [20260714_083538_f51194] agent.tool_executor: tool todo completed (0.00s, 605 chars)
2026-07-14 08:36:01,325 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-521 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:36:02,323 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-521 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:36:02,325 INFO [20260714_083538_f51194] agent.conversation_loop: API call #4: model=default provider=custom in=25121 out=22 total=25143 latency=1.0s
2026-07-14 08:36:02,421 INFO gateway.run: kanban dispatcher [nv-office]: spawned=2 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-14 08:36:02,454 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-520 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:36:02,457 INFO [20260714_083539_abb25a] agent.conversation_loop: API call #3: model=default provider=custom in=24573 out=469 total=25042 latency=1.3s cache=20325/24573 (83%)
2026-07-14 08:36:02,811 INFO [20260714_083538_f51194] agent.tool_executor: tool search_files completed (0.47s, 2741 chars)
2026-07-14 08:36:02,834 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-526 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:36:02,891 INFO [20260714_083539_abb25a] agent.tool_executor: tool search_files completed (0.41s, 237 chars)
2026-07-14 08:36:02,928 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-527 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:36:35,241 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-527 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:36:35,242 INFO [20260714_083539_abb25a] agent.conversation_loop: API call #4: model=default provider=custom in=24687 out=35 total=24722 latency=32.3s
2026-07-14 08:36:35,637 INFO [20260714_083539_abb25a] agent.tool_executor: tool search_files completed (0.38s, 18 chars)
2026-07-14 08:36:35,663 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-531 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:36:50,056 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-526 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:36:50,057 INFO [20260714_083538_f51194] agent.conversation_loop: API call #5: model=default provider=custom in=26831 out=35 total=26866 latency=47.2s cache=20335/26831 (76%)
2026-07-14 08:36:50,106 INFO [20260714_083538_f51194] agent.tool_executor: tool terminal completed (0.03s, 824 chars)
2026-07-14 08:36:50,131 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-533 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:36:51,880 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-531 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:36:51,881 INFO [20260714_083539_abb25a] agent.conversation_loop: API call #5: model=default provider=custom in=24738 out=130 total=24868 latency=16.2s cache=20315/24738 (82%)
2026-07-14 08:36:52,519 INFO [20260714_083539_abb25a] agent.tool_executor: tool search_files completed (0.63s, 3145 chars)
2026-07-14 08:36:52,546 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-536 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:37:00,621 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-536 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:37:00,622 INFO [20260714_083539_abb25a] agent.conversation_loop: API call #6: model=default provider=custom in=24013 out=279 total=24292 latency=8.1s cache=9728/24013 (41%)
2026-07-14 08:37:00,711 INFO [20260714_083539_abb25a] agent.tool_executor: tool skill_view completed (0.05s, 56469 chars)
2026-07-14 08:37:00,767 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-537 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:37:01,646 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-533 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:37:01,647 INFO [20260714_083538_f51194] agent.conversation_loop: API call #6: model=default provider=custom in=25134 out=368 total=25502 latency=11.5s cache=9728/25134 (39%)
2026-07-14 08:37:01,806 INFO [20260714_083538_f51194] agent.tool_executor: tool search_files completed (0.14s, 18 chars)
2026-07-14 08:37:01,833 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-541 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:37:13,762 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-541 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:37:13,764 INFO [20260714_083538_f51194] agent.conversation_loop: API call #7: model=default provider=custom in=25210 out=331 total=25541 latency=11.9s cache=23040/25210 (91%)
2026-07-14 08:37:14,038 INFO agent.tool_executor: tool search_files completed (0.25s, 20539 chars)
2026-07-14 08:37:14,223 INFO agent.tool_executor: tool search_files completed (0.44s, 24104 chars)
2026-07-14 08:37:14,264 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-547 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:37:18,944 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-547 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:37:18,945 INFO [20260714_083538_f51194] agent.conversation_loop: API call #8: model=default provider=custom in=38653 out=212 total=38865 latency=4.7s cache=23040/38653 (60%)
2026-07-14 08:37:19,029 INFO [20260714_083538_f51194] agent.tool_executor: tool skill_view completed (0.06s, 57761 chars)
2026-07-14 08:37:19,078 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-548 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:37:21,000 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-537 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:37:21,004 INFO [20260714_083539_abb25a] agent.conversation_loop: API call #7: model=default provider=custom in=38669 out=1344 total=40013 latency=20.3s cache=21504/38669 (56%)
2026-07-14 08:37:21,130 INFO [20260714_083539_abb25a] agent.tool_executor: tool read_file completed (0.11s, 2096 chars)
2026-07-14 08:37:22,259 INFO [20260714_083539_abb25a] agent.tool_executor: tool terminal completed (0.12s, 323 chars)
2026-07-14 08:37:22,287 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-554 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:37:29,166 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-548 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:37:29,167 INFO [20260714_083538_f51194] agent.conversation_loop: API call #9: model=default provider=custom in=53586 out=598 total=54184 latency=10.1s cache=36352/53586 (68%)
2026-07-14 08:37:30,984 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-554 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:37:30,986 INFO [20260714_083539_abb25a] agent.conversation_loop: API call #8: model=default provider=custom in=39854 out=307 total=40161 latency=8.7s
2026-07-14 08:37:31,586 INFO [20260714_083538_f51194] agent.tool_executor: tool terminal completed (2.39s, 66 chars)
2026-07-14 08:37:32,692 INFO [20260714_083538_f51194] agent.tool_executor: tool terminal completed (0.10s, 195 chars)
2026-07-14 08:37:32,726 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-558 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:37:35,444 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-558 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:37:35,446 INFO [20260714_083538_f51194] agent.conversation_loop: API call #10: model=default provider=custom in=62437 out=585 total=63022 latency=2.7s cache=12235/62437 (20%)
2026-07-14 08:38:08,462 INFO [20260714_083539_abb25a] agent.tool_executor: tool terminal completed (37.46s, 117 chars)
2026-07-14 08:38:08,504 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-560 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:38:22,055 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-560 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:38:22,056 INFO [20260714_083539_abb25a] agent.conversation_loop: API call #9: model=default provider=custom in=40205 out=730 total=40935 latency=13.6s cache=36352/40205 (90%)
2026-07-14 08:38:22,254 INFO [20260714_083539_abb25a] agent.tool_executor: tool terminal completed (0.18s, 254 chars)
2026-07-14 08:38:24,051 INFO [20260714_083539_abb25a] agent.tool_executor: tool terminal completed (0.79s, 5264 chars)
2026-07-14 08:38:24,089 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-563 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:38:26,563 INFO [20260714_083538_f51194] agent.tool_executor: tool terminal completed (51.10s, 616 chars)
2026-07-14 08:38:26,599 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-564 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:38:35,120 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-563 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:38:35,122 INFO [20260714_083539_abb25a] agent.conversation_loop: API call #10: model=default provider=custom in=41652 out=467 total=42119 latency=11.0s cache=37888/41652 (91%)
2026-07-14 08:38:35,939 INFO [20260714_083539_abb25a] agent.tool_executor: tool terminal completed (0.80s, 1498 chars)
2026-07-14 08:38:35,985 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-566 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:38:46,572 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-564 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:38:46,572 INFO [20260714_083538_f51194] agent.conversation_loop: API call #11: model=default provider=custom in=54331 out=1089 total=55420 latency=20.0s
2026-07-14 08:38:46,601 INFO agent.tool_executor: tool read_file failed (0.01s): {"error": "Access denied: /root/.hermes/profiles/it-ai/.env is a secret-bearing environment file and cannot be read to prevent credential leakage. If you need to check the file structure, read .env.ex
2026-07-14 08:38:46,643 INFO agent.tool_executor: tool read_file failed (0.05s): {"content": "", "total_lines": 0, "file_size": 0, "truncated": false, "is_binary": false, "is_image": false, "error": "File not found: /root/.hermes/profiles/it-ai/README.md"}
2026-07-14 08:38:46,694 INFO agent.tool_executor: tool read_file completed (0.10s, 284 chars)
2026-07-14 08:38:46,697 WARNING [20260714_083538_f51194] agent.tool_executor: Tool read_file returned error (0.01s): {"error": "Access denied: /root/.hermes/profiles/it-ai/.env is a secret-bearing environment file and cannot be read to prevent credential leakage. If you need to check the file structure, read .env.ex
2026-07-14 08:38:46,707 WARNING [20260714_083538_f51194] agent.tool_executor: Tool read_file returned error (0.05s): {"content": "", "total_lines": 0, "file_size": 0, "truncated": false, "is_binary": false, "is_image": false, "error": "File not found: /root/.hermes/profiles/it-ai/README.md"}
2026-07-14 08:38:46,736 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-573 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:38:47,366 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-566 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:38:47,366 INFO [20260714_083539_abb25a] agent.conversation_loop: API call #11: model=default provider=custom in=42292 out=701 total=42993 latency=11.4s cache=39424/42292 (93%)
2026-07-14 08:38:48,786 WARNING [20260714_083539_abb25a] agent.tool_executor: Tool terminal returned error (1.38s): {"output": "--dangerously-skip-permissions cannot be used with root/sudo privileges for security reasons", "exit_code": 1, "error": null}
2026-07-14 08:38:48,812 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-575 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:39:01,506 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-575 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:39:01,507 INFO [20260714_083539_abb25a] agent.conversation_loop: API call #12: model=default provider=custom in=42615 out=791 total=43406 latency=12.7s cache=39936/42615 (94%)
2026-07-14 08:39:01,724 INFO [20260714_083539_abb25a] agent.tool_executor: tool terminal completed (0.09s, 49 chars)
2026-07-14 08:39:02,706 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[522417]
2026-07-14 08:39:02,940 INFO [20260714_083539_abb25a] agent.tool_executor: tool terminal completed (0.19s, 98 chars)
2026-07-14 08:39:02,979 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-578 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:39:03,617 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-573 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:39:03,619 INFO [20260714_083538_f51194] agent.conversation_loop: API call #12: model=default provider=custom in=54749 out=1100 total=55849 latency=16.9s cache=52224/54749 (95%)
2026-07-14 08:39:03,727 INFO [20260714_083538_f51194] agent.tool_executor: tool terminal completed (0.09s, 475 chars)
2026-07-14 08:39:03,758 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-580 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:39:05,144 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-580 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:39:05,145 INFO [20260714_083538_f51194] agent.conversation_loop: API call #13: model=default provider=custom in=64525 out=296 total=64821 latency=1.4s cache=57066/64525 (88%)
2026-07-14 08:39:05,544 INFO [20260714_083538_f51194] agent.tool_executor: tool terminal completed (0.39s, 7578 chars)
2026-07-14 08:39:05,575 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-582 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:39:07,036 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-582 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:39:07,038 INFO [20260714_083538_f51194] agent.conversation_loop: API call #14: model=default provider=custom in=67884 out=271 total=68155 latency=1.5s cache=61148/67884 (90%)
2026-07-14 08:39:07,105 INFO [20260714_083538_f51194] agent.tool_executor: tool terminal completed (0.05s, 45 chars)
2026-07-14 08:39:07,135 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-584 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:39:08,619 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-584 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:39:08,621 INFO [20260714_083538_f51194] agent.conversation_loop: API call #15: model=default provider=custom in=68174 out=294 total=68468 latency=1.5s cache=61140/68174 (90%)
2026-07-14 08:39:08,715 INFO [20260714_083538_f51194] agent.tool_executor: tool terminal completed (0.08s, 45 chars)
2026-07-14 08:39:08,751 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-586 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:39:10,126 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-578 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:39:10,126 INFO [20260714_083539_abb25a] agent.conversation_loop: API call #13: model=default provider=custom in=47947 out=731 total=48678 latency=7.2s cache=3840/47947 (8%)
2026-07-14 08:39:10,321 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-586 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:39:10,323 INFO [20260714_083538_f51194] agent.conversation_loop: API call #16: model=default provider=custom in=68487 out=367 total=68854 latency=1.6s cache=61132/68487 (89%)
2026-07-14 08:39:10,335 INFO [20260714_083538_f51194] agent.tool_executor: tool todo completed (0.00s, 611 chars)
2026-07-14 08:39:10,356 INFO [20260714_083539_abb25a] agent.tool_executor: tool terminal completed (0.21s, 803 chars)
2026-07-14 08:39:10,380 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-588 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:39:10,428 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-589 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:39:12,196 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-589 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:39:12,196 INFO [20260714_083539_abb25a] agent.conversation_loop: API call #14: model=default provider=custom in=46600 out=74 total=46674 latency=1.8s cache=20360/46600 (44%)
2026-07-14 08:39:12,233 INFO [20260714_083539_abb25a] agent.tool_executor: tool terminal completed (0.02s, 45 chars)
2026-07-14 08:39:12,265 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-591 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:39:12,828 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-588 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:39:12,829 INFO [20260714_083538_f51194] agent.conversation_loop: API call #17: model=default provider=custom in=65108 out=251 total=65359 latency=2.5s cache=20389/65108 (31%)
2026-07-14 08:39:14,175 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-591 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:39:14,177 INFO [20260714_083539_abb25a] agent.conversation_loop: API call #15: model=default provider=custom in=46697 out=180 total=46877 latency=1.9s cache=40715/46697 (87%)
2026-07-14 08:39:14,274 INFO [20260714_083539_abb25a] agent.tool_executor: tool terminal completed (0.08s, 99 chars)
2026-07-14 08:39:14,302 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-594 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:39:15,815 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-594 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:39:15,817 INFO [20260714_083539_abb25a] agent.conversation_loop: API call #16: model=default provider=custom in=46922 out=74 total=46996 latency=1.5s cache=40711/46922 (87%)
2026-07-14 08:39:15,893 INFO [20260714_083539_abb25a] agent.tool_executor: tool terminal completed (0.02s, 121 chars)
2026-07-14 08:39:15,924 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-596 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:39:19,231 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-596 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:39:19,232 INFO [20260714_083539_abb25a] agent.conversation_loop: API call #17: model=default provider=custom in=47056 out=122 total=47178 latency=3.3s
2026-07-14 08:39:19,380 INFO [20260714_083539_abb25a] agent.tool_executor: tool terminal completed (0.12s, 45 chars)
2026-07-14 08:39:19,417 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-598 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:39:21,245 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-598 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:39:21,246 INFO [20260714_083539_abb25a] agent.conversation_loop: API call #18: model=default provider=custom in=47201 out=178 total=47379 latency=1.8s cache=40702/47201 (86%)
2026-07-14 08:39:21,344 INFO [20260714_083539_abb25a] agent.tool_executor: tool terminal completed (0.08s, 61 chars)
2026-07-14 08:39:21,382 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-600 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:39:23,629 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-600 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:39:23,630 INFO [20260714_083539_abb25a] agent.conversation_loop: API call #19: model=default provider=custom in=47407 out=261 total=47668 latency=2.3s cache=40698/47407 (86%)
2026-07-14 08:39:24,229 INFO [20260714_083539_abb25a] agent.tool_executor: tool terminal completed (0.58s, 100 chars)
2026-07-14 08:39:24,261 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-602 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:39:50,496 INFO [20260714_083538_f51194] agent.tool_executor: tool terminal completed (37.65s, 528 chars)
2026-07-14 08:39:50,531 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-603 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:40:03,991 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-603 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:40:03,992 INFO [20260714_083538_f51194] agent.conversation_loop: API call #18: model=default provider=custom in=58457 out=856 total=59313 latency=13.5s cache=52224/58457 (89%)
2026-07-14 08:40:04,413 INFO [20260714_083538_f51194] agent.tool_executor: tool terminal completed (0.40s, 3642 chars)
2026-07-14 08:40:05,602 INFO [20260714_083538_f51194] agent.tool_executor: tool terminal completed (0.18s, 6362 chars)
2026-07-14 08:40:05,642 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-606 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:40:18,121 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-606 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:40:18,122 INFO [20260714_083538_f51194] agent.conversation_loop: API call #19: model=default provider=custom in=61677 out=222 total=61899 latency=12.5s cache=56320/61677 (91%)
2026-07-14 08:40:18,955 INFO [20260714_083538_f51194] agent.tool_executor: tool terminal completed (0.80s, 3734 chars)
2026-07-14 08:40:18,987 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-608 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:40:31,279 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-608 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:40:31,280 INFO [20260714_083538_f51194] agent.conversation_loop: API call #20: model=default provider=custom in=63184 out=592 total=63776 latency=12.3s cache=59392/63184 (94%)
2026-07-14 08:40:31,873 INFO [20260714_083538_f51194] agent.tool_executor: tool terminal completed (0.58s, 79 chars)
2026-07-14 08:40:33,457 INFO [20260714_083538_f51194] agent.tool_executor: tool terminal completed (0.58s, 62 chars)
2026-07-14 08:40:35,042 INFO [20260714_083538_f51194] agent.tool_executor: tool terminal completed (0.58s, 68 chars)
2026-07-14 08:40:35,078 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-612 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:40:41,316 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-602 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:40:41,318 INFO [20260714_083539_abb25a] agent.conversation_loop: API call #20: model=default provider=custom in=45286 out=276 total=45562 latency=77.1s cache=40448/45286 (89%)
2026-07-14 08:40:42,109 INFO [20260714_083539_abb25a] agent.tool_executor: tool terminal completed (0.78s, 162 chars)
2026-07-14 08:40:43,449 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-612 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:40:43,450 INFO [20260714_083538_f51194] agent.conversation_loop: API call #21: model=default provider=custom in=63639 out=412 total=64051 latency=8.4s cache=60928/63639 (96%)
2026-07-14 08:40:43,908 INFO [20260714_083539_abb25a] agent.tool_executor: tool terminal completed (0.79s, 131 chars)
2026-07-14 08:40:43,951 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-616 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:40:44,261 INFO [20260714_083538_f51194] agent.tool_executor: tool terminal completed (0.79s, 5264 chars)
2026-07-14 08:40:44,302 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-617 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:40:51,652 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-617 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:40:51,655 INFO [20260714_083538_f51194] agent.conversation_loop: API call #22: model=default provider=custom in=64847 out=184 total=65031 latency=7.4s cache=61440/64847 (95%)
2026-07-14 08:40:52,269 INFO [20260714_083538_f51194] agent.tool_executor: tool terminal completed (0.59s, 594 chars)
2026-07-14 08:40:52,302 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-619 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:40:59,183 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-619 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:40:59,184 INFO [20260714_083538_f51194] agent.conversation_loop: API call #23: model=default provider=custom in=65077 out=314 total=65391 latency=6.9s cache=62464/65077 (96%)
2026-07-14 08:40:59,993 INFO [20260714_083538_f51194] agent.tool_executor: tool terminal completed (0.79s, 364 chars)
2026-07-14 08:41:00,036 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-621 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:41:10,086 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-621 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:41:10,087 INFO [20260714_083538_f51194] agent.conversation_loop: API call #24: model=default provider=custom in=65232 out=588 total=65820 latency=10.1s cache=62976/65232 (97%)
2026-07-14 08:41:10,185 INFO [20260714_083538_f51194] agent.tool_executor: tool terminal completed (0.08s, 1529 chars)
2026-07-14 08:41:11,273 INFO [20260714_083538_f51194] agent.tool_executor: tool terminal completed (0.08s, 156 chars)
2026-07-14 08:41:11,307 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-624 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:41:26,880 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-624 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:41:26,881 INFO [20260714_083538_f51194] agent.conversation_loop: API call #25: model=default provider=custom in=66323 out=444 total=66767 latency=15.6s cache=6144/66323 (9%)
2026-07-14 08:41:27,020 WARNING [20260714_083538_f51194] agent.tool_executor: Tool terminal returned error (0.09s): {"output": "Traceback (most recent call last):\n  File \"<stdin>\", line 10, in <module>\nsqlite3.OperationalError: table task_events has no column named ts", "exit_code": 1, "error": null}
2026-07-14 08:41:27,055 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-626 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:41:36,153 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-626 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:41:36,155 INFO [20260714_083538_f51194] agent.conversation_loop: API call #26: model=default provider=custom in=66836 out=343 total=67179 latency=9.1s
2026-07-14 08:41:36,251 INFO [20260714_083538_f51194] agent.tool_executor: tool terminal completed (0.08s, 476 chars)
2026-07-14 08:41:37,342 INFO [20260714_083538_f51194] agent.tool_executor: tool terminal completed (0.08s, 1351 chars)
2026-07-14 08:41:37,377 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-629 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:41:49,943 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-629 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:41:49,944 INFO [20260714_083538_f51194] agent.conversation_loop: API call #27: model=default provider=custom in=67895 out=444 total=68339 latency=12.6s cache=64000/67895 (94%)
2026-07-14 08:41:50,094 INFO [20260714_083538_f51194] agent.tool_executor: tool terminal completed (0.13s, 63 chars)
2026-07-14 08:41:50,137 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-631 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:41:55,207 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-631 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:41:55,208 INFO [20260714_083538_f51194] agent.conversation_loop: API call #28: model=default provider=custom in=76601 out=190 total=76791 latency=5.1s cache=3840/76601 (5%)
2026-07-14 08:41:55,296 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-616 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:41:55,297 INFO [20260714_083539_abb25a] agent.conversation_loop: API call #21: model=default provider=custom in=45571 out=161 total=45732 latency=71.4s cache=43008/45571 (94%)
2026-07-14 08:41:56,008 INFO [20260714_083538_f51194] agent.tool_executor: tool terminal completed (0.78s, 4538 chars)
2026-07-14 08:41:56,047 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-634 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:41:56,100 INFO [20260714_083539_abb25a] agent.tool_executor: tool terminal completed (0.78s, 2769 chars)
2026-07-14 08:41:56,133 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-635 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:41:58,708 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-634 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:41:58,709 INFO [20260714_083538_f51194] agent.conversation_loop: API call #29: model=default provider=custom in=85810 out=152 total=85962 latency=2.7s
2026-07-14 08:41:58,727 INFO [20260714_083538_f51194] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=29/50 budget=29/50 tool_turns=28 last_msg_role=assistant response_len=465 session=20260714_083538_f51194
2026-07-14 08:41:58,746 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=ThreadPoolExecutor-26_0:135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:41:58,800 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:41:58,880 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 08:41:58,905 INFO [20260714_083538_f51194] agent.turn_context: conversation turn: session=20260714_083538_f51194 model=default provider=custom platform=subagent history=68 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 08:41:58,956 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-636 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:41:59,209 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-635 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:41:59,210 INFO [20260714_083539_abb25a] agent.conversation_loop: API call #22: model=default provider=custom in=54238 out=538 total=54776 latency=3.1s
2026-07-14 08:41:59,242 INFO [20260714_083539_abb25a] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=22/50 budget=22/50 tool_turns=21 last_msg_role=assistant response_len=1042 session=20260714_083539_abb25a
2026-07-14 08:41:59,262 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=ThreadPoolExecutor-26_1:135523934926528 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:41:59,333 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:41:59,453 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 08:41:59,483 INFO [20260714_083539_abb25a] agent.turn_context: conversation turn: session=20260714_083539_abb25a model=default provider=custom platform=subagent history=50 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 08:41:59,516 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-637 (_call):135523934926528 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:41:59,524 INFO gateway.run: Watch pattern notification — injecting for telegram chat=-1003707758328 thread=18
2026-07-14 08:41:59,565 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='[ASYNC DELEGATION BATCH COMPLETE — deleg_17a13142] A background fan-out of 2 sub' reply_to_id=None reply_to_text=''
2026-07-14 08:41:59,737 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 08:41:59,820 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=175 msg='[NN Vo] [ASYNC DELEGATION BATCH COMPLETE — deleg_17a13142] A background fan-out ...'
2026-07-14 08:41:59,842 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260710_094439_1cb443b1)
2026-07-14 08:41:59,890 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-638 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:42:00,379 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-636 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:42:00,379 INFO [20260714_083538_f51194] agent.conversation_loop: API call #1: model=default provider=custom in=79695 out=24 total=79719 latency=1.5s
2026-07-14 08:42:00,463 INFO [20260714_083538_f51194] agent.tool_executor: tool skill_view completed (0.08s, 57761 chars)
2026-07-14 08:42:00,501 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-639 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:42:01,458 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-637 (_call):135523934926528 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:42:01,461 INFO [20260714_083539_abb25a] agent.conversation_loop: API call #1: model=default provider=custom in=50441 out=267 total=50708 latency=2.0s
2026-07-14 08:42:01,491 WARNING [20260714_083539_abb25a] agent.tool_executor: Tool skill_manage returned error (0.03s): {"success": false, "error": "Refusing background curator patch for skill 'hermes-kanban': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, or s
2026-07-14 08:42:01,528 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-640 (_call):135523934926528 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:42:17,930 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-638 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:42:17,931 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #72: model=default provider=custom in=121810 out=623 total=122433 latency=18.1s
2026-07-14 08:42:17,956 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=52 last_msg_role=assistant response_len=1845 session=20260710_094439_1cb443b1
2026-07-14 08:42:17,980 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=18.4s api_calls=1 response=1845 chars
2026-07-14 08:42:18,020 INFO gateway.platforms.base: [Telegram] Sending response (1845 chars) to -1003707758328
2026-07-14 08:42:19,238 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-640 (_call):135523934926528 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:42:19,240 INFO [20260714_083539_abb25a] agent.conversation_loop: API call #2: model=default provider=custom in=50868 out=20 total=50888 latency=17.7s
2026-07-14 08:42:19,308 INFO [20260714_083539_abb25a] agent.tool_executor: tool skill_view completed (0.07s, 57761 chars)
2026-07-14 08:42:19,339 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-641 (_call):135523934926528 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:42:19,862 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-639 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:42:19,864 INFO [20260714_083538_f51194] agent.conversation_loop: API call #2: model=default provider=custom in=95004 out=788 total=95792 latency=19.4s
2026-07-14 08:42:19,946 WARNING [20260714_083538_f51194] agent.tool_executor: Tool skill_manage returned error (0.08s): {"success": false, "error": "Skill 'software-development/hermes-kanban' not found in active profile 'default'. Use skills_list() to see available skills."}
2026-07-14 08:42:19,980 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-642 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:42:20,306 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-641 (_call):135523934926528 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:42:20,306 INFO [20260714_083539_abb25a] agent.conversation_loop: API call #3: model=default provider=custom in=66085 out=0 total=66085 latency=1.0s cache=48894/66085 (74%)
2026-07-14 08:42:20,307 INFO [20260714_083539_abb25a] agent.conversation_loop: Empty response after tool calls — nudging model to continue processing
2026-07-14 08:42:20,339 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-643 (_call):135523934926528 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:42:20,895 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-642 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:42:20,896 INFO [20260714_083538_f51194] agent.conversation_loop: API call #3: model=default provider=custom in=95841 out=10 total=95851 latency=0.9s cache=89718/95841 (94%)
2026-07-14 08:42:20,938 INFO [20260714_083538_f51194] agent.tool_executor: tool skills_list completed (0.04s, 17551 chars)
2026-07-14 08:42:20,971 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-644 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:43:08,229 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-644 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:43:08,230 INFO [20260714_083538_f51194] agent.conversation_loop: API call #4: model=default provider=custom in=100436 out=24 total=100460 latency=47.3s cache=93809/100436 (93%)
2026-07-14 08:43:08,288 INFO [20260714_083538_f51194] agent.tool_executor: tool skill_view completed (0.05s, 4372 chars)
2026-07-14 08:43:08,322 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-645 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:43:10,206 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-645 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:43:10,207 INFO [20260714_083538_f51194] agent.conversation_loop: API call #5: model=default provider=custom in=101584 out=922 total=102506 latency=1.9s cache=93808/101584 (92%)
2026-07-14 08:43:10,269 WARNING [20260714_083538_f51194] agent.tool_executor: Tool skill_manage returned error (0.06s): {"success": false, "error": "Skill 'devops:hermes-profile-management' not found in active profile 'default'. Use skills_list() to see available skills."}
2026-07-14 08:43:10,306 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-646 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:43:25,600 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-643 (_call):135523934926528 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:43:25,601 INFO [20260714_083539_abb25a] agent.conversation_loop: API call #4: model=default provider=custom in=66113 out=2122 total=68235 latency=65.3s cache=61110/66113 (92%)
2026-07-14 08:43:25,637 INFO [20260714_083539_abb25a] agent.tool_executor: tool skill_manage completed (0.03s, 532 chars)
2026-07-14 08:43:25,668 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-647 (_call):135523934926528 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:43:29,388 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-646 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:43:29,388 INFO [20260714_083538_f51194] agent.conversation_loop: API call #6: model=default provider=custom in=102555 out=21 total=102576 latency=19.1s
2026-07-14 08:43:29,453 INFO [20260714_083538_f51194] agent.tool_executor: tool skill_view completed (0.06s, 22683 chars)
2026-07-14 08:43:29,489 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-648 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:43:46,220 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-647 (_call):135523934926528 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:43:46,221 INFO [20260714_083539_abb25a] agent.conversation_loop: API call #5: model=default provider=custom in=67228 out=158 total=67386 latency=20.6s
2026-07-14 08:43:46,226 INFO [20260714_083539_abb25a] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=5/16 budget=5/16 tool_turns=24 last_msg_role=assistant response_len=479 session=20260714_083539_abb25a
2026-07-14 08:43:46,230 INFO [20260714_083539_abb25a] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:43:46,407 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-648 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:43:46,408 INFO [20260714_083538_f51194] agent.conversation_loop: API call #7: model=default provider=custom in=108922 out=785 total=109707 latency=16.9s cache=97904/108922 (90%)
2026-07-14 08:43:46,467 WARNING [20260714_083538_f51194] agent.tool_executor: Tool skill_manage returned error (0.05s): {"success": false, "error": "Skill 'operate:kanban-bootstrap' not found in active profile 'default'. Use skills_list() to see available skills."}

[Tool loop warning: same_tool_failure_warning; count=
2026-07-14 08:43:46,504 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-649 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:44:03,489 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-649 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:44:03,490 INFO [20260714_083538_f51194] agent.conversation_loop: API call #8: model=default provider=custom in=109871 out=840 total=110711 latency=17.0s cache=101982/109871 (93%)
2026-07-14 08:44:04,598 WARNING [20260714_083538_f51194] agent.tool_executor: Tool skill_manage returned error (1.10s): {"success": false, "error": "Could not find a match for old_string in the file\n\nDid you mean one of these sections?\n 293| ```\n 294| \n 295| ### Phase B: Create board structure\n 296| ```bash\n 297
2026-07-14 08:44:04,637 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-650 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:45:36,574 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-650 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:45:36,577 INFO [20260714_083538_f51194] agent.conversation_loop: API call #9: model=default provider=custom in=102618 out=389 total=103007 latency=92.0s
2026-07-14 08:45:36,631 INFO [20260714_083538_f51194] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=9/16 budget=9/16 tool_turns=36 last_msg_role=assistant response_len=1278 session=20260714_083538_f51194
2026-07-14 08:45:36,636 INFO [20260714_083538_f51194] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:46:19,931 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (196 chars)
2026-07-14 08:46:19,949 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='Task t_20ac74b6 tôi vẫn thấy tồn tại https://github.com/nhivo2504/ceo-ai-os/blob' reply_to_id=18 reply_to_text=''
2026-07-14 08:46:20,170 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 08:46:20,282 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=177 msg='[NN Vo] Task t_20ac74b6 tôi vẫn thấy tồn tại https://github.com/nhivo2504/ceo-ai...'
2026-07-14 08:46:20,366 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260710_094439_1cb443b1)
2026-07-14 08:46:20,443 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-651 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:47:33,437 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-651 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:47:33,438 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #73: model=default provider=custom in=112519 out=548 total=113067 latency=73.0s
2026-07-14 08:47:33,525 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool read_file returned error (0.06s): {"content": "", "total_lines": 0, "file_size": 0, "truncated": false, "is_binary": false, "is_image": false, "error": "File not found: /opt/ai-os/products/ceo/profiles/it-ai/SOUL.md"}
2026-07-14 08:47:34,657 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.12s, 736 chars)
2026-07-14 08:47:35,704 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.04s, 100 chars)
2026-07-14 08:47:35,751 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-656 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:48:17,273 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-656 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:48:17,274 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #74: model=default provider=custom in=113245 out=1601 total=114846 latency=41.5s
2026-07-14 08:48:19,477 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (2.18s, 302 chars)
2026-07-14 08:48:19,526 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-658 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:49:37,708 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-658 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:49:37,709 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #75: model=default provider=custom in=113598 out=288 total=113886 latency=78.2s cache=110080/113598 (97%)
2026-07-14 08:49:37,807 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.08s, 625 chars)
2026-07-14 08:49:38,855 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.04s, 86 chars)
2026-07-14 08:49:38,914 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-661 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:49:51,291 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-661 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:49:51,293 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #76: model=default provider=custom in=114100 out=352 total=114452 latency=12.4s cache=111616/114100 (98%)
2026-07-14 08:49:51,313 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool read_file returned error (0.00s): {"error": "Symlink loop from '/opt/ai-os/products/ceo/profiles/it-ai/config.yaml'"}
2026-07-14 08:49:51,375 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-662 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:50:01,476 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-662 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:50:01,478 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #77: model=default provider=custom in=114488 out=564 total=115052 latency=10.1s cache=112128/114488 (98%)
2026-07-14 08:50:01,772 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.26s, 446 chars)
2026-07-14 08:50:03,073 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.28s, 445 chars)
2026-07-14 08:50:04,358 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.26s, 446 chars)
2026-07-14 08:50:04,422 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-666 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:50:23,125 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-666 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:50:23,125 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #78: model=default provider=custom in=115263 out=367 total=115630 latency=18.7s cache=112128/115263 (97%)
2026-07-14 08:50:23,148 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=6/60 budget=6/60 tool_turns=57 last_msg_role=assistant response_len=1162 session=20260710_094439_1cb443b1
2026-07-14 08:50:23,197 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=243.2s api_calls=6 response=1162 chars
2026-07-14 08:50:23,225 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:50:23,240 INFO gateway.platforms.base: [Telegram] Sending response (1162 chars) to -1003707758328
2026-07-14 08:50:23,342 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 08:50:23,369 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=193 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 08:50:23,428 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-667 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:50:58,043 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-667 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:50:58,045 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1: model=default provider=custom in=116735 out=1209 total=117944 latency=34.6s
2026-07-14 08:50:58,170 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.07s): {"success": false, "error": "Skill 'autonomous-ai-agents/hermes-agent' not found in active profile 'default'. Use skills_list() to see available skills. Create it first with action='create'."}
2026-07-14 08:50:59,240 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.07s): {"success": false, "error": "Skill 'autonomous-ai-agents/hermes-agent' not found in active profile 'default'. Use skills_list() to see available skills."}
2026-07-14 08:50:59,293 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-668 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:51:08,537 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-668 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:51:08,539 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #2: model=default provider=custom in=117901 out=105 total=118006 latency=9.3s cache=114176/117901 (97%)
2026-07-14 08:51:08,599 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skills_list completed (0.05s, 1467 chars)
2026-07-14 08:51:08,649 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-669 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:51:27,327 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-669 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:51:27,328 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #3: model=default provider=custom in=118349 out=1151 total=119500 latency=18.7s cache=115712/118349 (98%)
2026-07-14 08:51:27,340 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.01s): {"success": false, "error": "Refusing background curator write_file for bundled skill 'hermes-agent'."}

[Tool loop warning: same_tool_failure_warning; count=3; skill_manage has failed 3 times this tu
2026-07-14 08:51:28,347 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.00s): {"success": false, "error": "Refusing background curator patch for bundled skill 'hermes-agent'."}

[Tool loop warning: same_tool_failure_warning; count=4; skill_manage has failed 4 times this turn. T
2026-07-14 08:51:28,398 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-670 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:51:39,155 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-670 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:51:39,156 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #4: model=default provider=custom in=119771 out=322 total=120093 latency=10.8s cache=116224/119771 (97%)
2026-07-14 08:51:39,165 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/16 budget=4/16 tool_turns=60 last_msg_role=assistant response_len=747 session=20260710_094439_1cb443b1
2026-07-14 08:51:39,175 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:53:01,243 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Cached user photo at /root/.hermes/cache/images/img_bda8c769a381.jpg
2026-07-14 08:53:02,045 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing photo batch agent:main:telegram:group:-1003707758328:18:photo-burst with 1 image(s)
2026-07-14 08:53:02,057 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='vậy vịec các repo profile này vẫn tồn tại trên github thì sao' reply_to_id=18 reply_to_text=''
2026-07-14 08:53:02,192 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 08:53:02,279 INFO gateway.run: Image routing: text (mode=text). Pre-analyzing 1 image(s) via vision_analyze.
2026-07-14 08:53:02,279 INFO tools.vision_tools: Analyzing image: /root/.hermes/cache/images/img_bda8c769a381.jpg
2026-07-14 08:53:02,279 INFO tools.vision_tools: User prompt: Describe everything visible in this image in thorough detail. Include any text, code, data, objects,
2026-07-14 08:53:02,286 INFO tools.vision_tools: Image ready (55.7 KB)
2026-07-14 08:53:02,286 INFO tools.vision_tools: Converting image to base64...
2026-07-14 08:53:02,288 INFO tools.vision_tools: Image converted to base64 (74.3 KB)
2026-07-14 08:53:02,288 INFO tools.vision_tools: Processing image with vision model...
2026-07-14 08:54:17,835 INFO tools.vision_tools: Image analysis completed (1999 characters)
2026-07-14 08:54:17,899 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=194 msg="[The user sent an image~ Here's what I can see: This image displays a list of so..."
2026-07-14 08:54:17,923 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260710_094439_1cb443b1)
2026-07-14 08:54:17,965 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-671 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:54:28,045 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-671 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:54:28,046 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #79: model=default provider=custom in=136443 out=583 total=137026 latency=10.1s cache=124928/136443 (92%)
2026-07-14 08:54:30,452 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (2.39s, 292 chars)
2026-07-14 08:54:30,460 INFO [20260710_094439_1cb443b1] agent.conversation_compression: context compression started: session=20260710_094439_1cb443b1 messages=196 tokens=~136,443 model=default focus=None
2026-07-14 08:54:30,504 INFO [20260710_094439_1cb443b1] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-14 08:58:45,467 INFO [20260710_094439_1cb443b1] agent.conversation_compression: context compression done: session=20260710_094439_1cb443b1 messages=196->44 rough_tokens=~64,225 awaiting_real_usage=true
2026-07-14 08:58:45,517 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-673 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:58:55,516 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-673 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:58:55,518 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #80: model=default provider=custom in=70263 out=654 total=70917 latency=10.0s cache=2688/70263 (4%)
2026-07-14 08:58:57,978 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (2.39s, 7908 chars)
2026-07-14 08:58:58,020 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-675 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:59:17,351 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-675 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 08:59:17,353 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #81: model=default provider=custom in=73907 out=1951 total=75858 latency=19.4s cache=68224/73907 (92%)
2026-07-14 08:59:17,383 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=3/60 tool_turns=13 last_msg_role=assistant response_len=1065 session=20260710_094439_1cb443b1
2026-07-14 08:59:17,437 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=375.4s api_calls=3 response=1065 chars
2026-07-14 08:59:17,474 INFO gateway.platforms.base: [Telegram] Sending response (1065 chars) to -1003707758328
2026-07-14 09:01:57,186 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (127 chars)
2026-07-14 09:01:57,204 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='done, tôi đã xóa thủ công 5 repo profile. update cho tôi các task kanban và tạo ' reply_to_id=18 reply_to_text=''
2026-07-14 09:01:57,378 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 09:01:57,446 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=47 msg='[NN Vo] done, tôi đã xóa thủ công 5 repo profile. update cho tôi các task kanban...'
2026-07-14 09:01:57,492 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-676 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:02:05,105 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-676 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:02:05,108 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #82: model=default provider=custom in=74365 out=650 total=75015 latency=7.6s cache=71808/74365 (97%)
2026-07-14 09:02:05,144 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool todo completed (0.00s, 479 chars)
2026-07-14 09:02:08,747 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (2.59s, 12802 chars)
2026-07-14 09:02:08,795 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-678 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:02:27,519 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-678 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:02:27,520 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #83: model=default provider=custom in=79921 out=1695 total=81616 latency=18.7s cache=72320/79921 (90%)
2026-07-14 09:02:27,698 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool write_file completed (0.16s, 235 chars)
2026-07-14 09:02:28,731 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.02s, 47 chars)
2026-07-14 09:02:28,774 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-687 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:02:40,417 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-687 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:02:40,419 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #84: model=default provider=custom in=80563 out=1159 total=81722 latency=11.7s cache=77824/80563 (97%)
2026-07-14 09:02:44,028 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (3.59s, 357 chars)
2026-07-14 09:02:45,045 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool cronjob returned error (0.00s): {"error": "Script path must be relative to ~/.hermes/scripts/. Got absolute or home-relative path: '/root/.hermes/scripts/git-auto-sync.sh'. Place scripts in ~/.hermes/scripts/ and use just the filena
2026-07-14 09:02:45,085 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-689 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:02:47,176 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-689 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:02:47,177 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #85: model=default provider=custom in=79857 out=377 total=80234 latency=2.1s
2026-07-14 09:02:49,596 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (2.40s, 242 chars)
2026-07-14 09:02:50,630 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool cronjob completed (0.01s, 887 chars)
2026-07-14 09:02:50,666 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-691 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:02:57,198 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-691 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:02:57,199 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #86: model=default provider=custom in=79345 out=996 total=80341 latency=6.5s
2026-07-14 09:02:57,222 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool todo completed (0.00s, 483 chars)
2026-07-14 09:02:57,252 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-692 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:02:59,402 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-692 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:02:59,404 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #87: model=default provider=custom in=80331 out=0 total=80331 latency=2.2s cache=73301/80331 (91%)
2026-07-14 09:02:59,415 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Empty follow-up after tool calls — using prior turn content as final response
2026-07-14 09:02:59,429 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=fallback_prior_turn_content model=default api_calls=6/60 budget=6/60 tool_turns=18 last_msg_role=assistant response_len=1260 session=20260710_094439_1cb443b1
2026-07-14 09:02:59,467 INFO gateway.run: Suppressing normal final send for session agent:main:telegram:group:-1003707758328:18: final delivery already confirmed (streamed=True previewed=True content_delivered=False).
2026-07-14 09:02:59,468 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=62.3s api_calls=6 response=1260 chars
2026-07-14 09:15:54,659 WARNING gateway.run: Unrecognized slash command /cron from telegram — replying with unknown-command notice
2026-07-14 09:15:54,661 INFO gateway.platforms.base: [Telegram] Sending response (130 chars) to -1003707758328
2026-07-14 09:16:04,137 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (128 chars)
2026-07-14 09:16:04,155 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg="Unknown command /cron. Type /commands to see what's available, or resend without" reply_to_id=18 reply_to_text=''
2026-07-14 09:16:04,365 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 09:16:04,472 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=63 msg="[NN Vo] Unknown command /cron. Type /commands to see what's available, or resend..."
2026-07-14 09:16:04,596 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-693 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:16:06,300 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-693 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:16:06,301 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #88: model=default provider=custom in=79125 out=161 total=79286 latency=1.7s
2026-07-14 09:16:06,346 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=18 last_msg_role=assistant response_len=537 session=20260710_094439_1cb443b1
2026-07-14 09:16:06,404 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=2.2s api_calls=1 response=537 chars
2026-07-14 09:16:06,443 INFO gateway.platforms.base: [Telegram] Sending response (537 chars) to -1003707758328
2026-07-14 09:17:25,152 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (239 chars)
2026-07-14 09:17:25,180 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='ko có cách nào để giao tiếp với skill hay agent bằng slash command sao? ví dụ tô' reply_to_id=18 reply_to_text=''
2026-07-14 09:17:25,375 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 09:17:25,451 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=65 msg='[NN Vo] ko có cách nào để giao tiếp với skill hay agent bằng slash command sao? ...'
2026-07-14 09:17:25,511 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-694 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:17:53,013 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-694 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:17:53,014 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #89: model=default provider=custom in=79352 out=1145 total=80497 latency=27.5s
2026-07-14 09:18:05,464 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (12.42s, 237 chars)
2026-07-14 09:18:06,641 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool terminal returned error (0.08s): {"output": "python3: can't open file '/opt/ai-os/products/ceo/lib/handoff.py': [Errno 2] No such file or directory", "exit_code": 2, "error": null}
2026-07-14 09:18:06,693 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-697 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:18:10,741 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-697 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:18:10,743 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #90: model=default provider=custom in=82753 out=280 total=83033 latency=4.1s
2026-07-14 09:18:10,767 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=19 last_msg_role=assistant response_len=904 session=20260710_094439_1cb443b1
2026-07-14 09:18:10,807 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=45.6s api_calls=2 response=904 chars
2026-07-14 09:18:10,845 INFO gateway.platforms.base: [Telegram] Sending response (904 chars) to -1003707758328
2026-07-14 09:20:54,063 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (78 chars)
2026-07-14 09:20:54,075 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='trong url có hướng dẫn mà tự làm đi  đúng rồi /kanban create task giao cho r-d' reply_to_id=18 reply_to_text=''
2026-07-14 09:20:54,231 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 09:20:54,333 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=70 msg='[NN Vo] trong url có hướng dẫn mà tự làm đi  đúng rồi /kanban create task giao c...'
2026-07-14 09:20:54,393 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-698 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:20:58,955 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-698 (_call):135523892963008 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:20:58,956 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #91: model=default provider=custom in=83059 out=443 total=83502 latency=4.6s
2026-07-14 09:20:59,020 INFO [20260710_094439_1cb443b1] tools.browser_tool: Started inactivity cleanup thread (timeout: 120s)
2026-07-14 09:20:59,031 INFO [20260710_094439_1cb443b1] tools.browser_tool: Created local browser session h_3f9fe3a950 for task 20260710_094439_1cb443b1
2026-07-14 09:21:11,314 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool browser_navigate completed (12.34s, 8900 chars)
2026-07-14 09:21:11,361 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-699 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:21:31,385 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-699 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:21:31,386 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #92: model=default provider=custom in=83402 out=135 total=83537 latency=20.0s
2026-07-14 09:21:32,480 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool browser_click completed (1.03s, 37 chars)
2026-07-14 09:21:32,527 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-700 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:21:33,906 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-700 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:21:33,906 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #93: model=default provider=custom in=83526 out=14 total=83540 latency=1.4s cache=77362/83526 (93%)
2026-07-14 09:21:35,025 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool browser_snapshot completed (1.11s, 8435 chars)
2026-07-14 09:21:35,061 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-701 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:22:58,753 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-701 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:22:58,754 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #94: model=default provider=custom in=86182 out=19 total=86201 latency=83.7s
2026-07-14 09:22:59,988 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool browser_click completed (1.20s, 37 chars)
2026-07-14 09:23:00,041 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-702 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:23:17,305 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-702 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:23:17,307 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #95: model=default provider=custom in=86306 out=73 total=86379 latency=17.3s
2026-07-14 09:23:18,672 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool browser_snapshot completed (1.33s, 8339 chars)
2026-07-14 09:23:18,726 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-703 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:23:21,200 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-703 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:23:21,201 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #96: model=default provider=custom in=88820 out=94 total=88914 latency=2.5s cache=81447/88820 (92%)
2026-07-14 09:23:22,271 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool browser_click completed (1.04s, 37 chars)
2026-07-14 09:23:22,307 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-704 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:23:41,185 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-704 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:23:41,185 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #97: model=default provider=custom in=89019 out=32 total=89051 latency=18.9s
2026-07-14 09:23:42,357 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool browser_snapshot completed (1.15s, 8339 chars)
2026-07-14 09:23:42,403 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-705 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:24:05,607 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-705 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:24:05,608 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #98: model=default provider=custom in=91536 out=258 total=91794 latency=23.2s
2026-07-14 09:24:07,316 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[525245]
2026-07-14 09:24:07,411 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (1.78s, 166 chars)
2026-07-14 09:24:07,453 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-707 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:24:26,834 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-707 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:24:26,835 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #99: model=default provider=custom in=91849 out=111 total=91960 latency=19.4s cache=85519/91849 (93%)
2026-07-14 09:24:26,929 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.06s, 3337 chars)
2026-07-14 09:24:26,970 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-709 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:24:45,720 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-709 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:24:45,721 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #100: model=default provider=custom in=93093 out=503 total=93596 latency=18.8s cache=85520/93093 (92%)
2026-07-14 09:24:45,832 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.08s, 236 chars)
2026-07-14 09:24:45,877 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-711 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:25:09,722 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-711 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:25:09,723 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #101: model=default provider=custom in=86817 out=278 total=87095 latency=23.9s
2026-07-14 09:25:10,524 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.78s, 90 chars)
2026-07-14 09:25:10,565 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-713 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:25:59,132 INFO tools.browser_tool: Cleaning up inactive session for task: 20260710_094439_1cb443b1 (inactive for 137s)
2026-07-14 09:26:07,558 INFO gateway.run: kanban dispatcher [nv-office]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-14 09:26:08,805 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-713 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:26:08,806 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #102: model=default provider=custom in=87140 out=401 total=87541 latency=58.3s cache=84480/87140 (97%)
2026-07-14 09:26:08,827 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=12/60 budget=12/60 tool_turns=30 last_msg_role=assistant response_len=1299 session=20260710_094439_1cb443b1
2026-07-14 09:26:08,866 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=314.8s api_calls=12 response=1299 chars
2026-07-14 09:26:08,886 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:26:08,906 INFO gateway.platforms.base: [Telegram] Sending response (1299 chars) to -1003707758328
2026-07-14 09:26:08,972 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 09:26:08,997 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=94 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 09:26:09,042 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-714 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:27:07,640 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[525501]
2026-07-14 09:27:07,680 INFO gateway.run: kanban dispatcher [nv-office]: spawned=1 reclaimed=0 crashed=1 timed_out=0 promoted=0 auto_blocked=0
2026-07-14 09:28:07,772 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[525512]
2026-07-14 09:29:19,782 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-714 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:29:19,785 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1: model=default provider=custom in=100522 out=3583 total=104105 latency=190.8s cache=7680/100522 (8%)
2026-07-14 09:29:20,071 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skills_list completed (0.24s, 18390 chars)
2026-07-14 09:29:20,115 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-715 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:31:50,492 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-715 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:31:50,493 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #2: model=default provider=custom in=105437 out=974 total=106411 latency=150.4s cache=98432/105437 (93%)
2026-07-14 09:31:50,881 INFO agent.tool_executor: tool skill_view completed (0.38s, 15680 chars)
2026-07-14 09:31:50,889 INFO agent.tool_executor: tool skill_view completed (0.39s, 58039 chars)
2026-07-14 09:31:50,899 INFO agent.tool_executor: tool skill_view completed (0.40s, 4372 chars)
2026-07-14 09:31:50,937 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-716 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:32:27,063 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-716 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:32:27,064 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #3: model=default provider=custom in=127640 out=3031 total=130671 latency=36.1s cache=103424/127640 (81%)
2026-07-14 09:32:27,078 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.01s): {"success": false, "error": "Refusing background curator patch for skill 'hermes-profile-management': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SK
2026-07-14 09:32:28,085 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.01s): {"success": false, "error": "Refusing background curator patch for skill 'hermes-profile-management': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SK
2026-07-14 09:32:29,109 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.02s): {"success": false, "error": "Refusing background curator patch for skill 'hermes-kanban': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, or s
2026-07-14 09:32:29,152 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-717 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:33:46,745 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-717 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:33:46,749 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #4: model=default provider=custom in=129702 out=289 total=129991 latency=77.6s cache=125568/129702 (97%)
2026-07-14 09:33:46,954 INFO agent.tool_executor: tool skill_view completed (0.19s, 4372 chars)
2026-07-14 09:33:46,970 INFO agent.tool_executor: tool skill_view completed (0.21s, 58039 chars)
2026-07-14 09:33:47,026 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-718 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:33:59,431 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-718 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:33:59,432 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #5: model=default provider=custom in=146727 out=939 total=147666 latency=12.4s cache=127616/146727 (87%)
2026-07-14 09:33:59,450 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.01s): {"success": false, "error": "Refusing background curator patch for skill 'hermes-profile-management': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SK
2026-07-14 09:33:59,493 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-719 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:34:06,389 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-719 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:34:06,392 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #6: model=default provider=custom in=147504 out=497 total=148001 latency=6.9s cache=144640/147504 (98%)
2026-07-14 09:34:06,554 INFO agent.tool_executor: tool skill_view completed (0.16s, 4372 chars)
2026-07-14 09:34:06,560 INFO agent.tool_executor: tool skill_view completed (0.16s, 58039 chars)
2026-07-14 09:34:06,603 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-720 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:34:15,688 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-720 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:34:15,691 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #7: model=default provider=custom in=164529 out=1164 total=165693 latency=9.1s cache=145408/164529 (88%)
2026-07-14 09:34:15,704 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.01s): {"success": false, "error": "Refusing background curator patch for skill 'hermes-profile-management': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SK
2026-07-14 09:34:15,761 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-721 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:34:38,582 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-721 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:34:38,584 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #8: model=default provider=custom in=165813 out=1909 total=167722 latency=22.8s cache=162432/165813 (98%)
2026-07-14 09:34:38,710 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.08s, 4372 chars)
2026-07-14 09:34:39,728 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.02s, 546 chars)
2026-07-14 09:34:39,777 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-722 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:34:44,126 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-722 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:34:44,126 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #9: model=default provider=custom in=167741 out=150 total=167891 latency=4.4s cache=163712/167741 (98%)
2026-07-14 09:34:44,295 INFO agent.tool_executor: tool skill_view completed (0.16s, 4791 chars)
2026-07-14 09:34:44,317 INFO agent.tool_executor: tool skill_view completed (0.18s, 58039 chars)
2026-07-14 09:34:44,366 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-723 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:34:54,254 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-723 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:34:54,255 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #10: model=default provider=custom in=184905 out=1075 total=185980 latency=9.9s cache=165632/184905 (90%)
2026-07-14 09:34:54,282 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.02s): {"success": false, "error": "Found 2 matches for old_string. Provide more context to make it unique, or use replace_all=True.", "file_preview": "---\nname: hermes-profile-management\ndescription: Mana
2026-07-14 09:34:55,310 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.02s): {"success": false, "error": "Refusing background curator patch for skill 'hermes-kanban': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, or s
2026-07-14 09:34:55,354 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-724 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:35:00,708 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-724 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:35:00,710 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #11: model=default provider=custom in=186290 out=145 total=186435 latency=5.4s cache=182784/186290 (98%)
2026-07-14 09:35:00,878 INFO agent.tool_executor: tool skill_view completed (0.16s, 58039 chars)
2026-07-14 09:35:00,887 INFO agent.tool_executor: tool skill_view completed (0.17s, 4791 chars)
2026-07-14 09:35:00,939 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-725 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:35:09,740 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-725 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:35:09,742 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #12: model=default provider=custom in=203442 out=1125 total=204567 latency=8.8s cache=184192/203442 (91%)
2026-07-14 09:35:09,771 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.02s): {"success": false, "error": "Found 2 matches for old_string. Provide more context to make it unique, or use replace_all=True.", "file_preview": "---\nname: hermes-profile-management\ndescription: Mana
2026-07-14 09:35:10,796 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.02s): {"success": false, "error": "Refusing background curator patch for skill 'hermes-kanban': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, or s
2026-07-14 09:35:10,842 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-726 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:35:15,917 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-726 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:35:15,918 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #13: model=default provider=custom in=205047 out=313 total=205360 latency=5.1s cache=202496/205047 (99%)
2026-07-14 09:35:16,101 INFO agent.tool_executor: tool skill_view completed (0.18s, 4791 chars)
2026-07-14 09:35:16,119 INFO agent.tool_executor: tool skill_view completed (0.19s, 58039 chars)
2026-07-14 09:35:16,175 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-727 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:35:25,764 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-727 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:35:25,766 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #14: model=default provider=custom in=222199 out=1264 total=223463 latency=9.6s cache=203008/222199 (91%)
2026-07-14 09:35:25,830 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.06s, 4791 chars)
2026-07-14 09:35:26,846 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.01s, 543 chars)
2026-07-14 09:35:27,906 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.06s, 58039 chars)
2026-07-14 09:35:28,940 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.03s, 378 chars)
2026-07-14 09:35:28,989 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-728 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:35:40,084 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-728 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:35:40,086 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #15: model=default provider=custom in=240766 out=764 total=241530 latency=11.1s cache=220160/240766 (91%)
2026-07-14 09:35:40,095 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=15/16 budget=15/16 tool_turns=44 last_msg_role=assistant response_len=1019 session=20260710_094439_1cb443b1
2026-07-14 09:35:40,100 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:46:48,144 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (719 chars)
2026-07-14 09:46:48,159 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='xác nhận cho tôi bạn đã có skill deep research chưa? nếu chưa, kiểm tra  nếu có,' reply_to_id=12 reply_to_text=''
2026-07-14 09:46:48,467 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 09:46:48,591 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_0:135524911138496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:46:48,701 INFO [20260710_094439_1cb443b1] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 09:46:48,745 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=170 msg='[NN Vo] xác nhận cho tôi bạn đã có skill deep research chưa? nếu chưa, kiểm tra ...'
2026-07-14 09:46:48,823 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-729 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:46:53,008 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-729 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:46:53,010 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=94007 out=195 total=94202 latency=4.2s cache=90624/94007 (96%)
2026-07-14 09:46:53,208 INFO agent.tool_executor: tool skills_list completed (0.16s, 1163 chars)
2026-07-14 09:46:53,239 INFO agent.tool_executor: tool skill_view completed (0.20s, 3406 chars)
2026-07-14 09:46:53,326 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-730 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:47:03,683 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-730 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:47:03,685 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=95748 out=869 total=96617 latency=10.4s cache=91904/95748 (96%)
2026-07-14 09:47:52,127 INFO gateway.run: Image cache cleanup: removed 3 stale file(s)
2026-07-14 09:52:33,963 INFO [20260712_081412_654c5f58] agent.tool_executor: tool clarify completed (330.26s, 378 chars)
2026-07-14 09:52:34,053 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-731 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:52:34,418 INFO hermes_plugins.telegram_platform.adapter: Telegram clarify button resolved (id=92332bf597, choice='Phase 2 scan trước để biết nguồn nào có sẵn', user=NN Vo)
2026-07-14 09:52:36,096 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-731 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:52:36,098 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #3: model=default provider=custom in=85818 out=298 total=86116 latency=2.1s
2026-07-14 09:52:36,164 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=3/60 tool_turns=59 last_msg_role=assistant response_len=1012 session=20260712_081412_654c5f58
2026-07-14 09:52:36,184 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=348.0s api_calls=3 response=1012 chars
2026-07-14 09:52:36,223 INFO gateway.platforms.base: [Telegram] Sending response (1012 chars) to -1003707758328
2026-07-14 09:53:23,847 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (92 chars)
2026-07-14 09:53:23,860 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='ko, tôi cần nhiều subagent chạy các workflow đồng thời cho mỗi quốc gia, rồi báo' reply_to_id=12 reply_to_text=''
2026-07-14 09:53:23,985 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 09:53:24,056 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=177 msg='[NN Vo] ko, tôi cần nhiều subagent chạy các workflow đồng thời cho mỗi quốc gia,...'
2026-07-14 09:53:24,124 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-732 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:53:27,804 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-732 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:53:27,806 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #4: model=default provider=custom in=84945 out=282 total=85227 latency=3.7s
2026-07-14 09:53:27,860 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.04s, 141 chars)
2026-07-14 09:53:29,853 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.98s, 90 chars)
2026-07-14 09:53:29,897 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-735 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:53:33,224 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-735 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:53:33,225 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #5: model=default provider=custom in=85720 out=460 total=86180 latency=3.3s cache=81071/85720 (95%)
2026-07-14 09:53:36,234 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (2.99s, 273 chars)
2026-07-14 09:53:36,282 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-737 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:53:38,823 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-737 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:53:38,824 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #6: model=default provider=custom in=86504 out=526 total=87030 latency=2.6s
2026-07-14 09:53:38,892 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_0:135524911138496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:53:38,980 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 09:53:39,079 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_0:135524911138496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:53:39,170 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 09:53:39,256 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_0:135524911138496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:53:39,348 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 09:53:39,384 INFO [20260712_081412_654c5f58] tools.async_delegation: Dispatched async delegation batch deleg_d80606c8 (3 task(s), session_key=agent:main:telegram:group:-1003707758328:12)
2026-07-14 09:53:39,384 INFO [20260712_081412_654c5f58] agent.tool_executor: tool delegate_task completed (0.54s, 511 chars)
2026-07-14 09:53:39,393 INFO [20260714_095338_b822ec] agent.turn_context: conversation turn: session=20260714_095338_b822ec model=default provider=custom platform=subagent history=0 msg='Nghiên cứu đối sánh Thái Lan - scan Phase 2'
2026-07-14 09:53:39,426 INFO [20260714_095339_f409d3] agent.turn_context: conversation turn: session=20260714_095339_f409d3 model=default provider=custom platform=subagent history=0 msg='Nghiên cứu đối sánh Malaysia - scan Phase 2'
2026-07-14 09:53:39,454 INFO [20260714_095339_2daefc] agent.turn_context: conversation turn: session=20260714_095339_2daefc model=default provider=custom platform=subagent history=0 msg='Nghiên cứu đối sánh Trung Quốc - scan Phase 2'
2026-07-14 09:53:39,492 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-741 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:53:45,263 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-741 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:53:45,264 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #7: model=default provider=custom in=87632 out=223 total=87855 latency=5.8s
2026-07-14 09:53:46,769 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-742 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:53:46,802 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-743 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:53:46,808 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-744 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:53:46,863 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_0:135524911138496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:53:46,977 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 09:53:47,081 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_0:135524911138496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:53:47,176 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 09:53:47,223 INFO [20260712_081412_654c5f58] tools.async_delegation: Dispatched async delegation batch deleg_b08503cd (2 task(s), session_key=agent:main:telegram:group:-1003707758328:12)
2026-07-14 09:53:47,224 INFO [20260712_081412_654c5f58] agent.tool_executor: tool delegate_task completed (0.45s, 464 chars)
2026-07-14 09:53:47,258 INFO [20260714_095347_e8bc68] agent.turn_context: conversation turn: session=20260714_095347_e8bc68 model=default provider=custom platform=subagent history=0 msg='Nghiên cứu đối sánh Indonesia - scan Phase 2'
2026-07-14 09:53:47,272 INFO [20260714_095346_09c557] agent.turn_context: conversation turn: session=20260714_095346_09c557 model=default provider=custom platform=subagent history=0 msg='Nghiên cứu đối sánh Singapore - scan Phase 2'
2026-07-14 09:53:47,308 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-747 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:53:47,448 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-748 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:53:47,458 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-749 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:53:49,215 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-742 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:53:49,216 INFO [20260714_095338_b822ec] agent.conversation_loop: API call #1: model=default provider=custom in=14560 out=140 total=14700 latency=2.5s
2026-07-14 09:53:49,274 INFO [20260714_095338_b822ec] agent.tool_executor: tool terminal completed (0.03s, 45 chars)
2026-07-14 09:53:49,298 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-751 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:53:49,669 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-744 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:53:49,671 INFO [20260714_095339_f409d3] agent.conversation_loop: API call #1: model=default provider=custom in=14557 out=240 total=14797 latency=2.9s
2026-07-14 09:53:49,714 INFO [20260714_095339_f409d3] agent.tool_executor: tool terminal completed (0.02s, 45 chars)
2026-07-14 09:53:49,737 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-753 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:04,592 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-743 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:04,593 INFO [20260714_095339_2daefc] agent.conversation_loop: API call #1: model=default provider=custom in=14755 out=256 total=15011 latency=17.8s
2026-07-14 09:54:05,027 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-747 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:05,028 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #8: model=default provider=custom in=86846 out=344 total=87190 latency=17.8s
2026-07-14 09:54:05,063 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=5/60 budget=5/60 tool_turns=63 last_msg_role=assistant response_len=1014 session=20260712_081412_654c5f58
2026-07-14 09:54:05,105 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=41.2s api_calls=5 response=1014 chars
2026-07-14 09:54:05,145 INFO gateway.platforms.base: [Telegram] Sending response (1014 chars) to -1003707758328
2026-07-14 09:54:05,454 INFO [20260714_095339_2daefc] agent.tool_executor: tool search_files completed (0.84s, 18 chars)
2026-07-14 09:54:05,477 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-757 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:05,754 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-751 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:05,755 INFO [20260714_095338_b822ec] agent.conversation_loop: API call #2: model=default provider=custom in=14810 out=148 total=14958 latency=16.5s
2026-07-14 09:54:05,966 INFO [20260714_095338_b822ec] agent.tool_executor: tool search_files completed (0.19s, 18 chars)
2026-07-14 09:54:06,003 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-761 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:07,747 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-753 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:07,748 INFO [20260714_095339_f409d3] agent.conversation_loop: API call #2: model=default provider=custom in=14807 out=122 total=14929 latency=18.0s
2026-07-14 09:54:07,846 INFO [20260714_095339_f409d3] agent.tool_executor: tool search_files completed (0.08s, 18 chars)
2026-07-14 09:54:07,879 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-765 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:10,566 INFO gateway.run: kanban dispatcher [nv-office]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-14 09:54:20,104 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-748 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:20,106 INFO [20260714_095346_09c557] agent.conversation_loop: API call #1: model=default provider=custom in=14753 out=312 total=15065 latency=32.7s
2026-07-14 09:54:20,243 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-749 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:20,244 INFO [20260714_095347_e8bc68] agent.conversation_loop: API call #1: model=default provider=custom in=14753 out=221 total=14974 latency=32.8s
2026-07-14 09:54:20,306 INFO [20260714_095346_09c557] agent.tool_executor: tool search_files completed (0.18s, 18 chars)
2026-07-14 09:54:20,334 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-771 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:20,393 INFO [20260714_095347_e8bc68] agent.tool_executor: tool search_files completed (0.14s, 18 chars)
2026-07-14 09:54:20,432 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-773 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:21,730 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-761 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:21,732 INFO [20260714_095338_b822ec] agent.conversation_loop: API call #3: model=default provider=custom in=14851 out=82 total=14933 latency=15.8s cache=8093/14851 (54%)
2026-07-14 09:54:22,987 INFO [20260714_095338_b822ec] agent.tool_executor: tool search_files completed (1.23s, 2726 chars)
2026-07-14 09:54:23,017 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-776 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:24,348 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-765 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:24,350 INFO [20260714_095339_f409d3] agent.conversation_loop: API call #3: model=default provider=custom in=14859 out=187 total=15046 latency=16.5s
2026-07-14 09:54:24,471 INFO [20260714_095339_f409d3] agent.tool_executor: tool search_files completed (0.09s, 81 chars)
2026-07-14 09:54:24,495 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-779 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:27,162 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-757 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:27,164 INFO [20260714_095339_2daefc] agent.conversation_loop: API call #2: model=default provider=custom in=14798 out=516 total=15314 latency=21.7s
2026-07-14 09:54:27,212 INFO [20260714_095339_2daefc] agent.tool_executor: tool terminal completed (0.03s, 45 chars)
2026-07-14 09:54:27,244 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-781 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:31,480 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-771 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:31,481 INFO [20260714_095346_09c557] agent.conversation_loop: API call #2: model=default provider=custom in=15008 out=131 total=15139 latency=11.2s cache=1792/15008 (12%)
2026-07-14 09:54:31,488 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-779 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:31,490 INFO [20260714_095339_f409d3] agent.conversation_loop: API call #4: model=default provider=custom in=15219 out=153 total=15372 latency=7.0s cache=1792/15219 (12%)
2026-07-14 09:54:31,698 INFO agent.tool_executor: tool search_files completed (0.16s, 18 chars)
2026-07-14 09:54:31,831 INFO agent.tool_executor: tool read_file completed (0.30s, 100557 chars)
2026-07-14 09:54:31,861 INFO agent.tool_executor: tool search_files completed (0.31s, 18 chars)
2026-07-14 09:54:31,925 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-794 (_call):135522752079552 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:32,025 INFO agent.tool_executor: tool search_files completed (0.47s, 2726 chars)
2026-07-14 09:54:32,066 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-795 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:32,179 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-776 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:32,180 INFO [20260714_095338_b822ec] agent.conversation_loop: API call #4: model=default provider=custom in=16459 out=216 total=16675 latency=9.2s cache=1792/16459 (11%)
2026-07-14 09:54:32,228 INFO agent.tool_executor: tool session_search completed (0.03s, 143 chars)
2026-07-14 09:54:32,311 INFO agent.tool_executor: tool search_files completed (0.11s, 518 chars)
2026-07-14 09:54:32,386 INFO agent.tool_executor: tool search_files completed (0.19s, 18 chars)
2026-07-14 09:54:32,422 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-801 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:32,535 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-773 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:32,537 INFO [20260714_095347_e8bc68] agent.conversation_loop: API call #2: model=default provider=custom in=15006 out=224 total=15230 latency=12.1s cache=1792/15006 (12%)
2026-07-14 09:54:32,625 INFO agent.tool_executor: tool search_files completed (0.08s, 18 chars)
2026-07-14 09:54:32,638 INFO agent.tool_executor: tool search_files completed (0.09s, 18 chars)
2026-07-14 09:54:32,666 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-808 (_call):135522777257664 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:34,588 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-808 (_call):135522777257664 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:34,589 INFO [20260714_095347_e8bc68] agent.conversation_loop: API call #3: model=default provider=custom in=15196 out=78 total=15274 latency=1.9s cache=12928/15196 (85%)
2026-07-14 09:54:34,644 INFO [20260714_095347_e8bc68] agent.tool_executor: tool terminal completed (0.03s, 1231 chars)
2026-07-14 09:54:34,675 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-810 (_call):135522777257664 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:34,725 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-801 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:34,726 INFO [20260714_095338_b822ec] agent.conversation_loop: API call #5: model=default provider=custom in=16873 out=156 total=17029 latency=2.3s cache=14336/16873 (85%)
2026-07-14 09:54:34,896 INFO agent.tool_executor: tool search_files completed (0.15s, 18 chars)
2026-07-14 09:54:34,972 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-795 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:34,973 INFO [20260714_095346_09c557] agent.conversation_loop: API call #3: model=default provider=custom in=16436 out=293 total=16729 latency=2.9s cache=12928/16436 (79%)
2026-07-14 09:54:35,079 INFO agent.tool_executor: tool search_files completed (0.33s, 2726 chars)
2026-07-14 09:54:35,124 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-822 (_call):135522760472256 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:35,141 INFO agent.tool_executor: tool search_files completed (0.14s, 103 chars)
2026-07-14 09:54:35,356 INFO agent.tool_executor: tool search_files completed (0.36s, 7592 chars)
2026-07-14 09:54:35,493 INFO agent.tool_executor: tool search_files completed (0.50s, 7592 chars)
2026-07-14 09:54:35,539 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-823 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:36,808 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-794 (_call):135522752079552 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:36,808 INFO [20260714_095339_f409d3] agent.conversation_loop: API call #5: model=default provider=custom in=47738 out=268 total=48006 latency=4.9s cache=13184/47738 (28%)
2026-07-14 09:54:37,116 INFO [20260714_095339_f409d3] agent.tool_executor: tool search_files completed (0.19s, 18 chars)
2026-07-14 09:54:37,169 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-827 (_call):135522752079552 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:37,391 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-810 (_call):135522777257664 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:37,392 INFO [20260714_095347_e8bc68] agent.conversation_loop: API call #4: model=default provider=custom in=15685 out=223 total=15908 latency=2.7s cache=13184/15685 (84%)
2026-07-14 09:54:37,507 INFO agent.tool_executor: tool search_files completed (0.08s, 18 chars)
2026-07-14 09:54:37,509 INFO agent.tool_executor: tool search_files completed (0.08s, 18 chars)
2026-07-14 09:54:37,545 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-834 (_call):135522777257664 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:38,251 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-822 (_call):135522760472256 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:38,252 INFO [20260714_095338_b822ec] agent.conversation_loop: API call #6: model=default provider=custom in=18315 out=267 total=18582 latency=3.1s cache=14848/18315 (81%)
2026-07-14 09:54:38,365 INFO [20260714_095338_b822ec] agent.tool_executor: tool search_files completed (0.09s, 81 chars)
2026-07-14 09:54:38,554 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-823 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:38,555 INFO [20260714_095346_09c557] agent.conversation_loop: API call #4: model=default provider=custom in=23307 out=267 total=23574 latency=3.0s cache=14336/23307 (62%)
2026-07-14 09:54:38,668 INFO agent.tool_executor: tool search_files completed (0.09s, 18 chars)
2026-07-14 09:54:38,670 INFO agent.tool_executor: tool search_files completed (0.10s, 18 chars)
2026-07-14 09:54:38,719 INFO agent.tool_executor: tool read_file completed (0.15s, 100557 chars)
2026-07-14 09:54:38,792 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-847 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:39,411 INFO [20260714_095338_b822ec] agent.tool_executor: tool terminal completed (0.04s, 2190 chars)
2026-07-14 09:54:39,552 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-834 (_call):135522777257664 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:39,553 INFO [20260714_095347_e8bc68] agent.conversation_loop: API call #5: model=default provider=custom in=15894 out=100 total=15994 latency=2.0s cache=13568/15894 (85%)
2026-07-14 09:54:39,604 INFO [20260714_095347_e8bc68] agent.tool_executor: tool terminal completed (0.04s, 45 chars)
2026-07-14 09:54:39,637 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-850 (_call):135522777257664 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:40,287 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-827 (_call):135522752079552 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:40,287 INFO [20260714_095339_f409d3] agent.conversation_loop: API call #6: model=default provider=custom in=47882 out=242 total=48124 latency=3.1s cache=45696/47882 (95%)
2026-07-14 09:54:40,395 INFO agent.tool_executor: tool search_files completed (0.09s, 18 chars)
2026-07-14 09:54:40,409 INFO agent.tool_executor: tool search_files completed (0.11s, 628 chars)
2026-07-14 09:54:40,448 INFO [20260714_095338_b822ec] agent.tool_executor: tool terminal completed (0.02s, 205 chars)
2026-07-14 09:54:40,479 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-860 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:40,497 INFO agent.tool_executor: tool search_files completed (0.19s, 18 chars)
2026-07-14 09:54:40,540 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-861 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:41,447 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (51 chars)
2026-07-14 09:54:41,467 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tôi thấy hermes kanban log t_8d626a61 đang bị block' reply_to_id=18 reply_to_text=''
2026-07-14 09:54:41,615 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 09:54:41,707 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=94 msg='[NN Vo] tôi thấy hermes kanban log t_8d626a61 đang bị block'
2026-07-14 09:54:41,772 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-862 (_call):135522752079552 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:42,518 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-850 (_call):135522777257664 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:42,519 INFO [20260714_095347_e8bc68] agent.conversation_loop: API call #6: model=default provider=custom in=15991 out=187 total=16178 latency=2.9s cache=13824/15991 (86%)
2026-07-14 09:54:42,786 WARNING tools.skills_tool: Skill name collision for 'research': 5 candidates — /root/.hermes/skills/research/SKILL.md; /root/.hermes/skills/research-codex-en/research/SKILL.md; /root/.hermes/skills/research-codex-zh/research/SKILL.md; /root/.hermes/skills/research-en/research/SKILL.md; /root/.hermes/skills/research-zh/research/SKILL.md
2026-07-14 09:54:42,787 INFO agent.tool_executor: tool skill_view failed (0.25s): {"success": false, "error": "Ambiguous skill name 'research': 5 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", "matches
2026-07-14 09:54:42,790 WARNING tools.skills_tool: Skill name collision for 'research-deep': 5 candidates — /root/.hermes/skills/research-deep/SKILL.md; /root/.hermes/skills/research-codex-en/research-deep/SKILL.md; /root/.hermes/skills/research-codex-zh/research-deep/SKILL.md; /root/.hermes/skills/research-en/research-deep/SKILL.md; /root/.hermes/skills/research-zh/research-deep/SKILL.md
2026-07-14 09:54:42,790 INFO agent.tool_executor: tool skill_view failed (0.25s): {"success": false, "error": "Ambiguous skill name 'research-deep': 5 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", "ma
2026-07-14 09:54:42,793 WARNING [20260714_095347_e8bc68] agent.tool_executor: Tool skill_view returned error (0.25s): {"success": false, "error": "Ambiguous skill name 'research': 5 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", "matches
2026-07-14 09:54:42,801 WARNING [20260714_095347_e8bc68] agent.tool_executor: Tool skill_view returned error (0.25s): {"success": false, "error": "Ambiguous skill name 'research-deep': 5 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", "ma
2026-07-14 09:54:42,834 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-863 (_call):135522760472256 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:42,921 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-860 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:42,923 INFO [20260714_095338_b822ec] agent.conversation_loop: API call #7: model=default provider=custom in=19613 out=178 total=19791 latency=2.5s cache=16256/19613 (83%)
2026-07-14 09:54:42,959 INFO [20260714_095338_b822ec] agent.tool_executor: tool terminal completed (0.02s, 249 chars)
2026-07-14 09:54:43,531 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-847 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:43,532 INFO [20260714_095346_09c557] agent.conversation_loop: API call #5: model=default provider=custom in=55941 out=393 total=56334 latency=4.8s cache=21248/55941 (38%)
2026-07-14 09:54:43,558 INFO agent.tool_executor: tool session_search completed (0.01s, 131 chars)
2026-07-14 09:54:43,604 INFO agent.tool_executor: tool search_files completed (0.06s, 103 chars)
2026-07-14 09:54:43,691 INFO agent.tool_executor: tool search_files completed (0.15s, 18 chars)
2026-07-14 09:54:43,737 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-870 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:43,872 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-861 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:43,873 INFO [20260714_095339_f409d3] agent.conversation_loop: API call #7: model=default provider=custom in=48348 out=190 total=48538 latency=3.4s cache=45824/48348 (95%)
2026-07-14 09:54:43,962 INFO [20260714_095339_f409d3] agent.tool_executor: tool search_files completed (0.08s, 18 chars)
2026-07-14 09:54:44,007 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-875 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:44,140 INFO [20260714_095338_b822ec] agent.tool_executor: tool read_file completed (0.17s, 100557 chars)
2026-07-14 09:54:44,192 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-879 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:45,152 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-862 (_call):135522752079552 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:45,154 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #103: model=default provider=custom in=99423 out=188 total=99611 latency=3.4s cache=78464/99423 (79%)
2026-07-14 09:54:45,966 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.78s, 2286 chars)
2026-07-14 09:54:46,014 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-881 (_call):135522752079552 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:46,638 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-879 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:46,639 INFO [20260714_095338_b822ec] agent.conversation_loop: API call #8: model=default provider=custom in=48162 out=589 total=48751 latency=2.5s
2026-07-14 09:54:46,662 INFO [20260714_095338_b822ec] agent.tool_executor: tool todo completed (0.00s, 322 chars)
2026-07-14 09:54:46,698 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-882 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:47,318 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-870 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:47,320 INFO [20260714_095346_09c557] agent.conversation_loop: API call #6: model=default provider=custom in=53202 out=608 total=53810 latency=3.6s
2026-07-14 09:54:47,372 INFO [20260714_095346_09c557] agent.tool_executor: tool terminal completed (0.04s, 45 chars)
2026-07-14 09:54:47,398 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-884 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:47,469 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-863 (_call):135522760472256 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:47,470 INFO [20260714_095347_e8bc68] agent.conversation_loop: API call #7: model=default provider=custom in=15856 out=493 total=16349 latency=4.7s
2026-07-14 09:54:47,516 INFO [20260714_095347_e8bc68] agent.tool_executor: tool terminal completed (0.03s, 45 chars)
2026-07-14 09:54:47,547 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-886 (_call):135522760472256 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:48,301 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-886 (_call):135522760472256 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:48,303 INFO [20260714_095347_e8bc68] agent.conversation_loop: API call #8: model=default provider=custom in=16100 out=46 total=16146 latency=0.8s cache=8071/16100 (50%)
2026-07-14 09:54:48,341 INFO [20260714_095347_e8bc68] agent.tool_executor: tool terminal completed (0.02s, 45 chars)
2026-07-14 09:54:48,367 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-888 (_call):135522760472256 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:49,247 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-888 (_call):135522760472256 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:49,247 INFO [20260714_095347_e8bc68] agent.conversation_loop: API call #9: model=default provider=custom in=16169 out=45 total=16214 latency=0.9s cache=12103/16169 (75%)
2026-07-14 09:54:49,301 INFO [20260714_095347_e8bc68] agent.tool_executor: tool terminal completed (0.03s, 45 chars)
2026-07-14 09:54:49,326 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-890 (_call):135522760472256 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:49,400 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-882 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:49,401 INFO [20260714_095338_b822ec] agent.conversation_loop: API call #9: model=default provider=custom in=46149 out=100 total=46249 latency=2.7s cache=4046/46149 (9%)
2026-07-14 09:54:49,415 INFO [20260714_095338_b822ec] agent.tool_executor: tool todo completed (0.00s, 324 chars)
2026-07-14 09:54:49,445 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-891 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:52,050 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-881 (_call):135522752079552 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:52,052 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #104: model=default provider=custom in=99309 out=272 total=99581 latency=6.1s
2026-07-14 09:54:52,188 INFO agent.tool_executor: tool read_file completed (0.10s, 3912 chars)
2026-07-14 09:54:52,195 INFO agent.tool_executor: tool read_file completed (0.10s, 5076 chars)
2026-07-14 09:54:52,243 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-900 (_call):135522777257664 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:52,428 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-884 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:52,430 INFO [20260714_095346_09c557] agent.conversation_loop: API call #7: model=default provider=custom in=51210 out=284 total=51494 latency=5.0s
2026-07-14 09:54:52,551 INFO [20260714_095346_09c557] agent.tool_executor: tool write_file completed (0.11s, 336 chars)
2026-07-14 09:54:52,580 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-907 (_call):135522752079552 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:55,416 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-900 (_call):135522777257664 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:55,417 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #105: model=default provider=custom in=98640 out=1004 total=99644 latency=3.2s
2026-07-14 09:54:55,477 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.04s, 132 chars)
2026-07-14 09:54:56,698 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool patch completed (0.21s, 694 chars)
2026-07-14 09:54:57,896 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool patch completed (0.19s, 768 chars)
2026-07-14 09:54:58,979 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool patch returned error (0.08s): {"success": false, "error": "Could not find a match for old_string in the file\n\nDid you mean one of these sections?\n 142| ## Follow-up Commands\n 143| - `/research-add-items` - Supplement items\n 1
2026-07-14 09:54:59,020 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-926 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:59,417 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-907 (_call):135522752079552 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:54:59,417 INFO [20260714_095346_09c557] agent.conversation_loop: API call #8: model=default provider=custom in=51344 out=340 total=51684 latency=6.9s cache=12228/51344 (24%)
2026-07-14 09:55:00,013 INFO [20260714_095346_09c557] agent.tool_executor: tool terminal completed (0.58s, 167 chars)
2026-07-14 09:55:00,056 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-928 (_call):135522752079552 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:55:05,553 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-890 (_call):135522760472256 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:55:05,554 INFO [20260714_095347_e8bc68] agent.conversation_loop: API call #10: model=default provider=custom in=16237 out=39 total=16276 latency=16.2s cache=12099/16237 (75%)
2026-07-14 09:55:05,598 INFO [20260714_095347_e8bc68] agent.tool_executor: tool terminal completed (0.02s, 141 chars)
2026-07-14 09:55:05,626 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-930 (_call):135522760472256 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:55:06,117 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-926 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:55:06,118 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #106: model=default provider=custom in=100347 out=550 total=100897 latency=7.1s
2026-07-14 09:55:06,348 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool patch completed (0.20s, 678 chars)
2026-07-14 09:55:06,569 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-930 (_call):135522760472256 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:55:06,571 INFO [20260714_095347_e8bc68] agent.conversation_loop: API call #11: model=default provider=custom in=16356 out=38 total=16394 latency=1.0s cache=12095/16356 (74%)
2026-07-14 09:55:06,629 INFO [20260714_095347_e8bc68] agent.tool_executor: tool terminal completed (0.04s, 242 chars)
2026-07-14 09:55:06,656 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-940 (_call):135522760472256 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:55:07,390 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-928 (_call):135522752079552 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:55:07,392 INFO [20260714_095346_09c557] agent.conversation_loop: API call #9: model=default provider=custom in=51761 out=3060 total=54821 latency=7.4s cache=12227/51761 (24%)
2026-07-14 09:55:07,597 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool patch completed (0.24s, 681 chars)
2026-07-14 09:55:07,626 INFO [20260714_095346_09c557] agent.tool_executor: tool write_file completed (0.20s, 337 chars)
2026-07-14 09:55:07,664 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-955 (_call):135522752079552 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:55:09,796 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (1.18s, 529 chars)
2026-07-14 09:55:09,842 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-957 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:55:10,614 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-891 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:55:10,616 INFO [20260714_095338_b822ec] agent.conversation_loop: API call #10: model=default provider=custom in=46209 out=2608 total=48817 latency=21.2s cache=12220/46209 (26%)
2026-07-14 09:55:10,745 INFO gateway.run: kanban dispatcher [nv-office]: spawned=2 reclaimed=0 crashed=1 timed_out=0 promoted=0 auto_blocked=0
2026-07-14 09:55:10,817 INFO [20260714_095338_b822ec] agent.tool_executor: tool write_file completed (0.17s, 289 chars)
2026-07-14 09:55:10,849 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-964 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:55:17,242 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-955 (_call):135522752079552 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:55:17,247 INFO [20260714_095346_09c557] agent.conversation_loop: API call #10: model=default provider=custom in=61505 out=86 total=61591 latency=9.6s cache=53888/61505 (88%)
2026-07-14 09:55:17,356 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-940 (_call):135522760472256 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:55:17,357 INFO [20260714_095347_e8bc68] agent.conversation_loop: API call #12: model=default provider=custom in=17084 out=90 total=17174 latency=10.7s cache=13952/17084 (82%)
2026-07-14 09:55:17,414 INFO [20260714_095347_e8bc68] agent.tool_executor: tool terminal completed (0.03s, 193 chars)
2026-07-14 09:55:17,432 INFO [20260714_095346_09c557] agent.tool_executor: tool read_file completed (0.13s, 7104 chars)
2026-07-14 09:55:17,473 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-970 (_call):135522752079552 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:55:17,479 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-971 (_call):135522760472256 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:55:19,450 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-970 (_call):135522752079552 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:55:19,452 INFO [20260714_095347_e8bc68] agent.conversation_loop: API call #13: model=default provider=custom in=17251 out=90 total=17341 latency=2.0s cache=14976/17251 (87%)
2026-07-14 09:55:19,583 INFO [20260714_095347_e8bc68] agent.tool_executor: tool read_file completed (0.10s, 7104 chars)
2026-07-14 09:55:19,613 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-976 (_call):135522752079552 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:55:19,951 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-964 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:55:19,963 INFO [20260714_095338_b822ec] agent.conversation_loop: API call #11: model=default provider=custom in=56462 out=151 total=56613 latency=9.1s cache=17536/56462 (31%)
2026-07-14 09:55:20,087 INFO [20260714_095338_b822ec] agent.tool_executor: tool read_file completed (0.10s, 1138 chars)
2026-07-14 09:55:21,125 INFO [20260714_095338_b822ec] agent.tool_executor: tool terminal completed (0.03s, 113 chars)
2026-07-14 09:55:21,172 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-982 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:55:21,423 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-957 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:55:21,425 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #107: model=default provider=custom in=106686 out=425 total=107111 latency=11.6s cache=97408/106686 (91%)
2026-07-14 09:55:21,493 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool terminal returned error (0.04s): {"output": "lrwxrwxrwx 1 root root 52 Jul 14 06:39 /root/.hermes/profiles/r-and-d/config.yaml -> /opt/ai-os/products/ceo/profiles/r-and-d/config.yaml\n---\nlrwxrwxrwx 1 root root 52 Jul 14 06:39 /opt/
2026-07-14 09:55:21,544 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-984 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:55:23,065 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-971 (_call):135522760472256 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:55:23,069 INFO [20260714_095346_09c557] agent.conversation_loop: API call #11: model=default provider=custom in=64399 out=413 total=64812 latency=5.6s cache=59392/64399 (92%)
2026-07-14 09:55:23,073 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-976 (_call):135522752079552 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:55:23,075 INFO [20260714_095347_e8bc68] agent.conversation_loop: API call #14: model=default provider=custom in=20145 out=213 total=20358 latency=3.5s cache=15232/20145 (76%)
2026-07-14 09:55:23,112 INFO [20260714_095346_09c557] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=11/50 budget=11/50 tool_turns=10 last_msg_role=assistant response_len=1504 session=20260714_095346_09c557
2026-07-14 09:55:23,132 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=ThreadPoolExecutor-45_0:135523347699392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:55:23,150 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-985 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:55:23,731 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-982 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:55:23,733 INFO [20260714_095338_b822ec] agent.conversation_loop: API call #12: model=default provider=custom in=57112 out=140 total=57252 latency=2.6s cache=54400/57112 (95%)
2026-07-14 09:55:23,752 INFO [20260714_095338_b822ec] agent.tool_executor: tool todo completed (0.00s, 322 chars)
2026-07-14 09:55:23,783 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-986 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:55:26,647 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-985 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:55:26,649 INFO [20260714_095347_e8bc68] agent.conversation_loop: API call #15: model=default provider=custom in=20500 out=277 total=20777 latency=3.5s cache=18048/20500 (88%)
2026-07-14 09:55:26,738 INFO [20260714_095347_e8bc68] tools.browser_tool: Created local browser session h_a940e48444 for task sa-1-c946b75f
2026-07-14 09:55:28,247 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-984 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:55:28,248 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #108: model=default provider=custom in=107152 out=517 total=107669 latency=6.7s cache=104576/107152 (98%)
2026-07-14 09:55:28,460 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool read_file completed (0.18s, 452 chars)
2026-07-14 09:55:28,997 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-986 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:55:28,998 INFO [20260714_095338_b822ec] agent.conversation_loop: API call #13: model=default provider=custom in=57340 out=378 total=57718 latency=5.2s cache=55040/57340 (96%)
2026-07-14 09:55:29,028 INFO [20260714_095338_b822ec] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=13/50 budget=13/50 tool_turns=12 last_msg_role=assistant response_len=1475 session=20260714_095338_b822ec
2026-07-14 09:55:29,053 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=ThreadPoolExecutor-41_0:135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:55:30,149 INFO [20260714_095347_e8bc68] agent.tool_executor: tool browser_navigate completed (3.44s, 681 chars)
2026-07-14 09:55:30,256 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.78s, 290 chars)
2026-07-14 09:55:30,309 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-992 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:55:32,769 WARNING [20260714_095347_e8bc68] agent.tool_executor: Tool browser_navigate returned error (1.60s): {"success": false, "error": "Navigation failed: net::ERR_NAME_NOT_RESOLVED"}
2026-07-14 09:55:32,802 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-993 (_call):135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:55:34,589 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-781 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:55:34,590 INFO [20260714_095339_2daefc] agent.conversation_loop: API call #3: model=default provider=custom in=15115 out=285 total=15400 latency=67.4s cache=3200/15115 (21%)
2026-07-14 09:55:34,632 INFO agent.tool_executor: tool session_search completed (0.02s, 140 chars)
2026-07-14 09:55:34,697 INFO agent.tool_executor: tool search_files completed (0.08s, 18 chars)
2026-07-14 09:55:34,698 INFO agent.tool_executor: tool search_files completed (0.08s, 18 chars)
2026-07-14 09:55:34,734 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1000 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:55:35,905 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-992 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:55:35,907 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #109: model=default provider=custom in=108008 out=386 total=108394 latency=5.6s cache=105088/108008 (97%)
2026-07-14 09:55:35,944 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.02s, 70 chars)
2026-07-14 09:55:35,991 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1002 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:55:37,202 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1000 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:55:37,203 INFO [20260714_095339_2daefc] agent.conversation_loop: API call #4: model=default provider=custom in=15438 out=172 total=15610 latency=2.5s cache=13056/15438 (85%)
2026-07-14 09:55:37,224 INFO agent.tool_executor: tool session_search completed (0.00s, 164 chars)
2026-07-14 09:55:37,357 INFO agent.tool_executor: tool search_files completed (0.13s, 103 chars)
2026-07-14 09:55:37,393 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1005 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:55:39,343 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1005 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:55:39,345 INFO [20260714_095339_2daefc] agent.conversation_loop: API call #5: model=default provider=custom in=15696 out=119 total=15815 latency=2.0s cache=13312/15696 (85%)
2026-07-14 09:55:39,519 INFO [20260714_095339_2daefc] agent.tool_executor: tool read_file completed (0.15s, 100557 chars)
2026-07-14 09:55:39,603 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1010 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:55:41,783 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1002 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:55:41,784 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #110: model=default provider=custom in=108181 out=416 total=108597 latency=5.8s cache=105984/108181 (98%)
2026-07-14 09:55:41,933 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool read_file completed (0.12s, 452 chars)
2026-07-14 09:55:43,002 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.06s, 1942 chars)
2026-07-14 09:55:43,068 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1016 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:55:44,998 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1010 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:55:45,002 INFO [20260714_095339_2daefc] agent.conversation_loop: API call #6: model=default provider=custom in=48132 out=372 total=48504 latency=5.4s cache=13568/48132 (28%)
2026-07-14 09:55:45,041 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1017 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:55:48,029 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1017 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:55:48,033 INFO [20260714_095339_2daefc] agent.conversation_loop: API call #7: model=default provider=custom in=48658 out=133 total=48791 latency=3.0s cache=46080/48658 (95%)
2026-07-14 09:55:48,284 WARNING tools.skills_tool: Skill name collision for 'research': 5 candidates — /root/.hermes/skills/research/SKILL.md; /root/.hermes/skills/research-codex-en/research/SKILL.md; /root/.hermes/skills/research-codex-zh/research/SKILL.md; /root/.hermes/skills/research-en/research/SKILL.md; /root/.hermes/skills/research-zh/research/SKILL.md
2026-07-14 09:55:48,285 INFO agent.tool_executor: tool skill_view failed (0.21s): {"success": false, "error": "Ambiguous skill name 'research': 5 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", "matches
2026-07-14 09:55:48,345 INFO agent.tool_executor: tool skill_view failed (0.27s): {"success": false, "error": "Skill 'research-en' not found.", "available_skills": ["computer-use", "deploy-internal-dashboard", "dogfood", "onboarding", "research-add-fields", "research-add-items", "s
2026-07-14 09:55:48,347 WARNING [20260714_095339_2daefc] agent.tool_executor: Tool skill_view returned error (0.21s): {"success": false, "error": "Ambiguous skill name 'research': 5 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", "matches
2026-07-14 09:55:48,355 WARNING [20260714_095339_2daefc] agent.tool_executor: Tool skill_view returned error (0.27s): {"success": false, "error": "Skill 'research-en' not found.", "available_skills": ["computer-use", "deploy-internal-dashboard", "dogfood", "onboarding", "research-add-fields", "research-add-items", "s
2026-07-14 09:55:48,414 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1018 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:55:52,205 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1018 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:55:52,207 INFO [20260714_095339_2daefc] agent.conversation_loop: API call #8: model=default provider=custom in=41726 out=477 total=42203 latency=3.8s
2026-07-14 09:55:52,387 INFO [20260714_095339_2daefc] agent.tool_executor: tool write_file completed (0.15s, 329 chars)
2026-07-14 09:55:52,417 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1025 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:55:52,688 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1016 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:55:52,690 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #111: model=default provider=custom in=109466 out=753 total=110219 latency=9.6s cache=106112/109466 (97%)
2026-07-14 09:55:52,718 INFO agent.tool_executor: tool read_file failed (0.00s): {"error": "Symlink loop from '/opt/ai-os/products/ceo/profiles/it-ai/config.yaml'"}
2026-07-14 09:55:52,719 INFO agent.tool_executor: tool read_file failed (0.00s): {"error": "Symlink loop from '/opt/ai-os/products/ceo/profiles/grill-qa/config.yaml'"}
2026-07-14 09:55:52,723 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool read_file returned error (0.00s): {"error": "Symlink loop from '/opt/ai-os/products/ceo/profiles/it-ai/config.yaml'"}
2026-07-14 09:55:52,729 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool read_file returned error (0.00s): {"error": "Symlink loop from '/opt/ai-os/products/ceo/profiles/grill-qa/config.yaml'"}
2026-07-14 09:55:52,781 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1026 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:55:55,260 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1025 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:55:55,261 INFO [20260714_095339_2daefc] agent.conversation_loop: API call #9: model=default provider=custom in=45001 out=446 total=45447 latency=2.9s cache=8140/45001 (18%)
2026-07-14 09:55:55,304 INFO [20260714_095339_2daefc] tools.browser_tool: Created local browser session h_9e83cfa4e6 for task sa-1-1c610b0f
2026-07-14 09:55:59,477 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1026 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:55:59,480 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #112: model=default provider=custom in=107572 out=1149 total=108721 latency=6.7s cache=12205/107572 (11%)
2026-07-14 09:55:59,508 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool terminal returned error (0.00s): {"output": "", "exit_code": -1, "error": "Foreground command uses '&' backgrounding. Use terminal(background=true) for long-lived processes, then run health checks and tests in follow-up terminal call
2026-07-14 09:55:59,565 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1027 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:56:00,420 INFO [20260714_095339_2daefc] agent.tool_executor: tool browser_navigate completed (5.14s, 1086 chars)
2026-07-14 09:56:00,457 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1028 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:56:01,782 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1027 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:56:01,784 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #113: model=default provider=custom in=108407 out=319 total=108726 latency=2.2s cache=12205/108407 (11%)
2026-07-14 09:56:02,908 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1028 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:56:02,909 INFO [20260714_095339_2daefc] agent.conversation_loop: API call #10: model=default provider=custom in=42917 out=100 total=43017 latency=2.5s
2026-07-14 09:56:03,006 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (1.19s, 112 chars)
2026-07-14 09:56:03,054 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1030 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:56:06,065 INFO [20260714_095339_2daefc] agent.tool_executor: tool browser_navigate completed (3.14s, 770 chars)
2026-07-14 09:56:06,106 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1031 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:56:06,303 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1030 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:56:06,303 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #114: model=default provider=custom in=109211 out=118 total=109329 latency=3.3s
2026-07-14 09:56:06,427 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool read_file completed (0.10s, 13419 chars)
2026-07-14 09:56:06,478 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1036 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:56:07,540 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1031 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:56:07,541 INFO [20260714_095339_2daefc] agent.conversation_loop: API call #11: model=default provider=custom in=43474 out=82 total=43556 latency=1.5s
2026-07-14 09:56:09,026 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1036 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:56:09,028 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #115: model=default provider=custom in=110245 out=605 total=110850 latency=2.6s cache=93609/110245 (85%)
2026-07-14 09:56:09,590 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool execute_code completed (0.53s, 232 chars)
2026-07-14 09:56:09,649 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1040 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:56:10,952 INFO gateway.run: kanban dispatcher [nv-office]: spawned=1 reclaimed=0 crashed=2 timed_out=0 promoted=0 auto_blocked=1
2026-07-14 09:56:11,096 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1040 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:56:11,100 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #116: model=default provider=custom in=110929 out=244 total=111173 latency=1.5s cache=105817/110929 (95%)
2026-07-14 09:56:12,332 INFO [20260714_095339_2daefc] agent.tool_executor: tool browser_navigate completed (4.77s, 8318 chars)
2026-07-14 09:56:12,365 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1042 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:56:13,158 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (2.02s, 3301 chars)
2026-07-14 09:56:13,214 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1043 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:56:20,096 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-993 (_call):135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:56:20,097 INFO [20260714_095347_e8bc68] agent.conversation_loop: API call #16: model=default provider=custom in=20976 out=4739 total=25715 latency=47.3s cache=18432/20976 (88%)
2026-07-14 09:56:20,230 INFO [20260714_095347_e8bc68] agent.tool_executor: tool write_file completed (0.11s, 338 chars)
2026-07-14 09:56:20,255 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1050 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:56:23,919 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1050 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:56:23,920 INFO [20260714_095347_e8bc68] agent.conversation_loop: API call #17: model=default provider=custom in=22923 out=54 total=22977 latency=3.7s cache=12125/22923 (53%)
2026-07-14 09:56:23,954 INFO [20260714_095347_e8bc68] agent.tool_executor: tool terminal completed (0.02s, 174 chars)
2026-07-14 09:56:23,976 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1052 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:56:24,718 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1052 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:56:24,719 INFO [20260714_095347_e8bc68] agent.conversation_loop: API call #18: model=default provider=custom in=23049 out=36 total=23085 latency=0.8s cache=12123/23049 (53%)
2026-07-14 09:56:26,089 INFO [20260714_095347_e8bc68] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=18/50 budget=18/50 tool_turns=17 last_msg_role=assistant response_len=138 session=20260714_095347_e8bc68
2026-07-14 09:56:26,100 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=ThreadPoolExecutor-45_1:135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:56:26,155 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:56:26,232 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 09:56:26,253 INFO [20260714_095347_e8bc68] agent.turn_context: conversation turn: session=20260714_095347_e8bc68 model=default provider=custom platform=subagent history=41 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 09:56:26,276 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1053 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:56:26,630 INFO gateway.run: Watch pattern notification — injecting for telegram chat=-1003707758328 thread=12
2026-07-14 09:56:26,648 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='[ASYNC DELEGATION BATCH COMPLETE — deleg_b08503cd] A background fan-out of 2 sub' reply_to_id=None reply_to_text=''
2026-07-14 09:56:26,775 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 09:56:26,860 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=188 msg='[NN Vo] [ASYNC DELEGATION BATCH COMPLETE — deleg_b08503cd] A background fan-out ...'
2026-07-14 09:56:26,917 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1054 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:56:29,980 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1043 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:56:29,982 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #117: model=default provider=custom in=112803 out=240 total=113043 latency=16.8s cache=105823/112803 (94%)
2026-07-14 09:56:30,033 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.03s, 8289 chars)
2026-07-14 09:56:30,083 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1056 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:56:42,836 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (131 chars)
2026-07-14 09:56:43,125 INFO [20260712_081412_654c5f58] run_agent: OpenAI client aborted (stream_interrupt_abort, shared=False, tcp_force_closed=0, deferred_close=stranger_thread) thread=hermes-gateway_1:135523347699392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:56:43,127 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=interrupted_during_api_call model=default api_calls=1/60 budget=1/60 tool_turns=63 last_msg_role=user response_len=66 session=20260712_081412_654c5f58
2026-07-14 09:56:43,416 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=189 msg='[NN Vo] tại sao ko phải là 5 subagent cho 5 quốc gia để tránh overload? và sau k...'
2026-07-14 09:56:43,432 INFO [20260712_081412_654c5f58] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260712_081412_654c5f58)
2026-07-14 09:56:43,474 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1057 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:56:44,829 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1042 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:56:44,830 INFO [20260714_095339_2daefc] agent.conversation_loop: API call #12: model=default provider=custom in=45705 out=58 total=45763 latency=32.5s cache=12215/45705 (27%)
2026-07-14 09:56:45,896 INFO [20260714_095339_2daefc] agent.tool_executor: tool browser_type completed (1.05s, 65 chars)
2026-07-14 09:56:45,925 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1058 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:56:48,177 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1058 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:56:48,177 INFO [20260714_095339_2daefc] agent.conversation_loop: API call #13: model=default provider=custom in=53269 out=71 total=53340 latency=2.3s cache=46592/53269 (87%)
2026-07-14 09:56:49,047 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1053 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:56:49,048 INFO [20260714_095347_e8bc68] agent.conversation_loop: API call #1: model=default provider=custom in=26566 out=1046 total=27612 latency=22.8s cache=4224/26566 (16%)
2026-07-14 09:56:49,203 WARNING tools.skills_tool: Skill name collision for 'research': 5 candidates — /root/.hermes/skills/research/SKILL.md; /root/.hermes/skills/research-codex-en/research/SKILL.md; /root/.hermes/skills/research-codex-zh/research/SKILL.md; /root/.hermes/skills/research-en/research/SKILL.md; /root/.hermes/skills/research-zh/research/SKILL.md
2026-07-14 09:56:49,207 INFO agent.tool_executor: tool skill_view failed (0.15s): {"success": false, "error": "Ambiguous skill name 'research': 5 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", "matches
2026-07-14 09:56:49,268 INFO agent.tool_executor: tool skill_view failed (0.22s): {"success": false, "error": "Skill 'research-en' not found.", "available_skills": ["computer-use", "deploy-internal-dashboard", "dogfood", "onboarding", "research-add-fields", "research-add-items", "s
2026-07-14 09:56:49,269 INFO [20260714_095339_2daefc] agent.tool_executor: tool browser_press completed (1.07s, 37 chars)
2026-07-14 09:56:49,274 WARNING [20260714_095347_e8bc68] agent.tool_executor: Tool skill_view returned error (0.22s): {"success": false, "error": "Skill 'research-en' not found.", "available_skills": ["computer-use", "deploy-internal-dashboard", "dogfood", "onboarding", "research-add-fields", "research-add-items", "s
2026-07-14 09:56:49,274 WARNING [20260714_095347_e8bc68] agent.tool_executor: Tool skill_view returned error (0.15s): {"success": false, "error": "Ambiguous skill name 'research': 5 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", "matches
2026-07-14 09:56:49,319 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1060 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:56:49,326 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1059 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:56:51,424 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1060 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:56:51,425 INFO [20260714_095339_2daefc] agent.conversation_loop: API call #14: model=default provider=custom in=53412 out=47 total=53459 latency=2.1s cache=51200/53412 (96%)
2026-07-14 09:56:52,419 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1057 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:56:52,420 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #9: model=default provider=custom in=100158 out=750 total=100908 latency=9.0s cache=93696/100158 (94%)
2026-07-14 09:56:52,496 INFO agent.tool_executor: tool search_files completed (0.06s, 304 chars)
2026-07-14 09:56:52,510 INFO [20260714_095339_2daefc] agent.tool_executor: tool browser_snapshot completed (1.06s, 4382 chars)
2026-07-14 09:56:52,625 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1063 (_call):135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:56:54,358 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1059 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:56:54,359 INFO [20260714_095347_e8bc68] agent.conversation_loop: API call #2: model=default provider=custom in=26992 out=352 total=27344 latency=5.1s cache=24448/26992 (91%)
2026-07-14 09:56:54,566 INFO agent.tool_executor: tool skills_list completed (0.20s, 1163 chars)
2026-07-14 09:56:54,645 INFO agent.tool_executor: tool skill_view failed (0.28s): {"success": false, "error": "Skill 'research/add-fields' not found.", "available_skills": ["computer-use", "deploy-internal-dashboard", "dogfood", "onboarding", "research-add-fields", "research-add-it
2026-07-14 09:56:54,646 WARNING [20260714_095347_e8bc68] agent.tool_executor: Tool skill_view returned error (0.28s): {"success": false, "error": "Skill 'research/add-fields' not found.", "available_skills": ["computer-use", "deploy-internal-dashboard", "dogfood", "onboarding", "research-add-fields", "research-add-it
2026-07-14 09:56:54,680 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1064 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:56:55,164 INFO agent.tool_executor: tool session_search completed (2.73s, 17714 chars)
2026-07-14 09:56:55,243 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1065 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:56:56,072 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1063 (_call):135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:56:56,073 INFO [20260714_095339_2daefc] agent.conversation_loop: API call #15: model=default provider=custom in=54904 out=176 total=55080 latency=3.5s cache=51328/54904 (93%)
2026-07-14 09:56:58,580 INFO [20260714_095339_2daefc] agent.tool_executor: tool browser_navigate completed (2.49s, 494 chars)
2026-07-14 09:56:58,634 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1066 (_call):135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:01,859 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1066 (_call):135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:01,861 INFO [20260714_095339_2daefc] agent.conversation_loop: API call #16: model=default provider=custom in=55210 out=204 total=55414 latency=3.3s cache=52864/55210 (96%)
2026-07-14 09:57:02,068 INFO [20260714_095339_2daefc] agent.tool_executor: tool terminal completed (0.18s, 57 chars)
2026-07-14 09:57:02,119 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1068 (_call):135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:04,511 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1065 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:04,511 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #10: model=default provider=custom in=107207 out=742 total=107949 latency=9.3s cache=98048/107207 (91%)
2026-07-14 09:57:04,609 INFO [20260712_081412_654c5f58] agent.tool_executor: tool search_files completed (0.08s, 304 chars)
2026-07-14 09:57:04,999 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1068 (_call):135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:05,000 INFO [20260714_095339_2daefc] agent.conversation_loop: API call #17: model=default provider=custom in=55404 out=135 total=55539 latency=2.9s cache=53120/55404 (96%)
2026-07-14 09:57:05,112 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1064 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:05,113 INFO [20260714_095347_e8bc68] agent.conversation_loop: API call #3: model=default provider=custom in=27697 out=990 total=28687 latency=10.5s cache=24960/27697 (90%)
2026-07-14 09:57:05,210 INFO [20260714_095347_e8bc68] agent.tool_executor: tool skill_view completed (0.09s, 15312 chars)
2026-07-14 09:57:05,235 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1071 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:05,653 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.03s, 294 chars)
2026-07-14 09:57:05,714 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1073 (_call):135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:08,014 INFO [20260714_095339_2daefc] agent.tool_executor: tool browser_navigate completed (2.99s, 1110 chars)
2026-07-14 09:57:09,436 INFO [20260714_095339_2daefc] agent.tool_executor: tool terminal completed (0.40s, 48 chars)
2026-07-14 09:57:09,473 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1075 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:12,020 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1071 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:12,021 INFO [20260714_095347_e8bc68] agent.conversation_loop: API call #4: model=default provider=custom in=33810 out=570 total=34380 latency=6.8s cache=25600/33810 (76%)
2026-07-14 09:57:12,190 WARNING tools.skills_tool: Skill name collision for 'research-add-fields': 5 candidates — /root/.hermes/skills/research-add-fields/SKILL.md; /root/.hermes/skills/research-codex-en/research-add-fields/SKILL.md; /root/.hermes/skills/research-codex-zh/research-add-fields/SKILL.md; /root/.hermes/skills/research-en/research-add-fields/SKILL.md; /root/.hermes/skills/research-zh/research-add-fields/SKILL.md
2026-07-14 09:57:12,191 INFO agent.tool_executor: tool skill_view failed (0.17s): {"success": false, "error": "Ambiguous skill name 'research-add-fields': 5 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.
2026-07-14 09:57:12,201 WARNING tools.skills_tool: Skill name collision for 'research-add-items': 5 candidates — /root/.hermes/skills/research-add-items/SKILL.md; /root/.hermes/skills/research-codex-en/research-add-items/SKILL.md; /root/.hermes/skills/research-codex-zh/research-add-items/SKILL.md; /root/.hermes/skills/research-en/research-add-items/SKILL.md; /root/.hermes/skills/research-zh/research-add-items/SKILL.md
2026-07-14 09:57:12,204 INFO agent.tool_executor: tool skill_view failed (0.18s): {"success": false, "error": "Ambiguous skill name 'research-add-items': 5 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path."
2026-07-14 09:57:12,205 WARNING [20260714_095347_e8bc68] agent.tool_executor: Tool skill_view returned error (0.17s): {"success": false, "error": "Ambiguous skill name 'research-add-fields': 5 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.
2026-07-14 09:57:12,206 WARNING [20260714_095347_e8bc68] agent.tool_executor: Tool skill_view returned error (0.18s): {"success": false, "error": "Ambiguous skill name 'research-add-items': 5 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path."
2026-07-14 09:57:12,232 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1076 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:13,476 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1075 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:13,478 INFO [20260714_095339_2daefc] agent.conversation_loop: API call #18: model=default provider=custom in=55942 out=231 total=56173 latency=4.0s cache=53376/55942 (95%)
2026-07-14 09:57:18,293 INFO [20260714_095339_2daefc] agent.tool_executor: tool terminal completed (4.79s, 103 chars)
2026-07-14 09:57:21,820 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1073 (_call):135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:21,821 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #11: model=default provider=custom in=107688 out=1604 total=109292 latency=16.1s cache=105088/107688 (98%)
2026-07-14 09:57:21,915 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_1:135523347699392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:22,041 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 09:57:22,154 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_1:135523347699392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:22,253 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 09:57:22,285 INFO [20260714_095339_2daefc] agent.tool_executor: tool browser_navigate completed (2.98s, 2521 chars)
2026-07-14 09:57:22,359 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1078 (_call):135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:22,420 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_1:135523347699392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:22,518 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 09:57:22,552 INFO [20260712_081412_654c5f58] tools.async_delegation: Dispatched async delegation batch deleg_97788375 (3 task(s), session_key=agent:main:telegram:group:-1003707758328:12)
2026-07-14 09:57:22,552 INFO [20260712_081412_654c5f58] agent.tool_executor: tool delegate_task completed (0.70s, 562 chars)
2026-07-14 09:57:22,590 INFO [20260714_095721_ffab20] agent.turn_context: conversation turn: session=20260714_095721_ffab20 model=default provider=custom platform=subagent history=0 msg='[RESEARCH] Vietnam Tourism Measurement System - Phase 2 scan'
2026-07-14 09:57:22,613 INFO [20260714_095722_c5cd23] agent.turn_context: conversation turn: session=20260714_095722_c5cd23 model=default provider=custom platform=subagent history=0 msg='[RESEARCH] Thailand Tourism Measurement System - Phase 2 scan'
2026-07-14 09:57:22,626 INFO [20260714_095722_61f133] agent.turn_context: conversation turn: session=20260714_095722_61f133 model=default provider=custom platform=subagent history=0 msg='[RESEARCH] Malaysia Tourism Measurement System - Phase 2 scan'
2026-07-14 09:57:22,661 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1082 (_call):135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:22,835 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1083 (_call):135522760472256 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:22,842 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1084 (_call):135522752079552 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:22,870 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1085 (_call):135522743686848 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:25,373 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1078 (_call):135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:25,374 INFO [20260714_095339_2daefc] agent.conversation_loop: API call #19: model=default provider=custom in=57099 out=151 total=57250 latency=3.1s cache=53888/57099 (94%)
2026-07-14 09:57:25,550 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1085 (_call):135522743686848 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:25,551 INFO [20260714_095722_61f133] agent.conversation_loop: API call #1: model=default provider=custom in=14775 out=335 total=15110 latency=2.7s cache=8100/14775 (55%)
2026-07-14 09:57:25,606 INFO [20260714_095722_61f133] tools.browser_tool: Created local browser session h_a46c060269 for task sa-2-43e5d2f8
2026-07-14 09:57:25,615 INFO [20260714_095339_2daefc] agent.tool_executor: tool terminal completed (0.19s, 2306 chars)
2026-07-14 09:57:25,678 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1087 (_call):135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:26,527 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1084 (_call):135522752079552 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:26,527 INFO [20260714_095721_ffab20] agent.conversation_loop: API call #1: model=default provider=custom in=14776 out=513 total=15289 latency=3.7s
2026-07-14 09:57:26,549 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1083 (_call):135522760472256 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:26,550 INFO [20260714_095722_c5cd23] agent.conversation_loop: API call #1: model=default provider=custom in=14557 out=390 total=14947 latency=3.7s
2026-07-14 09:57:26,572 INFO [20260714_095721_ffab20] agent.tool_executor: tool terminal completed (0.03s, 45 chars)
2026-07-14 09:57:26,578 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1089 (_call):135522752079552 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:27,656 INFO [20260714_095721_ffab20] tools.browser_tool: Created local browser session h_09d8a3e04e for task sa-0-901828df
2026-07-14 09:57:28,807 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1082 (_call):135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:28,812 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #12: model=default provider=custom in=108633 out=461 total=109094 latency=6.2s cache=105600/108633 (97%)
2026-07-14 09:57:28,847 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/60 budget=4/60 tool_turns=66 last_msg_role=assistant response_len=1073 session=20260712_081412_654c5f58
2026-07-14 09:57:28,939 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=62.3s api_calls=4 response=1073 chars
2026-07-14 09:57:29,011 INFO gateway.platforms.base: [Telegram] Sending response (1073 chars) to -1003707758328
2026-07-14 09:57:29,414 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1087 (_call):135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:29,415 INFO [20260714_095339_2daefc] agent.conversation_loop: API call #20: model=default provider=custom in=55828 out=856 total=56684 latency=3.8s
2026-07-14 09:57:29,663 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1089 (_call):135522752079552 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:29,668 INFO [20260714_095722_c5cd23] agent.conversation_loop: API call #2: model=default provider=custom in=14736 out=197 total=14933 latency=3.1s
2026-07-14 09:57:29,746 INFO [20260714_095339_2daefc] agent.tool_executor: tool write_file completed (0.30s, 329 chars)
2026-07-14 09:57:29,931 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1096 (_call):135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:30,038 INFO [20260714_095722_c5cd23] agent.tool_executor: tool skills_list completed (0.31s, 1163 chars)
2026-07-14 09:57:30,090 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1097 (_call):135522752079552 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:31,313 INFO [20260714_095722_61f133] agent.tool_executor: tool browser_navigate completed (5.74s, 1036 chars)
2026-07-14 09:57:31,356 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1098 (_call):135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:32,042 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1097 (_call):135522752079552 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:32,043 INFO [20260714_095722_c5cd23] agent.conversation_loop: API call #3: model=default provider=custom in=15102 out=212 total=15314 latency=2.0s
2026-07-14 09:57:32,099 INFO [20260714_095722_c5cd23] agent.tool_executor: tool terminal completed (0.03s, 45 chars)
2026-07-14 09:57:32,134 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1100 (_call):135522752079552 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:32,570 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1098 (_call):135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:32,571 INFO [20260714_095722_61f133] agent.conversation_loop: API call #2: model=default provider=custom in=15312 out=187 total=15499 latency=1.2s
2026-07-14 09:57:32,610 INFO [20260714_095721_ffab20] agent.tool_executor: tool browser_navigate completed (5.03s, 1414 chars)
2026-07-14 09:57:32,640 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1101 (_call):135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:32,983 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1096 (_call):135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:32,984 INFO [20260714_095339_2daefc] agent.conversation_loop: API call #21: model=default provider=custom in=52003 out=466 total=52469 latency=3.2s cache=41412/52003 (80%)
2026-07-14 09:57:33,564 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1076 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:33,565 INFO [20260714_095347_e8bc68] agent.conversation_loop: API call #5: model=default provider=custom in=34298 out=2309 total=36607 latency=21.4s cache=31744/34298 (93%)
2026-07-14 09:57:33,600 INFO [20260714_095347_e8bc68] agent.tool_executor: tool skill_manage completed (0.03s, 223 chars)
2026-07-14 09:57:33,628 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1102 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:33,797 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1100 (_call):135522752079552 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:33,800 INFO [20260714_095722_c5cd23] agent.conversation_loop: API call #4: model=default provider=custom in=15538 out=319 total=15857 latency=1.7s
2026-07-14 09:57:34,098 INFO [20260714_095722_c5cd23] agent.tool_executor: tool terminal completed (0.26s, 48 chars)
2026-07-14 09:57:34,127 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1104 (_call):135522752079552 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:34,520 INFO [20260714_095339_2daefc] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=21/50 budget=21/50 tool_turns=20 last_msg_role=assistant response_len=2134 session=20260714_095339_2daefc
2026-07-14 09:57:34,570 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=ThreadPoolExecutor-41_1:135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:34,621 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:34,716 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 09:57:34,768 INFO [20260714_095339_2daefc] agent.turn_context: conversation turn: session=20260714_095339_2daefc model=default provider=custom platform=subagent history=50 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 09:57:34,802 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1105 (_call):135523934926528 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:35,230 INFO [20260714_095722_61f133] agent.tool_executor: tool browser_navigate completed (2.64s, 1051 chars)
2026-07-14 09:57:35,255 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1106 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:35,621 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1104 (_call):135522752079552 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:35,622 INFO [20260714_095722_c5cd23] agent.conversation_loop: API call #5: model=default provider=custom in=15883 out=163 total=16046 latency=1.5s cache=8094/15883 (51%)
2026-07-14 09:57:35,758 WARNING [20260714_095722_c5cd23] agent.tool_executor: Tool terminal returned error (0.12s): {"output": "Traceback (most recent call last):\n  File \"<string>\", line 1, in <module>\nModuleNotFoundError: No module named 'duckduckgo_search'", "exit_code": 1, "error": null}
2026-07-14 09:57:35,782 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1108 (_call):135522752079552 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:37,526 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1108 (_call):135522752079552 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:37,527 INFO [20260714_095722_c5cd23] agent.conversation_loop: API call #6: model=default provider=custom in=16105 out=47 total=16152 latency=1.8s cache=8092/16105 (50%)
2026-07-14 09:57:37,651 WARNING [20260714_095722_c5cd23] agent.tool_executor: Tool terminal returned error (0.07s): {"output": "Traceback (most recent call last):\n  File \"<string>\", line 1, in <module>\nModuleNotFoundError: No module named 'bs4'", "exit_code": 1, "error": null}
2026-07-14 09:57:37,676 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1110 (_call):135522752079552 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:40,247 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1110 (_call):135522752079552 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:40,248 INFO [20260714_095722_c5cd23] agent.conversation_loop: API call #7: model=default provider=custom in=16208 out=300 total=16508 latency=2.6s cache=12134/16208 (75%)
2026-07-14 09:57:41,044 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1106 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:41,045 INFO [20260714_095722_61f133] agent.conversation_loop: API call #3: model=default provider=custom in=15783 out=220 total=16003 latency=5.8s
2026-07-14 09:57:41,653 INFO [20260714_095722_c5cd23] agent.tool_executor: tool terminal completed (1.38s, 45 chars)
2026-07-14 09:57:41,680 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1113 (_call):135522752079552 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:42,068 INFO [20260714_095722_61f133] agent.tool_executor: tool terminal completed (0.99s, 483 chars)
2026-07-14 09:57:42,101 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1114 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:47,705 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1105 (_call):135523934926528 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:47,706 INFO [20260714_095339_2daefc] agent.conversation_loop: API call #1: model=default provider=custom in=53014 out=1467 total=54481 latency=12.9s cache=12207/53014 (23%)
2026-07-14 09:57:47,712 INFO [20260714_095339_2daefc] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/16 budget=1/16 tool_turns=20 last_msg_role=assistant response_len=16 session=20260714_095339_2daefc
2026-07-14 09:57:47,720 INFO [20260714_095339_2daefc] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:48,970 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1056 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:48,970 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #118: model=default provider=custom in=121333 out=1099 total=122432 latency=78.9s cache=107392/121333 (89%)
2026-07-14 09:57:49,052 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.06s, 137 chars)
2026-07-14 09:57:49,111 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1116 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:49,553 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1113 (_call):135522752079552 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:49,554 INFO [20260714_095722_c5cd23] agent.conversation_loop: API call #8: model=default provider=custom in=16942 out=165 total=17107 latency=7.9s cache=4224/16942 (25%)
2026-07-14 09:57:49,827 INFO [20260714_095722_c5cd23] agent.tool_executor: tool terminal completed (0.26s, 51 chars)
2026-07-14 09:57:49,856 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1118 (_call):135522752079552 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:50,461 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1102 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:50,461 INFO [20260714_095347_e8bc68] agent.conversation_loop: API call #6: model=default provider=custom in=31307 out=615 total=31922 latency=16.9s
2026-07-14 09:57:50,501 INFO [20260714_095347_e8bc68] agent.tool_executor: tool skill_manage completed (0.04s, 534 chars)
2026-07-14 09:57:50,528 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1119 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:51,163 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1114 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:51,164 INFO [20260714_095722_61f133] agent.conversation_loop: API call #4: model=default provider=custom in=16248 out=400 total=16648 latency=9.1s cache=4224/16248 (26%)
2026-07-14 09:57:53,590 INFO [20260714_095722_61f133] agent.tool_executor: tool terminal completed (2.40s, 1828 chars)
2026-07-14 09:57:53,624 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1121 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:53,646 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1118 (_call):135522752079552 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:53,647 INFO [20260714_095722_c5cd23] agent.conversation_loop: API call #9: model=default provider=custom in=17033 out=285 total=17318 latency=3.8s cache=14848/17033 (87%)
2026-07-14 09:57:56,964 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1116 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:56,967 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #119: model=default provider=custom in=121958 out=882 total=122840 latency=7.9s cache=119296/121958 (98%)
2026-07-14 09:57:57,119 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.12s, 62 chars)
2026-07-14 09:57:58,034 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1121 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:58,035 INFO [20260714_095722_61f133] agent.conversation_loop: API call #5: model=default provider=custom in=17104 out=455 total=17559 latency=4.4s cache=14208/17104 (83%)
2026-07-14 09:57:58,266 INFO [20260714_095722_c5cd23] agent.tool_executor: tool terminal completed (4.60s, 291 chars)
2026-07-14 09:57:58,299 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1126 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:58,952 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.82s, 3284 chars)
2026-07-14 09:57:59,014 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1127 (_call):135522752079552 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:59,724 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1119 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:57:59,725 INFO [20260714_095347_e8bc68] agent.conversation_loop: API call #7: model=default provider=custom in=36551 out=766 total=37317 latency=9.2s cache=32256/36551 (88%)
2026-07-14 09:57:59,731 INFO [20260714_095347_e8bc68] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=7/16 budget=7/16 tool_turns=23 last_msg_role=assistant response_len=911 session=20260714_095347_e8bc68
2026-07-14 09:57:59,736 INFO [20260714_095347_e8bc68] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:00,198 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1126 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:00,205 INFO [20260714_095722_c5cd23] agent.conversation_loop: API call #10: model=default provider=custom in=17432 out=112 total=17544 latency=1.9s cache=15232/17432 (87%)
2026-07-14 09:58:00,624 INFO [20260714_095722_c5cd23] agent.tool_executor: tool terminal completed (0.39s, 167 chars)
2026-07-14 09:58:00,659 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1129 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:02,697 INFO [20260714_095722_61f133] agent.tool_executor: tool terminal completed (4.64s, 3415 chars)
2026-07-14 09:58:02,733 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1130 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:03,757 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1127 (_call):135522752079552 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:03,758 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #120: model=default provider=custom in=124039 out=342 total=124381 latency=4.8s cache=119936/124039 (97%)
2026-07-14 09:58:03,817 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.04s, 5083 chars)
2026-07-14 09:58:03,871 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1132 (_call):135522752079552 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:03,940 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1129 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:03,941 INFO [20260714_095722_c5cd23] agent.conversation_loop: API call #11: model=default provider=custom in=17606 out=244 total=17850 latency=3.3s cache=15488/17606 (88%)
2026-07-14 09:58:07,019 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1130 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:07,021 INFO [20260714_095722_61f133] agent.conversation_loop: API call #6: model=default provider=custom in=18406 out=117 total=18523 latency=4.3s cache=14976/18406 (81%)
2026-07-14 09:58:08,495 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1101 (_call):135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:08,496 INFO [20260714_095721_ffab20] agent.conversation_loop: API call #2: model=default provider=custom in=15955 out=362 total=16317 latency=35.9s
2026-07-14 09:58:09,510 INFO [20260714_095722_61f133] agent.tool_executor: tool browser_navigate completed (2.47s, 1090 chars)
2026-07-14 09:58:09,532 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1134 (_call):135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:09,679 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-875 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:09,681 INFO [20260714_095339_f409d3] agent.conversation_loop: API call #8: model=default provider=custom in=42994 out=62960 total=105954 latency=205.7s
2026-07-14 09:58:09,734 INFO [20260714_095339_f409d3] agent.tool_executor: tool terminal completed (0.03s, 6638 chars)
2026-07-14 09:58:09,788 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1136 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:09,849 INFO [20260714_095722_c5cd23] agent.tool_executor: tool terminal completed (5.82s, 616 chars)
2026-07-14 09:58:09,878 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1137 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:11,010 INFO [20260714_095721_ffab20] agent.tool_executor: tool browser_navigate completed (2.50s, 1061 chars)
2026-07-14 09:58:11,045 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1138 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:11,903 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1134 (_call):135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:11,904 INFO [20260714_095722_61f133] agent.conversation_loop: API call #7: model=default provider=custom in=18913 out=120 total=19033 latency=2.4s cache=16384/18913 (87%)
2026-07-14 09:58:12,181 INFO [20260714_095722_61f133] agent.tool_executor: tool terminal completed (0.26s, 1517 chars)
2026-07-14 09:58:12,201 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1140 (_call):135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:13,019 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1137 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:13,020 INFO [20260714_095722_c5cd23] agent.conversation_loop: API call #12: model=default provider=custom in=17983 out=210 total=18193 latency=3.2s cache=15488/17983 (86%)
2026-07-14 09:58:13,620 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1136 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:13,621 INFO [20260714_095339_f409d3] agent.conversation_loop: API call #9: model=default provider=custom in=50577 out=255 total=50832 latency=3.9s cache=46336/50577 (92%)
2026-07-14 09:58:13,655 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1142 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:14,478 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1132 (_call):135522752079552 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:14,480 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #121: model=default provider=custom in=126090 out=782 total=126872 latency=10.6s cache=121984/126090 (97%)
2026-07-14 09:58:14,497 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=19/60 budget=18/60 tool_turns=48 last_msg_role=assistant response_len=1121 session=20260710_094439_1cb443b1
2026-07-14 09:58:14,507 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1138 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:14,509 INFO [20260714_095721_ffab20] agent.conversation_loop: API call #3: model=default provider=custom in=16511 out=273 total=16784 latency=3.5s cache=4224/16511 (26%)
2026-07-14 09:58:14,531 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=213.1s api_calls=19 response=1121 chars
2026-07-14 09:58:14,587 INFO gateway.platforms.base: [Telegram] Sending response (1121 chars) to -1003707758328
2026-07-14 09:58:14,591 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522752079552 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:14,697 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 09:58:14,724 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=142 msg='Review the conversation above and update two things:  **Memory**: who the user i...'
2026-07-14 09:58:14,760 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1144 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:14,823 INFO [20260714_095721_ffab20] agent.tool_executor: tool terminal completed (0.28s, 4709 chars)
2026-07-14 09:58:16,042 INFO [20260714_095722_c5cd23] agent.tool_executor: tool terminal completed (3.00s, 155 chars)
2026-07-14 09:58:16,066 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1146 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:16,103 INFO [20260714_095721_ffab20] agent.tool_executor: tool terminal completed (0.26s, 4709 chars)
2026-07-14 09:58:16,128 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1147 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:16,146 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1140 (_call):135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:16,148 INFO [20260714_095722_61f133] agent.conversation_loop: API call #8: model=default provider=custom in=20332 out=589 total=20921 latency=4.0s cache=12146/20332 (60%)
2026-07-14 09:58:17,060 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1144 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:17,061 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1: model=default provider=custom in=122925 out=144 total=123069 latency=2.3s
2026-07-14 09:58:17,066 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool memory returned error (0.00s): {"success": false, "error": "After applying all 1 operations, memory would be at 1,389/1,375 chars -- over the limit. Remove or shorten more entries in the same batch (see current_entries below), then
2026-07-14 09:58:17,105 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1149 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:17,315 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1147 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:17,315 INFO [20260714_095721_ffab20] agent.conversation_loop: API call #4: model=default provider=custom in=17730 out=73 total=17803 latency=1.2s
2026-07-14 09:58:17,949 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1142 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:17,951 INFO [20260714_095339_f409d3] agent.conversation_loop: API call #10: model=default provider=custom in=45795 out=820 total=46615 latency=4.3s cache=12211/45795 (27%)
2026-07-14 09:58:18,016 INFO [20260714_095339_f409d3] tools.browser_tool: Created local browser session h_bc94c96aa1 for task sa-2-d71029dd
2026-07-14 09:58:18,980 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1149 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:18,983 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #2: model=default provider=custom in=123599 out=192 total=123791 latency=1.9s
2026-07-14 09:58:19,005 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool memory completed (0.02s, 207 chars)
2026-07-14 09:58:19,050 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1150 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:19,281 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1146 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:19,285 INFO [20260714_095722_c5cd23] agent.conversation_loop: API call #13: model=default provider=custom in=17429 out=354 total=17783 latency=3.2s
2026-07-14 09:58:19,503 WARNING [20260714_095722_c5cd23] agent.tool_executor: Tool terminal returned error (0.14s): {"output": "File \"<string>\", line 23\n    output.append(f'### {r['title']}')\n                            ^^^^^\nSyntaxError: f-string: unmatched '['", "exit_code": 1, "error": null}
2026-07-14 09:58:19,610 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1152 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:19,985 INFO [20260714_095722_61f133] agent.tool_executor: tool terminal completed (3.82s, 3093 chars)
2026-07-14 09:58:20,124 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1153 (_call):135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:20,980 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1150 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:20,981 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #3: model=default provider=custom in=123869 out=10 total=123879 latency=2.0s
2026-07-14 09:58:21,035 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skills_list completed (0.05s, 18390 chars)
2026-07-14 09:58:21,075 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1154 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:21,267 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1153 (_call):135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:21,267 INFO [20260714_095722_61f133] agent.conversation_loop: API call #9: model=default provider=custom in=20128 out=233 total=20361 latency=1.3s cache=12159/20128 (60%)
2026-07-14 09:58:21,312 INFO [20260714_095721_ffab20] agent.tool_executor: tool browser_navigate completed (3.98s, 831 chars)
2026-07-14 09:58:21,341 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1156 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:22,078 INFO [20260714_095722_61f133] agent.tool_executor: tool terminal completed (0.79s, 70 chars)
2026-07-14 09:58:22,122 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1157 (_call):135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:22,801 INFO [20260714_095339_f409d3] agent.tool_executor: tool browser_navigate completed (4.81s, 1035 chars)
2026-07-14 09:58:22,827 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1158 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:23,737 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1157 (_call):135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:23,737 INFO [20260714_095722_61f133] agent.conversation_loop: API call #10: model=default provider=custom in=20395 out=210 total=20605 latency=1.6s cache=16209/20395 (79%)
2026-07-14 09:58:23,831 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1158 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:23,832 INFO [20260714_095339_f409d3] agent.conversation_loop: API call #11: model=default provider=custom in=43699 out=92 total=43791 latency=1.0s
2026-07-14 09:58:24,010 INFO [20260714_095722_61f133] agent.tool_executor: tool terminal completed (0.26s, 213 chars)
2026-07-14 09:58:24,036 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1160 (_call):135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:25,666 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1154 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:25,666 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #4: model=default provider=custom in=128659 out=31 total=128690 latency=4.6s
2026-07-14 09:58:25,727 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.06s, 5954 chars)
2026-07-14 09:58:25,763 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1161 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:26,198 INFO [20260714_095339_f409d3] agent.tool_executor: tool browser_navigate completed (2.35s, 1088 chars)
2026-07-14 09:58:26,230 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1162 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:28,015 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1156 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:28,016 INFO [20260714_095721_ffab20] agent.conversation_loop: API call #5: model=default provider=custom in=18113 out=809 total=18922 latency=6.7s cache=12092/18113 (67%)
2026-07-14 09:58:28,154 INFO [20260714_095721_ffab20] agent.tool_executor: tool write_file completed (0.12s, 287 chars)
2026-07-14 09:58:28,176 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1169 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:35,561 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1160 (_call):135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:35,562 INFO [20260714_095722_61f133] agent.conversation_loop: API call #11: model=default provider=custom in=18771 out=168 total=18939 latency=11.5s
2026-07-14 09:58:36,574 INFO [20260714_095722_61f133] agent.tool_executor: tool browser_console completed (1.00s, 269 chars)
2026-07-14 09:58:36,600 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1170 (_call):135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:37,817 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1161 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:37,819 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #5: model=default provider=custom in=118879 out=228 total=119107 latency=12.1s
2026-07-14 09:58:37,827 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.00s): {"error": "old_string is required for 'patch'. Provide the text to find.", "success": false}
2026-07-14 09:58:37,871 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1171 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:41,860 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1162 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:41,862 INFO [20260714_095339_f409d3] agent.conversation_loop: API call #12: model=default provider=custom in=41665 out=180 total=41845 latency=15.7s
2026-07-14 09:58:42,905 INFO [20260714_095339_f409d3] agent.tool_executor: tool browser_console completed (1.02s, 121 chars)
2026-07-14 09:58:42,935 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1172 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:44,710 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1170 (_call):135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:44,711 INFO [20260714_095722_61f133] agent.conversation_loop: API call #12: model=default provider=custom in=18949 out=409 total=19358 latency=8.1s cache=16384/18949 (86%)
2026-07-14 09:58:44,742 WARNING [20260714_095722_61f133] agent.tool_executor: Tool terminal returned error (0.02s): {"output": "/usr/bin/bash: line 2: cd: /opt/ai-os/products/ceo/analysis_tmp: No such file or directory", "exit_code": 126, "error": null}
2026-07-14 09:58:44,769 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1174 (_call):135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:51,009 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1174 (_call):135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:51,012 INFO [20260714_095722_61f133] agent.conversation_loop: API call #13: model=default provider=custom in=19168 out=122 total=19290 latency=6.3s cache=16384/19168 (85%)
2026-07-14 09:58:51,131 WARNING [20260714_095722_61f133] agent.tool_executor: Tool skill_view returned error (0.10s): {"success": false, "error": "Skill 'research-en' not found.", "available_skills": ["computer-use", "deploy-internal-dashboard", "dogfood", "onboarding", "research-add-fields", "research-add-items", "s
2026-07-14 09:58:51,157 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1175 (_call):135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:51,272 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1152 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:51,273 INFO [20260714_095722_c5cd23] agent.conversation_loop: API call #14: model=default provider=custom in=17945 out=345 total=18290 latency=31.7s cache=12119/17945 (68%)
2026-07-14 09:58:55,631 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1172 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:55,633 INFO [20260714_095339_f409d3] agent.conversation_loop: API call #13: model=default provider=custom in=41849 out=346 total=42195 latency=12.7s cache=39424/41849 (94%)
2026-07-14 09:58:55,933 WARNING [20260714_095339_f409d3] agent.tool_executor: Tool terminal returned error (0.28s): {"output": "Traceback (most recent call last):\n  File \"<stdin>\", line 1, in <module>\nModuleNotFoundError: No module named 'bs4'", "exit_code": 1, "error": null}
2026-07-14 09:58:55,971 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1178 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:59,278 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1171 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:59,280 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #6: model=default provider=custom in=119139 out=1381 total=120520 latency=21.4s cache=116736/119139 (98%)
2026-07-14 09:58:59,305 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.02s, 543 chars)
2026-07-14 09:58:59,352 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1179 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:58:59,495 INFO [20260714_095722_c5cd23] agent.tool_executor: tool terminal completed (8.21s, 428 chars)
2026-07-14 09:58:59,528 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1180 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:59:00,584 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1175 (_call):135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:59:00,585 INFO [20260714_095722_61f133] agent.conversation_loop: API call #14: model=default provider=custom in=19348 out=603 total=19951 latency=9.4s cache=16896/19348 (87%)
2026-07-14 09:59:00,773 INFO agent.tool_executor: tool search_files completed (0.14s, 211 chars)
2026-07-14 09:59:00,862 INFO agent.tool_executor: tool search_files completed (0.23s, 18 chars)
2026-07-14 09:59:00,905 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1186 (_call):135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:59:01,644 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1178 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:59:01,645 INFO [20260714_095339_f409d3] agent.conversation_loop: API call #14: model=default provider=custom in=42057 out=162 total=42219 latency=5.7s
2026-07-14 09:59:02,851 INFO [20260714_095339_f409d3] agent.tool_executor: tool terminal completed (1.19s, 2181 chars)
2026-07-14 09:59:02,901 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1188 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:59:02,973 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1180 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:59:02,974 INFO [20260714_095722_c5cd23] agent.conversation_loop: API call #15: model=default provider=custom in=16574 out=71 total=16645 latency=3.5s
2026-07-14 09:59:03,093 INFO [20260714_095722_c5cd23] agent.tool_executor: tool read_file completed (0.10s, 8195 chars)
2026-07-14 09:59:03,125 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1193 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:59:04,911 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1186 (_call):135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:59:04,913 INFO [20260714_095722_61f133] agent.conversation_loop: API call #15: model=default provider=custom in=19579 out=195 total=19774 latency=4.0s cache=16896/19579 (86%)
2026-07-14 09:59:05,046 INFO agent.tool_executor: tool search_files completed (0.12s, 18 chars)
2026-07-14 09:59:05,048 INFO agent.tool_executor: tool search_files completed (0.12s, 18 chars)
2026-07-14 09:59:05,091 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1200 (_call):135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:59:05,955 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1193 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:59:05,955 INFO [20260714_095722_c5cd23] agent.conversation_loop: API call #16: model=default provider=custom in=18732 out=77 total=18809 latency=2.8s
2026-07-14 09:59:06,044 INFO [20260714_095722_c5cd23] agent.tool_executor: tool skill_view completed (0.08s, 3406 chars)
2026-07-14 09:59:06,071 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1201 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:59:07,570 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1179 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:59:07,573 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #7: model=default provider=custom in=120642 out=415 total=121057 latency=8.2s cache=116736/120642 (97%)
2026-07-14 09:59:07,597 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.02s, 217 chars)
2026-07-14 09:59:07,657 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1202 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:59:09,714 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1202 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:59:09,716 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #8: model=default provider=custom in=137392 out=262 total=137654 latency=2.1s
2026-07-14 09:59:09,726 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=8/16 budget=8/16 tool_turns=55 last_msg_role=assistant response_len=937 session=20260710_094439_1cb443b1
2026-07-14 09:59:09,729 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522752079552 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:59:10,275 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1188 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:59:10,278 INFO [20260714_095339_f409d3] agent.conversation_loop: API call #15: model=default provider=custom in=42919 out=231 total=43150 latency=7.4s
2026-07-14 09:59:11,693 INFO [20260714_095339_f409d3] agent.tool_executor: tool terminal completed (1.39s, 1981 chars)
2026-07-14 09:59:11,728 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1204 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:59:12,801 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1200 (_call):135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:59:12,803 INFO [20260714_095722_61f133] agent.conversation_loop: API call #16: model=default provider=custom in=19755 out=177 total=19932 latency=7.7s
2026-07-14 09:59:12,957 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1201 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:59:12,957 INFO [20260714_095722_c5cd23] agent.conversation_loop: API call #17: model=default provider=custom in=22502 out=600 total=23102 latency=6.9s cache=15872/22502 (71%)
2026-07-14 09:59:13,224 INFO [20260714_095722_61f133] agent.tool_executor: tool terminal completed (0.40s, 2193 chars)
2026-07-14 09:59:13,252 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1207 (_call):135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:59:14,997 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1204 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:59:14,997 INFO [20260714_095339_f409d3] agent.conversation_loop: API call #16: model=default provider=custom in=50803 out=434 total=51237 latency=3.3s cache=40681/50803 (80%)
2026-07-14 09:59:15,787 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1207 (_call):135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:59:15,788 INFO [20260714_095722_61f133] agent.conversation_loop: API call #17: model=default provider=custom in=26088 out=652 total=26740 latency=2.6s
2026-07-14 09:59:15,813 WARNING [20260714_095722_61f133] agent.tool_executor: Tool terminal returned error (0.00s): {"output": "", "exit_code": -1, "error": "Foreground command uses '&' backgrounding. Use terminal(background=true) for long-lived processes, then run health checks and tests in follow-up terminal call
2026-07-14 09:59:15,844 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1208 (_call):135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:59:18,548 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1208 (_call):135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:59:18,549 INFO [20260714_095722_61f133] agent.conversation_loop: API call #18: model=default provider=custom in=23442 out=166 total=23608 latency=2.7s
2026-07-14 09:59:18,613 INFO [20260714_095722_61f133] agent.tool_executor: tool terminal completed (0.04s, 45 chars)
2026-07-14 09:59:18,643 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1210 (_call):135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:59:21,278 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1210 (_call):135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:59:21,279 INFO [20260714_095722_61f133] agent.conversation_loop: API call #19: model=default provider=custom in=23505 out=448 total=23953 latency=2.7s
2026-07-14 09:59:21,452 INFO [20260714_095722_61f133] agent.tool_executor: tool write_file completed (0.16s, 335 chars)
2026-07-14 09:59:21,474 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1217 (_call):135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:59:22,052 INFO [20260714_095339_f409d3] agent.tool_executor: tool browser_navigate completed (7.03s, 904 chars)
2026-07-14 09:59:22,083 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1218 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:59:24,394 INFO [20260714_095722_c5cd23] agent.tool_executor: tool terminal completed (11.42s, 8771 chars)
2026-07-14 09:59:24,423 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1219 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:59:28,097 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (141 chars)
2026-07-14 09:59:28,114 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='3 báo cáo dã xong của bạn, ko có nguồn, APA citation, làm sao tôi xác thực được ' reply_to_id=12 reply_to_text=''
2026-07-14 09:59:28,281 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 09:59:28,379 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=199 msg='[NN Vo] 3 báo cáo dã xong của bạn, ko có nguồn, APA citation, làm sao tôi xác th...'
2026-07-14 09:59:28,422 INFO [20260712_081412_654c5f58] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260712_081412_654c5f58)
2026-07-14 09:59:28,468 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1220 (_call):135522752079552 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:59:38,498 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1217 (_call):135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:59:38,500 INFO [20260714_095722_61f133] agent.conversation_loop: API call #20: model=default provider=custom in=23795 out=43 total=23838 latency=17.0s
2026-07-14 09:59:38,622 INFO [20260714_095722_61f133] agent.tool_executor: tool read_file completed (0.10s, 1413 chars)
2026-07-14 09:59:38,648 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1225 (_call):135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:59:43,231 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1169 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:59:43,232 INFO [20260714_095721_ffab20] agent.conversation_loop: API call #6: model=default provider=custom in=17106 out=460 total=17566 latency=75.1s
2026-07-14 09:59:47,454 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1220 (_call):135522752079552 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:59:47,455 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #13: model=default provider=custom in=95781 out=785 total=96566 latency=19.0s
2026-07-14 09:59:47,579 INFO agent.tool_executor: tool read_file completed (0.11s, 7104 chars)
2026-07-14 09:59:47,583 INFO agent.tool_executor: tool read_file completed (0.11s, 2034 chars)
2026-07-14 09:59:47,604 INFO agent.tool_executor: tool read_file completed (0.13s, 11120 chars)
2026-07-14 09:59:47,678 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1238 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:59:51,923 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1054 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:59:55,829 INFO [20260714_095721_ffab20] agent.tool_executor: tool browser_navigate completed (12.58s, 8402 chars)
2026-07-14 09:59:56,824 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1219 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:59:56,849 INFO [20260714_095722_c5cd23] agent.conversation_loop: API call #18: model=default provider=custom in=24279 out=357 total=24636 latency=32.4s cache=12153/24279 (50%)
2026-07-14 09:59:58,598 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1225 (_call):135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 09:59:58,600 INFO [20260714_095722_61f133] agent.conversation_loop: API call #21: model=default provider=custom in=24278 out=332 total=24610 latency=20.0s cache=12135/24278 (50%)
2026-07-14 10:00:01,105 INFO [20260714_095722_61f133] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=21/50 budget=21/50 tool_turns=20 last_msg_role=assistant response_len=1548 session=20260714_095722_61f133
2026-07-14 10:00:01,130 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=ThreadPoolExecutor-68_2:135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:01,294 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:01,391 WARNING [20260714_095721_ffab20] agent.tool_executor: Tool browser_navigate returned error (4.53s): {"success": false, "error": "Navigation failed: net::ERR_CERT_COMMON_NAME_INVALID"}
2026-07-14 10:00:02,067 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 10:00:02,326 INFO [20260714_095722_61f133] agent.turn_context: conversation turn: session=20260714_095722_61f133 model=default provider=custom platform=subagent history=44 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 10:00:02,454 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1240 (_call):135522777257664 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:04,972 INFO [20260714_095722_c5cd23] agent.tool_executor: tool terminal completed (8.04s, 4388 chars)
2026-07-14 10:00:05,177 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1241 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:06,032 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1238 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:06,033 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #14: model=default provider=custom in=101980 out=69 total=102049 latency=18.4s
2026-07-14 10:00:06,248 WARNING [20260714_095721_ffab20] agent.tool_executor: Tool browser_navigate returned error (3.81s): {"success": false, "error": "Navigation failed: net::ERR_NAME_NOT_RESOLVED"}
2026-07-14 10:00:06,299 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1243 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:06,905 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.83s, 2557 chars)
2026-07-14 10:00:06,971 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1244 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:08,231 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (119 chars)
2026-07-14 10:00:08,255 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tôi đang cho r-and-d chạy research, làm sao để bắt r-and-d đọc skill deep resear' reply_to_id=18 reply_to_text=''
2026-07-14 10:00:08,414 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 10:00:08,499 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=142 msg='[NN Vo] tôi đang cho r-and-d chạy research, làm sao để bắt r-and-d đọc skill dee...'
2026-07-14 10:00:08,554 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1245 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:09,931 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1218 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:09,933 INFO [20260714_095339_f409d3] agent.conversation_loop: API call #17: model=default provider=custom in=47682 out=101 total=47783 latency=47.9s cache=40710/47682 (85%)
2026-07-14 10:00:15,430 INFO [20260714_095339_f409d3] agent.tool_executor: tool browser_navigate completed (5.48s, 916 chars)
2026-07-14 10:00:15,465 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1246 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:19,166 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1243 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:19,169 INFO [20260714_095721_ffab20] agent.conversation_loop: API call #7: model=default provider=custom in=20193 out=211 total=20404 latency=12.9s
2026-07-14 10:00:19,545 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1241 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:19,547 INFO [20260714_095722_c5cd23] agent.conversation_loop: API call #19: model=default provider=custom in=23637 out=293 total=23930 latency=14.4s cache=14336/23637 (61%)
2026-07-14 10:00:19,569 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1240 (_call):135522777257664 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:19,571 INFO [20260714_095722_61f133] agent.conversation_loop: API call #1: model=default provider=custom in=25658 out=86 total=25744 latency=17.2s
2026-07-14 10:00:19,729 INFO [20260714_095722_61f133] agent.tool_executor: tool skills_list completed (0.15s, 18390 chars)
2026-07-14 10:00:19,756 INFO [20260714_095722_c5cd23] agent.tool_executor: tool search_files completed (0.14s, 18 chars)
2026-07-14 10:00:19,771 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1250 (_call):135522777257664 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:19,827 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1251 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:19,860 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1246 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:19,861 INFO [20260714_095339_f409d3] agent.conversation_loop: API call #18: model=default provider=custom in=56257 out=226 total=56483 latency=4.4s cache=48512/56257 (86%)
2026-07-14 10:00:20,511 INFO [20260714_095721_ffab20] agent.tool_executor: tool browser_console completed (1.31s, 57 chars)
2026-07-14 10:00:20,544 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1253 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:23,520 INFO [20260714_095339_f409d3] agent.tool_executor: tool terminal completed (3.63s, 3230 chars)
2026-07-14 10:00:23,555 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1250 (_call):135522777257664 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:23,556 INFO [20260714_095722_61f133] agent.conversation_loop: API call #2: model=default provider=custom in=28235 out=50 total=28285 latency=3.8s
2026-07-14 10:00:23,560 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1254 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:23,647 WARNING [20260714_095722_61f133] tools.skills_tool: Skill name collision for 'research': 5 candidates — /root/.hermes/skills/research/SKILL.md; /root/.hermes/skills/research-codex-en/research/SKILL.md; /root/.hermes/skills/research-codex-zh/research/SKILL.md; /root/.hermes/skills/research-en/research/SKILL.md; /root/.hermes/skills/research-zh/research/SKILL.md
2026-07-14 10:00:23,647 WARNING [20260714_095722_61f133] agent.tool_executor: Tool skill_view returned error (0.09s): {"success": false, "error": "Ambiguous skill name 'research': 5 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", "matches
2026-07-14 10:00:23,671 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1255 (_call):135522777257664 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:25,815 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1253 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:25,816 INFO [20260714_095721_ffab20] agent.conversation_loop: API call #8: model=default provider=custom in=20348 out=123 total=20471 latency=5.3s cache=14848/20348 (73%)
2026-07-14 10:00:26,386 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1255 (_call):135522777257664 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:26,387 INFO [20260714_095722_61f133] agent.conversation_loop: API call #3: model=default provider=custom in=28449 out=54 total=28503 latency=2.7s
2026-07-14 10:00:26,464 INFO [20260714_095722_61f133] agent.tool_executor: tool skill_view completed (0.07s, 5064 chars)
2026-07-14 10:00:26,489 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1256 (_call):135522777257664 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:26,837 INFO [20260714_095721_ffab20] agent.tool_executor: tool browser_console completed (1.01s, 54 chars)
2026-07-14 10:00:26,869 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1257 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:26,981 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1245 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:26,983 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #122: model=default provider=custom in=126578 out=744 total=127322 latency=18.4s cache=124032/126578 (98%)
2026-07-14 10:00:27,011 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=48 last_msg_role=assistant response_len=602 session=20260710_094439_1cb443b1
2026-07-14 10:00:27,044 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=18.8s api_calls=1 response=602 chars
2026-07-14 10:00:27,079 INFO gateway.platforms.base: [Telegram] Sending response (602 chars) to -1003707758328
2026-07-14 10:00:28,021 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1254 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:28,022 INFO [20260714_095339_f409d3] agent.conversation_loop: API call #19: model=default provider=custom in=46186 out=233 total=46419 latency=4.5s cache=39936/46186 (86%)
2026-07-14 10:00:28,300 WARNING [20260714_095339_f409d3] agent.tool_executor: Tool terminal returned error (0.26s): {"output": "Traceback (most recent call last):\n  File \"<stdin>\", line 1, in <module>\nModuleNotFoundError: No module named 'bs4'", "exit_code": 1, "error": null}
2026-07-14 10:00:28,337 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1259 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:29,243 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1257 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:29,245 INFO [20260714_095721_ffab20] agent.conversation_loop: API call #9: model=default provider=custom in=20497 out=78 total=20575 latency=2.4s cache=17920/20497 (87%)
2026-07-14 10:00:31,155 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1251 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:31,156 INFO [20260714_095722_c5cd23] agent.conversation_loop: API call #20: model=default provider=custom in=23731 out=505 total=24236 latency=11.4s cache=21504/23731 (91%)
2026-07-14 10:00:31,613 INFO [20260714_095722_c5cd23] tools.browser_tool: Created local browser session h_c043ccb5a0 for task sa-1-6866d81c
2026-07-14 10:00:31,685 WARNING [20260714_095721_ffab20] agent.tool_executor: Tool browser_navigate returned error (2.42s): {"success": false, "error": "Navigation failed: net::ERR_CERT_COMMON_NAME_INVALID"}

[Tool loop warning: same_tool_failure_warning; count=3; browser_navigate has failed 3 times this turn. This looks l
2026-07-14 10:00:31,725 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1260 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:34,246 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1259 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:34,247 INFO [20260714_095339_f409d3] agent.conversation_loop: API call #20: model=default provider=custom in=46475 out=337 total=46812 latency=5.9s cache=44032/46475 (95%)
2026-07-14 10:00:34,635 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1244 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:34,636 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #15: model=default provider=custom in=95899 out=1217 total=97116 latency=27.7s
2026-07-14 10:00:34,779 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.08s, 323 chars)
2026-07-14 10:00:35,899 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.08s, 203 chars)
2026-07-14 10:00:35,947 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1264 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:36,056 INFO [20260714_095339_f409d3] agent.tool_executor: tool terminal completed (1.79s, 1554 chars)
2026-07-14 10:00:36,096 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1265 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:36,224 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1260 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:36,225 INFO [20260714_095721_ffab20] agent.conversation_loop: API call #10: model=default provider=custom in=20736 out=163 total=20899 latency=4.5s cache=17920/20736 (86%)
2026-07-14 10:00:36,359 WARNING [20260714_095721_ffab20] agent.tool_executor: Tool skill_view returned error (0.11s): {"success": false, "error": "Skill 'research-en' not found.", "available_skills": ["computer-use", "deploy-internal-dashboard", "dogfood", "onboarding", "research-add-fields", "research-add-items", "s
2026-07-14 10:00:36,392 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1266 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:37,962 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1256 (_call):135522777257664 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:37,969 INFO [20260714_095722_61f133] agent.conversation_loop: API call #4: model=default provider=custom in=29699 out=605 total=30304 latency=11.5s cache=26112/29699 (88%)
2026-07-14 10:00:38,107 WARNING [20260714_095722_61f133] agent.tool_executor: Tool skill_manage returned error (0.13s): {"success": false, "error": "Skill 'research-codex-en/research' not found in active profile 'default'. Use skills_list() to see available skills."}
2026-07-14 10:00:38,687 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1266 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:38,689 INFO [20260714_095721_ffab20] agent.conversation_loop: API call #11: model=default provider=custom in=24462 out=48 total=24510 latency=2.3s cache=14464/24462 (59%)
2026-07-14 10:00:38,796 INFO [20260714_095721_ffab20] agent.tool_executor: tool skills_list completed (0.08s, 18390 chars)
2026-07-14 10:00:38,868 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1267 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:39,231 WARNING [20260714_095722_61f133] agent.tool_executor: Tool skill_manage returned error (0.11s): {"success": false, "error": "Skill 'research-codex-en/research' not found in active profile 'default'. Use skills_list() to see available skills. Create it first with action='create'."}
2026-07-14 10:00:39,263 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1268 (_call):135522777257664 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:40,935 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1264 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:40,936 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #16: model=default provider=custom in=119107 out=356 total=119463 latency=5.0s cache=106624/119107 (90%)
2026-07-14 10:00:41,134 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.16s, 431 chars)
2026-07-14 10:00:41,223 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1270 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:42,006 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1265 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:42,008 INFO [20260714_095339_f409d3] agent.conversation_loop: API call #21: model=default provider=custom in=58732 out=572 total=59304 latency=5.9s cache=54144/58732 (92%)
2026-07-14 10:00:42,210 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1267 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:42,214 INFO [20260714_095721_ffab20] agent.conversation_loop: API call #12: model=default provider=custom in=29363 out=153 total=29516 latency=3.4s cache=22400/29363 (76%)
2026-07-14 10:00:43,787 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1270 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:43,788 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #17: model=default provider=custom in=105559 out=526 total=106085 latency=2.6s cache=80789/105559 (77%)
2026-07-14 10:00:43,809 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=5/60 budget=5/60 tool_turns=70 last_msg_role=assistant response_len=1770 session=20260712_081412_654c5f58
2026-07-14 10:00:43,849 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=75.7s api_calls=5 response=1770 chars
2026-07-14 10:00:43,965 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:43,990 INFO gateway.platforms.base: [Telegram] Sending response (1770 chars) to -1003707758328
2026-07-14 10:00:44,119 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 10:00:44,158 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=211 msg='Review the conversation above and update two things:  **Memory**: who the user i...'
2026-07-14 10:00:44,217 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1272 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:45,194 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1268 (_call):135522777257664 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:45,197 INFO [20260714_095722_61f133] agent.conversation_loop: API call #5: model=default provider=custom in=34703 out=491 total=35194 latency=6.0s cache=9344/34703 (27%)
2026-07-14 10:00:45,245 WARNING [20260714_095722_61f133] agent.tool_executor: Tool skill_manage returned error (0.02s): {"success": false, "error": "Refusing background curator patch for skill 'research': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, or skill_
2026-07-14 10:00:45,391 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1273 (_call):135522777257664 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:45,758 INFO [20260714_095722_c5cd23] agent.tool_executor: tool browser_navigate completed (14.58s, 5210 chars)
2026-07-14 10:00:46,195 INFO [20260714_095339_f409d3] agent.tool_executor: tool terminal completed (4.16s, 20577 chars)
2026-07-14 10:00:46,312 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1274 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:48,663 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1273 (_call):135522777257664 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:48,667 INFO [20260714_095722_61f133] agent.conversation_loop: API call #6: model=default provider=custom in=34090 out=408 total=34498 latency=3.4s
2026-07-14 10:00:49,190 INFO [20260714_095722_61f133] agent.tool_executor: tool skill_view completed (0.52s, 5064 chars)
2026-07-14 10:00:49,329 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1275 (_call):135522777257664 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:50,267 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1274 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:50,268 INFO [20260714_095339_f409d3] agent.conversation_loop: API call #22: model=default provider=custom in=62001 out=826 total=62827 latency=4.0s
2026-07-14 10:00:50,490 INFO [20260714_095339_f409d3] agent.tool_executor: tool write_file completed (0.19s, 289 chars)
2026-07-14 10:00:50,561 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1282 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:53,185 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1275 (_call):135522777257664 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:53,194 INFO [20260714_095722_61f133] agent.conversation_loop: API call #7: model=default provider=custom in=34648 out=256 total=34904 latency=4.0s
2026-07-14 10:00:53,239 INFO [20260714_095722_c5cd23] agent.tool_executor: tool browser_navigate completed (6.47s, 4465 chars)
2026-07-14 10:00:53,320 INFO [20260714_095722_61f133] agent.tool_executor: tool skill_view completed (0.12s, 5064 chars)
2026-07-14 10:00:53,357 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1283 (_call):135522777257664 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:53,530 INFO [20260714_095721_ffab20] agent.tool_executor: tool browser_navigate completed (11.29s, 8451 chars)
2026-07-14 10:00:53,567 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1284 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:53,664 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1282 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:53,664 INFO [20260714_095339_f409d3] agent.conversation_loop: API call #23: model=default provider=custom in=58817 out=282 total=59099 latency=3.1s
2026-07-14 10:00:55,222 INFO [20260714_095339_f409d3] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=23/50 budget=23/50 tool_turns=22 last_msg_role=assistant response_len=1190 session=20260714_095339_f409d3
2026-07-14 10:00:55,241 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=ThreadPoolExecutor-41_2:135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:55,311 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:55,413 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 10:00:55,438 INFO [20260714_095339_f409d3] agent.turn_context: conversation turn: session=20260714_095339_f409d3 model=default provider=custom platform=subagent history=51 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 10:00:55,472 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1285 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:56,670 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1285 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:56,673 INFO [20260714_095339_f409d3] agent.conversation_loop: API call #1: model=default provider=custom in=59163 out=193 total=59356 latency=1.2s
2026-07-14 10:00:56,722 INFO [20260714_095339_f409d3] agent.tool_executor: tool skills_list completed (0.05s, 18390 chars)
2026-07-14 10:00:56,749 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1286 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:56,775 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1283 (_call):135522777257664 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:56,780 INFO [20260714_095722_61f133] agent.conversation_loop: API call #8: model=default provider=custom in=36029 out=631 total=36660 latency=3.5s cache=32050/36029 (89%)
2026-07-14 10:00:56,868 WARNING [20260714_095722_61f133] agent.tool_executor: Tool skill_manage returned error (0.08s): {"success": false, "error": "Skill 'research-codex-en/research' not found in active profile 'default'. Use skills_list() to see available skills."}

[Tool loop warning: same_tool_failure_warning; coun
2026-07-14 10:00:56,916 INFO gateway.run: Watch pattern notification — injecting for telegram chat=-1003707758328 thread=12
2026-07-14 10:00:56,930 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='[ASYNC DELEGATION BATCH COMPLETE — deleg_d80606c8] A background fan-out of 3 sub' reply_to_id=None reply_to_text=''
2026-07-14 10:00:57,199 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 10:00:57,339 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=212 msg='[NN Vo] [ASYNC DELEGATION BATCH COMPLETE — deleg_d80606c8] A background fan-out ...'
2026-07-14 10:00:57,369 INFO [20260712_081412_654c5f58] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260712_081412_654c5f58)
2026-07-14 10:00:57,428 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1287 (_call):135522777257664 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:57,768 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1284 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:57,768 INFO [20260714_095721_ffab20] agent.conversation_loop: API call #13: model=default provider=custom in=30727 out=46 total=30773 latency=4.2s cache=12182/30727 (40%)
2026-07-14 10:00:57,902 WARNING [20260714_095722_61f133] agent.tool_executor: Tool skill_manage returned error (0.03s): {"error": "file_content is required for 'write_file'.", "success": false}

[Tool loop warning: same_tool_failure_warning; count=5; skill_manage has failed 5 times this turn. This looks like a loop. Do
2026-07-14 10:00:57,961 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1288 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:58,971 INFO [20260714_095721_ffab20] agent.tool_executor: tool browser_click completed (1.18s, 37 chars)
2026-07-14 10:00:59,004 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1289 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:59,450 INFO [20260714_095722_c5cd23] agent.tool_executor: tool browser_navigate completed (5.18s, 2567 chars)
2026-07-14 10:00:59,488 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1290 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:59,880 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1272 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:00:59,881 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=105306 out=1943 total=107249 latency=15.7s
2026-07-14 10:00:59,890 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool memory returned error (0.00s): {"success": false, "error": "After applying all 4 operations, memory would be at 1,609/1,375 chars -- over the limit. Remove or shorten more entries in the same batch (see current_entries below), then
2026-07-14 10:01:00,450 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1288 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:01:00,452 INFO [20260714_095722_61f133] agent.conversation_loop: API call #9: model=default provider=custom in=36311 out=889 total=37200 latency=2.5s
2026-07-14 10:01:00,454 WARNING [20260714_095722_61f133] agent.tool_executor: Tool search_files returned error (0.00s): {"error": "Background review denied non-whitelisted tool: search_files. Only memory/skill tools are allowed."}
2026-07-14 10:01:00,485 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1291 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:01:00,912 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.02s): {"success": false, "error": "Refusing background curator patch for skill 'research-and-innovation': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKIL
2026-07-14 10:01:00,965 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1292 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:01:01,388 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1291 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:01:01,389 INFO [20260714_095722_61f133] agent.conversation_loop: API call #10: model=default provider=custom in=36412 out=51 total=36463 latency=0.9s cache=20269/36412 (56%)
2026-07-14 10:01:01,459 INFO [20260714_095722_61f133] agent.tool_executor: tool skill_view completed (0.07s, 4570 chars)
2026-07-14 10:01:01,485 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1293 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:01:02,289 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1289 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:01:02,290 INFO [20260714_095721_ffab20] agent.conversation_loop: API call #14: model=default provider=custom in=30878 out=26 total=30904 latency=3.3s cache=12180/30878 (39%)
2026-07-14 10:01:03,723 INFO [20260714_095721_ffab20] agent.tool_executor: tool browser_snapshot completed (1.39s, 8642 chars)
2026-07-14 10:01:03,752 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1294 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:01:03,808 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1292 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:01:03,809 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=106480 out=757 total=107237 latency=2.9s
2026-07-14 10:01:03,879 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_view completed (0.07s, 3406 chars)
2026-07-14 10:01:04,889 INFO [20260712_081412_654c5f58] agent.tool_executor: tool memory completed (0.01s, 207 chars)
2026-07-14 10:01:04,932 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1295 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:01:10,510 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1290 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:01:10,511 INFO [20260714_095722_c5cd23] agent.conversation_loop: API call #21: model=default provider=custom in=30438 out=1409 total=31847 latency=11.0s cache=12135/30438 (40%)
2026-07-14 10:01:10,747 INFO [20260714_095722_c5cd23] agent.tool_executor: tool write_file completed (0.20s, 335 chars)
2026-07-14 10:01:10,793 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1302 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:01:15,014 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1287 (_call):135522777257664 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:01:15,014 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #18: model=default provider=custom in=106033 out=69 total=106102 latency=17.6s cache=97371/106033 (92%)
2026-07-14 10:01:15,846 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.80s, 2557 chars)
2026-07-14 10:01:15,915 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1304 (_call):135522777257664 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:01:16,356 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1294 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:01:16,364 INFO [20260714_095721_ffab20] agent.conversation_loop: API call #15: model=default provider=custom in=31498 out=168 total=31666 latency=12.6s cache=17920/31498 (57%)
2026-07-14 10:01:16,554 INFO [20260714_095721_ffab20] agent.tool_executor: tool read_file completed (0.17s, 2746 chars)
2026-07-14 10:01:16,590 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1309 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:01:18,464 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1302 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:01:18,469 INFO [20260714_095722_c5cd23] agent.conversation_loop: API call #22: model=default provider=custom in=29588 out=247 total=29835 latency=7.7s cache=21504/29588 (73%)
2026-07-14 10:01:20,227 INFO [20260714_095722_c5cd23] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=22/50 budget=22/50 tool_turns=21 last_msg_role=assistant response_len=782 session=20260714_095722_c5cd23
2026-07-14 10:01:20,253 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=ThreadPoolExecutor-68_1:135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:01:20,344 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:01:20,480 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 10:01:20,514 INFO [20260714_095722_c5cd23] agent.turn_context: conversation turn: session=20260714_095722_c5cd23 model=default provider=custom platform=subagent history=46 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 10:01:20,553 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1310 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:01:21,807 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1293 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:01:21,809 INFO [20260714_095722_61f133] agent.conversation_loop: API call #11: model=default provider=custom in=35222 out=288 total=35510 latency=20.3s cache=27136/35222 (77%)
2026-07-14 10:01:21,932 WARNING [20260714_095722_61f133] agent.tool_executor: Tool skill_manage returned error (0.12s): {"success": false, "error": "Skill 'research-codex-en/research' not found in active profile 'default'. Use skills_list() to see available skills."}

[Tool loop warning: same_tool_failure_warning; coun
2026-07-14 10:01:21,970 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1311 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:01:27,671 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1309 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:01:27,672 INFO [20260714_095721_ffab20] agent.conversation_loop: API call #16: model=default provider=custom in=32394 out=607 total=33001 latency=11.1s cache=18432/32394 (57%)
2026-07-14 10:01:27,842 INFO [20260714_095721_ffab20] agent.tool_executor: tool patch completed (0.16s, 1662 chars)
2026-07-14 10:01:27,871 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1320 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:01:28,350 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1286 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:01:28,351 INFO [20260714_095339_f409d3] agent.conversation_loop: API call #2: model=default provider=custom in=63953 out=172 total=64125 latency=31.6s cache=57040/63953 (89%)
2026-07-14 10:01:28,483 INFO [20260714_095339_f409d3] agent.tool_executor: tool skill_view completed (0.13s, 15920 chars)
2026-07-14 10:01:28,521 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1321 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:01:29,795 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1311 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:01:29,796 INFO [20260714_095722_61f133] agent.conversation_loop: API call #12: model=default provider=custom in=35624 out=337 total=35961 latency=7.9s cache=32768/35624 (92%)
2026-07-14 10:01:29,801 INFO [20260714_095722_61f133] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=12/16 budget=12/16 tool_turns=31 last_msg_role=assistant response_len=804 session=20260714_095722_61f133
2026-07-14 10:01:29,805 INFO [20260714_095722_61f133] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:01:32,281 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1321 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:01:32,283 INFO [20260714_095339_f409d3] agent.conversation_loop: API call #3: model=default provider=custom in=65711 out=75 total=65786 latency=3.8s
2026-07-14 10:01:32,359 INFO [20260714_095339_f409d3] agent.tool_executor: tool skill_view completed (0.07s, 2966 chars)
2026-07-14 10:01:32,401 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1322 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:01:34,637 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1320 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:01:34,637 INFO [20260714_095721_ffab20] agent.conversation_loop: API call #17: model=default provider=custom in=33356 out=56 total=33412 latency=6.8s cache=30208/33356 (91%)
2026-07-14 10:01:34,755 INFO [20260714_095721_ffab20] agent.tool_executor: tool read_file completed (0.10s, 2963 chars)
2026-07-14 10:01:34,800 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1327 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:01:36,494 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1295 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:01:36,496 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #3: model=default provider=custom in=100720 out=1524 total=102244 latency=31.6s cache=12800/100720 (13%)
2026-07-14 10:01:36,535 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_manage completed (0.03s, 542 chars)
2026-07-14 10:01:36,592 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1304 (_call):135522777257664 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:01:36,606 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #19: model=default provider=custom in=99522 out=1000 total=100522 latency=20.7s cache=93696/99522 (94%)
2026-07-14 10:01:36,651 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1328 (_call):135522777257664 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:01:36,891 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.23s, 621 chars)
2026-07-14 10:01:36,963 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1330 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:01:43,726 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1327 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:01:43,730 INFO [20260714_095721_ffab20] agent.conversation_loop: API call #18: model=default provider=custom in=34322 out=236 total=34558 latency=9.0s cache=31232/34322 (91%)
2026-07-14 10:01:44,575 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1328 (_call):135522777257664 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:01:44,576 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #4: model=default provider=custom in=102423 out=320 total=102743 latency=8.0s cache=98304/102423 (96%)
2026-07-14 10:01:44,586 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/16 budget=4/16 tool_turns=73 last_msg_role=assistant response_len=1095 session=20260712_081412_654c5f58
2026-07-14 10:01:44,607 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:01:45,092 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1322 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:01:45,098 INFO [20260714_095339_f409d3] agent.conversation_loop: API call #4: model=default provider=custom in=66677 out=629 total=67306 latency=12.7s cache=63488/66677 (95%)
2026-07-14 10:01:45,108 WARNING [20260714_095339_f409d3] agent.tool_executor: Tool write_file returned error (0.00s): {"error": "Background review denied non-whitelisted tool: write_file. Only memory/skill tools are allowed."}
2026-07-14 10:01:45,191 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1331 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:01:45,508 INFO [20260714_095721_ffab20] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=18/50 budget=18/50 tool_turns=17 last_msg_role=assistant response_len=1095 session=20260714_095721_ffab20
2026-07-14 10:01:45,523 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=ThreadPoolExecutor-68_0:135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:01:45,630 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:01:45,721 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 10:01:45,743 INFO [20260714_095721_ffab20] agent.turn_context: conversation turn: session=20260714_095721_ffab20 model=default provider=custom platform=subagent history=40 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 10:01:45,767 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1332 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:01:46,952 INFO gateway.run: Watch pattern notification — injecting for telegram chat=-1003707758328 thread=12
2026-07-14 10:01:49,037 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1330 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:01:49,039 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #20: model=default provider=custom in=99896 out=573 total=100469 latency=12.1s cache=97280/99896 (97%)
2026-07-14 10:01:52,992 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1331 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:01:52,992 INFO [20260714_095339_f409d3] agent.conversation_loop: API call #5: model=default provider=custom in=81273 out=578 total=81851 latency=7.8s cache=12544/81273 (15%)
2026-07-14 10:01:53,043 INFO [20260714_095339_f409d3] agent.tool_executor: tool skill_manage completed (0.05s, 203 chars)
2026-07-14 10:01:53,074 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1333 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:01:58,707 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1332 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:01:58,711 INFO [20260714_095721_ffab20] agent.conversation_loop: API call #1: model=default provider=custom in=40836 out=942 total=41778 latency=13.0s cache=12544/40836 (31%)
2026-07-14 10:01:58,717 INFO [20260714_095721_ffab20] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/16 budget=1/16 tool_turns=17 last_msg_role=assistant response_len=735 session=20260714_095721_ffab20
2026-07-14 10:01:58,725 INFO [20260714_095721_ffab20] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:01:59,132 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1310 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:01:59,133 INFO [20260714_095722_c5cd23] agent.conversation_loop: API call #1: model=default provider=custom in=34167 out=3643 total=37810 latency=38.6s cache=12544/34167 (37%)
2026-07-14 10:01:59,232 INFO [20260714_095722_c5cd23] agent.tool_executor: tool skill_view completed (0.10s, 3855 chars)
2026-07-14 10:01:59,266 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1334 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:02:03,854 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1333 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:02:03,855 INFO [20260714_095339_f409d3] agent.conversation_loop: API call #6: model=default provider=custom in=81890 out=898 total=82788 latency=10.8s cache=79232/81890 (97%)
2026-07-14 10:02:03,896 INFO [20260714_095339_f409d3] agent.tool_executor: tool skill_manage completed (0.03s, 536 chars)
2026-07-14 10:02:03,926 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1335 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:02:10,654 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1335 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:02:10,655 INFO [20260714_095339_f409d3] agent.conversation_loop: API call #7: model=default provider=custom in=82824 out=629 total=83453 latency=6.7s cache=79872/82824 (96%)
2026-07-14 10:02:10,683 INFO [20260714_095339_f409d3] agent.tool_executor: tool skill_manage completed (0.02s, 532 chars)
2026-07-14 10:02:10,719 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1336 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:02:12,521 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1336 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:02:12,522 INFO [20260714_095339_f409d3] agent.conversation_loop: API call #8: model=default provider=custom in=73648 out=270 total=73918 latency=1.8s
2026-07-14 10:02:12,528 INFO [20260714_095339_f409d3] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=8/16 budget=8/16 tool_turns=29 last_msg_role=assistant response_len=1101 session=20260714_095339_f409d3
2026-07-14 10:02:12,534 INFO [20260714_095339_f409d3] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:02:30,271 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1334 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:02:30,272 INFO [20260714_095722_c5cd23] agent.conversation_loop: API call #2: model=default provider=custom in=35723 out=2832 total=38555 latency=31.0s cache=32128/35723 (90%)
2026-07-14 10:02:30,321 INFO [20260714_095722_c5cd23] agent.tool_executor: tool skills_list completed (0.05s, 1163 chars)
2026-07-14 10:02:30,344 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1337 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:02:36,151 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1337 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:02:36,153 INFO [20260714_095722_c5cd23] agent.conversation_loop: API call #3: model=default provider=custom in=35086 out=1021 total=36107 latency=5.8s cache=12176/35086 (35%)
2026-07-14 10:02:36,194 INFO [20260714_095722_c5cd23] agent.tool_executor: tool skill_manage completed (0.04s, 219 chars)
2026-07-14 10:02:36,224 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1338 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:02:36,905 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (262 chars)
2026-07-14 10:02:36,913 INFO gateway.run: Gateway intercepted clarify text response (session=agent:main:telegram:group:-1003707758328:12, id=14d00694f8)
2026-07-14 10:02:36,914 INFO [20260712_081412_654c5f58] agent.tool_executor: tool clarify completed (47.84s, 471 chars)
2026-07-14 10:02:36,972 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1339 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:02:39,057 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1339 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:02:39,057 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #21: model=default provider=custom in=108671 out=175 total=108846 latency=2.1s cache=4056/108671 (4%)
2026-07-14 10:02:39,162 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skills_list completed (0.05s, 1163 chars)
2026-07-14 10:02:39,442 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1338 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:02:39,443 INFO [20260714_095722_c5cd23] agent.conversation_loop: API call #4: model=default provider=custom in=36180 out=536 total=36716 latency=3.2s cache=32469/36180 (90%)
2026-07-14 10:02:39,488 WARNING [20260714_095722_c5cd23] agent.tool_executor: Tool skill_manage returned error (0.04s): {"success": false, "error": "Found 2 matches for old_string. Provide more context to make it unique, or use replace_all=True.", "file_preview": "---\nname: research-and-innovation\ndescription: Workfl
2026-07-14 10:02:39,514 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1340 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:02:40,169 INFO [20260712_081412_654c5f58] agent.tool_executor: tool mentor_state_list completed (0.00s, 25 chars)
2026-07-14 10:02:40,219 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1341 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:02:44,176 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1340 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:02:44,177 INFO [20260714_095722_c5cd23] agent.conversation_loop: API call #5: model=default provider=custom in=37264 out=609 total=37873 latency=4.7s
2026-07-14 10:02:44,216 INFO [20260714_095722_c5cd23] agent.tool_executor: tool skill_manage completed (0.03s, 552 chars)
2026-07-14 10:02:44,240 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1342 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:02:45,907 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1341 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:02:45,908 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #22: model=default provider=custom in=110185 out=522 total=110707 latency=5.7s
2026-07-14 10:02:45,926 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=5/60 budget=5/60 tool_turns=74 last_msg_role=assistant response_len=1780 session=20260712_081412_654c5f58
2026-07-14 10:02:45,949 INFO gateway.run: Queued follow-up for session agent:main:telegram:group:-1003707758328:12: final stream delivery not confirmed; sending first response before continuing.
2026-07-14 10:02:46,761 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=222 msg='[NN Vo] [ASYNC DELEGATION BATCH COMPLETE — deleg_97788375] A background fan-out ...'
2026-07-14 10:02:46,837 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1343 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:02:47,099 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1342 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:02:47,100 INFO [20260714_095722_c5cd23] agent.conversation_loop: API call #6: model=default provider=custom in=38080 out=144 total=38224 latency=2.9s
2026-07-14 10:02:47,105 INFO [20260714_095722_c5cd23] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=6/16 budget=6/16 tool_turns=26 last_msg_role=assistant response_len=644 session=20260714_095722_c5cd23
2026-07-14 10:02:47,111 INFO [20260714_095722_c5cd23] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:02:49,576 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1343 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:02:49,578 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #23: model=default provider=custom in=110137 out=179 total=110316 latency=2.8s cache=101428/110137 (92%)
2026-07-14 10:02:49,707 INFO agent.tool_executor: tool read_file completed (0.11s, 1978 chars)
2026-07-14 10:02:49,723 INFO agent.tool_executor: tool search_files completed (0.13s, 18 chars)
2026-07-14 10:02:49,729 INFO agent.tool_executor: tool search_files completed (0.14s, 91 chars)
2026-07-14 10:02:49,805 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1353 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:02:51,647 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1353 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:02:51,648 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #24: model=default provider=custom in=111163 out=204 total=111367 latency=1.9s cache=105473/111163 (95%)
2026-07-14 10:02:51,745 INFO agent.tool_executor: tool search_files completed (0.08s, 18 chars)
2026-07-14 10:02:51,783 INFO agent.tool_executor: tool search_files completed (0.12s, 18 chars)
2026-07-14 10:02:51,847 INFO agent.tool_executor: tool search_files completed (0.18s, 18 chars)
2026-07-14 10:02:51,908 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1363 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:03:26,100 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1363 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:03:26,102 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #25: model=default provider=custom in=111411 out=10 total=111421 latency=34.2s cache=105455/111411 (95%)
2026-07-14 10:03:26,170 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skills_list completed (0.05s, 18390 chars)
2026-07-14 10:03:26,248 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1364 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:03:27,442 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (1267 chars)
2026-07-14 10:03:27,452 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tại sao r-and-d lại báo "Hiện tại, tôi thấy rằng không có profile grill-qa nào t' reply_to_id=18 reply_to_text=''
2026-07-14 10:03:27,585 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 10:03:27,671 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=144 msg='[NN Vo] tại sao r-and-d lại báo "Hiện tại, tôi thấy rằng không có profile grill-...'
2026-07-14 10:03:27,749 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1365 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:03:27,877 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1364 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:03:27,878 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #26: model=default provider=custom in=116201 out=18 total=116219 latency=1.7s cache=105492/116201 (91%)
2026-07-14 10:03:27,959 WARNING [20260712_081412_654c5f58] tools.skills_tool: Skill name collision for 'research-deep': 5 candidates — /root/.hermes/skills/research-deep/SKILL.md; /root/.hermes/skills/research-codex-en/research-deep/SKILL.md; /root/.hermes/skills/research-codex-zh/research-deep/SKILL.md; /root/.hermes/skills/research-en/research-deep/SKILL.md; /root/.hermes/skills/research-zh/research-deep/SKILL.md
2026-07-14 10:03:27,962 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.06s): {"success": false, "error": "Ambiguous skill name 'research-deep': 5 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", "ma
2026-07-14 10:03:28,016 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1366 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:03:30,100 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1365 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:03:30,101 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #123: model=default provider=custom in=122863 out=776 total=123639 latency=2.4s cache=109908/122863 (89%)
2026-07-14 10:03:30,587 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool search_files completed (0.47s, 3245 chars)
2026-07-14 10:03:30,631 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1369 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:03:32,542 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1366 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:03:32,544 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #27: model=default provider=custom in=116433 out=22 total=116455 latency=4.5s cache=12171/116433 (10%)
2026-07-14 10:03:32,630 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_view completed (0.07s, 4119 chars)
2026-07-14 10:03:32,705 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1370 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:03:35,594 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1370 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:03:35,594 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #28: model=default provider=custom in=117457 out=23 total=117480 latency=2.9s cache=109550/117457 (93%)
2026-07-14 10:03:35,667 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_view completed (0.06s, 5064 chars)
2026-07-14 10:03:35,723 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1371 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:03:37,345 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1371 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:03:37,346 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #29: model=default provider=custom in=118704 out=78 total=118782 latency=1.6s cache=113613/118704 (96%)
2026-07-14 10:03:37,414 INFO [20260712_081412_654c5f58] agent.tool_executor: tool search_files completed (0.05s, 532 chars)
2026-07-14 10:03:37,484 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1374 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:03:40,401 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1369 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:03:40,402 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #124: model=default provider=custom in=124043 out=671 total=124714 latency=9.8s cache=97635/124043 (79%)
2026-07-14 10:03:40,445 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.00s, 212 chars)
2026-07-14 10:03:40,513 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1375 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:03:58,620 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1374 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:03:58,622 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #30: model=default provider=custom in=111073 out=53 total=111126 latency=21.2s cache=98304/111073 (89%)
2026-07-14 10:03:58,749 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.11s, 3822 chars)
2026-07-14 10:03:58,809 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1380 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:04:15,613 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1380 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:04:15,615 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #31: model=default provider=custom in=112157 out=887 total=113044 latency=16.8s cache=108544/112157 (97%)
2026-07-14 10:04:15,658 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.02s, 45 chars)
2026-07-14 10:04:17,451 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.78s, 90 chars)
2026-07-14 10:04:17,512 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1383 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:04:26,905 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (6 chars)
2026-07-14 10:04:27,059 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client aborted (stream_interrupt_abort, shared=False, tcp_force_closed=0, deferred_close=stranger_thread) thread=hermes-gateway_0:135524911138496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:04:27,070 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=interrupted_during_api_call model=default api_calls=3/60 budget=3/60 tool_turns=50 last_msg_role=assistant response_len=66 session=20260710_094439_1cb443b1
2026-07-14 10:04:27,375 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=150 msg='[NN Vo] làm đi'
2026-07-14 10:04:27,428 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1384 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:04:47,173 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (831 chars)
2026-07-14 10:04:47,234 INFO [20260712_081412_654c5f58] run_agent: OpenAI client aborted (stream_interrupt_abort, shared=False, tcp_force_closed=0, deferred_close=stranger_thread) thread=hermes-gateway_1:135523347699392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:04:47,244 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=interrupted_during_api_call model=default api_calls=10/60 budget=10/60 tool_turns=83 last_msg_role=assistant response_len=66 session=20260712_081412_654c5f58
2026-07-14 10:04:47,541 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=247 msg='[NN Vo] "1. Quy tắc về Users: Trong AGENTS.md, có nhắc đến "learning progress (p...'
2026-07-14 10:04:47,556 INFO [20260712_081412_654c5f58] agent.turn_context: Preflight compression: ~129,647 tokens >= 128,000 threshold (model default, ctx 256,000)
2026-07-14 10:04:47,573 INFO [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary auto-detect: using main provider custom (default)
2026-07-14 10:04:47,666 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1/ — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 10:04:47,667 INFO [20260712_081412_654c5f58] agent.conversation_compression: context compression started: session=20260712_081412_654c5f58 messages=248 tokens=~129,647 model=default focus=None
2026-07-14 10:04:47,719 INFO [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-14 10:05:01,692 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1375 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:05:12,599 INFO gateway.run: kanban dispatcher [nv-office]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-14 10:05:46,614 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1384 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:05:46,617 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #125: model=default provider=custom in=129399 out=486 total=129885 latency=79.2s cache=124544/129399 (96%)
2026-07-14 10:05:47,416 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.78s, 72 chars)
2026-07-14 10:05:47,423 INFO [20260710_094439_1cb443b1] agent.conversation_compression: context compression started: session=20260710_094439_1cb443b1 messages=153 tokens=~129,399 model=default focus=None
2026-07-14 10:05:47,449 INFO [20260710_094439_1cb443b1] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-14 10:06:53,454 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1383 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:09:47,824 INFO [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary compression: timeout on the critical path; skipping same-provider retry and falling back: Request timed out.
2026-07-14 10:09:47,830 INFO [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary compression: connection error on auto (Request timed out.), trying fallback
2026-07-14 10:09:47,844 WARNING [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary: marking openrouter unhealthy for 60s (payment / credit error). Subsequent auxiliary calls will skip it until 10:10:47.
2026-07-14 10:09:47,855 WARNING [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary Nous client unavailable: no Nous authentication found (run: hermes auth).
2026-07-14 10:09:47,856 WARNING [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary: marking nous unhealthy for 60s (payment / credit error). Subsequent auxiliary calls will skip it until 10:10:47.
2026-07-14 10:09:47,880 WARNING [20260712_081412_654c5f58] hermes_cli.copilot_auth: Token from GITHUB_TOKEN is not supported: Classic Personal Access Tokens (ghp_*) are not supported by the Copilot API. Use one of:
  → `copilot login` or `hermes model` to authenticate via OAuth
  → A fine-grained PAT (github_pat_*) with Copilot Requests permission
  → `gh auth login` with the default device code flow (produces gho_* tokens)
2026-07-14 10:09:48,596 WARNING [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary compression: connection error on auto and no fallback available (tried: openrouter, nous, local/custom, api-key)
2026-07-14 10:09:48,597 WARNING [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary compression: connection error on auto and all fallbacks exhausted (fallback_chain + main agent model). Raising original error.
2026-07-14 10:09:48,604 WARNING [20260712_081412_654c5f58] agent.context_compressor: Failed to generate context summary: Request timed out.. Further summary attempts paused for 30 seconds.
2026-07-14 10:09:48,721 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1386 (_call):135523934926528 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:10:05,674 INFO [20260710_094439_1cb443b1] agent.conversation_compression: context compression done: session=20260710_094439_1cb443b1 messages=153->107 rough_tokens=~65,866 awaiting_real_usage=true
2026-07-14 10:10:05,713 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1387 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:10:08,759 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1386 (_call):135523934926528 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:10:08,760 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #32: model=default provider=custom in=138058 out=1618 total=139676 latency=20.1s cache=135680/138058 (98%)
2026-07-14 10:10:09,454 INFO hermes.lint.lsp: lsp[yaml-language-server] active for /opt/ai-os/products/ceo
2026-07-14 10:10:09,936 INFO [20260712_081412_654c5f58] agent.tool_executor: tool write_file completed (1.11s, 278 chars)
2026-07-14 10:10:09,992 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1395 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:10:11,441 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1387 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:10:11,442 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #126: model=default provider=custom in=62965 out=180 total=63145 latency=5.7s
2026-07-14 10:10:11,462 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=38 last_msg_role=assistant response_len=609 session=20260710_094439_1cb443b1
2026-07-14 10:10:11,479 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=404.0s api_calls=2 response=609 chars
2026-07-14 10:10:11,526 INFO gateway.platforms.base: [Telegram] Sending response (609 chars) to -1003707758328
2026-07-14 10:10:12,729 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1395 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:10:12,732 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #33: model=default provider=custom in=121609 out=263 total=121872 latency=2.8s
2026-07-14 10:10:13,498 INFO [20260712_081412_654c5f58] agent.tool_executor: tool write_file completed (0.73s, 275 chars)
2026-07-14 10:10:13,565 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1403 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:10:18,633 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1403 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:10:18,636 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #34: model=default provider=custom in=123760 out=71 total=123831 latency=5.1s
2026-07-14 10:10:19,448 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.78s, 145 chars)
2026-07-14 10:10:19,523 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1405 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:10:54,074 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1405 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:10:54,074 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #35: model=default provider=custom in=122073 out=568 total=122641 latency=34.6s
2026-07-14 10:10:57,689 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (3.59s, 319 chars)
2026-07-14 10:10:57,745 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1407 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:11:06,791 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1407 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:11:06,792 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #36: model=default provider=custom in=140317 out=246 total=140563 latency=9.1s cache=135936/140317 (97%)
2026-07-14 10:11:06,938 INFO [20260712_081412_654c5f58] agent.tool_executor: tool write_file completed (0.12s, 337 chars)
2026-07-14 10:11:06,944 INFO [20260712_081412_654c5f58] agent.conversation_compression: context compression started: session=20260712_081412_654c5f58 messages=258 tokens=~140,317 model=default focus=None
2026-07-14 10:11:07,003 INFO [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary auto-detect: using main provider custom (default)
2026-07-14 10:11:07,006 INFO [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-14 10:12:13,527 INFO gateway.run: kanban dispatcher [nv-office]: spawned=6 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-14 10:15:14,331 INFO [20260712_081412_654c5f58] agent.conversation_compression: context compression done: session=20260712_081412_654c5f58 messages=258->102 rough_tokens=~67,953 awaiting_real_usage=true
2026-07-14 10:15:14,410 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1414 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:15:31,764 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1414 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:15:31,766 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #37: model=default provider=custom in=62171 out=550 total=62721 latency=17.4s
2026-07-14 10:15:35,636 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (3.80s, 325 chars)
2026-07-14 10:15:35,683 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1416 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:15:56,209 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1416 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:15:56,211 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #38: model=default provider=custom in=70468 out=1719 total=72187 latency=20.5s cache=2688/70468 (4%)
2026-07-14 10:15:56,244 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=7/60 budget=7/60 tool_turns=36 last_msg_role=assistant response_len=1546 session=20260712_081412_654c5f58
2026-07-14 10:15:56,310 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=899.4s api_calls=7 response=1546 chars
2026-07-14 10:15:56,367 INFO gateway.platforms.base: [Telegram] Sending response (1546 chars) to -1003707758328
2026-07-14 10:16:13,932 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[534863]
2026-07-14 10:18:14,440 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[534860]
2026-07-14 10:19:54,744 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (114 chars)
2026-07-14 10:19:54,764 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tại sao phải tạo thêm 5 subtask mới trong khi có thể dùng 5 subtask gốc và bàn g' reply_to_id=12 reply_to_text=''
2026-07-14 10:19:54,918 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 10:19:54,996 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=105 msg='[NN Vo] tại sao phải tạo thêm 5 subtask mới trong khi có thể dùng 5 subtask gốc ...'
2026-07-14 10:19:55,081 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1417 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:21:12,516 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1417 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:21:12,521 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #39: model=default provider=custom in=71141 out=1398 total=72539 latency=77.5s cache=68352/71141 (96%)
2026-07-14 10:21:14,216 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (1.62s, 2020 chars)
2026-07-14 10:21:14,277 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1419 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:21:14,941 INFO gateway.run: kanban dispatcher [nv-office]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-14 10:21:25,727 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1419 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:21:25,731 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #40: model=default provider=custom in=72196 out=1221 total=73417 latency=11.5s cache=69120/72196 (96%)
2026-07-14 10:21:34,194 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool terminal returned error (8.43s): {"output": "usage: hermes [-h] [--version] [-z PROMPT] [--usage-file PATH] [-m MODEL]\n              [--provider PROVIDER] [-t TOOLSETS] [--resume SESSION]\n              [--continue [SESSION_NAME]] [
2026-07-14 10:21:34,267 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1421 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:23:21,131 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1421 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:23:21,132 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #41: model=default provider=custom in=77008 out=212 total=77220 latency=106.9s cache=5760/77008 (7%)
2026-07-14 10:23:21,946 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.79s, 3997 chars)
2026-07-14 10:23:21,994 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1423 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:24:08,046 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (321 chars)
2026-07-14 10:24:08,064 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='Tôi thấy rằng các phòng ban luôn gặp lỗi, mỗi khi tôi hỏi 1 vấn đề mới (ví dụ tô' reply_to_id=18 reply_to_text=''
2026-07-14 10:24:08,284 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 10:24:08,384 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=108 msg='[NN Vo] Tôi thấy rằng các phòng ban luôn gặp lỗi, mỗi khi tôi hỏi 1 vấn đề mới (...'
2026-07-14 10:24:08,439 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1424 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:24:30,411 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1424 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:24:30,413 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #127: model=default provider=custom in=64992 out=1432 total=66424 latency=22.0s cache=5376/64992 (8%)
2026-07-14 10:24:30,451 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=38 last_msg_role=assistant response_len=2073 session=20260710_094439_1cb443b1
2026-07-14 10:24:30,464 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=22.4s api_calls=1 response=2073 chars
2026-07-14 10:24:30,490 INFO gateway.platforms.base: [Telegram] Sending response (2073 chars) to -1003707758328
2026-07-14 10:25:00,415 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1423 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:25:00,419 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #42: model=default provider=custom in=78072 out=277 total=78349 latency=98.4s cache=74880/78072 (96%)
2026-07-14 10:25:03,103 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (2.64s, 1719 chars)
2026-07-14 10:25:03,228 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1426 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:25:10,680 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1426 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:25:10,682 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #43: model=default provider=custom in=78708 out=859 total=79567 latency=7.5s cache=70144/78708 (89%)
2026-07-14 10:25:15,589 INFO gateway.run: kanban dispatcher [nv-office]: spawned=2 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-14 10:25:34,437 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (23.73s, 817 chars)
2026-07-14 10:25:34,490 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1428 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:25:47,501 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1428 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:25:47,502 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #44: model=default provider=custom in=79863 out=654 total=80517 latency=13.0s cache=77440/79863 (97%)
2026-07-14 10:25:49,520 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (1.99s, 3494 chars)
2026-07-14 10:25:49,573 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1430 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:25:53,615 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1430 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:25:53,618 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #45: model=default provider=custom in=81280 out=294 total=81574 latency=4.1s cache=77824/81280 (96%)
2026-07-14 10:25:53,816 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (189 chars)
2026-07-14 10:25:53,849 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='skill research-pipeline khác gì với skill resarch-and-innovation đã tạo trước đó' reply_to_id=18 reply_to_text=''
2026-07-14 10:25:54,022 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 10:25:54,125 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=110 msg='[NN Vo] skill research-pipeline khác gì với skill resarch-and-innovation đã tạo ...'
2026-07-14 10:25:54,220 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1432 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:25:56,485 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (2.84s, 1161 chars)
2026-07-14 10:25:56,554 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1433 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:25:58,672 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1432 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:25:58,673 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #128: model=default provider=custom in=65837 out=294 total=66131 latency=4.5s cache=62976/65837 (96%)
2026-07-14 10:25:58,786 INFO agent.tool_executor: tool search_files completed (0.08s, 18 chars)
2026-07-14 10:25:58,825 INFO agent.tool_executor: tool search_files completed (0.13s, 18 chars)
2026-07-14 10:25:58,866 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1440 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:26:00,989 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1440 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:26:00,992 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #129: model=default provider=custom in=66056 out=45 total=66101 latency=2.1s cache=63744/66056 (96%)
2026-07-14 10:26:01,320 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skills_list completed (0.30s, 1163 chars)
2026-07-14 10:26:01,621 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1441 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:26:03,854 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1441 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:26:03,854 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #130: model=default provider=custom in=66458 out=79 total=66537 latency=2.5s cache=64000/66458 (96%)
2026-07-14 10:26:04,039 INFO agent.tool_executor: tool skill_view completed (0.16s, 17378 chars)
2026-07-14 10:26:04,056 INFO agent.tool_executor: tool skill_view completed (0.18s, 4661 chars)
2026-07-14 10:26:04,127 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1442 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:26:04,371 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1433 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:26:04,371 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #46: model=default provider=custom in=81952 out=655 total=82607 latency=7.8s cache=79488/81952 (97%)
2026-07-14 10:26:06,173 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (1.78s, 108 chars)
2026-07-14 10:26:06,221 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1444 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:26:11,785 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1444 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:26:11,786 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #47: model=default provider=custom in=82253 out=483 total=82736 latency=5.6s cache=79872/82253 (97%)
2026-07-14 10:26:15,002 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (3.19s, 192 chars)
2026-07-14 10:26:15,046 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1446 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:26:15,819 INFO gateway.run: kanban dispatcher [nv-office]: spawned=4 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-14 10:26:27,363 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1442 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:26:27,363 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #131: model=default provider=custom in=75144 out=1960 total=77104 latency=23.3s cache=64512/75144 (86%)
2026-07-14 10:26:27,464 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/60 budget=4/60 tool_turns=41 last_msg_role=assistant response_len=2840 session=20260710_094439_1cb443b1
2026-07-14 10:26:27,481 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=33.6s api_calls=4 response=2840 chars
2026-07-14 10:26:27,534 INFO gateway.platforms.base: [Telegram] Sending response (2840 chars) to -1003707758328
2026-07-14 10:26:29,474 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1446 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:26:29,475 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #48: model=default provider=custom in=82651 out=937 total=83588 latency=14.4s cache=80128/82651 (97%)
2026-07-14 10:26:30,895 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (1.40s, 1038 chars)
2026-07-14 10:26:30,944 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1448 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:26:33,207 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1448 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:26:33,209 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #49: model=default provider=custom in=76319 out=379 total=76698 latency=2.3s
2026-07-14 10:26:34,613 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (1.38s, 123 chars)
2026-07-14 10:26:34,681 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1450 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:27:01,280 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1450 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:27:01,283 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #50: model=default provider=custom in=83695 out=672 total=84367 latency=26.6s cache=80640/83695 (96%)
2026-07-14 10:27:02,099 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.79s, 45 chars)
2026-07-14 10:27:02,243 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1452 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:27:05,117 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1452 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:27:05,125 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #51: model=default provider=custom in=83962 out=160 total=84122 latency=2.9s cache=81664/83962 (97%)
2026-07-14 10:27:05,951 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.79s, 5421 chars)
2026-07-14 10:27:05,989 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1454 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:27:16,004 INFO gateway.run: kanban dispatcher [nv-office]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-14 10:27:16,590 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1454 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:27:16,594 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #52: model=default provider=custom in=85812 out=1034 total=86846 latency=10.6s cache=81920/85812 (95%)
2026-07-14 10:27:30,016 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (2.59s, 311 chars)
2026-07-14 10:27:30,074 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1456 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:27:31,683 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1456 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:27:31,684 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #53: model=default provider=custom in=80053 out=352 total=80405 latency=1.6s cache=73050/80053 (91%)
2026-07-14 10:27:34,300 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (2.60s, 168 chars)
2026-07-14 10:27:34,340 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1458 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:27:41,825 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1458 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:27:41,827 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #54: model=default provider=custom in=86888 out=174 total=87062 latency=7.5s cache=83712/86888 (96%)
2026-07-14 10:27:42,424 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.58s, 284 chars)
2026-07-14 10:27:42,463 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1460 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:27:46,053 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1460 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:27:46,054 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #55: model=default provider=custom in=87167 out=248 total=87415 latency=3.6s cache=84992/87167 (98%)
2026-07-14 10:27:46,861 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.79s, 773 chars)
2026-07-14 10:27:46,900 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1462 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:27:56,718 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1462 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:27:56,719 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #56: model=default provider=custom in=87648 out=760 total=88408 latency=9.8s cache=85376/87648 (97%)
2026-07-14 10:27:56,751 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=18/60 budget=18/60 tool_turns=53 last_msg_role=assistant response_len=1220 session=20260712_081412_654c5f58
2026-07-14 10:27:56,806 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=482.0s api_calls=18 response=1220 chars
2026-07-14 10:27:56,826 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:27:56,853 INFO gateway.platforms.base: [Telegram] Sending response (1220 chars) to -1003707758328
2026-07-14 10:27:56,923 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 10:27:56,946 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=141 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 10:27:57,001 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1463 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:28:14,222 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1463 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:28:14,226 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=89283 out=1124 total=90407 latency=17.3s cache=11136/89283 (12%)
2026-07-14 10:28:14,436 INFO agent.tool_executor: tool skill_view completed (0.20s, 4661 chars)
2026-07-14 10:28:14,458 INFO agent.tool_executor: tool skill_view completed (0.22s, 4119 chars)
2026-07-14 10:28:14,515 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1464 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:28:16,145 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[534861]
2026-07-14 10:28:18,748 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1464 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:28:18,750 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=82587 out=919 total=83506 latency=4.3s
2026-07-14 10:28:18,775 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.02s): {"success": false, "error": "Refusing background curator patch for skill 'research-and-innovation': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKIL
2026-07-14 10:28:18,811 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1465 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:29:18,602 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1465 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:29:18,604 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #3: model=default provider=custom in=93537 out=101 total=93638 latency=59.8s cache=87168/93537 (93%)
2026-07-14 10:29:18,687 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_view completed (0.07s, 4661 chars)
2026-07-14 10:29:18,729 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1466 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:29:26,617 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1466 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:29:26,619 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #4: model=default provider=custom in=95370 out=542 total=95912 latency=7.9s cache=91520/95370 (96%)
2026-07-14 10:29:26,661 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_manage completed (0.04s, 539 chars)
2026-07-14 10:29:26,703 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1467 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:29:35,227 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1467 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:29:35,229 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #5: model=default provider=custom in=96020 out=1017 total=97037 latency=8.5s cache=93312/96020 (97%)
2026-07-14 10:29:35,276 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_manage completed (0.04s, 541 chars)
2026-07-14 10:29:35,319 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1468 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:29:47,195 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1468 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:29:47,196 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #6: model=default provider=custom in=97211 out=824 total=98035 latency=11.9s cache=93952/97211 (97%)
2026-07-14 10:29:47,200 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.00s): {"success": false, "error": "Unknown action ''. Use: create, edit, patch, delete, write_file, remove_file"}
2026-07-14 10:29:47,244 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1469 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:30:03,798 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1469 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:30:03,799 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #7: model=default provider=custom in=82273 out=622 total=82895 latency=16.6s
2026-07-14 10:30:03,852 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_manage completed (0.05s, 241 chars)
2026-07-14 10:30:03,890 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1470 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:30:11,944 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1470 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:30:11,946 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #8: model=default provider=custom in=82965 out=197 total=83162 latency=8.1s cache=79872/82965 (96%)
2026-07-14 10:30:11,985 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_manage completed (0.04s, 476 chars)
2026-07-14 10:30:12,031 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1471 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:30:23,422 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1471 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:30:23,423 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #9: model=default provider=custom in=83312 out=411 total=83723 latency=11.4s cache=80384/83312 (96%)
2026-07-14 10:30:23,430 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=9/16 budget=9/16 tool_turns=61 last_msg_role=assistant response_len=1440 session=20260712_081412_654c5f58
2026-07-14 10:30:23,435 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:31:16,509 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[548123]
2026-07-14 10:31:56,805 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (2 chars)
2026-07-14 10:31:56,819 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='ok' reply_to_id=18 reply_to_text=''
2026-07-14 10:31:57,027 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 10:31:57,113 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=120 msg='[NN Vo] ok'
2026-07-14 10:31:57,164 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1472 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:33:30,238 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1472 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:33:30,241 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #132: model=default provider=custom in=76225 out=1178 total=77403 latency=93.1s cache=73088/76225 (96%)
2026-07-14 10:33:30,304 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.03s, 529 chars)
2026-07-14 10:33:30,344 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1473 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:33:33,791 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1473 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:33:33,792 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #133: model=default provider=custom in=77571 out=211 total=77782 latency=3.5s cache=75392/77571 (97%)
2026-07-14 10:33:33,914 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool read_file completed (0.09s, 118 chars)
2026-07-14 10:33:33,974 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1478 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:33:37,192 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1478 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:33:37,194 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #134: model=default provider=custom in=77752 out=109 total=77861 latency=3.2s cache=75520/77752 (97%)
2026-07-14 10:33:37,331 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool read_file completed (0.12s, 15159 chars)
2026-07-14 10:33:37,382 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1483 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:33:48,134 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1483 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:33:48,135 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #135: model=default provider=custom in=82761 out=1099 total=83860 latency=10.8s cache=75648/82761 (91%)
2026-07-14 10:33:48,388 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool patch completed (0.24s, 1816 chars)
2026-07-14 10:33:49,589 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool patch completed (0.18s, 1677 chars)
2026-07-14 10:33:49,627 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1500 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:33:54,711 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1500 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:33:54,713 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #136: model=default provider=custom in=85142 out=433 total=85575 latency=5.1s cache=80640/85142 (95%)
2026-07-14 10:33:54,767 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.04s, 87 chars)
2026-07-14 10:33:54,803 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1502 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:33:59,239 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1502 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:33:59,240 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #137: model=default provider=custom in=85528 out=315 total=85843 latency=4.5s cache=83072/85528 (97%)
2026-07-14 10:34:02,670 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (3.40s, 7878 chars)
2026-07-14 10:34:02,717 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1504 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:34:06,953 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1504 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:34:06,955 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #138: model=default provider=custom in=88007 out=235 total=88242 latency=4.3s cache=83456/88007 (95%)
2026-07-14 10:34:06,978 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool memory returned error (0.00s): {"success": false, "error": "Memory at 2,169/2,200 chars. Adding this entry (305 chars) would exceed the limit. Consolidate now: use 'replace' to merge overlapping entries into shorter ones or 'remove
2026-07-14 10:34:07,030 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1505 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:34:11,225 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1505 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:34:11,225 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #139: model=default provider=custom in=88919 out=259 total=89178 latency=4.2s cache=85888/88919 (97%)
2026-07-14 10:34:11,262 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool memory returned error (0.00s): {"success": false, "error": "Replacement would put memory at 2,249/2,200 chars. Shorten the new content, or 'remove' other stale or less important entries to make room (see current_entries below), the
2026-07-14 10:34:11,305 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1506 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:34:14,096 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1506 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:34:14,097 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #140: model=default provider=custom in=85718 out=371 total=86089 latency=2.8s
2026-07-14 10:34:14,126 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool memory completed (0.01s, 212 chars)
2026-07-14 10:34:14,167 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1507 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:34:15,827 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1507 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:34:15,828 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #141: model=default provider=custom in=86170 out=310 total=86480 latency=1.7s cache=81217/86170 (94%)
2026-07-14 10:34:15,846 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=10/60 budget=10/60 tool_turns=50 last_msg_role=assistant response_len=368 session=20260710_094439_1cb443b1
2026-07-14 10:34:15,905 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=139.1s api_calls=10 response=368 chars
2026-07-14 10:34:15,938 INFO gateway.platforms.base: [Telegram] Sending response (368 chars) to -1003707758328
2026-07-14 10:35:41,540 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (50 chars)
2026-07-14 10:35:41,553 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='report cho r-and-d để edit luồng research hiện tại' reply_to_id=18 reply_to_text=''
2026-07-14 10:35:41,711 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 10:35:41,787 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=141 msg='[NN Vo] report cho r-and-d để edit luồng research hiện tại'
2026-07-14 10:35:41,841 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1508 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:37:56,187 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1508 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:37:56,190 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #142: model=default provider=custom in=90283 out=144 total=90427 latency=134.4s cache=86912/90283 (96%)
2026-07-14 10:37:57,063 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.79s, 4365 chars)
2026-07-14 10:37:57,109 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1510 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:38:03,292 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1510 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:38:03,294 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #143: model=default provider=custom in=92104 out=487 total=92591 latency=6.2s cache=88192/92104 (96%)
2026-07-14 10:38:03,420 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool read_file completed (0.09s, 1604 chars)
2026-07-14 10:38:04,464 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.03s, 65 chars)
2026-07-14 10:38:04,521 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1516 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:38:15,006 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1516 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:38:15,010 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #144: model=default provider=custom in=92854 out=630 total=93484 latency=10.5s cache=89984/92854 (97%)
2026-07-14 10:38:15,629 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool terminal returned error (0.59s): {"output": "usage: hermes [-h] [--version] [-z PROMPT] [--usage-file PATH] [-m MODEL]\n              [--provider PROVIDER] [-t TOOLSETS] [--resume SESSION]\n              [--continue [SESSION_NAME]] [
2026-07-14 10:38:15,683 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1518 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:38:21,804 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1518 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:38:21,805 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #145: model=default provider=custom in=93809 out=511 total=94320 latency=6.1s cache=91392/93809 (97%)
2026-07-14 10:38:22,621 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.79s, 90 chars)
2026-07-14 10:38:22,695 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1520 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:39:08,693 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1520 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:39:08,695 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #146: model=default provider=custom in=94366 out=156 total=94522 latency=46.0s cache=92288/94366 (98%)
2026-07-14 10:39:09,499 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.78s, 1345 chars)
2026-07-14 10:39:09,556 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1522 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:39:16,078 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1522 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:39:16,080 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #147: model=default provider=custom in=95013 out=456 total=95469 latency=6.5s cache=92288/95013 (97%)
2026-07-14 10:39:16,146 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=6/60 budget=6/60 tool_turns=55 last_msg_role=assistant response_len=940 session=20260710_094439_1cb443b1
2026-07-14 10:39:16,199 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=214.6s api_calls=6 response=940 chars
2026-07-14 10:39:16,231 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:39:16,298 INFO gateway.platforms.base: [Telegram] Sending response (940 chars) to -1003707758328
2026-07-14 10:39:16,363 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 10:39:16,395 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=154 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 10:39:16,455 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1523 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:39:17,383 INFO gateway.run: kanban dispatcher [nv-office]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-14 10:39:38,511 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1523 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:39:38,514 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1: model=default provider=custom in=96504 out=1746 total=98250 latency=22.1s cache=18432/96504 (19%)
2026-07-14 10:39:38,615 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.09s, 5631 chars)
2026-07-14 10:39:38,663 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1524 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:39:59,118 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1524 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:39:59,119 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #2: model=default provider=custom in=98697 out=2262 total=100959 latency=20.5s cache=94464/98697 (96%)
2026-07-14 10:39:59,123 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool patch returned error (0.00s): {"error": "Background review denied non-whitelisted tool: patch. Only memory/skill tools are allowed."}
2026-07-14 10:40:00,124 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool patch returned error (0.00s): {"error": "Background review denied non-whitelisted tool: patch. Only memory/skill tools are allowed."}
2026-07-14 10:40:01,127 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool patch returned error (0.00s): {"error": "Background review denied non-whitelisted tool: patch. Only memory/skill tools are allowed."}
2026-07-14 10:40:02,129 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool patch returned error (0.00s): {"error": "Background review denied non-whitelisted tool: patch. Only memory/skill tools are allowed."}
2026-07-14 10:40:02,205 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1525 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:42:02,603 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1525 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:42:02,603 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #3: model=default provider=custom in=99934 out=658 total=100592 latency=120.4s cache=11136/99934 (11%)
2026-07-14 10:42:02,653 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.04s, 537 chars)
2026-07-14 10:42:03,701 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.05s, 459 chars)
2026-07-14 10:42:03,741 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1526 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:42:40,198 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1526 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:42:40,201 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #4: model=default provider=custom in=100911 out=159 total=101070 latency=36.5s cache=97920/100911 (97%)
2026-07-14 10:42:40,380 WARNING tools.skills_tool: Skill name collision for 'research-deep': 5 candidates — /root/.hermes/skills/research-deep/SKILL.md; /root/.hermes/skills/research-codex-en/research-deep/SKILL.md; /root/.hermes/skills/research-codex-zh/research-deep/SKILL.md; /root/.hermes/skills/research-en/research-deep/SKILL.md; /root/.hermes/skills/research-zh/research-deep/SKILL.md
2026-07-14 10:42:40,382 WARNING tools.skills_tool: Skill name collision for 'research': 5 candidates — /root/.hermes/skills/research/SKILL.md; /root/.hermes/skills/research-codex-en/research/SKILL.md; /root/.hermes/skills/research-codex-zh/research/SKILL.md; /root/.hermes/skills/research-en/research/SKILL.md; /root/.hermes/skills/research-zh/research/SKILL.md
2026-07-14 10:42:40,385 INFO agent.tool_executor: tool skill_view failed (0.17s): {"success": false, "error": "Ambiguous skill name 'research-deep': 5 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", "ma
2026-07-14 10:42:40,386 INFO agent.tool_executor: tool skill_view failed (0.17s): {"success": false, "error": "Ambiguous skill name 'research': 5 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", "matches
2026-07-14 10:42:40,387 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_view returned error (0.17s): {"success": false, "error": "Ambiguous skill name 'research': 5 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", "matches
2026-07-14 10:42:40,388 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_view returned error (0.17s): {"success": false, "error": "Ambiguous skill name 'research-deep': 5 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", "ma
2026-07-14 10:42:40,439 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1527 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:43:00,526 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1527 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:43:00,529 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #5: model=default provider=custom in=101441 out=1970 total=103411 latency=20.1s cache=96640/101441 (95%)
2026-07-14 10:43:00,624 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.04s, 195 chars)
2026-07-14 10:43:01,643 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.02s): {"success": false, "error": "absorbed_into='research-en/research-deep' does not exist. Create or patch the umbrella skill first, then retry the delete."}
2026-07-14 10:43:02,662 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.02s): {"success": false, "error": "absorbed_into='research-en/research' does not exist. Create or patch the umbrella skill first, then retry the delete."}
2026-07-14 10:43:02,703 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1528 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:43:14,290 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1528 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:43:14,292 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #6: model=default provider=custom in=103568 out=228 total=103796 latency=11.6s cache=99328/103568 (96%)
2026-07-14 10:43:14,306 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.01s): {"success": false, "error": "Refusing background curator delete of skill 'research-deep': the consolidation pass may only archive a skill it has absorbed into an umbrella. Pass absorbed_into=<umbrella
2026-07-14 10:43:15,315 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.01s): {"success": false, "error": "Refusing background curator delete of skill 'research': the consolidation pass may only archive a skill it has absorbed into an umbrella. Pass absorbed_into=<umbrella> (th
2026-07-14 10:43:15,357 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1529 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:43:25,832 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1529 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:43:25,834 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #7: model=default provider=custom in=104220 out=844 total=105064 latency=10.5s cache=101760/104220 (98%)
2026-07-14 10:43:25,934 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.10s, 505 chars)
2026-07-14 10:43:25,976 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1530 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:43:35,994 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1530 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:43:35,994 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #8: model=default provider=custom in=104810 out=954 total=105764 latency=10.0s cache=102144/104810 (97%)
2026-07-14 10:43:36,021 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.02s): {"success": false, "error": "Refusing background curator patch for skill 'research-en': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, or ski
2026-07-14 10:43:37,060 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.04s, 177 chars)
2026-07-14 10:43:38,121 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.06s, 167 chars)
2026-07-14 10:43:38,159 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1531 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:43:41,613 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1531 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:43:41,614 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #9: model=default provider=custom in=105491 out=268 total=105759 latency=3.5s cache=102784/105491 (97%)
2026-07-14 10:43:41,678 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.06s, 181 chars)
2026-07-14 10:43:42,712 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.03s, 189 chars)
2026-07-14 10:43:43,761 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.05s, 187 chars)
2026-07-14 10:43:43,800 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1532 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:43:47,493 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1532 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:43:47,494 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #10: model=default provider=custom in=102102 out=675 total=102777 latency=3.7s
2026-07-14 10:43:47,500 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=10/16 budget=10/16 tool_turns=64 last_msg_role=assistant response_len=427 session=20260710_094439_1cb443b1
2026-07-14 10:43:47,505 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:47:52,558 INFO gateway.run: Image cache cleanup: removed 3 stale file(s)
2026-07-14 10:48:18,417 INFO gateway.run: kanban dispatcher [nv-office]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-14 10:49:18,499 INFO gateway.run: kanban dispatcher: reaped 2 zombie worker(s), pids=[548639, 551339]
2026-07-14 10:51:18,770 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[552555]
2026-07-14 10:51:18,894 INFO gateway.run: kanban dispatcher [nv-office]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-14 10:52:35,955 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (146 chars)
2026-07-14 10:52:35,968 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='kích đi và gán workspace đi, có vẻ skill và rule trong agent chưa nói về việc bu' reply_to_id=18 reply_to_text=''
2026-07-14 10:52:36,141 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 10:52:36,237 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=154 msg='[NN Vo] kích đi và gán workspace đi, có vẻ skill và rule trong agent chưa nói về...'
2026-07-14 10:52:36,295 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1533 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:55:08,855 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1533 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:55:08,863 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #148: model=default provider=custom in=95440 out=198 total=95638 latency=152.6s cache=92928/95440 (97%)
2026-07-14 10:55:09,732 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool terminal returned error (0.80s): {"output": "usage: hermes [-h] [--version] [-z PROMPT] [--usage-file PATH] [-m MODEL]\n              [--provider PROVIDER] [-t TOOLSETS] [--resume SESSION]\n              [--continue [SESSION_NAME]] [
2026-07-14 10:55:09,792 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1535 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:55:57,228 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1535 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:55:57,228 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #149: model=default provider=custom in=95878 out=156 total=96034 latency=47.5s cache=11136/95878 (12%)
2026-07-14 10:55:57,833 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.58s, 5264 chars)
2026-07-14 10:55:57,876 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1537 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:56:01,332 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1537 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:56:01,337 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #150: model=default provider=custom in=97201 out=167 total=97368 latency=3.5s cache=93312/97201 (96%)
2026-07-14 10:56:02,181 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool terminal returned error (0.81s): {"output": "usage: hermes [-h] [--version] [-z PROMPT] [--usage-file PATH] [-m MODEL]\n              [--provider PROVIDER] [-t TOOLSETS] [--resume SESSION]\n              [--continue [SESSION_NAME]] [
2026-07-14 10:56:02,234 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1539 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:56:04,921 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1539 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:56:04,922 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #151: model=default provider=custom in=97697 out=153 total=97850 latency=2.7s cache=95360/97697 (98%)
2026-07-14 10:56:05,746 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.79s, 96 chars)
2026-07-14 10:56:05,789 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1541 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:56:11,114 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1541 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:56:11,118 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #152: model=default provider=custom in=97866 out=300 total=98166 latency=5.3s cache=95616/97866 (98%)
2026-07-14 10:56:11,934 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.79s, 136 chars)
2026-07-14 10:56:11,982 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1543 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:56:16,095 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1543 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:56:16,097 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #153: model=default provider=custom in=98228 out=123 total=98351 latency=4.1s cache=96128/98228 (98%)
2026-07-14 10:56:16,899 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.78s, 135 chars)
2026-07-14 10:56:16,937 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1545 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:56:19,455 INFO gateway.run: kanban dispatcher [nv-office]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-14 10:56:32,900 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1545 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:56:32,901 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #154: model=default provider=custom in=98417 out=776 total=99193 latency=16.0s cache=96256/98417 (98%)
2026-07-14 10:56:35,525 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool terminal returned error (2.60s): {"output": "Task t_8b9480f7: RD.MULTI.02 [PIPELINE] Chuyển research tourism_benchmarking sang pipeline Draft→Review→Approve\n  status:    running\n  assignee:  r-and-d\n  workspace: scratch @ /root/.h
2026-07-14 10:56:35,584 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1547 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:56:40,039 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1547 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:56:40,040 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #155: model=default provider=custom in=99446 out=254 total=99700 latency=4.5s cache=96384/99446 (97%)
2026-07-14 10:56:41,463 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (1.40s, 1255 chars)
2026-07-14 10:56:41,543 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1549 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:56:48,433 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1549 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:56:48,434 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #156: model=default provider=custom in=100251 out=454 total=100705 latency=6.9s cache=97664/100251 (97%)
2026-07-14 10:56:49,251 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.80s, 5707 chars)
2026-07-14 10:56:49,318 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1551 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:56:55,232 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1551 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:56:55,233 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #157: model=default provider=custom in=102289 out=384 total=102673 latency=5.9s cache=98176/102289 (96%)
2026-07-14 10:57:19,528 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[553262]
2026-07-14 10:58:12,903 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (98 chars)
2026-07-14 10:58:12,912 INFO gateway.run: Gateway intercepted clarify text response (session=agent:main:telegram:group:-1003707758328:18, id=e7c5450086)
2026-07-14 10:58:12,914 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool clarify completed (77.63s, 274 chars)
2026-07-14 10:58:12,979 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1552 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 10:58:19,623 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[548124]
2026-07-14 11:02:18,242 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1552 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:02:18,246 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #158: model=default provider=custom in=102746 out=127 total=102873 latency=245.3s cache=93952/102746 (91%)
2026-07-14 11:02:18,369 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.04s, 108 chars)
2026-07-14 11:02:18,438 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1554 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:03:06,550 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1554 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:03:06,551 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #159: model=default provider=custom in=102922 out=210 total=103132 latency=48.1s cache=100864/102922 (98%)
2026-07-14 11:03:06,656 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.07s, 435 chars)
2026-07-14 11:03:06,727 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1556 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:03:10,649 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1556 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:03:10,650 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #160: model=default provider=custom in=103321 out=235 total=103556 latency=3.9s cache=100224/103321 (97%)
2026-07-14 11:03:10,723 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool terminal returned error (0.05s): {"output": "000", "exit_code": 52, "error": null}
2026-07-14 11:03:10,770 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1558 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:03:14,434 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1558 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:03:14,436 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #161: model=default provider=custom in=103510 out=170 total=103680 latency=3.7s cache=101248/103510 (98%)
2026-07-14 11:03:14,502 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.05s, 48 chars)
2026-07-14 11:03:14,548 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1560 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:03:19,731 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1560 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:03:19,732 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #162: model=default provider=custom in=103709 out=226 total=103935 latency=5.2s cache=101632/103709 (98%)
2026-07-14 11:03:19,755 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=15/60 budget=15/60 tool_turns=69 last_msg_role=assistant response_len=605 session=20260710_094439_1cb443b1
2026-07-14 11:03:19,781 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=643.8s api_calls=15 response=605 chars
2026-07-14 11:03:19,832 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:03:19,840 INFO gateway.platforms.base: [Telegram] Sending response (605 chars) to -1003707758328
2026-07-14 11:03:19,918 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 11:03:19,936 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=184 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 11:03:19,976 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1561 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:03:41,374 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1561 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:03:41,376 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1: model=default provider=custom in=105063 out=1388 total=106451 latency=21.4s cache=87296/105063 (83%)
2026-07-14 11:03:41,463 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.08s, 3843 chars)
2026-07-14 11:03:41,501 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1562 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:04:02,568 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (62 chars)
2026-07-14 11:04:02,581 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='ko thể vào được 100.71.157.103:9120  tôi đang ở máy điện thoại' reply_to_id=18 reply_to_text=''
2026-07-14 11:04:02,703 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 11:04:02,779 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=184 msg='[NN Vo] ko thể vào được 100.71.157.103:9120  tôi đang ở máy điện thoại'
2026-07-14 11:04:02,868 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1563 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:04:10,855 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1563 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:04:10,858 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #163: model=default provider=custom in=103969 out=334 total=104303 latency=8.0s cache=101888/103969 (98%)
2026-07-14 11:04:10,879 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=69 last_msg_role=assistant response_len=522 session=20260710_094439_1cb443b1
2026-07-14 11:04:10,938 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=8.4s api_calls=1 response=522 chars
2026-07-14 11:04:10,974 INFO gateway.platforms.base: [Telegram] Sending response (522 chars) to -1003707758328
2026-07-14 11:04:32,778 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (38 chars)
2026-07-14 11:04:32,791 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='bữa giờ vẫn vào được mà, qua tailscail' reply_to_id=18 reply_to_text=''
2026-07-14 11:04:32,923 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 11:04:33,004 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=186 msg='[NN Vo] bữa giờ vẫn vào được mà, qua tailscail'
2026-07-14 11:04:33,069 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1564 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:04:52,244 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (178 chars)
2026-07-14 11:04:52,265 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='It-ai đã tạo xong research-pipeline skill, kiểm tra và update luồng research hiệ' reply_to_id=12 reply_to_text=''
2026-07-14 11:04:52,413 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 11:04:52,489 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=141 msg='[NN Vo] It-ai đã tạo xong research-pipeline skill, kiểm tra và update luồng rese...'
2026-07-14 11:04:52,553 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1565 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:05:06,385 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1565 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:05:06,386 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #57: model=default provider=custom in=88225 out=159 total=88384 latency=13.9s cache=85632/88225 (97%)
2026-07-14 11:05:06,555 INFO agent.tool_executor: tool skills_list completed (0.14s, 1467 chars)
2026-07-14 11:05:06,570 INFO agent.tool_executor: tool skills_list completed (0.14s, 1720 chars)
2026-07-14 11:05:06,639 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1566 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:05:13,378 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1566 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:05:13,379 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #58: model=default provider=custom in=89209 out=78 total=89287 latency=6.8s cache=86144/89209 (97%)
2026-07-14 11:05:13,553 INFO agent.tool_executor: tool skill_view completed (0.15s, 3843 chars)
2026-07-14 11:05:13,570 INFO agent.tool_executor: tool skill_view completed (0.17s, 1784 chars)
2026-07-14 11:05:13,622 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1567 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:05:21,011 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1567 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:05:21,012 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #59: model=default provider=custom in=91187 out=663 total=91850 latency=7.4s cache=87168/91187 (96%)
2026-07-14 11:05:21,094 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_view completed (0.06s, 1210 chars)
2026-07-14 11:05:22,155 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.05s, 265 chars)
2026-07-14 11:05:23,950 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.78s, 1869 chars)
2026-07-14 11:05:23,993 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1570 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:05:40,685 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1570 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:05:40,686 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #60: model=default provider=custom in=93007 out=1204 total=94211 latency=16.7s cache=89088/93007 (96%)
2026-07-14 11:05:41,487 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.78s, 3452 chars)
2026-07-14 11:05:41,543 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1572 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:05:53,021 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1572 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:05:53,022 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #61: model=default provider=custom in=94521 out=266 total=94787 latency=11.5s cache=90880/94521 (96%)
2026-07-14 11:05:53,829 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.78s, 100 chars)
2026-07-14 11:05:53,867 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1574 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:05:58,751 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1574 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:05:58,753 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #62: model=default provider=custom in=94833 out=320 total=95153 latency=4.9s cache=92416/94833 (97%)
2026-07-14 11:05:59,561 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.78s, 72 chars)
2026-07-14 11:05:59,605 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1576 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:06:04,765 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1562 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:06:04,771 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #2: model=default provider=custom in=106467 out=341 total=106808 latency=143.3s cache=103040/106467 (97%)
2026-07-14 11:06:04,849 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.07s, 1210 chars)
2026-07-14 11:06:04,903 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1577 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:06:19,017 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1576 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:06:19,022 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #63: model=default provider=custom in=95113 out=1393 total=96506 latency=19.4s cache=92800/95113 (98%)
2026-07-14 11:06:19,075 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=7/60 budget=7/60 tool_turns=59 last_msg_role=assistant response_len=2260 session=20260712_081412_654c5f58
2026-07-14 11:06:19,101 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=86.8s api_calls=7 response=2260 chars
2026-07-14 11:06:19,157 INFO gateway.platforms.base: [Telegram] Sending response (2260 chars) to -1003707758328
2026-07-14 11:06:24,938 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1577 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:06:24,940 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #3: model=default provider=custom in=106964 out=1525 total=108489 latency=20.1s cache=104448/106964 (98%)
2026-07-14 11:06:25,023 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.08s, 5770 chars)
2026-07-14 11:06:25,083 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1578 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:06:35,636 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1564 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:06:35,638 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #164: model=default provider=custom in=104187 out=110 total=104297 latency=122.6s cache=101888/104187 (98%)
2026-07-14 11:06:36,062 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.39s, 59 chars)
2026-07-14 11:06:36,114 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1580 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:06:41,199 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1580 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:06:41,200 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #165: model=default provider=custom in=104332 out=277 total=104609 latency=5.1s cache=102272/104332 (98%)
2026-07-14 11:06:41,305 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.08s, 285 chars)
2026-07-14 11:06:41,354 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1582 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:06:45,998 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1578 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:06:46,000 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #4: model=default provider=custom in=109193 out=1039 total=110232 latency=21.0s cache=104960/109193 (96%)
2026-07-14 11:06:46,176 WARNING tools.skills_tool: Skill name collision for 'research-deep': 4 candidates — /root/.hermes/skills/research-codex-en/research-deep/SKILL.md; /root/.hermes/skills/research-codex-zh/research-deep/SKILL.md; /root/.hermes/skills/research-en/research-deep/SKILL.md; /root/.hermes/skills/research-zh/research-deep/SKILL.md
2026-07-14 11:06:46,176 INFO agent.tool_executor: tool skill_view failed (0.17s): {"success": false, "error": "Ambiguous skill name 'research-deep': 4 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", "ma
2026-07-14 11:06:46,181 INFO agent.tool_executor: tool skill_view completed (0.17s, 17378 chars)
2026-07-14 11:06:46,183 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_view returned error (0.17s): {"success": false, "error": "Ambiguous skill name 'research-deep': 4 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", "ma
2026-07-14 11:06:46,238 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1583 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:06:49,427 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1582 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:06:49,430 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #166: model=default provider=custom in=104590 out=470 total=105060 latency=8.1s cache=102272/104590 (98%)
2026-07-14 11:06:49,492 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=3/60 tool_turns=71 last_msg_role=assistant response_len=698 session=20260710_094439_1cb443b1
2026-07-14 11:06:49,540 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=136.7s api_calls=3 response=698 chars
2026-07-14 11:06:49,605 INFO gateway.platforms.base: [Telegram] Sending response (698 chars) to -1003707758328
2026-07-14 11:07:12,077 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1583 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:07:12,080 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #5: model=default provider=custom in=116279 out=1856 total=118135 latency=25.9s cache=107136/116279 (92%)
2026-07-14 11:07:12,126 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.04s, 544 chars)
2026-07-14 11:07:12,169 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1584 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:07:21,794 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (78 chars)
2026-07-14 11:07:21,809 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='ko, giải quyết triệt để việc access 100.71.157.103:9120 cho tôi qua điện thoại' reply_to_id=18 reply_to_text=''
2026-07-14 11:07:21,991 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 11:07:22,077 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=192 msg='[NN Vo] ko, giải quyết triệt để việc access 100.71.157.103:9120 cho tôi qua điện...'
2026-07-14 11:07:22,143 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1585 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:07:27,126 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1584 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:07:27,127 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #6: model=default provider=custom in=117406 out=935 total=118341 latency=15.0s cache=114176/117406 (97%)
2026-07-14 11:07:27,278 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1585 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:07:27,287 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #167: model=default provider=custom in=104883 out=304 total=105187 latency=5.2s cache=102528/104883 (98%)
2026-07-14 11:07:27,292 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.16s): {"success": false, "error": "Could not find a match for old_string in the file\n\nDid you mean one of these sections?\n  13| Không dùng cho task nội bộ 1 phòng (chỉ cần R&D tự làm).\n  14| \n  15| ## 
2026-07-14 11:07:27,345 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1586 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:07:27,804 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.46s, 2904 chars)
2026-07-14 11:07:27,858 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1588 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:07:33,085 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1586 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:07:33,087 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #7: model=default provider=custom in=120414 out=340 total=120754 latency=5.8s cache=115328/120414 (96%)
2026-07-14 11:07:33,091 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool patch returned error (0.00s): {"error": "Background review denied non-whitelisted tool: patch. Only memory/skill tools are allowed."}
2026-07-14 11:07:33,153 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1589 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:07:37,177 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1589 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:07:37,179 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #8: model=default provider=custom in=120731 out=241 total=120972 latency=4.0s cache=118400/120731 (98%)
2026-07-14 11:07:37,229 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.04s, 508 chars)
2026-07-14 11:07:37,274 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1590 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:07:42,927 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1588 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:07:42,928 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #168: model=default provider=custom in=106208 out=1061 total=107269 latency=15.1s cache=102784/106208 (97%)
2026-07-14 11:07:48,215 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1590 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:07:48,217 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #9: model=default provider=custom in=121149 out=922 total=122071 latency=11.0s cache=118656/121149 (98%)
2026-07-14 11:07:48,256 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.04s): {"success": false, "error": "Refusing background curator patch for skill 'policy-lab': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, or skil
2026-07-14 11:07:48,316 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1591 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:07:51,599 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1591 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:07:51,600 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #10: model=default provider=custom in=121921 out=46 total=121967 latency=3.3s cache=119040/121921 (98%)
2026-07-14 11:07:51,676 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.07s, 17378 chars)
2026-07-14 11:07:51,720 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1592 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:07:59,031 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1592 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:07:59,032 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #11: model=default provider=custom in=128793 out=681 total=129474 latency=7.3s cache=119936/128793 (93%)
2026-07-14 11:07:59,061 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.03s): {"success": false, "error": "old_string and new_string are identical", "file_preview": "---\nname: policy-lab\ndescription: Workflow nghiên cứu chính sách và kinh tế vĩ mô cho Việt Nam và các nước đối
2026-07-14 11:07:59,107 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1593 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:08:09,361 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1593 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:08:09,362 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #12: model=default provider=custom in=129768 out=511 total=130279 latency=10.3s cache=127360/129768 (98%)
2026-07-14 11:08:09,368 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=12/16 budget=12/16 tool_turns=80 last_msg_role=assistant response_len=1991 session=20260710_094439_1cb443b1
2026-07-14 11:08:09,372 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:08:11,954 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (37 chars)
2026-07-14 11:08:11,964 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='bạn tự làm từng batch theo stage 1 đi' reply_to_id=12 reply_to_text=''
2026-07-14 11:08:12,086 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 11:08:12,156 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=159 msg='[NN Vo] bạn tự làm từng batch theo stage 1 đi'
2026-07-14 11:08:12,205 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1594 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:08:16,520 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1594 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:08:16,521 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #64: model=default provider=custom in=85856 out=287 total=86143 latency=4.3s
2026-07-14 11:08:16,615 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_1:135523347699392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:08:16,709 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 11:08:16,796 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_1:135523347699392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:08:16,883 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 11:08:16,966 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_1:135523347699392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:08:17,048 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 11:08:17,085 INFO [20260712_081412_654c5f58] tools.async_delegation: Dispatched async delegation batch deleg_7b444b89 (3 task(s), session_key=agent:main:telegram:group:-1003707758328:12)
2026-07-14 11:08:17,085 INFO [20260712_081412_654c5f58] agent.tool_executor: tool delegate_task completed (0.54s, 558 chars)
2026-07-14 11:08:17,098 INFO [20260714_110816_28276c] agent.turn_context: conversation turn: session=20260714_110816_28276c model=default provider=custom platform=subagent history=0 msg='R&D Stage 1: Draft Thailand research topic.md (Nguồn + APA)'
2026-07-14 11:08:17,137 INFO [20260714_110816_4b3fe2] agent.turn_context: conversation turn: session=20260714_110816_4b3fe2 model=default provider=custom platform=subagent history=0 msg='R&D Stage 1: Draft Singapore research topic.md (Nguồn + APA)'
2026-07-14 11:08:17,160 INFO [20260714_110816_a212f6] agent.turn_context: conversation turn: session=20260714_110816_a212f6 model=default provider=custom platform=subagent history=0 msg='R&D Stage 1: Draft Malaysia research topic.md (Nguồn + APA)'
2026-07-14 11:08:17,196 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1598 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:08:17,732 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1599 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:08:17,743 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1600 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:08:17,775 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1601 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:08:18,281 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool clarify completed (35.30s, 210 chars)
2026-07-14 11:08:18,332 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1602 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:08:18,676 INFO hermes_plugins.telegram_platform.adapter: Telegram clarify button resolved (id=2bab68a7e0, choice='Làm Tailscale Funnel đi, dùng được từ mọi nơi', user=NN Vo)
2026-07-14 11:08:18,958 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1598 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:08:18,959 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #65: model=default provider=custom in=86502 out=211 total=86713 latency=1.8s cache=81170/86502 (94%)
2026-07-14 11:08:18,992 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=60 last_msg_role=assistant response_len=387 session=20260712_081412_654c5f58
2026-07-14 11:08:19,046 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=7.1s api_calls=2 response=387 chars
2026-07-14 11:08:19,102 INFO gateway.platforms.base: [Telegram] Sending response (387 chars) to -1003707758328
2026-07-14 11:08:19,246 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1600 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:08:19,247 INFO [20260714_110816_a212f6] agent.conversation_loop: API call #1: model=default provider=custom in=14713 out=200 total=14913 latency=1.5s
2026-07-14 11:08:19,372 WARNING [20260714_110816_a212f6] agent.tool_executor: Tool skill_view returned error (0.11s): {"success": false, "error": "Skill 'research-innovation' not found.", "available_skills": ["computer-use", "deploy-internal-dashboard", "dogfood", "onboarding", "research-add-items", "startup-kit-walk
2026-07-14 11:08:19,396 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1603 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:08:19,601 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1599 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:08:19,602 INFO [20260714_110816_4b3fe2] agent.conversation_loop: API call #1: model=default provider=custom in=14708 out=389 total=15097 latency=1.9s
2026-07-14 11:08:19,799 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool search_files completed (0.18s, 18 chars)
2026-07-14 11:08:19,826 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1607 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:08:37,680 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1601 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:08:37,680 INFO [20260714_110816_28276c] agent.conversation_loop: API call #1: model=default provider=custom in=14713 out=690 total=15403 latency=20.0s
2026-07-14 11:08:37,806 INFO agent.tool_executor: tool skill_view completed (0.11s, 1784 chars)
2026-07-14 11:08:37,814 INFO agent.tool_executor: tool search_files completed (0.12s, 447 chars)
2026-07-14 11:08:37,871 INFO agent.tool_executor: tool search_files completed (0.17s, 18 chars)
2026-07-14 11:08:37,906 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1613 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:11:20,854 INFO gateway.run: kanban dispatcher [nv-office]: spawned=1 reclaimed=1 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-14 11:12:30,544 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1603 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:12:30,546 INFO [20260714_110816_a212f6] agent.conversation_loop: API call #2: model=default provider=custom in=15055 out=64 total=15119 latency=251.2s cache=3200/15055 (21%)
2026-07-14 11:12:30,697 INFO [20260714_110816_a212f6] agent.tool_executor: tool skills_list completed (0.07s, 1720 chars)
2026-07-14 11:12:30,721 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1614 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:12:32,386 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1613 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:12:32,388 INFO [20260714_110816_28276c] agent.conversation_loop: API call #2: model=default provider=custom in=15687 out=227 total=15914 latency=234.5s cache=3200/15687 (20%)
2026-07-14 11:12:32,538 INFO agent.tool_executor: tool read_file completed (0.13s, 4803 chars)
2026-07-14 11:12:32,553 INFO agent.tool_executor: tool read_file completed (0.14s, 6809 chars)
2026-07-14 11:12:32,886 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1602 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:12:32,888 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #169: model=default provider=custom in=106657 out=231 total=106888 latency=254.6s cache=101120/106657 (95%)
2026-07-14 11:12:33,000 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.09s, 1675 chars)
2026-07-14 11:12:33,044 INFO agent.tool_executor: tool search_files completed (0.63s, 345 chars)
2026-07-14 11:12:33,069 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1626 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:12:33,186 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1627 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:12:33,472 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1614 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:12:33,473 INFO [20260714_110816_a212f6] agent.conversation_loop: API call #3: model=default provider=custom in=15639 out=117 total=15756 latency=2.8s cache=3200/15639 (20%)
2026-07-14 11:12:33,669 INFO agent.tool_executor: tool skill_view completed (0.18s, 4711 chars)
2026-07-14 11:12:33,685 INFO agent.tool_executor: tool skill_view completed (0.20s, 5876 chars)
2026-07-14 11:12:33,769 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1628 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:12:34,240 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1607 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:12:34,241 INFO [20260714_110816_4b3fe2] agent.conversation_loop: API call #2: model=default provider=custom in=14919 out=377 total=15296 latency=254.4s cache=3200/14919 (21%)
2026-07-14 11:12:34,647 INFO agent.tool_executor: tool skill_view completed (0.38s, 5876 chars)
2026-07-14 11:12:34,674 INFO agent.tool_executor: tool skill_view completed (0.40s, 1784 chars)
2026-07-14 11:12:34,701 INFO agent.tool_executor: tool skill_view failed (0.43s): {"success": false, "error": "Skill 'research-zh' not found.", "available_skills": ["computer-use", "deploy-internal-dashboard", "dogfood", "onboarding", "research-add-items", "startup-kit-walkthrough"
2026-07-14 11:12:34,703 WARNING [20260714_110816_4b3fe2] agent.tool_executor: Tool skill_view returned error (0.43s): {"success": false, "error": "Skill 'research-zh' not found.", "available_skills": ["computer-use", "deploy-internal-dashboard", "dogfood", "onboarding", "research-add-items", "startup-kit-walkthrough"
2026-07-14 11:12:34,749 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1629 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:12:36,091 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1627 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:12:36,091 INFO [20260714_110816_28276c] agent.conversation_loop: API call #3: model=default provider=custom in=20467 out=141 total=20608 latency=3.0s cache=3200/20467 (16%)
2026-07-14 11:12:36,122 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1630 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:12:37,002 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1626 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:12:37,003 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #170: model=default provider=custom in=107303 out=149 total=107452 latency=4.0s cache=104192/107303 (97%)
2026-07-14 11:12:37,142 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.12s, 82 chars)
2026-07-14 11:12:37,197 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1632 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:12:38,304 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1630 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:12:38,305 INFO [20260714_110816_28276c] agent.conversation_loop: API call #4: model=default provider=custom in=20757 out=61 total=20818 latency=2.2s cache=18432/20757 (89%)
2026-07-14 11:12:38,338 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1628 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:12:38,338 INFO [20260714_110816_a212f6] agent.conversation_loop: API call #4: model=default provider=custom in=19587 out=337 total=19924 latency=4.6s cache=13568/19587 (69%)
2026-07-14 11:12:38,372 INFO [20260714_110816_a212f6] agent.tool_executor: tool todo completed (0.00s, 401 chars)
2026-07-14 11:12:38,412 INFO [20260714_110816_28276c] agent.tool_executor: tool skills_list completed (0.07s, 1720 chars)
2026-07-14 11:12:38,413 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1633 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:12:38,450 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1634 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:12:38,972 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1629 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:12:38,974 INFO [20260714_110816_4b3fe2] agent.conversation_loop: API call #3: model=default provider=custom in=17976 out=213 total=18189 latency=4.2s cache=3200/17976 (18%)
2026-07-14 11:12:39,108 INFO agent.tool_executor: tool skills_list completed (0.12s, 1720 chars)
2026-07-14 11:12:39,144 INFO agent.tool_executor: tool skill_view completed (0.15s, 4711 chars)
2026-07-14 11:12:39,177 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1635 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:12:40,645 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1632 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:12:40,648 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #171: model=default provider=custom in=107490 out=149 total=107639 latency=3.5s cache=105344/107490 (98%)
2026-07-14 11:12:40,709 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1634 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:12:40,709 INFO [20260714_110816_28276c] agent.conversation_loop: API call #5: model=default provider=custom in=21325 out=105 total=21430 latency=2.3s cache=18688/21325 (88%)
2026-07-14 11:12:40,750 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.09s, 255 chars)
2026-07-14 11:12:40,811 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1637 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:12:41,041 INFO agent.tool_executor: tool skill_view completed (0.31s, 5876 chars)
2026-07-14 11:12:41,049 INFO agent.tool_executor: tool skill_view completed (0.31s, 4711 chars)
2026-07-14 11:12:41,063 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1633 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:12:41,064 INFO [20260714_110816_a212f6] agent.conversation_loop: API call #5: model=default provider=custom in=19866 out=192 total=20058 latency=2.7s cache=17536/19866 (88%)
2026-07-14 11:12:41,102 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1638 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:12:41,342 INFO [20260714_110816_a212f6] tools.browser_tool: Created local browser session h_e3a9c9289a for task sa-1-05cdb2ce
2026-07-14 11:12:43,524 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1635 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:12:43,524 INFO [20260714_110816_4b3fe2] agent.conversation_loop: API call #4: model=default provider=custom in=20230 out=356 total=20586 latency=4.4s cache=15872/20230 (78%)
2026-07-14 11:12:43,635 INFO agent.tool_executor: tool read_file failed (0.07s): {"content": "", "total_lines": 0, "file_size": 0, "truncated": false, "is_binary": false, "is_image": false, "error": "File not found: /opt/ai-os/products/ceo", "similar_files": ["/opt/ai-os/products/
2026-07-14 11:12:43,719 INFO agent.tool_executor: tool search_files completed (0.16s, 579 chars)
2026-07-14 11:12:43,780 INFO agent.tool_executor: tool search_files completed (0.22s, 18 chars)
2026-07-14 11:12:43,799 WARNING [20260714_110816_4b3fe2] agent.tool_executor: Tool read_file returned error (0.07s): {"content": "", "total_lines": 0, "file_size": 0, "truncated": false, "is_binary": false, "is_image": false, "error": "File not found: /opt/ai-os/products/ceo", "similar_files": ["/opt/ai-os/products/
2026-07-14 11:12:43,833 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1646 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:12:47,180 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1646 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:12:47,182 INFO [20260714_110816_4b3fe2] agent.conversation_loop: API call #5: model=default provider=custom in=20703 out=267 total=20970 latency=3.4s cache=18176/20703 (88%)
2026-07-14 11:12:47,349 INFO agent.tool_executor: tool read_file completed (0.10s, 7374 chars)
2026-07-14 11:12:47,399 INFO agent.tool_executor: tool read_file completed (0.16s, 4803 chars)
2026-07-14 11:12:47,400 INFO agent.tool_executor: tool read_file completed (0.16s, 6681 chars)
2026-07-14 11:12:47,485 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1659 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:12:48,224 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1637 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:12:48,225 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #172: model=default provider=custom in=107733 out=291 total=108024 latency=7.4s cache=105600/107733 (98%)
2026-07-14 11:12:48,253 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=6/60 budget=6/60 tool_turns=76 last_msg_role=assistant response_len=345 session=20260710_094439_1cb443b1
2026-07-14 11:12:48,272 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=326.5s api_calls=6 response=345 chars
2026-07-14 11:12:48,326 INFO gateway.platforms.base: [Telegram] Sending response (345 chars) to -1003707758328
2026-07-14 11:12:48,636 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1638 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:12:48,638 INFO [20260714_110816_28276c] agent.conversation_loop: API call #6: model=default provider=custom in=25273 out=608 total=25881 latency=7.6s cache=19200/25273 (76%)
2026-07-14 11:12:48,659 INFO [20260714_110816_28276c] agent.tool_executor: tool todo completed (0.00s, 499 chars)
2026-07-14 11:12:48,684 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1660 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:12:50,146 INFO [20260714_110816_a212f6] agent.tool_executor: tool browser_navigate completed (9.05s, 1087 chars)
2026-07-14 11:12:51,386 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1660 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:12:51,386 INFO [20260714_110816_28276c] agent.conversation_loop: API call #7: model=default provider=custom in=25656 out=167 total=25823 latency=2.7s cache=23168/25656 (90%)
2026-07-14 11:12:51,464 INFO [20260714_110816_28276c] tools.browser_tool: Created local browser session h_61b72adc7a for task sa-0-b6a07083
2026-07-14 11:12:55,980 INFO [20260714_110816_28276c] agent.tool_executor: tool browser_navigate completed (4.57s, 653 chars)
2026-07-14 11:12:57,725 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1659 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:12:57,728 INFO [20260714_110816_4b3fe2] agent.conversation_loop: API call #6: model=default provider=custom in=28460 out=875 total=29335 latency=10.3s cache=18688/28460 (66%)
2026-07-14 11:12:57,750 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool todo completed (0.00s, 566 chars)
2026-07-14 11:12:57,781 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1661 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:13:00,455 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1661 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:13:00,458 INFO [20260714_110816_4b3fe2] agent.conversation_loop: API call #7: model=default provider=custom in=28820 out=149 total=28969 latency=2.7s cache=26368/28820 (91%)
2026-07-14 11:13:00,627 INFO [20260714_110816_4b3fe2] tools.browser_tool: Created local browser session h_efb4d7647b for task sa-2-af897b55
2026-07-14 11:13:06,305 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool browser_navigate completed (5.78s, 613 chars)
2026-07-14 11:13:08,918 INFO [20260714_110816_28276c] agent.tool_executor: tool browser_navigate completed (11.92s, 8459 chars)
2026-07-14 11:13:14,393 INFO [20260714_110816_a212f6] agent.tool_executor: tool browser_navigate completed (23.23s, 8540 chars)
2026-07-14 11:13:14,751 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool browser_navigate completed (7.43s, 3140 chars)
2026-07-14 11:13:14,863 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1662 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:13:18,984 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1662 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:13:18,985 INFO [20260714_110816_4b3fe2] agent.conversation_loop: API call #8: model=default provider=custom in=30202 out=237 total=30439 latency=4.2s cache=26752/30202 (89%)
2026-07-14 11:13:19,021 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1663 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:13:19,064 INFO [20260714_110816_28276c] agent.tool_executor: tool browser_navigate completed (9.12s, 358 chars)
2026-07-14 11:13:19,095 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1664 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:13:21,845 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1664 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:13:21,845 INFO [20260714_110816_28276c] agent.conversation_loop: API call #8: model=default provider=custom in=28777 out=93 total=28870 latency=2.8s cache=23552/28777 (82%)
2026-07-14 11:13:23,188 INFO [20260714_110816_28276c] agent.tool_executor: tool browser_click completed (1.33s, 35 chars)
2026-07-14 11:13:23,222 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1665 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:13:23,694 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1663 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:13:23,699 INFO [20260714_110816_4b3fe2] agent.conversation_loop: API call #9: model=default provider=custom in=30873 out=350 total=31223 latency=4.7s cache=28160/30873 (91%)
2026-07-14 11:13:23,946 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool terminal completed (0.18s, 999 chars)
2026-07-14 11:13:24,554 INFO [20260714_110816_a212f6] agent.tool_executor: tool browser_navigate completed (9.14s, 2696 chars)
2026-07-14 11:13:24,583 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1667 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:13:25,765 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool terminal completed (0.81s, 56112 chars)
2026-07-14 11:13:25,839 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1665 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:13:25,839 INFO [20260714_110816_28276c] agent.conversation_loop: API call #9: model=default provider=custom in=30079 out=203 total=30282 latency=2.6s
2026-07-14 11:13:27,049 INFO [20260714_110816_28276c] agent.tool_executor: tool browser_snapshot completed (1.19s, 385 chars)
2026-07-14 11:13:27,083 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1670 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:13:27,784 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool terminal completed (0.99s, 12071 chars)
2026-07-14 11:13:28,077 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1667 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:13:28,078 INFO [20260714_110816_a212f6] agent.conversation_loop: API call #6: model=default provider=custom in=24591 out=949 total=25540 latency=3.5s
2026-07-14 11:13:28,187 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1670 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:13:28,189 INFO [20260714_110816_28276c] agent.conversation_loop: API call #10: model=default provider=custom in=30499 out=207 total=30706 latency=1.1s cache=24314/30499 (80%)
2026-07-14 11:13:28,260 INFO [20260714_110816_a212f6] agent.tool_executor: tool write_file completed (0.14s, 223 chars)
2026-07-14 11:13:28,285 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1677 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:13:28,909 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool terminal completed (0.09s, 45 chars)
2026-07-14 11:13:28,940 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1679 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:13:29,327 INFO [20260714_110816_28276c] agent.tool_executor: tool browser_click completed (1.12s, 35 chars)
2026-07-14 11:13:29,355 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1680 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:13:29,835 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1677 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:13:29,836 INFO [20260714_110816_a212f6] agent.conversation_loop: API call #7: model=default provider=custom in=25616 out=435 total=26051 latency=1.6s cache=20284/25616 (79%)
2026-07-14 11:13:31,260 WARNING [20260714_110816_a212f6] agent.tool_executor: Tool terminal returned error (1.40s): {"output": "usage: hermes [-h] [--version] [-z PROMPT] [--usage-file PATH] [-m MODEL]\n              [--provider PROVIDER] [-t TOOLSETS] [--resume SESSION]\n              [--continue [SESSION_NAME]] [
2026-07-14 11:13:31,289 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1682 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:13:33,482 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1679 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:13:33,483 INFO [20260714_110816_4b3fe2] agent.conversation_loop: API call #10: model=default provider=custom in=51897 out=166 total=52063 latency=4.6s
2026-07-14 11:13:35,887 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool browser_navigate completed (2.37s, 454 chars)
2026-07-14 11:13:35,924 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1683 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:15:22,640 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1680 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:15:22,645 INFO [20260714_110816_28276c] agent.conversation_loop: API call #11: model=default provider=custom in=29329 out=262 total=29591 latency=113.3s cache=26752/29329 (91%)
2026-07-14 11:15:27,670 INFO [20260714_110816_28276c] agent.tool_executor: tool terminal completed (4.99s, 216 chars)
2026-07-14 11:15:27,708 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1685 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:15:34,806 INFO tools.browser_tool: Cleaning up inactive session for task: sa-1-05cdb2ce (inactive for 131s)
2026-07-14 11:15:37,034 INFO tools.browser_tool: Cleaning up inactive session for task: sa-0-b6a07083 (inactive for 126s)
2026-07-14 11:15:49,393 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1682 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:15:49,394 INFO [20260714_110816_a212f6] agent.conversation_loop: API call #8: model=default provider=custom in=25759 out=93 total=25852 latency=138.1s cache=17792/25759 (69%)
2026-07-14 11:15:50,197 INFO [20260714_110816_a212f6] agent.tool_executor: tool terminal completed (0.78s, 2710 chars)
2026-07-14 11:15:50,228 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1687 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:15:56,881 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1683 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:15:56,882 INFO [20260714_110816_4b3fe2] agent.conversation_loop: API call #11: model=default provider=custom in=53643 out=678 total=54321 latency=141.0s cache=28800/53643 (54%)
2026-07-14 11:15:57,287 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool terminal completed (0.39s, 999 chars)
2026-07-14 11:15:58,412 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool terminal completed (0.12s, 999 chars)
2026-07-14 11:15:59,538 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool terminal completed (0.12s, 999 chars)
2026-07-14 11:16:01,372 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool terminal completed (0.82s, 56024 chars)
2026-07-14 11:16:02,983 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool terminal completed (0.59s, 45 chars)
2026-07-14 11:16:03,020 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1693 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:16:08,888 INFO tools.browser_tool: Cleaning up inactive session for task: sa-2-af897b55 (inactive for 154s)
2026-07-14 11:19:18,801 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1687 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:19:18,805 INFO [20260714_110816_a212f6] agent.conversation_loop: API call #9: model=default provider=custom in=26447 out=123 total=26570 latency=208.6s cache=12928/26447 (49%)
2026-07-14 11:19:20,319 INFO [20260714_110816_a212f6] agent.tool_executor: tool terminal completed (1.39s, 1047 chars)
2026-07-14 11:19:20,882 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1685 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:19:20,883 INFO [20260714_110816_28276c] agent.conversation_loop: API call #12: model=default provider=custom in=29642 out=258 total=29900 latency=233.2s cache=13568/29642 (46%)
2026-07-14 11:19:20,927 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1695 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:19:22,109 INFO [20260714_110816_a212f6] agent.tool_executor: tool terminal completed (0.78s, 507 chars)
2026-07-14 11:19:22,147 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1697 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:19:23,391 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1695 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:19:23,392 INFO [20260714_110816_28276c] agent.conversation_loop: API call #13: model=default provider=custom in=30458 out=126 total=30584 latency=2.5s cache=27264/30458 (90%)
2026-07-14 11:19:23,919 INFO [20260714_110816_28276c] agent.tool_executor: tool skill_view completed (0.47s, 2130 chars)
2026-07-14 11:19:23,964 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1698 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:19:24,393 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1697 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:19:24,394 INFO [20260714_110816_a212f6] agent.conversation_loop: API call #10: model=default provider=custom in=26941 out=104 total=27045 latency=2.3s cache=23680/26941 (88%)
2026-07-14 11:19:25,217 INFO [20260714_110816_a212f6] agent.tool_executor: tool terminal completed (0.80s, 4202 chars)
2026-07-14 11:19:25,268 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1700 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:19:25,364 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1693 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:19:25,365 INFO [20260714_110816_4b3fe2] agent.conversation_loop: API call #12: model=default provider=custom in=73339 out=460 total=73799 latency=202.4s cache=12800/73339 (17%)
2026-07-14 11:19:26,162 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool terminal completed (0.78s, 45 chars)
2026-07-14 11:19:26,581 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1698 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:19:26,582 INFO [20260714_110816_28276c] agent.conversation_loop: API call #14: model=default provider=custom in=31191 out=105 total=31296 latency=2.6s cache=28416/31191 (91%)
2026-07-14 11:19:26,673 INFO [20260714_110816_28276c] agent.tool_executor: tool skill_view completed (0.06s, 1336 chars)
2026-07-14 11:19:26,703 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1702 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:19:27,761 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool terminal completed (0.59s, 45 chars)
2026-07-14 11:19:28,106 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1700 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:19:28,107 INFO [20260714_110816_a212f6] agent.conversation_loop: API call #11: model=default provider=custom in=28343 out=152 total=28495 latency=2.9s cache=24832/28343 (88%)
2026-07-14 11:19:28,911 INFO [20260714_110816_a212f6] agent.tool_executor: tool terminal completed (0.78s, 589 chars)
2026-07-14 11:19:28,936 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1706 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:19:29,273 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1702 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:19:29,274 INFO [20260714_110816_28276c] agent.conversation_loop: API call #15: model=default provider=custom in=31688 out=143 total=31831 latency=2.6s cache=29184/31688 (92%)
2026-07-14 11:19:29,354 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool terminal completed (0.59s, 75 chars)
2026-07-14 11:19:29,397 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1708 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:19:31,829 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1706 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:19:31,829 INFO [20260714_110816_a212f6] agent.conversation_loop: API call #12: model=default provider=custom in=28644 out=175 total=28819 latency=2.9s cache=26240/28644 (92%)
2026-07-14 11:19:32,099 INFO [20260714_110816_28276c] agent.tool_executor: tool terminal completed (2.80s, 531 chars)
2026-07-14 11:19:32,131 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1710 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:19:32,435 INFO [20260714_110816_a212f6] agent.tool_executor: tool terminal completed (0.59s, 93 chars)
2026-07-14 11:19:32,461 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1711 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:19:34,762 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1711 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:19:34,764 INFO [20260714_110816_a212f6] agent.conversation_loop: API call #13: model=default provider=custom in=28754 out=87 total=28841 latency=2.3s cache=26624/28754 (93%)
2026-07-14 11:19:35,563 INFO [20260714_110816_a212f6] agent.tool_executor: tool terminal completed (0.78s, 141 chars)
2026-07-14 11:19:35,600 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1713 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:19:36,428 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1708 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:19:36,429 INFO [20260714_110816_4b3fe2] agent.conversation_loop: API call #13: model=default provider=custom in=73830 out=474 total=74304 latency=7.1s cache=51584/73830 (70%)
2026-07-14 11:19:36,577 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1710 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:19:36,579 INFO [20260714_110816_28276c] agent.conversation_loop: API call #16: model=default provider=custom in=31974 out=385 total=32359 latency=4.5s cache=29568/31974 (92%)
2026-07-14 11:19:37,041 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool terminal completed (0.59s, 101 chars)
2026-07-14 11:19:37,568 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1713 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:19:37,569 INFO [20260714_110816_a212f6] agent.conversation_loop: API call #14: model=default provider=custom in=28877 out=67 total=28944 latency=2.0s cache=26752/28877 (93%)
2026-07-14 11:19:38,163 INFO [20260714_110816_a212f6] agent.tool_executor: tool terminal completed (0.58s, 73 chars)
2026-07-14 11:19:38,191 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1718 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:19:38,226 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool terminal completed (0.18s, 45 chars)
2026-07-14 11:19:39,624 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool terminal completed (0.39s, 239 chars)
2026-07-14 11:19:39,659 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1720 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:19:40,228 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1718 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:19:40,229 INFO [20260714_110816_a212f6] agent.conversation_loop: API call #15: model=default provider=custom in=28984 out=78 total=29062 latency=2.1s cache=26752/28984 (92%)
2026-07-14 11:19:41,028 INFO [20260714_110816_a212f6] agent.tool_executor: tool terminal completed (0.78s, 93 chars)
2026-07-14 11:19:41,058 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1722 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:19:43,007 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1722 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:19:43,008 INFO [20260714_110816_a212f6] agent.conversation_loop: API call #16: model=default provider=custom in=29094 out=71 total=29165 latency=2.0s cache=26880/29094 (92%)
2026-07-14 11:19:43,621 INFO [20260714_110816_a212f6] agent.tool_executor: tool terminal completed (0.58s, 143 chars)
2026-07-14 11:19:43,652 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1724 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:19:49,201 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1720 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:19:49,202 INFO [20260714_110816_4b3fe2] agent.conversation_loop: API call #14: model=default provider=custom in=74433 out=801 total=75234 latency=9.6s cache=71808/74433 (96%)
2026-07-14 11:19:49,479 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool terminal completed (0.26s, 45 chars)
2026-07-14 11:19:51,290 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1724 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:19:51,292 INFO [20260714_110816_a212f6] agent.conversation_loop: API call #17: model=default provider=custom in=29221 out=214 total=29435 latency=7.7s cache=27136/29221 (93%)
2026-07-14 11:19:51,671 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool terminal completed (1.18s, 1135 chars)
2026-07-14 11:19:52,091 INFO [20260714_110816_a212f6] agent.tool_executor: tool terminal completed (0.78s, 93 chars)
2026-07-14 11:19:52,136 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1728 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:19:53,089 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool terminal completed (0.39s, 101 chars)
2026-07-14 11:19:53,128 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1730 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:19:54,620 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1728 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:19:54,620 INFO [20260714_110816_a212f6] agent.conversation_loop: API call #18: model=default provider=custom in=29331 out=118 total=29449 latency=2.5s cache=27136/29331 (93%)
2026-07-14 11:19:55,425 INFO [20260714_110816_a212f6] agent.tool_executor: tool terminal completed (0.79s, 3777 chars)
2026-07-14 11:19:55,456 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1732 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:19:58,996 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1730 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:19:58,997 INFO [20260714_110816_4b3fe2] agent.conversation_loop: API call #15: model=default provider=custom in=75161 out=496 total=75657 latency=5.9s cache=72320/75161 (96%)
2026-07-14 11:19:59,464 INFO [20260714_110816_28276c] agent.tool_executor: tool terminal completed (22.86s, 10962 chars)
2026-07-14 11:19:59,501 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1734 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:20:00,528 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1732 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:20:00,530 INFO [20260714_110816_a212f6] agent.conversation_loop: API call #19: model=default provider=custom in=30893 out=319 total=31212 latency=5.1s cache=27264/30893 (88%)
2026-07-14 11:20:02,227 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool terminal completed (3.21s, 107 chars)
2026-07-14 11:20:02,553 INFO [20260714_110816_a212f6] agent.tool_executor: tool terminal completed (2.00s, 225 chars)
2026-07-14 11:20:02,588 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1736 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:20:04,566 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool terminal completed (1.28s, 45 chars)
2026-07-14 11:20:06,140 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1734 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:20:06,141 INFO [20260714_110816_28276c] agent.conversation_loop: API call #17: model=default provider=custom in=35216 out=487 total=35703 latency=6.7s cache=30336/35216 (86%)
2026-07-14 11:20:11,815 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool terminal completed (6.24s, 3793 chars)
2026-07-14 11:20:11,850 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1740 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:20:12,084 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1736 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:20:12,086 INFO [20260714_110816_a212f6] agent.conversation_loop: API call #20: model=default provider=custom in=31008 out=817 total=31825 latency=9.5s cache=28800/31008 (93%)
2026-07-14 11:20:12,883 INFO [20260714_110816_a212f6] agent.tool_executor: tool terminal completed (0.78s, 68 chars)
2026-07-14 11:20:12,918 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1742 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:20:16,782 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1740 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:20:16,782 INFO [20260714_110816_4b3fe2] agent.conversation_loop: API call #16: model=default provider=custom in=76719 out=296 total=77015 latency=5.0s cache=73088/76719 (95%)
2026-07-14 11:20:17,929 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1742 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:20:17,930 INFO [20260714_110816_a212f6] agent.conversation_loop: API call #21: model=default provider=custom in=31143 out=289 total=31432 latency=5.0s cache=28928/31143 (93%)
2026-07-14 11:20:18,730 INFO [20260714_110816_a212f6] agent.tool_executor: tool terminal completed (0.78s, 75 chars)
2026-07-14 11:20:18,759 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1745 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:20:21,393 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1745 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:20:21,395 INFO [20260714_110816_a212f6] agent.conversation_loop: API call #22: model=default provider=custom in=31249 out=90 total=31339 latency=2.7s cache=29056/31249 (93%)
2026-07-14 11:20:22,203 INFO [20260714_110816_a212f6] agent.tool_executor: tool terminal completed (0.78s, 93 chars)
2026-07-14 11:20:22,238 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1747 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:20:24,413 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1747 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:20:24,415 INFO [20260714_110816_a212f6] agent.conversation_loop: API call #23: model=default provider=custom in=31359 out=67 total=31426 latency=2.2s cache=29184/31359 (93%)
2026-07-14 11:20:25,219 INFO [20260714_110816_a212f6] agent.tool_executor: tool terminal completed (0.78s, 73 chars)
2026-07-14 11:20:25,254 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1749 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:20:27,232 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1749 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:20:27,232 INFO [20260714_110816_a212f6] agent.conversation_loop: API call #24: model=default provider=custom in=31466 out=65 total=31531 latency=2.0s cache=29312/31466 (93%)
2026-07-14 11:20:28,038 INFO [20260714_110816_a212f6] agent.tool_executor: tool terminal completed (0.78s, 93 chars)
2026-07-14 11:20:28,069 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1751 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:20:29,816 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool terminal completed (13.01s, 4451 chars)
2026-07-14 11:20:31,223 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1751 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:20:31,224 INFO [20260714_110816_a212f6] agent.conversation_loop: API call #25: model=default provider=custom in=35372 out=226 total=35598 latency=3.2s
2026-07-14 11:20:32,021 INFO [20260714_110816_a212f6] agent.tool_executor: tool terminal completed (0.78s, 143 chars)
2026-07-14 11:20:32,054 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1754 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:20:33,369 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1754 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:20:33,370 INFO [20260714_110816_a212f6] agent.conversation_loop: API call #26: model=default provider=custom in=35643 out=226 total=35869 latency=1.3s cache=28313/35643 (79%)
2026-07-14 11:20:34,163 INFO [20260714_110816_a212f6] agent.tool_executor: tool terminal completed (0.78s, 102 chars)
2026-07-14 11:20:34,196 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1756 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:20:36,249 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1756 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:20:36,251 INFO [20260714_110816_a212f6] agent.conversation_loop: API call #27: model=default provider=custom in=35907 out=259 total=36166 latency=2.1s cache=28307/35907 (79%)
2026-07-14 11:20:37,439 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool terminal completed (6.61s, 3989 chars)
2026-07-14 11:20:37,654 INFO [20260714_110816_a212f6] agent.tool_executor: tool terminal completed (1.38s, 103 chars)
2026-07-14 11:20:37,686 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1758 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:20:39,491 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1758 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:20:39,491 INFO [20260714_110816_a212f6] agent.conversation_loop: API call #28: model=default provider=custom in=36214 out=327 total=36541 latency=1.8s cache=28303/36214 (78%)
2026-07-14 11:20:39,512 INFO [20260714_110816_a212f6] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=28/50 budget=28/50 tool_turns=27 last_msg_role=assistant response_len=429 session=20260714_110816_a212f6
2026-07-14 11:20:39,535 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=ThreadPoolExecutor-84_1:135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:20:39,588 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:20:39,738 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 11:20:39,762 INFO [20260714_110816_a212f6] agent.turn_context: conversation turn: session=20260714_110816_a212f6 model=default provider=custom platform=subagent history=60 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 11:20:39,790 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1760 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:20:46,052 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool terminal completed (7.60s, 4063 chars)
2026-07-14 11:20:46,085 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1761 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:21:04,320 INFO [20260714_110816_28276c] agent.tool_executor: tool terminal completed (58.16s, 9012 chars)
2026-07-14 11:21:04,361 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1762 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:21:21,269 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1760 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:21:21,271 INFO [20260714_110816_a212f6] agent.conversation_loop: API call #1: model=default provider=custom in=31554 out=1448 total=33002 latency=41.5s
2026-07-14 11:21:21,275 WARNING [20260714_110816_a212f6] agent.tool_executor: Tool patch returned error (0.00s): {"error": "Background review denied non-whitelisted tool: patch. Only memory/skill tools are allowed."}
2026-07-14 11:21:21,298 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1763 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:23:11,879 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (14 chars)
2026-07-14 11:23:11,897 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='update tiến độ' reply_to_id=12 reply_to_text=''
2026-07-14 11:23:12,081 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 11:23:12,161 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=163 msg='[NN Vo] update tiến độ'
2026-07-14 11:23:12,224 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1764 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:25:13,576 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1764 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:25:13,579 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #66: model=default provider=custom in=81324 out=345 total=81669 latency=121.4s
2026-07-14 11:25:13,750 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1763 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:25:13,752 INFO [20260714_110816_a212f6] agent.conversation_loop: API call #2: model=default provider=custom in=29440 out=275 total=29715 latency=232.5s
2026-07-14 11:25:13,789 WARNING [20260714_110816_a212f6] agent.tool_executor: Tool skill_manage returned error (0.03s): {"success": false, "error": "Refusing background curator patch for skill 'research-pipeline': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, 
2026-07-14 11:25:13,825 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1766 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:25:14,194 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1762 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:25:14,196 INFO [20260714_110816_28276c] agent.conversation_loop: API call #18: model=default provider=custom in=33368 out=664 total=34032 latency=249.9s
2026-07-14 11:25:14,432 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.78s, 773 chars)
2026-07-14 11:25:14,484 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1769 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:25:14,819 INFO [20260714_110816_28276c] agent.tool_executor: tool search_files completed (0.60s, 73 chars)
2026-07-14 11:25:14,854 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1770 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:25:15,582 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1761 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:25:15,583 INFO [20260714_110816_4b3fe2] agent.conversation_loop: API call #17: model=default provider=custom in=73056 out=680 total=73736 latency=269.5s
2026-07-14 11:25:16,997 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1766 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:25:16,998 INFO [20260714_110816_a212f6] agent.conversation_loop: API call #3: model=default provider=custom in=29852 out=38 total=29890 latency=3.2s
2026-07-14 11:25:17,103 INFO [20260714_110816_a212f6] agent.tool_executor: tool skill_view completed (0.09s, 1210 chars)
2026-07-14 11:25:17,128 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1772 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:25:19,583 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool terminal completed (3.99s, 3386 chars)
2026-07-14 11:25:19,639 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1772 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:25:19,640 INFO [20260714_110816_a212f6] agent.conversation_loop: API call #4: model=default provider=custom in=30269 out=54 total=30323 latency=2.5s cache=27648/30269 (91%)
2026-07-14 11:25:19,701 INFO [20260714_110816_a212f6] agent.tool_executor: tool skill_view completed (0.06s, 3963 chars)
2026-07-14 11:25:19,724 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1773 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:25:20,009 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1770 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:25:20,010 INFO [20260714_110816_28276c] agent.conversation_loop: API call #19: model=default provider=custom in=33545 out=208 total=33753 latency=5.2s
2026-07-14 11:25:20,131 INFO agent.tool_executor: tool read_file completed (0.10s, 14894 chars)
2026-07-14 11:25:20,170 INFO agent.tool_executor: tool search_files completed (0.14s, 18 chars)
2026-07-14 11:25:20,214 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1780 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:25:25,017 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1769 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:25:25,017 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #67: model=default provider=custom in=81691 out=608 total=82299 latency=10.6s cache=78848/81691 (97%)
2026-07-14 11:25:25,035 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=61 last_msg_role=assistant response_len=1694 session=20260712_081412_654c5f58
2026-07-14 11:25:25,054 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=133.2s api_calls=2 response=1694 chars
2026-07-14 11:25:25,095 INFO gateway.platforms.base: [Telegram] Sending response (1694 chars) to -1003707758328
2026-07-14 11:25:27,194 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool terminal completed (6.60s, 3664 chars)
2026-07-14 11:25:28,248 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1780 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:25:28,248 INFO [20260714_110816_28276c] agent.conversation_loop: API call #20: model=default provider=custom in=38303 out=340 total=38643 latency=8.1s cache=31232/38303 (82%)
2026-07-14 11:25:28,852 INFO [20260714_110816_28276c] agent.tool_executor: tool terminal completed (0.59s, 8011 chars)
2026-07-14 11:25:29,982 INFO [20260714_110816_28276c] agent.tool_executor: tool terminal completed (0.12s, 3683 chars)
2026-07-14 11:25:30,171 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1785 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:25:31,073 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1773 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:25:31,074 INFO [20260714_110816_a212f6] agent.conversation_loop: API call #5: model=default provider=custom in=31517 out=435 total=31952 latency=11.4s cache=28160/31517 (89%)
2026-07-14 11:25:31,111 INFO [20260714_110816_a212f6] agent.tool_executor: tool skill_manage completed (0.03s, 543 chars)
2026-07-14 11:25:31,137 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1786 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:25:37,412 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool terminal completed (9.21s, 19753 chars)
2026-07-14 11:25:39,855 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool terminal completed (1.38s, 761 chars)
2026-07-14 11:25:39,895 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1788 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:25:44,069 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1786 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:25:44,070 INFO [20260714_110816_a212f6] agent.conversation_loop: API call #6: model=default provider=custom in=32093 out=347 total=32440 latency=12.9s cache=29184/32093 (91%)
2026-07-14 11:25:44,109 INFO [20260714_110816_a212f6] agent.tool_executor: tool skill_manage completed (0.04s, 195 chars)
2026-07-14 11:25:44,134 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1789 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:25:49,137 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1785 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:25:49,139 INFO [20260714_110816_28276c] agent.conversation_loop: API call #21: model=default provider=custom in=41538 out=715 total=42253 latency=19.0s cache=35840/41538 (86%)
2026-07-14 11:25:49,203 INFO [20260714_110816_28276c] tools.browser_tool: Created local browser session h_56c5c52d37 for task sa-0-b6a07083
2026-07-14 11:25:49,721 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1789 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:25:49,722 INFO [20260714_110816_a212f6] agent.conversation_loop: API call #7: model=default provider=custom in=32509 out=142 total=32651 latency=5.6s cache=29696/32509 (91%)
2026-07-14 11:25:49,728 INFO [20260714_110816_a212f6] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=7/16 budget=7/16 tool_turns=33 last_msg_role=assistant response_len=613 session=20260714_110816_a212f6
2026-07-14 11:25:49,732 INFO [20260714_110816_a212f6] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:25:50,951 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1788 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:25:50,952 INFO [20260714_110816_4b3fe2] agent.conversation_loop: API call #18: model=default provider=custom in=82283 out=418 total=82701 latency=11.1s
2026-07-14 11:25:54,816 INFO [20260714_110816_28276c] agent.tool_executor: tool browser_navigate completed (5.65s, 8571 chars)
2026-07-14 11:25:58,965 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool terminal completed (8.00s, 3682 chars)
2026-07-14 11:26:05,773 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool terminal completed (5.80s, 3692 chars)
2026-07-14 11:26:09,754 INFO [20260714_110816_28276c] agent.tool_executor: tool browser_navigate completed (13.93s, 5027 chars)
2026-07-14 11:26:12,587 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool terminal completed (5.80s, 3706 chars)
2026-07-14 11:26:12,636 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1793 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:26:22,727 INFO [20260714_110816_28276c] agent.tool_executor: tool browser_navigate completed (11.96s, 4301 chars)
2026-07-14 11:26:26,706 INFO [20260714_110816_28276c] agent.tool_executor: tool browser_navigate completed (2.96s, 1587 chars)
2026-07-14 11:26:29,680 WARNING [20260714_110816_28276c] agent.tool_executor: Tool browser_navigate returned error (1.97s): {"success": false, "error": "Navigation failed: net::ERR_ABORTED"}
2026-07-14 11:26:29,724 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1794 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:26:39,799 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1793 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:26:39,801 INFO [20260714_110816_4b3fe2] agent.conversation_loop: API call #19: model=default provider=custom in=85816 out=844 total=86660 latency=27.2s cache=79872/85816 (93%)
2026-07-14 11:26:40,405 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool terminal completed (0.58s, 3664 chars)
2026-07-14 11:26:47,208 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool terminal completed (5.79s, 3702 chars)
2026-07-14 11:26:48,814 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool terminal completed (0.59s, 3706 chars)
2026-07-14 11:26:48,854 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1798 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:26:51,902 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1794 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:26:51,904 INFO [20260714_110816_28276c] agent.conversation_loop: API call #22: model=default provider=custom in=48733 out=1484 total=50217 latency=22.2s cache=39424/48733 (81%)
2026-07-14 11:26:52,117 INFO [20260714_110816_28276c] agent.tool_executor: tool patch completed (0.20s, 3334 chars)
2026-07-14 11:26:52,149 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1807 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:27:00,100 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (116 chars)
2026-07-14 11:27:00,116 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='ok giữ, nhưng tôi check có vẻ các file topic của mỗi nước đều đã đuợc update, nh' reply_to_id=12 reply_to_text=''
2026-07-14 11:27:00,232 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1807 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:27:00,233 INFO [20260714_110816_28276c] agent.conversation_loop: API call #23: model=default provider=custom in=50539 out=107 total=50646 latency=8.1s cache=46592/50539 (92%)
2026-07-14 11:27:00,321 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 11:27:00,409 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=167 msg='[NN Vo] ok giữ, nhưng tôi check có vẻ các file topic của mỗi nước đều đã đuợc up...'
2026-07-14 11:27:00,502 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1809 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:27:01,130 INFO [20260714_110816_28276c] agent.tool_executor: tool terminal completed (0.83s, 5264 chars)
2026-07-14 11:27:01,173 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1810 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:27:04,852 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1810 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:27:04,853 INFO [20260714_110816_28276c] agent.conversation_loop: API call #24: model=default provider=custom in=51736 out=91 total=51827 latency=3.7s cache=48128/51736 (93%)
2026-07-14 11:27:05,657 INFO [20260714_110816_28276c] agent.tool_executor: tool terminal completed (0.79s, 590 chars)
2026-07-14 11:27:05,687 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1812 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:27:09,404 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1809 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:27:09,405 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #68: model=default provider=custom in=82334 out=454 total=82788 latency=8.9s cache=79360/82334 (96%)
2026-07-14 11:27:09,459 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.03s, 797 chars)
2026-07-14 11:27:09,843 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1798 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:27:09,844 INFO [20260714_110816_4b3fe2] agent.conversation_loop: API call #20: model=default provider=custom in=89385 out=930 total=90315 latency=21.0s cache=83456/89385 (93%)
2026-07-14 11:27:10,641 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool terminal completed (0.78s, 3131 chars)
2026-07-14 11:27:12,231 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool terminal completed (0.58s, 5207 chars)
2026-07-14 11:27:12,262 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (1.79s, 2435 chars)
2026-07-14 11:27:12,281 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1817 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:27:12,343 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1818 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:27:13,052 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1812 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:27:13,053 INFO [20260714_110816_28276c] agent.conversation_loop: API call #25: model=default provider=custom in=52058 out=233 total=52291 latency=7.4s cache=49664/52058 (95%)
2026-07-14 11:27:13,649 INFO [20260714_110816_28276c] agent.tool_executor: tool terminal completed (0.58s, 507 chars)
2026-07-14 11:27:13,686 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1820 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:27:16,994 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1820 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:27:16,999 INFO [20260714_110816_28276c] agent.conversation_loop: API call #26: model=default provider=custom in=52297 out=151 total=52448 latency=3.3s cache=49664/52297 (95%)
2026-07-14 11:27:18,452 INFO [20260714_110816_28276c] agent.tool_executor: tool terminal completed (1.38s, 682 chars)
2026-07-14 11:27:18,485 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1822 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:27:22,692 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1822 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:27:22,692 INFO [20260714_110816_28276c] agent.conversation_loop: API call #27: model=default provider=custom in=52674 out=167 total=52841 latency=4.2s cache=50176/52674 (95%)
2026-07-14 11:27:23,286 WARNING [20260714_110816_28276c] agent.tool_executor: Tool terminal returned error (0.58s): {"output": "usage: hermes [-h] [--version] [-z PROMPT] [--usage-file PATH] [-m MODEL]\n              [--provider PROVIDER] [-t TOOLSETS] [--resume SESSION]\n              [--continue [SESSION_NAME]] [
2026-07-14 11:27:23,336 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1824 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:27:24,203 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1817 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:27:24,206 INFO [20260714_110816_4b3fe2] agent.conversation_loop: API call #21: model=default provider=custom in=91335 out=685 total=92020 latency=11.9s cache=87040/91335 (95%)
2026-07-14 11:27:27,415 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1818 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:27:27,416 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #69: model=default provider=custom in=83794 out=917 total=84711 latency=15.1s cache=79872/83794 (95%)
2026-07-14 11:27:27,433 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=62 last_msg_role=assistant response_len=1611 session=20260712_081412_654c5f58
2026-07-14 11:27:27,451 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=27.3s api_calls=2 response=1611 chars
2026-07-14 11:27:27,482 INFO gateway.platforms.base: [Telegram] Sending response (1611 chars) to -1003707758328
2026-07-14 11:27:28,975 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1824 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:27:28,976 INFO [20260714_110816_28276c] agent.conversation_loop: API call #28: model=default provider=custom in=53111 out=112 total=53223 latency=5.7s cache=50176/53111 (94%)
2026-07-14 11:27:29,447 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool terminal completed (5.21s, 16784 chars)
2026-07-14 11:27:29,777 INFO [20260714_110816_28276c] agent.tool_executor: tool terminal completed (0.78s, 1047 chars)
2026-07-14 11:27:29,814 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1827 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:27:32,477 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool terminal completed (1.99s, 762 chars)
2026-07-14 11:27:34,923 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1827 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:27:34,924 INFO [20260714_110816_28276c] agent.conversation_loop: API call #29: model=default provider=custom in=53450 out=100 total=53550 latency=5.1s
2026-07-14 11:27:36,122 INFO [20260714_110816_28276c] agent.tool_executor: tool terminal completed (1.18s, 814 chars)
2026-07-14 11:27:36,154 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1831 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:27:39,080 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool terminal completed (5.60s, 10456 chars)
2026-07-14 11:27:39,146 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1832 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:27:49,339 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1832 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:27:49,341 INFO [20260714_110816_4b3fe2] agent.conversation_loop: API call #22: model=default provider=custom in=99383 out=320 total=99703 latency=10.2s
2026-07-14 11:27:49,760 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool terminal completed (0.39s, 297 chars)
2026-07-14 11:27:50,461 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1831 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:27:50,462 INFO [20260714_110816_28276c] agent.conversation_loop: API call #30: model=default provider=custom in=53876 out=317 total=54193 latency=14.3s
2026-07-14 11:27:51,166 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool terminal completed (0.39s, 297 chars)
2026-07-14 11:27:52,158 INFO [20260714_110816_28276c] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=30/50 budget=30/50 tool_turns=29 last_msg_role=assistant response_len=1089 session=20260714_110816_28276c
2026-07-14 11:27:52,182 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=ThreadPoolExecutor-84_0:135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:27:52,259 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:27:52,409 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 11:27:52,430 INFO [20260714_110816_28276c] agent.turn_context: conversation turn: session=20260714_110816_28276c model=default provider=custom platform=subagent history=79 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 11:27:52,464 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1836 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:27:58,804 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool terminal completed (6.62s, 7417 chars)
2026-07-14 11:27:58,856 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1837 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:28:06,669 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1837 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:28:06,670 INFO [20260714_110816_4b3fe2] agent.conversation_loop: API call #23: model=default provider=custom in=117785 out=1332 total=119117 latency=7.8s
2026-07-14 11:28:07,504 WARNING [20260714_110816_4b3fe2] agent.tool_executor: Tool terminal returned error (0.79s): {"output": "usage: hermes [-h] [--version] [-z PROMPT] [--usage-file PATH] [-m MODEL]\n              [--provider PROVIDER] [-t TOOLSETS] [--resume SESSION]\n              [--continue [SESSION_NAME]] [
2026-07-14 11:28:07,546 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1839 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:28:09,451 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1839 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:28:09,452 INFO [20260714_110816_4b3fe2] agent.conversation_loop: API call #24: model=default provider=custom in=119219 out=443 total=119662 latency=1.9s cache=114012/119219 (96%)
2026-07-14 11:28:09,966 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1836 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:28:09,968 INFO [20260714_110816_28276c] agent.conversation_loop: API call #1: model=default provider=custom in=62392 out=2107 total=64499 latency=17.5s cache=3200/62392 (5%)
2026-07-14 11:28:10,166 INFO agent.tool_executor: tool skill_view completed (0.19s, 5876 chars)
2026-07-14 11:28:10,177 INFO agent.tool_executor: tool skill_view completed (0.21s, 4642 chars)
2026-07-14 11:28:10,208 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1841 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:28:10,255 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool terminal completed (0.79s, 2183 chars)
2026-07-14 11:28:10,305 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1842 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:28:12,217 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1842 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:28:12,218 INFO [20260714_110816_4b3fe2] agent.conversation_loop: API call #25: model=default provider=custom in=120245 out=265 total=120510 latency=1.9s cache=114009/120245 (95%)
2026-07-14 11:28:13,014 WARNING [20260714_110816_4b3fe2] agent.tool_executor: Tool terminal returned error (0.78s): {"output": "usage: hermes [-h] [--version] [-z PROMPT] [--usage-file PATH] [-m MODEL]\n              [--provider PROVIDER] [-t TOOLSETS] [--resume SESSION]\n              [--continue [SESSION_NAME]] [
2026-07-14 11:28:13,064 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1844 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:28:13,194 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1841 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:28:13,195 INFO [20260714_110816_28276c] agent.conversation_loop: API call #2: model=default provider=custom in=62475 out=680 total=63155 latency=3.0s
2026-07-14 11:28:13,222 WARNING [20260714_110816_28276c] agent.tool_executor: Tool skill_manage returned error (0.02s): {"success": false, "error": "Refusing background curator patch for skill 'research-and-innovation': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKIL
2026-07-14 11:28:13,252 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1845 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:29:08,188 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1845 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:29:08,191 INFO [20260714_110816_28276c] agent.conversation_loop: API call #3: model=default provider=custom in=83549 out=57 total=83606 latency=55.0s
2026-07-14 11:29:08,259 INFO [20260714_110816_28276c] agent.tool_executor: tool skill_view completed (0.06s, 5876 chars)
2026-07-14 11:29:08,286 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1846 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:29:11,420 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1844 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:29:11,421 INFO [20260714_110816_4b3fe2] agent.conversation_loop: API call #26: model=default provider=custom in=142401 out=178 total=142579 latency=58.4s
2026-07-14 11:29:12,223 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool terminal completed (0.78s, 507 chars)
2026-07-14 11:29:12,254 INFO [20260714_110816_4b3fe2] agent.auxiliary_client: Auxiliary auto-detect: using main provider custom (default)
2026-07-14 11:29:12,330 INFO [20260714_110816_4b3fe2] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1/ — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 11:29:12,332 INFO [20260714_110816_4b3fe2] agent.conversation_compression: context compression started: session=20260714_110816_4b3fe2 messages=93 tokens=~142,401 model=default focus=None
2026-07-14 11:29:12,358 INFO [20260714_110816_4b3fe2] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-14 11:29:38,734 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1846 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:29:38,736 INFO [20260714_110816_28276c] agent.conversation_loop: API call #4: model=default provider=custom in=86284 out=1531 total=87815 latency=30.5s cache=81443/86284 (94%)
2026-07-14 11:29:38,782 INFO [20260714_110816_28276c] agent.tool_executor: tool skill_manage completed (0.04s, 539 chars)
2026-07-14 11:29:38,814 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1848 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:29:42,964 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1848 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:29:42,965 INFO [20260714_110816_28276c] agent.conversation_loop: API call #5: model=default provider=custom in=88039 out=78 total=88117 latency=4.2s cache=81606/88039 (93%)
2026-07-14 11:29:43,030 INFO [20260714_110816_28276c] agent.tool_executor: tool skill_view completed (0.06s, 4642 chars)
2026-07-14 11:29:43,066 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1849 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:29:47,082 INFO [20260714_110816_4b3fe2] agent.conversation_compression: context compression done: session=20260714_110816_4b3fe2 messages=93->37 rough_tokens=~43,360 awaiting_real_usage=true
2026-07-14 11:29:47,115 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1850 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:29:51,362 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1849 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:29:51,363 INFO [20260714_110816_28276c] agent.conversation_loop: API call #6: model=default provider=custom in=90138 out=470 total=90608 latency=8.3s cache=85815/90138 (95%)
2026-07-14 11:29:51,397 INFO [20260714_110816_28276c] agent.tool_executor: tool skill_manage completed (0.03s, 536 chars)
2026-07-14 11:29:51,424 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1851 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:30:07,402 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1850 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:30:07,404 INFO [20260714_110816_4b3fe2] agent.conversation_loop: API call #27: model=default provider=custom in=56477 out=173 total=56650 latency=20.3s
2026-07-14 11:30:07,556 INFO agent.tool_executor: tool read_file completed (0.12s, 7374 chars)
2026-07-14 11:30:07,572 INFO agent.tool_executor: tool read_file completed (0.14s, 6681 chars)
2026-07-14 11:30:07,628 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1860 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:30:11,902 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1851 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:30:11,903 INFO [20260714_110816_28276c] agent.conversation_loop: API call #7: model=default provider=custom in=67742 out=128 total=67870 latency=20.5s
2026-07-14 11:30:11,987 INFO [20260714_110816_28276c] agent.tool_executor: tool skill_view completed (0.07s, 4608 chars)
2026-07-14 11:30:12,019 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1861 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:30:32,792 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1861 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:30:32,793 INFO [20260714_110816_28276c] agent.conversation_loop: API call #8: model=default provider=custom in=69207 out=406 total=69613 latency=20.8s
2026-07-14 11:30:32,879 INFO [20260714_110816_28276c] agent.tool_executor: tool skill_manage completed (0.05s, 537 chars)
2026-07-14 11:30:32,919 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1862 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:30:40,297 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1860 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:30:40,299 INFO [20260714_110816_4b3fe2] agent.conversation_loop: API call #28: model=default provider=custom in=54303 out=2288 total=56591 latency=32.7s
2026-07-14 11:30:40,494 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool write_file completed (0.16s, 337 chars)
2026-07-14 11:30:40,534 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1869 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:30:50,883 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1862 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:30:50,884 INFO [20260714_110816_28276c] agent.conversation_loop: API call #9: model=default provider=custom in=69791 out=87 total=69878 latency=18.0s
2026-07-14 11:30:50,943 INFO [20260714_110816_28276c] agent.tool_executor: tool skill_view completed (0.06s, 2130 chars)
2026-07-14 11:30:50,976 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1870 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:30:56,831 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1869 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:30:56,832 INFO [20260714_110816_4b3fe2] agent.conversation_loop: API call #29: model=default provider=custom in=56706 out=39 total=56745 latency=16.3s
2026-07-14 11:30:56,849 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool todo completed (0.00s, 566 chars)
2026-07-14 11:30:56,882 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1871 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:31:12,631 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1871 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:31:12,632 INFO [20260714_110816_4b3fe2] agent.conversation_loop: API call #30: model=default provider=custom in=50807 out=148 total=50955 latency=15.8s cache=10752/50807 (21%)
2026-07-14 11:31:12,659 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool todo completed (0.00s, 572 chars)
2026-07-14 11:31:12,699 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1872 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:31:18,481 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1872 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:31:18,483 INFO [20260714_110816_4b3fe2] agent.conversation_loop: API call #31: model=default provider=custom in=51122 out=311 total=51433 latency=5.8s cache=48640/51122 (95%)
2026-07-14 11:31:19,298 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool terminal completed (0.79s, 346 chars)
2026-07-14 11:31:21,091 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool terminal completed (0.78s, 595 chars)
2026-07-14 11:31:21,147 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1875 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:31:23,995 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1870 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:31:23,997 INFO [20260714_110816_28276c] agent.conversation_loop: API call #10: model=default provider=custom in=66959 out=1346 total=68305 latency=33.0s
2026-07-14 11:31:24,048 INFO [20260714_110816_28276c] agent.tool_executor: tool skill_manage completed (0.05s, 241 chars)
2026-07-14 11:31:24,092 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1876 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:31:26,855 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1875 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:31:26,856 INFO [20260714_110816_4b3fe2] agent.conversation_loop: API call #32: model=default provider=custom in=51598 out=198 total=51796 latency=5.7s cache=48640/51598 (94%)
2026-07-14 11:31:27,659 WARNING [20260714_110816_4b3fe2] agent.tool_executor: Tool terminal returned error (0.78s): {"output": "usage: hermes [-h] [--version] [-z PROMPT] [--usage-file PATH] [-m MODEL]\n              [--provider PROVIDER] [-t TOOLSETS] [--resume SESSION]\n              [--continue [SESSION_NAME]] [
2026-07-14 11:31:29,454 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool terminal completed (0.78s, 78 chars)
2026-07-14 11:31:29,491 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1879 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:31:31,572 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1876 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:31:31,573 INFO [20260714_110816_28276c] agent.conversation_loop: API call #11: model=default provider=custom in=68380 out=303 total=68683 latency=7.5s cache=64512/68380 (94%)
2026-07-14 11:31:31,579 INFO [20260714_110816_28276c] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=11/16 budget=11/16 tool_turns=39 last_msg_role=assistant response_len=1265 session=20260714_110816_28276c
2026-07-14 11:31:31,584 INFO [20260714_110816_28276c] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:31:39,692 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1879 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:31:39,695 INFO [20260714_110816_4b3fe2] agent.conversation_loop: API call #33: model=default provider=custom in=52151 out=150 total=52301 latency=10.2s cache=49152/52151 (94%)
2026-07-14 11:31:40,503 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool terminal completed (0.79s, 1047 chars)
2026-07-14 11:31:40,547 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1881 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:31:43,936 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1881 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:31:43,937 INFO [20260714_110816_4b3fe2] agent.conversation_loop: API call #34: model=default provider=custom in=52488 out=92 total=52580 latency=3.4s cache=49664/52488 (95%)
2026-07-14 11:31:44,736 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool terminal completed (0.78s, 68 chars)
2026-07-14 11:31:44,766 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1883 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:31:49,098 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1883 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:31:49,100 INFO [20260714_110816_4b3fe2] agent.conversation_loop: API call #35: model=default provider=custom in=52616 out=92 total=52708 latency=4.3s cache=50176/52616 (95%)
2026-07-14 11:31:49,904 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool terminal completed (0.78s, 811 chars)
2026-07-14 11:31:49,938 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1885 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:32:00,088 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1885 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:32:00,089 INFO [20260714_110816_4b3fe2] agent.conversation_loop: API call #36: model=default provider=custom in=52996 out=471 total=53467 latency=10.2s cache=50176/52996 (95%)
2026-07-14 11:32:00,924 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool terminal completed (0.79s, 68 chars)
2026-07-14 11:32:00,958 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1887 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:32:18,769 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1887 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:32:18,771 INFO [20260714_110816_4b3fe2] agent.conversation_loop: API call #37: model=default provider=custom in=53143 out=554 total=53697 latency=17.8s cache=50688/53143 (95%)
2026-07-14 11:32:18,798 INFO [20260714_110816_4b3fe2] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=37/50 budget=37/50 tool_turns=21 last_msg_role=assistant response_len=1061 session=20260714_110816_4b3fe2
2026-07-14 11:32:18,811 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=ThreadPoolExecutor-84_2:135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:32:18,874 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:32:18,967 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 11:32:18,994 INFO [20260714_110816_4b3fe2] agent.turn_context: conversation turn: session=20260714_110816_4b3fe2 model=default provider=custom platform=subagent history=61 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 11:32:19,027 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1888 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:32:19,087 INFO gateway.run: Watch pattern notification — injecting for telegram chat=-1003707758328 thread=12
2026-07-14 11:32:19,105 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='[ASYNC DELEGATION BATCH COMPLETE — deleg_7b444b89] A background fan-out of 3 sub' reply_to_id=None reply_to_text=''
2026-07-14 11:32:19,258 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 11:32:19,352 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=172 msg='[NN Vo] [ASYNC DELEGATION BATCH COMPLETE — deleg_7b444b89] A background fan-out ...'
2026-07-14 11:32:19,419 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1889 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:32:28,996 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1889 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:32:28,996 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #70: model=default provider=custom in=85281 out=447 total=85728 latency=9.6s cache=81408/85281 (95%)
2026-07-14 11:32:29,806 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.78s, 773 chars)
2026-07-14 11:32:30,901 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.08s, 2182 chars)
2026-07-14 11:32:31,044 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1888 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:32:31,044 INFO [20260714_110816_4b3fe2] agent.conversation_loop: API call #1: model=default provider=custom in=54440 out=81 total=54521 latency=12.0s
2026-07-14 11:32:31,125 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool skill_view completed (0.08s, 4611 chars)
2026-07-14 11:32:31,151 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1895 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:32:31,991 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.08s, 732 chars)
2026-07-14 11:32:32,038 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1900 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:32:44,030 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1895 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:32:44,031 INFO [20260714_110816_4b3fe2] agent.conversation_loop: API call #2: model=default provider=custom in=55845 out=688 total=56533 latency=12.9s cache=52224/55845 (94%)
2026-07-14 11:32:44,089 INFO [20260714_110816_4b3fe2] agent.tool_executor: tool skill_manage completed (0.05s, 544 chars)
2026-07-14 11:32:44,120 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1901 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:32:48,802 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1901 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:32:48,803 INFO [20260714_110816_4b3fe2] agent.conversation_loop: API call #3: model=default provider=custom in=56688 out=139 total=56827 latency=4.7s cache=53760/56688 (95%)
2026-07-14 11:32:48,808 INFO [20260714_110816_4b3fe2] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/16 budget=3/16 tool_turns=23 last_msg_role=assistant response_len=524 session=20260714_110816_4b3fe2
2026-07-14 11:32:48,812 INFO [20260714_110816_4b3fe2] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:32:51,482 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1900 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:32:51,484 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #71: model=default provider=custom in=86721 out=1102 total=87823 latency=19.5s cache=82944/86721 (96%)
2026-07-14 11:32:51,506 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=63 last_msg_role=assistant response_len=1969 session=20260712_081412_654c5f58
2026-07-14 11:32:51,542 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=32.4s api_calls=2 response=1969 chars
2026-07-14 11:32:51,588 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:32:51,592 INFO gateway.platforms.base: [Telegram] Sending response (1969 chars) to -1003707758328
2026-07-14 11:32:51,680 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 11:32:51,708 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=178 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 11:32:51,753 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1902 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:33:51,512 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (42 chars)
2026-07-14 11:33:51,531 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='làm tiếp, nhớ làm batch của 3 nước còn lại' reply_to_id=12 reply_to_text=''
2026-07-14 11:33:51,660 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 11:33:51,733 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=178 msg='[NN Vo] làm tiếp, nhớ làm batch của 3 nước còn lại'
2026-07-14 11:33:51,796 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1903 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:34:09,380 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1903 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:34:09,381 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #72: model=default provider=custom in=87414 out=689 total=88103 latency=17.6s
2026-07-14 11:34:09,461 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_0:135524911138496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:34:09,558 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 11:34:09,647 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_0:135524911138496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:34:09,758 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 11:34:09,848 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_0:135524911138496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:34:09,933 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 11:34:09,965 INFO [20260712_081412_654c5f58] tools.async_delegation: Dispatched async delegation batch deleg_2a12e68c (3 task(s), session_key=agent:main:telegram:group:-1003707758328:12)
2026-07-14 11:34:09,966 INFO [20260712_081412_654c5f58] agent.tool_executor: tool delegate_task completed (0.56s, 701 chars)
2026-07-14 11:34:09,984 INFO [20260714_113409_c38725] agent.turn_context: conversation turn: session=20260714_113409_c38725 model=default provider=custom platform=subagent history=0 msg='R&D Stage 1 batch 2: Draft China research topic.md có nguồn + APA, rồi handoff t...'
2026-07-14 11:34:10,013 INFO [20260714_113409_14b0ec] agent.turn_context: conversation turn: session=20260714_113409_14b0ec model=default provider=custom platform=subagent history=0 msg='R&D Stage 1 batch 2: Draft Vietnam research topic.md có nguồn + APA, rồi handoff...'
2026-07-14 11:34:10,026 INFO [20260714_113409_13b87e] agent.turn_context: conversation turn: session=20260714_113409_13b87e model=default provider=custom platform=subagent history=0 msg='R&D Stage 1 batch 2: Draft Indonesia research topic.md có nguồn + APA, rồi hando...'
2026-07-14 11:34:10,108 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1907 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:34:10,720 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1908 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:34:10,751 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1909 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:34:10,763 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1910 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:34:12,523 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1910 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:34:12,524 INFO [20260714_113409_13b87e] agent.conversation_loop: API call #1: model=default provider=custom in=14751 out=57 total=14808 latency=1.8s
2026-07-14 11:34:12,534 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1909 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:34:12,537 INFO [20260714_113409_14b0ec] agent.conversation_loop: API call #1: model=default provider=custom in=14755 out=37 total=14792 latency=1.8s
2026-07-14 11:34:13,517 INFO agent.tool_executor: tool skill_view completed (0.95s, 1784 chars)
2026-07-14 11:34:13,647 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1902 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:34:13,648 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=88497 out=762 total=89259 latency=81.9s
2026-07-14 11:34:13,658 INFO agent.tool_executor: tool skill_view completed (1.11s, 1784 chars)
2026-07-14 11:34:13,692 WARNING tools.skills_tool: Skill name collision for 'research-add-items': 4 candidates — /root/.hermes/skills/research-add-items/SKILL.md; /root/.hermes/skills/research-codex-en/research-add-items/SKILL.md; /root/.hermes/skills/research-en/research-add-items/SKILL.md; /root/.hermes/skills/research-zh/research-add-items/SKILL.md
2026-07-14 11:34:13,692 INFO agent.tool_executor: tool skill_view failed (1.14s): {"success": false, "error": "Ambiguous skill name 'research-add-items': 4 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path."
2026-07-14 11:34:13,731 INFO agent.tool_executor: tool skill_view completed (1.15s, 21171 chars)
2026-07-14 11:34:13,742 INFO agent.tool_executor: tool skill_view completed (1.19s, 21171 chars)
2026-07-14 11:34:13,761 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.08s): {"success": false, "error": "Refusing background curator patch for skill 'research-pipeline': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, 
2026-07-14 11:34:13,806 WARNING [20260714_113409_13b87e] agent.tool_executor: Tool skill_view returned error (1.14s): {"success": false, "error": "Ambiguous skill name 'research-add-items': 4 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path."
2026-07-14 11:34:13,833 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1911 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:34:13,860 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1912 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:34:13,967 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1913 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:34:14,379 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1908 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:34:14,382 INFO [20260714_113409_c38725] agent.conversation_loop: API call #1: model=default provider=custom in=14930 out=272 total=15202 latency=3.7s cache=4224/14930 (28%)
2026-07-14 11:34:14,423 INFO [20260714_113409_c38725] agent.tool_executor: tool todo completed (0.00s, 551 chars)
2026-07-14 11:34:14,456 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1914 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:34:15,467 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1912 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:34:15,473 INFO [20260714_113409_14b0ec] agent.conversation_loop: API call #2: model=default provider=custom in=22604 out=236 total=22840 latency=1.7s cache=12192/22604 (54%)
2026-07-14 11:34:15,534 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1911 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:34:15,537 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=94999 out=18 total=95017 latency=1.7s
2026-07-14 11:34:15,575 INFO [20260714_113409_14b0ec] agent.tool_executor: tool terminal completed (0.05s, 173 chars)
2026-07-14 11:34:15,632 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1916 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:34:15,672 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_view completed (0.13s, 4912 chars)
2026-07-14 11:34:15,731 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1917 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:34:20,451 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1907 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:34:20,453 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #73: model=default provider=custom in=88264 out=234 total=88498 latency=10.4s
2026-07-14 11:34:20,524 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=64 last_msg_role=assistant response_len=666 session=20260712_081412_654c5f58
2026-07-14 11:34:20,582 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=29.1s api_calls=2 response=666 chars
2026-07-14 11:34:20,620 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:34:20,690 INFO gateway.platforms.base: [Telegram] Sending response (666 chars) to -1003707758328
2026-07-14 11:34:20,777 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 11:34:20,829 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=182 msg='Review the conversation above and consider saving to memory if appropriate.  Foc...'
2026-07-14 11:34:20,876 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1918 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:34:32,119 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1913 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:34:32,120 INFO [20260714_113409_13b87e] agent.conversation_loop: API call #2: model=default provider=custom in=22426 out=112 total=22538 latency=18.3s
2026-07-14 11:34:32,381 INFO [20260714_113409_13b87e] agent.tool_executor: tool search_files completed (0.21s, 461 chars)
2026-07-14 11:34:32,418 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1921 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:34:32,454 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1914 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:34:32,454 INFO [20260714_113409_c38725] agent.conversation_loop: API call #2: model=default provider=custom in=15014 out=172 total=15186 latency=18.0s
2026-07-14 11:34:32,462 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1916 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:34:32,462 INFO [20260714_113409_14b0ec] agent.conversation_loop: API call #3: model=default provider=custom in=22331 out=107 total=22438 latency=16.9s
2026-07-14 11:34:32,589 INFO [20260714_113409_14b0ec] agent.tool_executor: tool read_file completed (0.10s, 7374 chars)
2026-07-14 11:34:32,592 INFO [20260714_113409_c38725] agent.tool_executor: tool skill_view completed (0.11s, 21171 chars)
2026-07-14 11:34:32,635 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1926 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:34:32,641 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1927 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:34:33,687 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1917 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:34:33,687 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #3: model=default provider=custom in=96455 out=665 total=97120 latency=18.0s
2026-07-14 11:34:33,732 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_manage completed (0.04s, 545 chars)
2026-07-14 11:34:33,774 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1928 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:34:33,839 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1927 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:34:33,841 INFO [20260714_113409_c38725] agent.conversation_loop: API call #3: model=default provider=custom in=22002 out=107 total=22109 latency=1.2s
2026-07-14 11:34:35,497 INFO [20260714_113409_c38725] agent.tool_executor: tool search_files completed (1.64s, 2861 chars)
2026-07-14 11:34:35,532 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1931 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:34:37,148 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1921 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:34:37,149 INFO [20260714_113409_13b87e] agent.conversation_loop: API call #3: model=default provider=custom in=27246 out=259 total=27505 latency=4.8s
2026-07-14 11:34:37,277 INFO agent.tool_executor: tool read_file completed (0.11s, 7430 chars)
2026-07-14 11:34:37,284 INFO agent.tool_executor: tool read_file completed (0.11s, 5882 chars)
2026-07-14 11:34:37,287 INFO agent.tool_executor: tool read_file completed (0.11s, 2597 chars)
2026-07-14 11:34:37,291 INFO agent.tool_executor: tool read_file completed (0.12s, 7374 chars)
2026-07-14 11:34:37,316 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1928 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:34:37,318 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #4: model=default provider=custom in=97293 out=33 total=97326 latency=3.6s
2026-07-14 11:34:37,374 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1948 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:34:37,419 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_view completed (0.10s, 122 chars)
2026-07-14 11:34:37,443 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1926 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:34:37,444 INFO [20260714_113409_14b0ec] agent.conversation_loop: API call #4: model=default provider=custom in=30527 out=152 total=30679 latency=4.8s
2026-07-14 11:34:37,463 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1949 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:34:38,316 INFO [20260714_113409_14b0ec] agent.tool_executor: tool terminal completed (0.85s, 673 chars)
2026-07-14 11:34:38,383 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1931 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:34:38,384 INFO [20260714_113409_c38725] agent.conversation_loop: API call #4: model=default provider=custom in=23744 out=53 total=23797 latency=2.9s
2026-07-14 11:34:38,413 INFO [20260714_113409_c38725] agent.tool_executor: tool terminal completed (0.01s, 149 chars)
2026-07-14 11:34:38,442 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1951 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:34:38,662 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1949 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:34:38,664 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #5: model=default provider=custom in=97375 out=381 total=97756 latency=1.2s cache=89293/97375 (92%)
2026-07-14 11:34:38,700 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_manage completed (0.03s, 195 chars)
2026-07-14 11:34:38,737 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1952 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:34:38,860 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1948 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:34:38,863 INFO [20260714_113409_13b87e] agent.conversation_loop: API call #4: model=default provider=custom in=30238 out=362 total=30600 latency=1.5s cache=20334/30238 (67%)
2026-07-14 11:34:39,325 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1918 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:34:39,329 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=94170 out=1494 total=95664 latency=18.5s cache=89275/94170 (95%)
2026-07-14 11:34:39,358 INFO [20260712_081412_654c5f58] agent.tool_executor: tool memory completed (0.02s, 204 chars)
2026-07-14 11:34:39,405 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1954 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:34:39,664 INFO [20260714_113409_13b87e] agent.tool_executor: tool terminal completed (0.79s, 144 chars)
2026-07-14 11:34:39,690 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1955 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:34:39,717 INFO [20260714_113409_14b0ec] tools.browser_tool: Created local browser session h_4a5dac85fe for task sa-0-ffb15d2a
2026-07-14 11:34:42,429 WARNING [20260714_113409_14b0ec] agent.tool_executor: Tool browser_navigate returned error (3.10s): {"success": false, "error": "Navigation failed: net::ERR_NAME_NOT_RESOLVED"}
2026-07-14 11:34:42,512 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1956 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:34:49,234 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1954 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:34:49,235 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=88607 out=6 total=88613 latency=9.9s
2026-07-14 11:34:49,239 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/16 budget=2/16 tool_turns=65 last_msg_role=assistant response_len=6 session=20260712_081412_654c5f58
2026-07-14 11:34:49,244 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:34:50,181 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1951 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:34:50,182 INFO [20260714_113409_c38725] agent.conversation_loop: API call #5: model=default provider=custom in=21377 out=126 total=21503 latency=11.8s
2026-07-14 11:34:50,347 INFO [20260714_113409_c38725] agent.tool_executor: tool read_file completed (0.14s, 8006 chars)
2026-07-14 11:34:50,380 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1961 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:34:57,237 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1955 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:34:57,239 INFO [20260714_113409_13b87e] agent.conversation_loop: API call #5: model=default provider=custom in=28131 out=440 total=28571 latency=17.6s cache=10240/28131 (36%)
2026-07-14 11:34:57,340 INFO [20260714_113409_13b87e] agent.tool_executor: tool skill_view completed (0.08s, 3006 chars)
2026-07-14 11:34:57,390 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1962 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:35:01,326 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1961 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:35:01,333 INFO [20260714_113409_c38725] agent.conversation_loop: API call #6: model=default provider=custom in=23874 out=582 total=24456 latency=11.0s cache=18944/23874 (79%)
2026-07-14 11:35:01,972 INFO agent.tool_executor: tool read_file completed (0.32s, 7374 chars)
2026-07-14 11:35:02,005 INFO agent.tool_executor: tool read_file completed (0.27s, 7430 chars)
2026-07-14 11:35:02,028 INFO agent.tool_executor: tool read_file completed (0.20s, 5882 chars)
2026-07-14 11:35:02,307 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1975 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:35:04,492 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1962 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:35:04,492 INFO [20260714_113409_13b87e] agent.conversation_loop: API call #6: model=default provider=custom in=29172 out=221 total=29393 latency=7.1s cache=25600/29172 (88%)
2026-07-14 11:35:05,326 INFO [20260714_113409_13b87e] agent.tool_executor: tool terminal completed (0.79s, 579 chars)
2026-07-14 11:35:05,361 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1977 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:35:08,574 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1975 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:35:08,575 INFO [20260714_113409_c38725] agent.conversation_loop: API call #7: model=default provider=custom in=30516 out=305 total=30821 latency=6.3s cache=21504/30516 (70%)
2026-07-14 11:35:08,672 INFO agent.tool_executor: tool search_files completed (0.07s, 579 chars)
2026-07-14 11:35:10,601 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1977 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:35:10,603 INFO [20260714_113409_13b87e] agent.conversation_loop: API call #7: model=default provider=custom in=29466 out=161 total=29627 latency=5.3s cache=26624/29466 (90%)
2026-07-14 11:35:11,623 INFO [20260714_113409_13b87e] agent.tool_executor: tool terminal completed (0.99s, 5264 chars)
2026-07-14 11:35:11,668 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1983 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:35:12,618 INFO agent.tool_executor: tool search_files completed (4.02s, 18 chars)
2026-07-14 11:35:12,650 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1984 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:35:23,162 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1984 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:35:23,162 INFO [20260714_113409_c38725] agent.conversation_loop: API call #8: model=default provider=custom in=30857 out=555 total=31412 latency=10.5s cache=28160/30857 (91%)
2026-07-14 11:35:23,243 INFO agent.tool_executor: tool search_files completed (0.07s, 18 chars)
2026-07-14 11:35:23,400 INFO agent.tool_executor: tool search_files completed (0.23s, 3482 chars)
2026-07-14 11:35:23,437 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1989 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:35:37,859 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1989 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:35:37,859 INFO [20260714_113409_c38725] agent.conversation_loop: API call #9: model=default provider=custom in=32245 out=343 total=32588 latency=14.4s cache=28672/32245 (89%)
2026-07-14 11:35:38,015 INFO [20260714_113409_c38725] agent.tool_executor: tool read_file completed (0.10s, 14753 chars)
2026-07-14 11:35:38,058 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-1994 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:35:44,333 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1994 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:35:44,335 INFO [20260714_113409_c38725] agent.conversation_loop: API call #10: model=default provider=custom in=36533 out=304 total=36837 latency=6.3s cache=29696/36533 (81%)
2026-07-14 11:35:44,544 INFO agent.tool_executor: tool search_files completed (0.18s, 18 chars)
2026-07-14 11:35:44,552 INFO agent.tool_executor: tool search_files completed (0.19s, 18 chars)
2026-07-14 11:35:44,597 INFO agent.tool_executor: tool search_files completed (0.23s, 18 chars)
2026-07-14 11:35:44,644 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2004 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:35:56,385 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1956 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:35:56,386 INFO [20260714_113409_14b0ec] agent.conversation_loop: API call #5: model=default provider=custom in=23134 out=295 total=23429 latency=73.9s
2026-07-14 11:35:57,195 INFO [20260714_113409_14b0ec] agent.tool_executor: tool terminal completed (0.79s, 5264 chars)
2026-07-14 11:35:58,259 INFO [20260714_113409_14b0ec] agent.tool_executor: tool search_files completed (0.05s, 579 chars)
2026-07-14 11:35:58,289 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2008 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:36:02,043 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2004 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:36:02,045 INFO [20260714_113409_c38725] agent.conversation_loop: API call #11: model=default provider=custom in=36776 out=925 total=37701 latency=17.4s cache=34304/36776 (93%)
2026-07-14 11:36:06,983 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1983 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:36:06,983 INFO [20260714_113409_13b87e] agent.conversation_loop: API call #8: model=default provider=custom in=30631 out=3807 total=34438 latency=55.3s cache=27136/30631 (89%)
2026-07-14 11:36:07,197 INFO [20260714_113409_13b87e] agent.tool_executor: tool write_file completed (0.19s, 337 chars)
2026-07-14 11:36:07,250 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2016 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:36:08,337 INFO [20260714_113409_c38725] agent.tool_executor: tool terminal completed (6.23s, 2053 chars)
2026-07-14 11:36:10,385 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2008 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:36:10,385 INFO [20260714_113409_14b0ec] agent.conversation_loop: API call #6: model=default provider=custom in=24572 out=405 total=24977 latency=12.1s cache=20992/24572 (85%)
2026-07-14 11:36:10,512 INFO [20260714_113409_14b0ec] agent.tool_executor: tool search_files completed (0.11s, 1816 chars)
2026-07-14 11:36:12,304 INFO [20260714_113409_14b0ec] agent.tool_executor: tool terminal completed (0.78s, 3777 chars)
2026-07-14 11:36:12,333 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2021 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:36:12,660 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2016 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:36:12,660 INFO [20260714_113409_13b87e] agent.conversation_loop: API call #9: model=default provider=custom in=32760 out=182 total=32942 latency=5.4s
2026-07-14 11:36:12,771 INFO [20260714_113409_13b87e] agent.tool_executor: tool read_file completed (0.10s, 7287 chars)
2026-07-14 11:36:14,564 INFO [20260714_113409_13b87e] agent.tool_executor: tool terminal completed (0.78s, 758 chars)
2026-07-14 11:36:16,151 INFO [20260714_113409_13b87e] agent.tool_executor: tool terminal completed (0.58s, 3810 chars)
2026-07-14 11:36:16,181 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2028 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:36:17,362 INFO [20260714_113409_c38725] agent.tool_executor: tool terminal completed (8.01s, 1191 chars)
2026-07-14 11:36:17,452 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2029 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:36:18,238 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2021 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:36:18,239 INFO [20260714_113409_14b0ec] agent.conversation_loop: API call #7: model=default provider=custom in=26757 out=198 total=26955 latency=5.9s
2026-07-14 11:36:18,340 INFO agent.tool_executor: tool read_file completed (0.08s, 8361 chars)
2026-07-14 11:36:18,354 INFO agent.tool_executor: tool read_file completed (0.09s, 5882 chars)
2026-07-14 11:36:18,390 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2038 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:36:21,816 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2038 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:36:21,817 INFO [20260714_113409_14b0ec] agent.conversation_loop: API call #8: model=default provider=custom in=35972 out=802 total=36774 latency=3.4s cache=20328/35972 (57%)
2026-07-14 11:36:22,278 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2028 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:36:22,279 INFO [20260714_113409_13b87e] agent.conversation_loop: API call #10: model=default provider=custom in=36097 out=83 total=36180 latency=6.1s cache=30208/36097 (84%)
2026-07-14 11:36:22,620 INFO [20260714_113409_14b0ec] agent.tool_executor: tool terminal completed (0.78s, 102 chars)
2026-07-14 11:36:23,510 INFO [20260714_113409_13b87e] agent.tool_executor: tool terminal completed (1.18s, 711 chars)
2026-07-14 11:36:23,537 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2041 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:36:24,366 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2029 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:36:24,369 INFO [20260714_113409_c38725] agent.conversation_loop: API call #12: model=default provider=custom in=45425 out=437 total=45862 latency=6.9s cache=12928/45425 (28%)
2026-07-14 11:36:24,387 INFO [20260714_113409_c38725] agent.tool_executor: tool todo completed (0.00s, 553 chars)
2026-07-14 11:36:24,424 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2043 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:36:24,451 WARNING [20260714_113409_14b0ec] agent.tool_executor: Tool terminal returned error (0.82s): {"output": "usage: hermes [-h] [--version] [-z PROMPT] [--usage-file PATH] [-m MODEL]\n              [--provider PROVIDER] [-t TOOLSETS] [--resume SESSION]\n              [--continue [SESSION_NAME]] [
2026-07-14 11:36:24,478 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2044 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:36:25,347 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2041 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:36:25,348 INFO [20260714_113409_13b87e] agent.conversation_loop: API call #11: model=default provider=custom in=41839 out=350 total=42189 latency=1.8s cache=12196/41839 (29%)
2026-07-14 11:36:26,301 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2044 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:36:26,302 INFO [20260714_113409_14b0ec] agent.conversation_loop: API call #9: model=default provider=custom in=37096 out=478 total=37574 latency=1.8s cache=32515/37096 (88%)
2026-07-14 11:36:26,543 INFO [20260714_113409_13b87e] agent.tool_executor: tool terminal completed (1.18s, 137 chars)
2026-07-14 11:36:26,574 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2047 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:36:27,095 INFO [20260714_113409_14b0ec] agent.tool_executor: tool terminal completed (0.78s, 76 chars)
2026-07-14 11:36:27,124 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2048 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:36:28,758 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2047 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:36:28,759 INFO [20260714_113409_13b87e] agent.conversation_loop: API call #12: model=default provider=custom in=38856 out=70 total=38926 latency=2.2s cache=24399/38856 (63%)
2026-07-14 11:36:29,558 INFO [20260714_113409_13b87e] agent.tool_executor: tool terminal completed (0.78s, 636 chars)
2026-07-14 11:36:29,588 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2050 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:36:30,337 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2043 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:36:30,338 INFO [20260714_113409_c38725] agent.conversation_loop: API call #13: model=default provider=custom in=45254 out=2181 total=47435 latency=5.9s cache=12197/45254 (27%)
2026-07-14 11:36:30,381 WARNING [20260714_113409_c38725] agent.tool_executor: Tool terminal returned error (0.00s): {"output": "", "exit_code": -1, "error": "Foreground command uses '&' backgrounding. Use terminal(background=true) for long-lived processes, then run health checks and tests in follow-up terminal call
2026-07-14 11:36:30,432 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2051 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:36:30,842 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2050 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:36:30,844 INFO [20260714_113409_13b87e] agent.conversation_loop: API call #13: model=default provider=custom in=39191 out=70 total=39261 latency=1.3s cache=32530/39191 (83%)
2026-07-14 11:36:30,941 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2048 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:36:30,943 INFO [20260714_113409_14b0ec] agent.conversation_loop: API call #10: model=default provider=custom in=34599 out=2282 total=36881 latency=3.8s
2026-07-14 11:36:31,088 INFO [20260714_113409_14b0ec] agent.tool_executor: tool write_file completed (0.13s, 333 chars)
2026-07-14 11:36:31,116 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2059 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:36:31,461 INFO [20260714_113409_13b87e] agent.tool_executor: tool terminal completed (0.60s, 141 chars)
2026-07-14 11:36:31,494 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2060 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:36:32,050 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2059 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:36:32,051 INFO [20260714_113409_14b0ec] agent.conversation_loop: API call #11: model=default provider=custom in=36996 out=77 total=37073 latency=0.9s
2026-07-14 11:36:32,096 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-1952 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:36:32,097 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #6: model=default provider=custom in=92131 out=393 total=92524 latency=113.4s cache=84480/92131 (92%)
2026-07-14 11:36:32,101 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=6/16 budget=6/16 tool_turns=68 last_msg_role=assistant response_len=1350 session=20260712_081412_654c5f58
2026-07-14 11:36:32,106 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:36:32,185 INFO [20260714_113409_14b0ec] agent.tool_executor: tool terminal completed (0.12s, 910 chars)
2026-07-14 11:36:32,229 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2062 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:36:33,452 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2051 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:36:33,453 INFO [20260714_113409_c38725] agent.conversation_loop: API call #14: model=default provider=custom in=43708 out=1947 total=45655 latency=3.0s cache=12206/43708 (28%)
2026-07-14 11:36:33,621 INFO [20260714_113409_c38725] agent.tool_executor: tool write_file completed (0.15s, 329 chars)
2026-07-14 11:36:33,661 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2069 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:36:36,756 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2062 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:36:36,757 INFO [20260714_113409_14b0ec] agent.conversation_loop: API call #12: model=default provider=custom in=48620 out=220 total=48840 latency=4.6s
2026-07-14 11:36:36,855 INFO [20260714_113409_14b0ec] agent.tool_executor: tool terminal completed (0.08s, 269 chars)
2026-07-14 11:36:36,894 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2071 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:36:37,207 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2060 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:36:37,209 INFO [20260714_113409_13b87e] agent.conversation_loop: API call #14: model=default provider=custom in=51818 out=266 total=52084 latency=5.7s cache=14350/51818 (28%)
2026-07-14 11:36:38,005 INFO [20260714_113409_13b87e] agent.tool_executor: tool terminal completed (0.78s, 72 chars)
2026-07-14 11:36:38,035 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2073 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:36:41,327 INFO tools.browser_tool: Cleaning up inactive session for task: sa-0-ffb15d2a (inactive for 121s)
2026-07-14 11:36:51,126 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2069 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:36:51,130 INFO [20260714_113409_c38725] agent.conversation_loop: API call #15: model=default provider=custom in=45768 out=128 total=45896 latency=17.5s
2026-07-14 11:36:51,158 INFO [20260714_113409_c38725] agent.tool_executor: tool todo completed (0.00s, 555 chars)
2026-07-14 11:36:51,197 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2074 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:36:55,647 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2071 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:36:55,649 INFO [20260714_113409_14b0ec] agent.conversation_loop: API call #13: model=default provider=custom in=37527 out=193 total=37720 latency=18.8s cache=12197/37527 (33%)
2026-07-14 11:36:56,472 WARNING [20260714_113409_14b0ec] agent.tool_executor: Tool terminal returned error (0.80s): {"output": "/usr/bin/bash: line 3: vietnam/topic.md: No such file or directory\nusage: hermes [-h] [--version] [-z PROMPT] [--usage-file PATH] [-m MODEL]\n              [--provider PROVIDER] [-t TOOLS
2026-07-14 11:36:56,510 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2076 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:36:57,848 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2073 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:36:57,850 INFO [20260714_113409_13b87e] agent.conversation_loop: API call #15: model=default provider=custom in=39491 out=254 total=39745 latency=19.8s cache=12170/39491 (31%)
2026-07-14 11:36:57,880 INFO [20260714_113409_13b87e] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=15/50 budget=15/50 tool_turns=14 last_msg_role=assistant response_len=1034 session=20260714_113409_13b87e
2026-07-14 11:36:57,900 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=ThreadPoolExecutor-99_2:135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:36:57,964 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:36:58,060 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 11:36:58,094 INFO [20260714_113409_13b87e] agent.turn_context: conversation turn: session=20260714_113409_13b87e model=default provider=custom platform=subagent history=37 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 11:36:58,129 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2077 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:37:07,092 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2074 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:37:07,093 INFO [20260714_113409_c38725] agent.conversation_loop: API call #16: model=default provider=custom in=46045 out=52 total=46097 latency=15.9s
2026-07-14 11:37:07,195 INFO [20260714_113409_c38725] agent.tool_executor: tool terminal completed (0.08s, 50732 chars)
2026-07-14 11:37:07,249 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2079 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:37:13,288 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2076 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:37:13,289 INFO [20260714_113409_14b0ec] agent.conversation_loop: API call #14: model=default provider=custom in=38035 out=174 total=38209 latency=16.8s cache=32524/38035 (86%)
2026-07-14 11:37:14,096 INFO [20260714_113409_14b0ec] agent.tool_executor: tool terminal completed (0.78s, 72 chars)
2026-07-14 11:37:14,130 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2081 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:37:17,464 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2081 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:37:17,466 INFO [20260714_113409_14b0ec] agent.conversation_loop: API call #15: model=default provider=custom in=35807 out=105 total=35912 latency=3.4s cache=22016/35807 (61%)
2026-07-14 11:37:17,734 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2079 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:37:17,735 INFO [20260714_113409_c38725] agent.conversation_loop: API call #17: model=default provider=custom in=57979 out=544 total=58523 latency=10.5s cache=34304/57979 (59%)
2026-07-14 11:37:17,897 INFO agent.tool_executor: tool search_files completed (0.14s, 104 chars)
2026-07-14 11:37:17,899 INFO agent.tool_executor: tool search_files completed (0.15s, 73 chars)
2026-07-14 11:37:17,908 INFO agent.tool_executor: tool search_files completed (0.16s, 663 chars)
2026-07-14 11:37:17,955 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2089 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:37:18,298 INFO [20260714_113409_14b0ec] agent.tool_executor: tool terminal completed (0.79s, 1050 chars)
2026-07-14 11:37:18,341 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2090 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:37:21,425 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2090 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:37:21,426 INFO [20260714_113409_14b0ec] agent.conversation_loop: API call #16: model=default provider=custom in=36315 out=145 total=36460 latency=3.1s cache=33280/36315 (92%)
2026-07-14 11:37:21,445 INFO [20260714_113409_14b0ec] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=16/50 budget=16/50 tool_turns=15 last_msg_role=assistant response_len=566 session=20260714_113409_14b0ec
2026-07-14 11:37:21,458 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=ThreadPoolExecutor-99_0:135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:37:21,514 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:37:21,597 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 11:37:21,620 INFO [20260714_113409_14b0ec] agent.turn_context: conversation turn: session=20260714_113409_14b0ec model=default provider=custom platform=subagent history=38 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 11:37:21,645 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2091 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:37:22,367 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2077 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:37:22,368 INFO [20260714_113409_13b87e] agent.conversation_loop: API call #1: model=default provider=custom in=38468 out=867 total=39335 latency=24.3s
2026-07-14 11:37:22,434 WARNING [20260714_113409_13b87e] agent.tool_executor: Tool skill_manage returned error (0.06s): {"success": false, "error": "Skill 'operate/handoff-task' not found in active profile 'default'. Use skills_list() to see available skills."}
2026-07-14 11:37:22,459 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2092 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:37:25,147 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2089 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:37:25,149 INFO [20260714_113409_c38725] agent.conversation_loop: API call #18: model=default provider=custom in=58456 out=197 total=58653 latency=7.2s cache=55808/58456 (95%)
2026-07-14 11:37:25,269 INFO agent.tool_executor: tool read_file completed (0.10s, 13953 chars)
2026-07-14 11:37:25,271 INFO agent.tool_executor: tool read_file completed (0.11s, 376 chars)
2026-07-14 11:37:25,279 INFO agent.tool_executor: tool read_file completed (0.11s, 3027 chars)
2026-07-14 11:37:25,344 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2105 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:37:32,172 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2105 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:37:32,174 INFO [20260714_113409_c38725] agent.conversation_loop: API call #19: model=default provider=custom in=63978 out=395 total=64373 latency=6.8s cache=56320/63978 (88%)
2026-07-14 11:37:32,490 INFO [20260714_113409_c38725] agent.tool_executor: tool search_files completed (0.28s, 18 chars)
2026-07-14 11:37:32,525 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2108 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:37:34,142 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2092 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:37:34,143 INFO [20260714_113409_13b87e] agent.conversation_loop: API call #2: model=default provider=custom in=39221 out=730 total=39951 latency=11.7s cache=36352/39221 (93%)
2026-07-14 11:37:34,156 WARNING [20260714_113409_13b87e] agent.tool_executor: Tool skill_manage returned error (0.01s): {"success": false, "error": "Refusing background curator patch for skill 'handoff-task': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, or sk
2026-07-14 11:37:34,183 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2109 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:37:37,237 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2109 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:37:37,240 INFO [20260714_113409_13b87e] agent.conversation_loop: API call #3: model=default provider=custom in=40015 out=41 total=40056 latency=3.1s cache=36864/40015 (92%)
2026-07-14 11:37:37,313 INFO [20260714_113409_13b87e] agent.tool_executor: tool skill_view completed (0.07s, 19901 chars)
2026-07-14 11:37:37,341 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2110 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:37:37,388 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2091 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:37:37,389 INFO [20260714_113409_14b0ec] agent.conversation_loop: API call #1: model=default provider=custom in=37461 out=364 total=37825 latency=15.8s
2026-07-14 11:37:37,399 WARNING [20260714_113409_14b0ec] agent.tool_executor: Tool skill_manage returned error (0.01s): {"success": false, "error": "Refusing background curator patch for skill 'handoff-task': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, or sk
2026-07-14 11:37:37,422 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2111 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:37:38,437 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2108 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:37:38,437 INFO [20260714_113409_c38725] agent.conversation_loop: API call #20: model=default provider=custom in=64076 out=286 total=64362 latency=5.9s cache=61440/64076 (96%)
2026-07-14 11:37:38,608 INFO agent.tool_executor: tool search_files completed (0.16s, 460 chars)
2026-07-14 11:37:38,609 INFO agent.tool_executor: tool search_files completed (0.15s, 18 chars)
2026-07-14 11:37:38,611 INFO agent.tool_executor: tool search_files completed (0.16s, 374 chars)
2026-07-14 11:37:38,662 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2118 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:37:41,100 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2111 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:37:41,100 INFO [20260714_113409_14b0ec] agent.conversation_loop: API call #2: model=default provider=custom in=37776 out=38 total=37814 latency=3.7s cache=35328/37776 (94%)
2026-07-14 11:37:41,175 INFO [20260714_113409_14b0ec] agent.tool_executor: tool skill_view completed (0.07s, 21171 chars)
2026-07-14 11:37:41,203 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2119 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:37:42,928 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2118 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:37:42,929 INFO [20260714_113409_c38725] agent.conversation_loop: API call #21: model=default provider=custom in=64602 out=51 total=64653 latency=4.3s cache=61952/64602 (96%)
2026-07-14 11:37:43,021 INFO [20260714_113409_c38725] agent.tool_executor: tool read_file completed (0.08s, 673 chars)
2026-07-14 11:37:43,060 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2124 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:37:49,836 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2124 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:37:49,837 INFO [20260714_113409_c38725] agent.conversation_loop: API call #22: model=default provider=custom in=64900 out=326 total=65226 latency=6.8s cache=62464/64900 (96%)
2026-07-14 11:37:50,441 INFO [20260714_113409_c38725] agent.tool_executor: tool terminal completed (0.59s, 5264 chars)
2026-07-14 11:37:50,475 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2126 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:37:57,335 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2119 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:37:57,335 INFO [20260714_113409_14b0ec] agent.conversation_loop: API call #3: model=default provider=custom in=44602 out=545 total=45147 latency=16.1s cache=35328/44602 (79%)
2026-07-14 11:37:57,365 INFO [20260714_113409_14b0ec] agent.tool_executor: tool skill_manage completed (0.02s, 544 chars)
2026-07-14 11:37:57,390 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2127 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:38:01,144 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2126 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:38:01,145 INFO [20260714_113409_c38725] agent.conversation_loop: API call #23: model=default provider=custom in=66065 out=241 total=66306 latency=10.7s cache=6144/66065 (9%)
2026-07-14 11:38:01,218 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2127 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:38:01,220 INFO [20260714_113409_14b0ec] agent.conversation_loop: API call #4: model=default provider=custom in=45338 out=90 total=45428 latency=3.8s
2026-07-14 11:38:01,227 INFO [20260714_113409_14b0ec] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/16 budget=4/16 tool_turns=18 last_msg_role=assistant response_len=371 session=20260714_113409_14b0ec
2026-07-14 11:38:01,232 INFO [20260714_113409_14b0ec] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:38:01,956 INFO [20260714_113409_c38725] agent.tool_executor: tool terminal completed (0.79s, 1047 chars)
2026-07-14 11:38:03,547 INFO [20260714_113409_c38725] agent.tool_executor: tool terminal completed (0.58s, 240 chars)
2026-07-14 11:38:05,335 INFO [20260714_113409_c38725] agent.tool_executor: tool terminal completed (0.78s, 582 chars)
2026-07-14 11:38:05,373 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2131 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:38:17,827 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2131 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:38:17,829 INFO [20260714_113409_c38725] agent.conversation_loop: API call #24: model=default provider=custom in=66814 out=485 total=67299 latency=12.5s cache=64000/66814 (96%)
2026-07-14 11:38:18,115 WARNING [20260714_113409_c38725] agent.tool_executor: Tool terminal returned error (0.26s): {"output": "Traceback (most recent call last):\n  File \"<stdin>\", line 2, in <module>\nModuleNotFoundError: No module named 'bs4'", "exit_code": 1, "error": null}
2026-07-14 11:38:19,386 WARNING [20260714_113409_c38725] agent.tool_executor: Tool terminal returned error (0.26s): {"output": "Traceback (most recent call last):\n  File \"<stdin>\", line 2, in <module>\nModuleNotFoundError: No module named 'bs4'", "exit_code": 1, "error": null}
2026-07-14 11:38:19,429 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2134 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:38:24,457 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2134 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:38:24,458 INFO [20260714_113409_c38725] agent.conversation_loop: API call #25: model=default provider=custom in=82072 out=230 total=82302 latency=5.0s cache=43392/82072 (53%)
2026-07-14 11:38:24,571 INFO [20260714_113409_c38725] agent.tool_executor: tool terminal completed (0.08s, 45 chars)
2026-07-14 11:38:24,613 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2136 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:38:26,819 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2136 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:38:26,820 INFO [20260714_113409_c38725] agent.conversation_loop: API call #26: model=default provider=custom in=78580 out=339 total=78919 latency=2.2s cache=40682/78580 (52%)
2026-07-14 11:38:26,957 INFO [20260714_113409_c38725] agent.tool_executor: tool terminal completed (0.12s, 45 chars)
2026-07-14 11:38:26,990 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2138 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:38:28,448 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2138 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:38:28,449 INFO [20260714_113409_c38725] agent.conversation_loop: API call #27: model=default provider=custom in=78938 out=272 total=79210 latency=1.5s cache=73221/78938 (93%)
2026-07-14 11:38:30,049 INFO [20260714_113409_c38725] agent.tool_executor: tool terminal completed (1.58s, 634 chars)
2026-07-14 11:38:30,082 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2140 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:38:31,992 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2140 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:38:31,994 INFO [20260714_113409_c38725] agent.conversation_loop: API call #28: model=default provider=custom in=79460 out=279 total=79739 latency=1.9s cache=73215/79460 (92%)
2026-07-14 11:38:34,822 INFO [20260714_113409_c38725] agent.tool_executor: tool terminal completed (2.79s, 1539 chars)
2026-07-14 11:38:34,862 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2142 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:38:36,587 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2142 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:38:36,588 INFO [20260714_113409_c38725] agent.conversation_loop: API call #29: model=default provider=custom in=80251 out=280 total=80531 latency=1.7s cache=73211/80251 (91%)
2026-07-14 11:38:37,983 INFO [20260714_113409_c38725] agent.tool_executor: tool terminal completed (1.38s, 608 chars)
2026-07-14 11:38:38,022 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2144 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:38:39,888 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2144 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:38:39,890 INFO [20260714_113409_c38725] agent.conversation_loop: API call #30: model=default provider=custom in=72288 out=89 total=72377 latency=1.9s cache=40701/72288 (56%)
2026-07-14 11:38:49,293 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2110 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:38:49,294 INFO [20260714_113409_13b87e] agent.conversation_loop: API call #4: model=default provider=custom in=46520 out=367 total=46887 latency=72.0s cache=37888/46520 (81%)
2026-07-14 11:38:49,315 INFO [20260714_113409_13b87e] agent.tool_executor: tool skill_manage completed (0.02s, 526 chars)
2026-07-14 11:38:49,342 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2146 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:38:50,414 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2146 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:38:50,416 INFO [20260714_113409_13b87e] agent.conversation_loop: API call #5: model=default provider=custom in=49520 out=56 total=49576 latency=1.1s
2026-07-14 11:38:50,421 INFO [20260714_113409_13b87e] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=5/16 budget=5/16 tool_turns=18 last_msg_role=assistant response_len=253 session=20260714_113409_13b87e
2026-07-14 11:38:50,423 INFO [20260714_113409_13b87e] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:38:50,784 INFO [20260714_113409_c38725] agent.tool_executor: tool terminal completed (2.01s, 2110 chars)
2026-07-14 11:38:50,846 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2147 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:38:52,099 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2147 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:38:52,100 INFO [20260714_113409_c38725] agent.conversation_loop: API call #31: model=default provider=custom in=73139 out=117 total=73256 latency=1.3s cache=40701/73139 (56%)
2026-07-14 11:38:54,703 INFO [20260714_113409_c38725] agent.tool_executor: tool terminal completed (2.59s, 1541 chars)
2026-07-14 11:38:54,744 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2149 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:38:55,940 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2149 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:38:55,943 INFO [20260714_113409_c38725] agent.conversation_loop: API call #32: model=default provider=custom in=74028 out=111 total=74139 latency=1.2s
2026-07-14 11:38:58,752 INFO [20260714_113409_c38725] agent.tool_executor: tool terminal completed (2.79s, 936 chars)
2026-07-14 11:38:58,789 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2151 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:39:00,082 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2151 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:39:00,083 INFO [20260714_113409_c38725] agent.conversation_loop: API call #33: model=default provider=custom in=74571 out=252 total=74823 latency=1.3s cache=69189/74571 (93%)
2026-07-14 11:39:00,370 WARNING [20260714_113409_c38725] agent.tool_executor: Tool terminal returned error (0.27s): {"output": "Traceback (most recent call last):\n  File \"<stdin>\", line 2, in <module>\nModuleNotFoundError: No module named 'bs4'", "exit_code": 1, "error": null}
2026-07-14 11:39:00,444 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2153 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:39:06,105 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2153 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:39:06,110 INFO [20260714_113409_c38725] agent.conversation_loop: API call #34: model=default provider=custom in=104840 out=188 total=105028 latency=5.7s
2026-07-14 11:39:08,953 INFO [20260714_113409_c38725] agent.tool_executor: tool terminal completed (2.79s, 155 chars)
2026-07-14 11:39:09,003 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2155 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:39:14,119 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2155 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:39:14,119 INFO [20260714_113409_c38725] agent.conversation_loop: API call #35: model=default provider=custom in=104894 out=318 total=105212 latency=5.1s
2026-07-14 11:39:20,151 INFO [20260714_113409_c38725] agent.tool_executor: tool terminal completed (6.01s, 651 chars)
2026-07-14 11:39:20,207 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2157 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:39:21,619 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2157 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:39:21,621 INFO [20260714_113409_c38725] agent.conversation_loop: API call #36: model=default provider=custom in=75507 out=262 total=75769 latency=1.4s cache=69178/75507 (92%)
2026-07-14 11:39:21,904 WARNING [20260714_113409_c38725] agent.tool_executor: Tool terminal returned error (0.27s): {"output": "Traceback (most recent call last):\n  File \"<stdin>\", line 5, in <module>\nFileNotFoundError: [Errno 2] No such file or directory: 'left.htm'", "exit_code": 1, "error": null}
2026-07-14 11:39:21,948 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2159 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:39:26,905 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2159 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:39:26,908 INFO [20260714_113409_c38725] agent.conversation_loop: API call #37: model=default provider=custom in=75835 out=177 total=76012 latency=5.0s cache=12207/75835 (16%)
2026-07-14 11:39:30,928 INFO [20260714_113409_c38725] agent.tool_executor: tool terminal completed (4.00s, 150 chars)
2026-07-14 11:39:30,966 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2161 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:39:35,331 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2161 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:39:35,332 INFO [20260714_113409_c38725] agent.conversation_loop: API call #38: model=default provider=custom in=76088 out=183 total=76271 latency=4.4s cache=20323/76088 (27%)
2026-07-14 11:39:35,937 INFO [20260714_113409_c38725] agent.tool_executor: tool terminal completed (0.59s, 69 chars)
2026-07-14 11:39:35,976 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2163 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:39:37,468 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2163 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:39:37,470 INFO [20260714_113409_c38725] agent.conversation_loop: API call #39: model=default provider=custom in=76303 out=144 total=76447 latency=1.5s cache=16274/76303 (21%)
2026-07-14 11:39:58,132 WARNING [20260714_113409_c38725] agent.tool_executor: Tool terminal returned error (20.63s): {"output": "Traceback (most recent call last):\n  File \"/usr/local/lib/hermes-agent/venv/lib/python3.11/site-packages/urllib3/connectionpool.py\", line 534, in _make_request\n    response = conn.getr
2026-07-14 11:39:58,187 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2165 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:39:59,024 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2165 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:39:59,025 INFO [20260714_113409_c38725] agent.conversation_loop: API call #40: model=default provider=custom in=78019 out=52 total=78071 latency=0.9s cache=73240/78019 (94%)
2026-07-14 11:39:59,218 INFO [20260714_113409_c38725] agent.tool_executor: tool terminal completed (0.18s, 908 chars)
2026-07-14 11:39:59,260 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2167 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:40:17,634 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2167 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:40:17,635 INFO [20260714_113409_c38725] agent.conversation_loop: API call #41: model=default provider=custom in=74589 out=336 total=74925 latency=18.4s cache=62464/74589 (84%)
2026-07-14 11:40:18,649 INFO [20260714_113409_c38725] agent.tool_executor: tool terminal completed (0.99s, 507 chars)
2026-07-14 11:40:20,440 INFO [20260714_113409_c38725] agent.tool_executor: tool terminal completed (0.78s, 453 chars)
2026-07-14 11:40:22,229 INFO [20260714_113409_c38725] agent.tool_executor: tool terminal completed (0.78s, 582 chars)
2026-07-14 11:40:22,285 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2171 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:40:30,656 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2171 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:40:30,658 INFO [20260714_113409_c38725] agent.conversation_loop: API call #42: model=default provider=custom in=75286 out=484 total=75770 latency=8.4s cache=72192/75286 (96%)
2026-07-14 11:40:31,480 INFO [20260714_113409_c38725] agent.tool_executor: tool terminal completed (0.78s, 78 chars)
2026-07-14 11:40:33,274 INFO [20260714_113409_c38725] agent.tool_executor: tool terminal completed (0.78s, 72 chars)
2026-07-14 11:40:33,330 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2174 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:40:43,953 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2174 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:40:43,954 INFO [20260714_113409_c38725] agent.conversation_loop: API call #43: model=default provider=custom in=75593 out=73 total=75666 latency=10.7s cache=73216/75593 (97%)
2026-07-14 11:40:44,787 INFO [20260714_113409_c38725] agent.tool_executor: tool terminal completed (0.78s, 969 chars)
2026-07-14 11:40:44,827 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2176 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:40:48,510 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2176 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:40:48,511 INFO [20260714_113409_c38725] agent.conversation_loop: API call #44: model=default provider=custom in=76019 out=109 total=76128 latency=3.7s cache=73216/76019 (96%)
2026-07-14 11:40:48,537 INFO [20260714_113409_c38725] agent.tool_executor: tool todo completed (0.00s, 555 chars)
2026-07-14 11:40:48,577 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2177 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:40:53,631 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2177 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:40:53,634 INFO [20260714_113409_c38725] agent.conversation_loop: API call #45: model=default provider=custom in=76295 out=261 total=76556 latency=5.1s cache=73728/76295 (97%)
2026-07-14 11:40:53,659 INFO [20260714_113409_c38725] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=45/50 budget=45/50 tool_turns=44 last_msg_role=assistant response_len=1075 session=20260714_113409_c38725
2026-07-14 11:40:53,684 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=ThreadPoolExecutor-99_1:135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:40:53,779 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:40:53,915 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 11:40:53,946 INFO [20260714_113409_c38725] agent.turn_context: conversation turn: session=20260714_113409_c38725 model=default provider=custom platform=subagent history=109 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 11:40:53,990 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2178 (_call):135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:40:55,519 INFO gateway.run: Watch pattern notification — injecting for telegram chat=-1003707758328 thread=12
2026-07-14 11:40:55,535 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='[ASYNC DELEGATION BATCH COMPLETE — deleg_2a12e68c] A background fan-out of 3 sub' reply_to_id=None reply_to_text=''
2026-07-14 11:40:55,669 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 11:40:55,749 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=182 msg='[NN Vo] [ASYNC DELEGATION BATCH COMPLETE — deleg_2a12e68c] A background fan-out ...'
2026-07-14 11:40:55,817 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2179 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:41:03,048 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2179 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:41:03,050 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #74: model=default provider=custom in=89845 out=361 total=90206 latency=7.3s cache=84480/89845 (94%)
2026-07-14 11:41:03,856 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.78s, 773 chars)
2026-07-14 11:41:03,896 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2181 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:41:11,560 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2178 (_call):135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:41:11,560 INFO [20260714_113409_c38725] agent.conversation_loop: API call #1: model=default provider=custom in=77546 out=728 total=78274 latency=17.6s cache=10240/77546 (13%)
2026-07-14 11:41:11,675 WARNING [20260714_113409_c38725] agent.tool_executor: Tool skill_manage returned error (0.11s): {"success": false, "error": "Skill 'operate/handoff-task' not found in active profile 'default'. Use skills_list() to see available skills. Create it first with action='create'."}
2026-07-14 11:41:11,731 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2182 (_call):135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:41:12,008 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2181 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:41:12,009 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #75: model=default provider=custom in=90212 out=443 total=90655 latency=8.1s cache=87552/90212 (97%)
2026-07-14 11:41:12,031 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=65 last_msg_role=assistant response_len=1193 session=20260712_081412_654c5f58
2026-07-14 11:41:12,094 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=16.6s api_calls=2 response=1193 chars
2026-07-14 11:41:12,137 INFO gateway.platforms.base: [Telegram] Sending response (1193 chars) to -1003707758328
2026-07-14 11:41:17,115 WARNING gateway.run: Synthetic event source unresolvable: session_key='sa-1-e3384d4a' platform='telegram' chat_type='' chat_id='-1003707758328' evt_type=?
2026-07-14 11:41:17,117 WARNING gateway.run: Dropping completion notification with no routing metadata for process proc_988780917025
2026-07-14 11:41:22,520 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2182 (_call):135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:41:22,520 INFO [20260714_113409_c38725] agent.conversation_loop: API call #2: model=default provider=custom in=78122 out=49 total=78171 latency=10.8s cache=75264/78122 (96%)
2026-07-14 11:41:22,576 INFO [20260714_113409_c38725] agent.tool_executor: tool skills_list completed (0.05s, 4147 chars)
2026-07-14 11:41:22,611 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2183 (_call):135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:41:29,043 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2183 (_call):135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:41:29,044 INFO [20260714_113409_c38725] agent.conversation_loop: API call #3: model=default provider=custom in=79205 out=84 total=79289 latency=6.4s cache=75776/79205 (96%)
2026-07-14 11:41:29,125 INFO [20260714_113409_c38725] agent.tool_executor: tool skill_view completed (0.08s, 22309 chars)
2026-07-14 11:41:29,162 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2184 (_call):135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:41:49,981 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2184 (_call):135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:41:49,982 INFO [20260714_113409_c38725] agent.conversation_loop: API call #4: model=default provider=custom in=86354 out=418 total=86772 latency=20.8s cache=76800/86354 (89%)
2026-07-14 11:41:50,047 WARNING [20260714_113409_c38725] agent.tool_executor: Tool skill_manage returned error (0.06s): {"success": false, "error": "Skill 'operate/handoff-task' not found in active profile 'default'. Use skills_list() to see available skills."}
2026-07-14 11:41:50,084 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2185 (_call):135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:42:01,511 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2185 (_call):135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:42:01,515 INFO [20260714_113409_c38725] agent.conversation_loop: API call #5: model=default provider=custom in=86805 out=457 total=87262 latency=11.4s cache=83968/86805 (97%)
2026-07-14 11:42:01,562 INFO [20260714_113409_c38725] agent.tool_executor: tool skill_manage completed (0.04s, 530 chars)
2026-07-14 11:42:01,629 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2186 (_call):135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:42:03,403 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2186 (_call):135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:42:03,409 INFO [20260714_113409_c38725] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=6/16 budget=6/16 tool_turns=49 last_msg_role=assistant response_len=248 session=20260714_113409_c38725
2026-07-14 11:42:03,414 INFO [20260714_113409_c38725] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:48:39,601 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (42 chars)
2026-07-14 11:48:39,617 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='khi nào grill-qa xong thì hẵng báo cáo tôi' reply_to_id=12 reply_to_text=''
2026-07-14 11:48:39,841 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 11:48:39,944 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=186 msg='[NN Vo] khi nào grill-qa xong thì hẵng báo cáo tôi'
2026-07-14 11:48:40,001 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2187 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:48:45,148 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2187 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:48:45,150 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #76: model=default provider=custom in=90679 out=163 total=90842 latency=5.2s cache=88576/90679 (98%)
2026-07-14 11:48:45,169 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=65 last_msg_role=assistant response_len=177 session=20260712_081412_654c5f58
2026-07-14 11:48:45,181 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=5.6s api_calls=1 response=177 chars
2026-07-14 11:48:45,214 INFO gateway.platforms.base: [Telegram] Sending response (177 chars) to -1003707758328
2026-07-14 11:49:20,544 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (641 chars)
2026-07-14 11:49:20,559 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='check skill research pipeline, và bắt đầu đối chất với tôi về nhu cầu: Tôi muốn ' reply_to_id=20 reply_to_text=''
2026-07-14 11:49:21,346 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_1:135523347699392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:49:21,438 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 11:49:21,468 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=0 msg='[NN Vo] check skill research pipeline, và bắt đầu đối chất với tôi về nhu cầu: T...'
2026-07-14 11:49:21,604 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2188 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:49:28,746 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2188 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:49:28,747 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #1: model=default provider=custom in=22990 out=190 total=23180 latency=7.2s
2026-07-14 11:49:28,898 INFO agent.tool_executor: tool skills_list completed (0.13s, 2018 chars)
2026-07-14 11:49:28,927 INFO agent.tool_executor: tool skill_view completed (0.16s, 5206 chars)
2026-07-14 11:49:28,967 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2189 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:50:20,471 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2189 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:50:20,472 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #2: model=default provider=custom in=25071 out=2634 total=27705 latency=51.5s
2026-07-14 11:50:20,502 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=1 last_msg_role=assistant response_len=7035 session=20260714_114920_9d9d2d3b
2026-07-14 11:50:20,522 INFO agent.auxiliary_client: Auxiliary title_generation: using auto (default) at http://localhost:20128/v1/
2026-07-14 11:50:20,536 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=60.0s api_calls=2 response=7035 chars
2026-07-14 11:50:20,575 INFO gateway.platforms.base: [Telegram] Sending response (7035 chars) to -1003707758328
2026-07-14 11:59:24,009 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (1429 chars)
2026-07-14 11:59:24,026 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='1. Chị muốn báo cáo phục vụ mục tiêu nào là chính? Quản trị danh tiếng tổ chức,T' reply_to_id=20 reply_to_text=''
2026-07-14 11:59:24,264 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 11:59:24,400 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_0:135524911138496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:59:24,507 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 11:59:24,547 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=5 msg='[NN Vo] 1. Chị muốn báo cáo phục vụ mục tiêu nào là chính? Quản trị danh tiếng t...'
2026-07-14 11:59:24,597 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2190 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:59:32,507 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2190 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:59:32,508 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #1: model=default provider=custom in=27582 out=222 total=27804 latency=7.9s
2026-07-14 11:59:33,005 INFO agent.tool_executor: tool skill_view completed (0.42s, 59551 chars)
2026-07-14 11:59:33,029 INFO agent.tool_executor: tool skill_view completed (0.44s, 22564 chars)
2026-07-14 11:59:33,064 INFO agent.tool_executor: tool skill_view completed (0.47s, 4557 chars)
2026-07-14 11:59:33,154 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2191 (_call):135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:59:41,687 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2191 (_call):135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:59:41,688 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #2: model=default provider=custom in=58102 out=689 total=58791 latency=8.6s cache=4096/58102 (7%)
2026-07-14 11:59:41,834 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool read_file completed (0.10s, 1978 chars)
2026-07-14 11:59:43,632 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.78s, 155 chars)
2026-07-14 11:59:43,667 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2197 (_call):135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:59:47,354 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2197 (_call):135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:59:47,355 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #3: model=default provider=custom in=56591 out=250 total=56841 latency=3.7s cache=4078/56591 (7%)
2026-07-14 11:59:48,166 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.78s, 221 chars)
2026-07-14 11:59:48,233 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2199 (_call):135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:59:49,569 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2199 (_call):135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:59:49,572 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #4: model=default provider=custom in=56919 out=233 total=57152 latency=1.4s cache=48938/56919 (86%)
2026-07-14 11:59:50,391 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.78s, 258 chars)
2026-07-14 11:59:50,422 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2201 (_call):135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:59:51,337 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (38 chars)
2026-07-14 11:59:51,349 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='đến đâu rồi, có vẻ hơi lâu, vì sao vậy' reply_to_id=12 reply_to_text=''
2026-07-14 11:59:51,460 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 11:59:51,536 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=188 msg='[NN Vo] đến đâu rồi, có vẻ hơi lâu, vì sao vậy'
2026-07-14 11:59:51,585 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2202 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:59:51,615 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2201 (_call):135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:59:51,634 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #5: model=default provider=custom in=57230 out=227 total=57457 latency=1.2s cache=53008/57230 (93%)
2026-07-14 11:59:52,469 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.78s, 84 chars)
2026-07-14 11:59:52,504 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2204 (_call):135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:59:53,274 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2202 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 11:59:53,275 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #77: model=default provider=custom in=96441 out=95 total=96536 latency=1.7s cache=16231/96441 (17%)
2026-07-14 11:59:54,107 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool terminal returned error (0.80s): {"output": "/usr/bin/bash: line 10: process: command not found", "exit_code": 127, "error": null}
2026-07-14 11:59:54,156 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2206 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:00:13,351 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2206 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:00:13,354 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #78: model=default provider=custom in=96788 out=156 total=96944 latency=19.2s
2026-07-14 12:00:13,359 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2204 (_call):135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:00:13,359 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #6: model=default provider=custom in=55977 out=339 total=56316 latency=20.9s
2026-07-14 12:00:13,431 INFO [20260712_081412_654c5f58] agent.tool_executor: tool process completed (0.00s, 17 chars)
2026-07-14 12:00:14,438 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.99s, 90 chars)
2026-07-14 12:00:14,506 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2208 (_call):135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:00:15,274 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool terminal returned error (0.81s): {"output": "", "exit_code": 1, "error": null}
2026-07-14 12:00:15,321 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2210 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:00:16,344 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2208 (_call):135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:00:16,346 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #7: model=default provider=custom in=56361 out=57 total=56418 latency=1.9s cache=48930/56361 (87%)
2026-07-14 12:00:17,146 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.78s, 91 chars)
2026-07-14 12:00:17,180 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2212 (_call):135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:00:17,251 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2210 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:00:17,254 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #79: model=default provider=custom in=96977 out=60 total=97037 latency=2.0s
2026-07-14 12:00:18,095 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.80s, 193 chars)
2026-07-14 12:00:18,149 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2214 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:00:18,344 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2212 (_call):135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:00:18,346 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #8: model=default provider=custom in=56459 out=43 total=56502 latency=1.2s cache=48925/56459 (87%)
2026-07-14 12:00:19,148 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.78s, 1769 chars)
2026-07-14 12:00:19,197 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2216 (_call):135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:00:23,927 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2214 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:00:23,929 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #80: model=default provider=custom in=126747 out=258 total=127005 latency=5.8s
2026-07-14 12:00:24,732 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.78s, 1125 chars)
2026-07-14 12:00:24,786 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2218 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:00:35,210 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2216 (_call):135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:00:35,212 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #9: model=default provider=custom in=70321 out=778 total=71099 latency=16.0s
2026-07-14 12:00:35,258 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=9/60 budget=9/60 tool_turns=9 last_msg_role=assistant response_len=1699 session=20260714_114920_9d9d2d3b
2026-07-14 12:00:35,297 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=71.3s api_calls=9 response=1699 chars
2026-07-14 12:00:35,343 INFO gateway.platforms.base: [Telegram] Sending response (1699 chars) to -1003707758328
2026-07-14 12:00:41,601 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2218 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:00:41,603 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #81: model=default provider=custom in=97597 out=118 total=97715 latency=16.8s cache=93311/97597 (96%)
2026-07-14 12:00:43,029 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (1.39s, 2277 chars)
2026-07-14 12:00:43,202 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2220 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:09,890 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2220 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:09,897 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #82: model=default provider=custom in=98717 out=978 total=99695 latency=26.8s
2026-07-14 12:01:10,059 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_1:135523347699392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:10,175 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 12:01:10,300 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_1:135523347699392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:10,468 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 12:01:10,605 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_1:135523347699392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:10,809 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 12:01:10,847 INFO [20260712_081412_654c5f58] tools.async_delegation: Dispatched async delegation batch deleg_d059a137 (3 task(s), session_key=agent:main:telegram:group:-1003707758328:12)
2026-07-14 12:01:10,850 INFO [20260712_081412_654c5f58] agent.tool_executor: tool delegate_task completed (0.87s, 627 chars)
2026-07-14 12:01:10,874 INFO [20260714_120110_c8cef2] agent.turn_context: conversation turn: session=20260714_120110_c8cef2 model=default provider=custom platform=subagent history=0 msg='Grill-QA Review cho Malaysia (t_6263c0d8) -> cập nhật topic.md và reassign cho c...'
2026-07-14 12:01:10,888 INFO [20260714_120110_183a45] agent.turn_context: conversation turn: session=20260714_120110_183a45 model=default provider=custom platform=subagent history=0 msg='Grill-QA Review cho Singapore (t_8eb54198) -> cập nhật topic.md và reassign cho ...'
2026-07-14 12:01:10,952 INFO [20260714_120110_ce48a9] agent.turn_context: conversation turn: session=20260714_120110_ce48a9 model=default provider=custom platform=subagent history=0 msg='Grill-QA Review cho Thái Lan (t_a8f85ad5) -> cập nhật topic.md và reassign cho c...'
2026-07-14 12:01:11,108 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2224 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:11,541 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2225 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:11,563 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2226 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:11,572 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2227 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:27,639 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2225 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:27,640 INFO [20260714_120110_ce48a9] agent.conversation_loop: API call #1: model=default provider=custom in=14698 out=212 total=14910 latency=16.1s
2026-07-14 12:01:27,859 INFO [20260714_120110_ce48a9] agent.tool_executor: tool search_files completed (0.18s, 18 chars)
2026-07-14 12:01:27,885 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2231 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:28,353 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2226 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:28,354 INFO [20260714_120110_183a45] agent.conversation_loop: API call #1: model=default provider=custom in=14695 out=297 total=14992 latency=16.8s
2026-07-14 12:01:28,483 INFO [20260714_120110_183a45] agent.tool_executor: tool skill_view completed (0.10s, 5206 chars)
2026-07-14 12:01:28,509 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2232 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:31,175 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2232 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:31,176 INFO [20260714_120110_183a45] agent.conversation_loop: API call #2: model=default provider=custom in=14440 out=83 total=14523 latency=2.7s cache=10240/14440 (71%)
2026-07-14 12:01:31,259 INFO [20260714_120110_183a45] agent.tool_executor: tool skill_view completed (0.07s, 122 chars)
2026-07-14 12:01:31,287 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2233 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:34,100 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2224 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:34,102 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #83: model=default provider=custom in=99897 out=683 total=100580 latency=23.1s
2026-07-14 12:01:34,186 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_1:135523347699392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:34,270 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 12:01:34,355 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_1:135523347699392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:34,436 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 12:01:34,527 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_1:135523347699392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:34,620 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 12:01:34,660 INFO [20260712_081412_654c5f58] tools.async_delegation: Dispatched async delegation batch deleg_87391bd5 (3 task(s), session_key=agent:main:telegram:group:-1003707758328:12)
2026-07-14 12:01:34,661 INFO [20260712_081412_654c5f58] agent.tool_executor: tool delegate_task completed (0.53s, 629 chars)
2026-07-14 12:01:34,669 INFO [20260714_120134_8e8a8b] agent.turn_context: conversation turn: session=20260714_120134_8e8a8b model=default provider=custom platform=subagent history=0 msg='Grill-QA Review cho Trung Quốc (t_15c8a3e5) -> cập nhật topic.md và reassign cho...'
2026-07-14 12:01:34,701 INFO [20260714_120134_5d37e1] agent.turn_context: conversation turn: session=20260714_120134_5d37e1 model=default provider=custom platform=subagent history=0 msg='Grill-QA Review cho Việt Nam (t_1abb3a92) -> cập nhật topic.md và reassign cho c...'
2026-07-14 12:01:34,732 INFO [20260714_120134_ef1481] agent.turn_context: conversation turn: session=20260714_120134_ef1481 model=default provider=custom platform=subagent history=0 msg='Grill-QA Review cho Indonesia (t_9fa19e67) -> cập nhật topic.md và reassign cho ...'
2026-07-14 12:01:34,766 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2237 (_call):135522760472256 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:34,959 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2238 (_call):135522752079552 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:34,966 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2239 (_call):135522743686848 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:34,974 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2240 (_call):135522735294144 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:35,351 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2227 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:35,352 INFO [20260714_120110_c8cef2] agent.conversation_loop: API call #1: model=default provider=custom in=12842 out=418 total=13260 latency=23.8s
2026-07-14 12:01:35,483 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2231 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:35,493 INFO [20260714_120110_ce48a9] agent.conversation_loop: API call #2: model=default provider=custom in=12932 out=152 total=13084 latency=7.6s
2026-07-14 12:01:35,637 INFO agent.tool_executor: tool read_file completed (0.22s, 6809 chars)
2026-07-14 12:01:35,744 INFO agent.tool_executor: tool skill_view completed (0.35s, 59551 chars)
2026-07-14 12:01:35,757 INFO [20260714_120110_ce48a9] agent.tool_executor: tool read_file completed (0.12s, 5882 chars)
2026-07-14 12:01:35,778 INFO agent.tool_executor: tool skill_view completed (0.38s, 4529 chars)
2026-07-14 12:01:35,798 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2249 (_call):135522726901440 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:35,858 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2250 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:36,598 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2233 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:36,599 INFO [20260714_120110_183a45] agent.conversation_loop: API call #3: model=default provider=custom in=14525 out=165 total=14690 latency=5.3s cache=12288/14525 (85%)
2026-07-14 12:01:36,752 INFO agent.tool_executor: tool read_file completed (0.10s, 8361 chars)
2026-07-14 12:01:36,826 INFO agent.tool_executor: tool search_files completed (0.17s, 18 chars)
2026-07-14 12:01:36,859 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2258 (_call):135522718508736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:39,696 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2238 (_call):135522752079552 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:39,697 INFO [20260714_120134_8e8a8b] agent.conversation_loop: API call #1: model=default provider=custom in=12847 out=253 total=13100 latency=4.8s cache=10240/12847 (80%)
2026-07-14 12:01:39,806 INFO agent.tool_executor: tool skill_view completed (0.09s, 5206 chars)
2026-07-14 12:01:39,810 INFO agent.tool_executor: tool read_file completed (0.10s, 7031 chars)
2026-07-14 12:01:39,855 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2263 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:40,550 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2249 (_call):135522726901440 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:40,552 INFO [20260714_120110_ce48a9] agent.conversation_loop: API call #3: model=default provider=custom in=14815 out=225 total=15040 latency=4.8s cache=10752/14815 (73%)
2026-07-14 12:01:40,665 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2250 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:40,666 INFO [20260714_120110_c8cef2] agent.conversation_loop: API call #2: model=default provider=custom in=31467 out=248 total=31715 latency=4.8s cache=10752/31467 (34%)
2026-07-14 12:01:40,676 INFO agent.tool_executor: tool search_files completed (0.09s, 693 chars)
2026-07-14 12:01:40,677 INFO agent.tool_executor: tool search_files completed (0.10s, 18 chars)
2026-07-14 12:01:40,829 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2269 (_call):135522710116032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:40,857 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2240 (_call):135522735294144 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:40,857 INFO [20260714_120134_ef1481] agent.conversation_loop: API call #1: model=default provider=custom in=12839 out=325 total=13164 latency=5.9s cache=10240/12839 (80%)
2026-07-14 12:01:40,860 INFO agent.tool_executor: tool search_files completed (0.10s, 121 chars)
2026-07-14 12:01:41,007 INFO agent.tool_executor: tool skill_view completed (0.10s, 5206 chars)
2026-07-14 12:01:41,097 INFO agent.tool_executor: tool read_file completed (0.18s, 7287 chars)
2026-07-14 12:01:41,149 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2278 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:41,180 INFO agent.tool_executor: tool search_files completed (0.42s, 18 chars)
2026-07-14 12:01:41,219 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2279 (_call):135522726901440 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:41,268 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2239 (_call):135522743686848 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:41,269 INFO [20260714_120134_5d37e1] agent.conversation_loop: API call #1: model=default provider=custom in=12841 out=342 total=13183 latency=6.3s cache=10240/12841 (80%)
2026-07-14 12:01:41,365 INFO agent.tool_executor: tool skill_view completed (0.08s, 5206 chars)
2026-07-14 12:01:41,394 INFO agent.tool_executor: tool search_files completed (0.11s, 615 chars)
2026-07-14 12:01:41,449 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2282 (_call):135522752079552 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:42,508 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=asyncio_1:124940768495296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:42,527 INFO tui_gateway.ws: ws closed peer=127.0.0.1:57000 reason=client_disconnect(code=1001,reason=) messages=1 parse_errors=0 dispatch_crashes=0 send_failures=0 reaped_sessions=1 detached_sessions=0
2026-07-14 12:01:44,059 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2237 (_call):135522760472256 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:44,061 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #84: model=default provider=custom in=94686 out=338 total=95024 latency=9.4s cache=88576/94686 (94%)
2026-07-14 12:01:44,087 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=8/60 budget=8/60 tool_turns=72 last_msg_role=assistant response_len=1053 session=20260712_081412_654c5f58
2026-07-14 12:01:44,138 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=112.8s api_calls=8 response=1053 chars
2026-07-14 12:01:44,184 INFO gateway.platforms.base: [Telegram] Sending response (1053 chars) to -1003707758328
2026-07-14 12:01:45,925 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2258 (_call):135522718508736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:45,926 INFO [20260714_120110_183a45] agent.conversation_loop: API call #4: model=default provider=custom in=17131 out=563 total=17694 latency=9.1s cache=12288/17131 (72%)
2026-07-14 12:01:46,048 INFO agent.tool_executor: tool search_files completed (0.10s, 1149 chars)
2026-07-14 12:01:46,062 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2269 (_call):135522710116032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:46,063 INFO [20260714_120110_ce48a9] agent.conversation_loop: API call #4: model=default provider=custom in=15220 out=232 total=15452 latency=5.3s cache=12288/15220 (81%)
2026-07-14 12:01:46,114 INFO agent.tool_executor: tool search_files completed (0.17s, 2286 chars)
2026-07-14 12:01:46,138 INFO agent.tool_executor: tool search_files completed (0.20s, 2948 chars)
2026-07-14 12:01:46,154 INFO tui_gateway.ws: ws accepted peer=127.0.0.1:57212
2026-07-14 12:01:46,187 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2293 (_call):135522718508736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:46,208 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2282 (_call):135522752079552 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:46,217 INFO [20260714_120134_5d37e1] agent.conversation_loop: API call #2: model=default provider=custom in=14678 out=127 total=14805 latency=4.8s cache=6144/14678 (42%)
2026-07-14 12:01:46,270 INFO agent.tool_executor: tool search_files completed (0.16s, 579 chars)
2026-07-14 12:01:46,281 INFO agent.tool_executor: tool search_files completed (0.16s, 1434 chars)
2026-07-14 12:01:46,317 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2296 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:46,392 INFO [20260714_120134_5d37e1] agent.tool_executor: tool read_file completed (0.13s, 7957 chars)
2026-07-14 12:01:46,814 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=Thread-21 (_build):124939842606784 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:46,978 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 12:01:47,704 INFO hermes_cli.web_server: pty accepted peer=127.0.0.1 mode=loopback cred=token
2026-07-14 12:01:48,182 INFO [20260714_120134_5d37e1] agent.tool_executor: tool terminal completed (0.78s, 69 chars)
2026-07-14 12:01:48,213 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2300 (_call):135522752079552 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:51,252 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2278 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:51,253 INFO [20260714_120134_ef1481] agent.conversation_loop: API call #2: model=default provider=custom in=16657 out=337 total=16994 latency=10.1s cache=10752/16657 (65%)
2026-07-14 12:01:51,348 INFO agent.tool_executor: tool search_files completed (0.06s, 122 chars)
2026-07-14 12:01:51,411 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2279 (_call):135522726901440 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:51,417 INFO [20260714_120110_c8cef2] agent.conversation_loop: API call #3: model=default provider=custom in=31686 out=188 total=31874 latency=10.2s cache=29184/31686 (92%)
2026-07-14 12:01:51,553 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2296 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:51,554 INFO [20260714_120110_ce48a9] agent.conversation_loop: API call #5: model=default provider=custom in=16093 out=89 total=16182 latency=5.3s cache=10240/16093 (64%)
2026-07-14 12:01:51,571 INFO agent.tool_executor: tool search_files completed (0.28s, 18 chars)
2026-07-14 12:01:51,656 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2306 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:51,757 INFO [20260714_120110_ce48a9] agent.tool_executor: tool skill_view completed (0.16s, 5206 chars)
2026-07-14 12:01:51,799 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2307 (_call):135522710116032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:52,236 INFO [20260714_120110_c8cef2] agent.tool_executor: tool terminal completed (0.79s, 69 chars)
2026-07-14 12:01:52,268 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2308 (_call):135522726901440 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:53,437 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2307 (_call):135522710116032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:53,438 INFO [20260714_120110_ce48a9] agent.conversation_loop: API call #6: model=default provider=custom in=20890 out=404 total=21294 latency=1.7s
2026-07-14 12:01:53,561 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2308 (_call):135522726901440 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:53,562 INFO [20260714_120110_c8cef2] agent.conversation_loop: API call #4: model=default provider=custom in=35169 out=250 total=35419 latency=1.3s cache=12215/35169 (35%)
2026-07-14 12:01:53,641 INFO [20260714_120110_ce48a9] agent.tool_executor: tool patch completed (0.18s, 1527 chars)
2026-07-14 12:01:53,678 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2318 (_call):135522710116032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:53,761 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2306 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:53,761 INFO [20260714_120134_ef1481] agent.conversation_loop: API call #3: model=default provider=custom in=19510 out=234 total=19744 latency=2.1s cache=12162/19510 (62%)
2026-07-14 12:01:53,983 INFO [20260714_120134_ef1481] agent.tool_executor: tool patch completed (0.21s, 1381 chars)
2026-07-14 12:01:54,007 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2327 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:54,034 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2300 (_call):135522752079552 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:54,035 INFO [20260714_120134_5d37e1] agent.conversation_loop: API call #3: model=default provider=custom in=20787 out=577 total=21364 latency=5.8s cache=4224/20787 (20%)
2026-07-14 12:01:54,364 INFO [20260714_120110_c8cef2] agent.tool_executor: tool terminal completed (0.79s, 193 chars)
2026-07-14 12:01:54,399 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2329 (_call):135522726901440 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:54,507 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2293 (_call):135522718508736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:54,508 INFO [20260714_120110_183a45] agent.conversation_loop: API call #5: model=default provider=custom in=19352 out=312 total=19664 latency=8.3s
2026-07-14 12:01:54,529 INFO [20260714_120110_183a45] agent.tool_executor: tool todo completed (0.00s, 484 chars)
2026-07-14 12:01:54,555 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2330 (_call):135522718508736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:54,834 WARNING [20260714_120134_5d37e1] agent.tool_executor: Tool terminal returned error (0.78s): {"output": "usage: hermes kanban [-h] [--board <slug>]\n                     {init,boards,create,swarm,list,ls,show,assign,reclaim,reassign,diagnostics,diag,link,unlink,claim,comment,complete,edit,blo
2026-07-14 12:01:54,862 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2318 (_call):135522710116032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:54,864 INFO [20260714_120110_ce48a9] agent.conversation_loop: API call #7: model=default provider=custom in=21761 out=239 total=22000 latency=1.2s cache=16203/21761 (74%)
2026-07-14 12:01:54,865 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2263 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:54,866 INFO [20260714_120134_8e8a8b] agent.conversation_loop: API call #2: model=default provider=custom in=16645 out=475 total=17120 latency=15.0s cache=10752/16645 (65%)
2026-07-14 12:01:55,237 INFO agent.tool_executor: tool search_files completed (0.34s, 3721 chars)
2026-07-14 12:01:55,301 INFO agent.tool_executor: tool search_files completed (0.40s, 18 chars)
2026-07-14 12:01:55,320 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2327 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:55,321 INFO [20260714_120134_ef1481] agent.conversation_loop: API call #4: model=default provider=custom in=19432 out=119 total=19551 latency=1.3s
2026-07-14 12:01:55,350 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2336 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:55,441 INFO [20260714_120134_ef1481] agent.tool_executor: tool read_file completed (0.07s, 3014 chars)
2026-07-14 12:01:55,466 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2341 (_call):135522710116032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:55,582 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2329 (_call):135522726901440 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:55,583 INFO [20260714_120110_c8cef2] agent.conversation_loop: API call #5: model=default provider=custom in=34147 out=62 total=34209 latency=1.2s
2026-07-14 12:01:55,674 INFO [20260714_120110_ce48a9] agent.tool_executor: tool terminal completed (0.79s, 136 chars)
2026-07-14 12:01:55,724 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2343 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:55,984 INFO [20260714_120134_5d37e1] agent.tool_executor: tool search_files completed (0.14s, 18 chars)
2026-07-14 12:01:56,023 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2346 (_call):135522752079552 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:56,385 INFO [20260714_120110_c8cef2] agent.tool_executor: tool terminal completed (0.78s, 441 chars)
2026-07-14 12:01:56,417 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2347 (_call):135522726901440 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:56,457 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2336 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:56,458 INFO [20260714_120134_8e8a8b] agent.conversation_loop: API call #3: model=default provider=custom in=19844 out=158 total=20002 latency=1.1s
2026-07-14 12:01:57,053 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2330 (_call):135522718508736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:57,055 INFO [20260714_120110_183a45] agent.conversation_loop: API call #6: model=default provider=custom in=21525 out=782 total=22307 latency=2.5s
2026-07-14 12:01:57,069 INFO [20260714_120134_8e8a8b] agent.tool_executor: tool terminal completed (0.58s, 5264 chars)
2026-07-14 12:01:57,122 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2349 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:57,172 INFO [20260714_120110_183a45] agent.tool_executor: tool search_files completed (0.07s, 827 chars)
2026-07-14 12:01:57,194 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2352 (_call):135522718508736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:57,540 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2347 (_call):135522726901440 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:57,541 INFO [20260714_120110_c8cef2] agent.conversation_loop: API call #6: model=default provider=custom in=34310 out=65 total=34375 latency=1.1s
2026-07-14 12:01:57,550 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2341 (_call):135522710116032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:57,552 INFO [20260714_120134_ef1481] agent.conversation_loop: API call #5: model=default provider=custom in=20457 out=305 total=20762 latency=2.1s cache=16222/20457 (79%)
2026-07-14 12:01:57,778 INFO [20260714_120134_ef1481] agent.tool_executor: tool patch completed (0.21s, 1672 chars)
2026-07-14 12:01:57,811 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2362 (_call):135522726901440 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:58,140 INFO [20260714_120110_c8cef2] agent.tool_executor: tool terminal completed (0.58s, 77 chars)
2026-07-14 12:01:58,168 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2363 (_call):135522710116032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:58,909 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2362 (_call):135522726901440 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:58,911 INFO [20260714_120134_ef1481] agent.conversation_loop: API call #6: model=default provider=custom in=21310 out=53 total=21363 latency=1.1s cache=16224/21310 (76%)
2026-07-14 12:01:59,008 INFO [20260714_120134_ef1481] agent.tool_executor: tool read_file completed (0.08s, 7053 chars)
2026-07-14 12:01:59,041 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2368 (_call):135522726901440 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:59,384 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2363 (_call):135522710116032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:59,385 INFO [20260714_120110_c8cef2] agent.conversation_loop: API call #7: model=default provider=custom in=34407 out=71 total=34478 latency=1.2s cache=28492/34407 (83%)
2026-07-14 12:01:59,804 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2346 (_call):135522752079552 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:59,806 INFO [20260714_120134_5d37e1] agent.conversation_loop: API call #4: model=default provider=custom in=24266 out=100 total=24366 latency=3.8s
2026-07-14 12:01:59,931 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2343 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:01:59,932 INFO [20260714_120110_ce48a9] agent.conversation_loop: API call #8: model=default provider=custom in=25261 out=102 total=25363 latency=4.2s
2026-07-14 12:02:00,192 INFO [20260714_120110_c8cef2] agent.tool_executor: tool terminal completed (0.78s, 1526 chars)
2026-07-14 12:02:00,223 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2372 (_call):135522710116032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:00,613 INFO [20260714_120134_5d37e1] agent.tool_executor: tool terminal completed (0.79s, 434 chars)
2026-07-14 12:02:00,658 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2373 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:00,731 INFO [20260714_120110_ce48a9] agent.tool_executor: tool terminal completed (0.78s, 91 chars)
2026-07-14 12:02:00,780 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2374 (_call):135522752079552 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:01,726 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2349 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:01,727 INFO [20260714_120134_8e8a8b] agent.conversation_loop: API call #4: model=default provider=custom in=20973 out=37 total=21010 latency=4.6s cache=16214/20973 (77%)
2026-07-14 12:02:02,549 INFO [20260714_120134_8e8a8b] agent.tool_executor: tool terminal completed (0.78s, 434 chars)
2026-07-14 12:02:02,593 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2376 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:07,650 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2352 (_call):135522718508736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:07,651 INFO [20260714_120110_183a45] agent.conversation_loop: API call #7: model=default provider=custom in=22592 out=1059 total=23651 latency=10.5s
2026-07-14 12:02:08,057 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2376 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:08,059 INFO [20260714_120134_8e8a8b] agent.conversation_loop: API call #5: model=default provider=custom in=19125 out=145 total=19270 latency=5.5s cache=14336/19125 (75%)
2026-07-14 12:02:08,089 INFO [20260714_120110_183a45] agent.tool_executor: tool patch completed (0.39s, 3520 chars)
2026-07-14 12:02:08,137 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2390 (_call):135522718508736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:08,451 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2368 (_call):135522726901440 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:08,452 INFO [20260714_120134_ef1481] agent.conversation_loop: API call #7: model=default provider=custom in=21542 out=153 total=21695 latency=9.4s cache=14336/21542 (67%)
2026-07-14 12:02:08,565 INFO [20260714_120134_ef1481] agent.tool_executor: tool skill_view completed (0.08s, 122 chars)
2026-07-14 12:02:08,607 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2391 (_call):135522726901440 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:08,824 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2373 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:08,824 INFO [20260714_120134_5d37e1] agent.conversation_loop: API call #5: model=default provider=custom in=17873 out=169 total=18042 latency=8.2s cache=10752/17873 (60%)
2026-07-14 12:02:08,877 INFO [20260714_120134_8e8a8b] agent.tool_executor: tool terminal completed (0.79s, 969 chars)
2026-07-14 12:02:08,910 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2393 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:09,427 INFO [20260714_120134_5d37e1] agent.tool_executor: tool terminal completed (0.58s, 507 chars)
2026-07-14 12:02:09,508 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2374 (_call):135522752079552 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:09,509 INFO [20260714_120110_ce48a9] agent.conversation_loop: API call #9: model=default provider=custom in=18578 out=172 total=18750 latency=8.8s cache=12800/18578 (69%)
2026-07-14 12:02:09,526 INFO [20260714_120110_ce48a9] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=9/50 budget=9/50 tool_turns=8 last_msg_role=assistant response_len=528 session=20260714_120110_ce48a9
2026-07-14 12:02:09,536 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=ThreadPoolExecutor-116_0:135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:10,658 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2372 (_call):135522710116032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:10,659 INFO [20260714_120110_c8cef2] agent.conversation_loop: API call #8: model=default provider=custom in=32864 out=248 total=33112 latency=10.5s cache=29184/32864 (89%)
2026-07-14 12:02:11,261 INFO [20260714_120134_5d37e1] agent.tool_executor: tool terminal completed (0.80s, 453 chars)
2026-07-14 12:02:11,336 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2396 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:11,672 INFO [20260714_120110_c8cef2] agent.tool_executor: tool terminal completed (1.00s, 3777 chars)
2026-07-14 12:02:11,713 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2397 (_call):135522710116032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:11,738 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2390 (_call):135522718508736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:11,740 INFO [20260714_120110_183a45] agent.conversation_loop: API call #8: model=default provider=custom in=22777 out=177 total=22954 latency=3.6s cache=14848/22777 (65%)
2026-07-14 12:02:12,545 INFO [20260714_120110_183a45] agent.tool_executor: tool terminal completed (0.78s, 73 chars)
2026-07-14 12:02:12,572 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2399 (_call):135522718508736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:15,108 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2391 (_call):135522726901440 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:15,108 INFO [20260714_120134_ef1481] agent.conversation_loop: API call #8: model=default provider=custom in=21627 out=344 total=21971 latency=6.5s cache=19456/21627 (90%)
2026-07-14 12:02:15,421 INFO agent.tool_executor: tool search_files completed (0.29s, 18 chars)
2026-07-14 12:02:15,468 INFO agent.tool_executor: tool search_files completed (0.34s, 887 chars)
2026-07-14 12:02:15,543 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2404 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:15,682 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2393 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:15,686 INFO [20260714_120134_8e8a8b] agent.conversation_loop: API call #6: model=default provider=custom in=19551 out=339 total=19890 latency=6.8s cache=16896/19551 (86%)
2026-07-14 12:02:15,816 INFO agent.tool_executor: tool search_files completed (0.10s, 1373 chars)
2026-07-14 12:02:15,822 INFO agent.tool_executor: tool search_files completed (0.11s, 2995 chars)
2026-07-14 12:02:15,855 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2409 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:19,401 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2396 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:19,401 INFO [20260714_120134_5d37e1] agent.conversation_loop: API call #6: model=default provider=custom in=18281 out=331 total=18612 latency=8.1s
2026-07-14 12:02:19,480 INFO agent.tool_executor: tool search_files completed (0.05s, 18 chars)
2026-07-14 12:02:19,500 INFO agent.tool_executor: tool search_files completed (0.07s, 3011 chars)
2026-07-14 12:02:19,539 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2414 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:20,110 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2404 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:20,112 INFO [20260714_120134_ef1481] agent.conversation_loop: API call #9: model=default provider=custom in=22143 out=198 total=22341 latency=4.6s cache=19456/22143 (88%)
2026-07-14 12:02:20,349 INFO agent.tool_executor: tool search_files completed (0.22s, 4716 chars)
2026-07-14 12:02:20,415 INFO agent.tool_executor: tool search_files completed (0.28s, 4473 chars)
2026-07-14 12:02:20,447 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2419 (_call):135522726901440 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:21,310 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2409 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:21,310 INFO [20260714_120134_8e8a8b] agent.conversation_loop: API call #7: model=default provider=custom in=21070 out=155 total=21225 latency=5.5s cache=17408/21070 (83%)
2026-07-14 12:02:21,527 INFO agent.tool_executor: tool read_file completed (0.18s, 2418 chars)
2026-07-14 12:02:21,546 INFO agent.tool_executor: tool read_file completed (0.19s, 3216 chars)
2026-07-14 12:02:21,593 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2428 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:22,219 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2397 (_call):135522710116032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:22,220 INFO [20260714_120110_c8cef2] agent.conversation_loop: API call #9: model=default provider=custom in=34349 out=517 total=34866 latency=10.5s cache=30720/34349 (89%)
2026-07-14 12:02:22,289 INFO agent.tool_executor: tool search_files completed (0.06s, 579 chars)
2026-07-14 12:02:22,325 INFO agent.tool_executor: tool search_files completed (0.09s, 3028 chars)
2026-07-14 12:02:22,360 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2433 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:23,560 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2414 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:23,561 INFO [20260714_120134_5d37e1] agent.conversation_loop: API call #7: model=default provider=custom in=19383 out=137 total=19520 latency=4.0s cache=15360/19383 (79%)
2026-07-14 12:02:24,154 INFO [20260714_120134_5d37e1] agent.tool_executor: tool terminal completed (0.58s, 1293 chars)
2026-07-14 12:02:24,187 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2435 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:26,982 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2433 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:26,983 INFO [20260714_120110_c8cef2] agent.conversation_loop: API call #10: model=default provider=custom in=35717 out=130 total=35847 latency=4.6s
2026-07-14 12:02:27,132 INFO agent.tool_executor: tool read_file completed (0.11s, 5882 chars)
2026-07-14 12:02:27,139 INFO agent.tool_executor: tool read_file completed (0.12s, 8905 chars)
2026-07-14 12:02:27,186 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2444 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:27,763 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2419 (_call):135522726901440 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:27,764 INFO [20260714_120134_ef1481] agent.conversation_loop: API call #10: model=default provider=custom in=25040 out=183 total=25223 latency=7.3s cache=19968/25040 (80%)
2026-07-14 12:02:27,862 INFO agent.tool_executor: tool read_file completed (0.08s, 1004 chars)
2026-07-14 12:02:27,866 INFO agent.tool_executor: tool read_file completed (0.08s, 5641 chars)
2026-07-14 12:02:27,905 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2453 (_call):135522710116032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:29,374 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2453 (_call):135522710116032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:29,374 INFO [20260714_120134_ef1481] agent.conversation_loop: API call #11: model=default provider=custom in=32299 out=253 total=32552 latency=1.5s cache=16231/32299 (50%)
2026-07-14 12:02:30,579 WARNING [20260714_120134_ef1481] agent.tool_executor: Tool terminal returned error (1.18s): {"output": "usage: hermes [-h] [--version] [-z PROMPT] [--usage-file PATH] [-m MODEL]\n              [--provider PROVIDER] [-t TOOLSETS] [--resume SESSION]\n              [--continue [SESSION_NAME]] [
2026-07-14 12:02:30,610 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2455 (_call):135522710116032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:31,818 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2455 (_call):135522710116032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:31,820 INFO [20260714_120134_ef1481] agent.conversation_loop: API call #12: model=default provider=custom in=33118 out=218 total=33336 latency=1.2s cache=28403/33118 (86%)
2026-07-14 12:02:32,506 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2399 (_call):135522718508736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:32,507 INFO [20260714_120110_183a45] agent.conversation_loop: API call #9: model=default provider=custom in=22924 out=49 total=22973 latency=20.0s cache=20480/22924 (89%)
2026-07-14 12:02:32,657 INFO [20260714_120134_ef1481] agent.tool_executor: tool terminal completed (0.80s, 73 chars)
2026-07-14 12:02:32,694 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2461 (_call):135522718508736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:32,722 INFO [20260714_120110_183a45] agent.tool_executor: tool read_file completed (0.19s, 8905 chars)
2026-07-14 12:02:32,751 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2462 (_call):135522710116032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:34,266 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2461 (_call):135522718508736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:34,269 INFO [20260714_120134_ef1481] agent.conversation_loop: API call #13: model=default provider=custom in=33368 out=344 total=33712 latency=1.6s cache=28396/33368 (85%)
2026-07-14 12:02:34,294 INFO [20260714_120134_ef1481] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=13/50 budget=13/50 tool_turns=12 last_msg_role=assistant response_len=485 session=20260714_120134_ef1481
2026-07-14 12:02:34,303 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=ThreadPoolExecutor-120_2:135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:34,558 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2462 (_call):135522710116032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:34,559 INFO [20260714_120110_183a45] agent.conversation_loop: API call #10: model=default provider=custom in=29856 out=431 total=30287 latency=1.8s cache=12175/29856 (41%)
2026-07-14 12:02:34,578 INFO [20260714_120110_183a45] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=10/50 budget=10/50 tool_turns=9 last_msg_role=assistant response_len=859 session=20260714_120110_183a45
2026-07-14 12:02:34,586 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=ThreadPoolExecutor-116_2:135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:35,850 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2444 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:35,851 INFO [20260714_120110_c8cef2] agent.conversation_loop: API call #11: model=default provider=custom in=46243 out=836 total=47079 latency=8.7s cache=4224/46243 (9%)
2026-07-14 12:02:37,386 INFO [20260714_120110_c8cef2] tools.browser_tool: Created local browser session h_e445557531 for task sa-1-b48a072b
2026-07-14 12:02:40,412 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2428 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:40,414 INFO [20260714_120134_8e8a8b] agent.conversation_loop: API call #8: model=default provider=custom in=22856 out=483 total=23339 latency=18.8s cache=10240/22856 (45%)
2026-07-14 12:02:40,504 INFO [20260714_120134_8e8a8b] tools.browser_tool: Created local browser session h_57f7751ae4 for task sa-1-367a7a57
2026-07-14 12:02:45,784 INFO [20260714_120134_8e8a8b] agent.tool_executor: tool browser_navigate completed (5.34s, 1129 chars)
2026-07-14 12:02:46,383 INFO [20260714_120110_c8cef2] agent.tool_executor: tool browser_navigate completed (10.52s, 1087 chars)
2026-07-14 12:02:48,035 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (227 chars)
2026-07-14 12:02:48,048 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tôi ko thấy task này trên kanban, bạn có thể unblock Nhưng hãy bàn giao R&D tham' reply_to_id=20 reply_to_text=''
2026-07-14 12:02:48,192 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 12:02:48,281 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=26 msg='[NN Vo] tôi ko thấy task này trên kanban, bạn có thể unblock Nhưng hãy bàn giao ...'
2026-07-14 12:02:48,328 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2464 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:48,350 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2435 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:48,352 INFO [20260714_120134_5d37e1] agent.conversation_loop: API call #8: model=default provider=custom in=19771 out=183 total=19954 latency=24.2s cache=12288/19771 (62%)
2026-07-14 12:02:49,155 INFO [20260714_120134_5d37e1] agent.tool_executor: tool terminal completed (0.78s, 879 chars)
2026-07-14 12:02:49,180 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2466 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:51,185 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2466 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:51,186 INFO [20260714_120134_5d37e1] agent.conversation_loop: API call #9: model=default provider=custom in=22080 out=159 total=22239 latency=2.0s
2026-07-14 12:02:52,210 INFO [20260714_120134_5d37e1] agent.tool_executor: tool terminal completed (1.00s, 553 chars)
2026-07-14 12:02:52,265 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2468 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:54,361 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2468 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:54,364 INFO [20260714_120134_5d37e1] agent.conversation_loop: API call #10: model=default provider=custom in=22438 out=313 total=22751 latency=2.1s
2026-07-14 12:02:54,829 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2464 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:54,831 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #10: model=default provider=custom in=57731 out=199 total=57930 latency=6.5s
2026-07-14 12:02:55,635 WARNING [20260714_120134_5d37e1] agent.tool_executor: Tool terminal returned error (1.22s): {"output": "usage: hermes [-h] [--version] [-z PROMPT] [--usage-file PATH] [-m MODEL]\n              [--provider PROVIDER] [-t TOOLSETS] [--resume SESSION]\n              [--continue [SESSION_NAME]] [
2026-07-14 12:02:55,723 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2471 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:55,871 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (1.00s, 95 chars)
2026-07-14 12:02:56,091 INFO [20260714_120110_c8cef2] agent.tool_executor: tool browser_navigate completed (8.70s, 2708 chars)
2026-07-14 12:02:56,141 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2472 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:56,707 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2471 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:56,709 INFO [20260714_120134_5d37e1] agent.conversation_loop: API call #11: model=default provider=custom in=22806 out=0 total=22806 latency=1.0s cache=16194/22806 (71%)
2026-07-14 12:02:56,718 INFO [20260714_120134_5d37e1] agent.conversation_loop: Empty response after tool calls — nudging model to continue processing
2026-07-14 12:02:56,742 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2473 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:57,102 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2472 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:57,103 INFO [20260714_120110_c8cef2] agent.conversation_loop: API call #12: model=default provider=custom in=44526 out=102 total=44628 latency=1.0s cache=28499/44526 (64%)
2026-07-14 12:02:57,650 INFO [20260714_120134_8e8a8b] agent.tool_executor: tool terminal completed (10.84s, 986 chars)
2026-07-14 12:02:57,691 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.81s, 76 chars)
2026-07-14 12:02:57,711 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2475 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:02:59,497 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.79s, 69 chars)
2026-07-14 12:02:59,541 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2477 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:03:01,234 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2477 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:03:01,234 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #11: model=default provider=custom in=58056 out=151 total=58207 latency=1.7s cache=52975/58056 (91%)
2026-07-14 12:03:01,745 INFO [20260714_120110_c8cef2] agent.tool_executor: tool browser_navigate completed (4.61s, 7850 chars)
2026-07-14 12:03:01,789 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2479 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:03:02,047 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.79s, 434 chars)
2026-07-14 12:03:02,087 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2480 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:03:02,844 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2475 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:03:02,845 INFO [20260714_120134_8e8a8b] agent.conversation_loop: API call #9: model=default provider=custom in=32814 out=71 total=32885 latency=5.2s
2026-07-14 12:03:05,361 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2480 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:03:05,363 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #12: model=default provider=custom in=58192 out=38 total=58230 latency=3.3s cache=16276/58192 (28%)
2026-07-14 12:03:05,979 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.58s, 84 chars)
2026-07-14 12:03:06,019 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2482 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:03:06,927 INFO [20260714_120134_8e8a8b] agent.tool_executor: tool browser_navigate completed (4.06s, 3742 chars)
2026-07-14 12:03:06,959 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2483 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:03:07,163 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2482 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:03:07,164 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #13: model=default provider=custom in=58262 out=156 total=58418 latency=1.2s cache=52965/58262 (91%)
2026-07-14 12:03:07,202 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2473 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:03:07,203 INFO [20260714_120134_5d37e1] agent.conversation_loop: API call #12: model=default provider=custom in=29504 out=424 total=29928 latency=10.5s
2026-07-14 12:03:07,314 INFO [20260714_120134_5d37e1] agent.tool_executor: tool read_file completed (0.10s, 3357 chars)
2026-07-14 12:03:07,967 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.79s, 65 chars)
2026-07-14 12:03:07,980 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2483 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:03:07,981 INFO [20260714_120134_8e8a8b] agent.conversation_loop: API call #10: model=default provider=custom in=27467 out=18 total=27485 latency=1.0s
2026-07-14 12:03:09,113 INFO [20260714_120134_5d37e1] agent.tool_executor: tool terminal completed (0.78s, 69 chars)
2026-07-14 12:03:09,139 INFO [20260714_120134_8e8a8b] agent.tool_executor: tool browser_click completed (1.14s, 36 chars)
2026-07-14 12:03:09,164 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2491 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:03:09,284 INFO agent.chat_completion_helpers: Streaming failed before delivery: Provider returned an empty stream with no finish_reason (possible upstream error or malformed SSE response).
2026-07-14 12:03:09,291 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2479 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:03:09,357 WARNING [20260714_120110_c8cef2] agent.conversation_loop: API call failed (attempt 1/3) error_type=RuntimeError thread=ThreadPoolExecutor-118_0:135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default summary=Provider returned an empty stream with no finish_reason (possible upstream error or malformed SSE response).
2026-07-14 12:03:09,358 WARNING [20260714_120110_c8cef2] agent.conversation_loop: Retrying API call in 2.0965396975976676s (attempt 1/3) thread=ThreadPoolExecutor-118_0:135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default policy=default error=Provider returned an empty stream with no finish_reason (possible upstream error or malformed SSE response).
2026-07-14 12:03:09,554 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.58s, 72 chars)
2026-07-14 12:03:09,586 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2492 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:03:10,698 INFO [20260714_120134_5d37e1] agent.tool_executor: tool terminal completed (0.58s, 69 chars)
2026-07-14 12:03:10,732 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2494 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:03:11,582 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2495 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:03:26,917 INFO gateway.run: kanban dispatcher [brand-monitoring]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-14 12:03:32,204 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2491 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:03:32,205 INFO [20260714_120134_8e8a8b] agent.conversation_loop: API call #11: model=default provider=custom in=25307 out=25 total=25332 latency=23.1s cache=18944/25307 (75%)
2026-07-14 12:03:33,329 INFO [20260714_120134_8e8a8b] agent.tool_executor: tool browser_snapshot completed (1.11s, 5768 chars)
2026-07-14 12:03:33,366 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2496 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:03:33,711 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2494 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:03:33,712 INFO [20260714_120134_5d37e1] agent.conversation_loop: API call #13: model=default provider=custom in=22296 out=439 total=22735 latency=23.0s
2026-07-14 12:03:33,791 INFO agent.tool_executor: tool search_files completed (0.06s, 1081 chars)
2026-07-14 12:03:33,802 INFO agent.tool_executor: tool search_files completed (0.07s, 526 chars)
2026-07-14 12:03:33,809 INFO agent.tool_executor: tool search_files completed (0.08s, 1081 chars)
2026-07-14 12:03:33,851 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2503 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:03:35,502 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Cached user photo at /root/.hermes/cache/images/img_9fea2bbdaa07.jpg
2026-07-14 12:03:36,304 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing photo batch agent:main:telegram:group:-1003707758328:12:photo-burst with 1 image(s)
2026-07-14 12:03:36,317 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tôi vẫn thấy assignee có vẻ đang lộn xộn' reply_to_id=12 reply_to_text=''
2026-07-14 12:03:36,463 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 12:03:36,532 INFO gateway.run: Image routing: text (mode=text). Pre-analyzing 1 image(s) via vision_analyze.
2026-07-14 12:03:36,533 INFO tools.vision_tools: Analyzing image: /root/.hermes/cache/images/img_9fea2bbdaa07.jpg
2026-07-14 12:03:36,533 INFO tools.vision_tools: User prompt: Describe everything visible in this image in thorough detail. Include any text, code, data, objects,
2026-07-14 12:03:36,542 INFO tools.vision_tools: Image ready (57.2 KB)
2026-07-14 12:03:36,543 INFO tools.vision_tools: Converting image to base64...
2026-07-14 12:03:36,544 INFO tools.vision_tools: Image converted to base64 (76.3 KB)
2026-07-14 12:03:36,545 INFO tools.vision_tools: Processing image with vision model...
2026-07-14 12:03:41,091 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2503 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:03:41,092 INFO [20260714_120134_5d37e1] agent.conversation_loop: API call #14: model=default provider=custom in=23386 out=267 total=23653 latency=7.3s cache=19968/23386 (85%)
2026-07-14 12:03:41,689 INFO [20260714_120134_5d37e1] agent.tool_executor: tool terminal completed (0.58s, 69 chars)
2026-07-14 12:03:42,764 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2492 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:03:42,765 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #14: model=default provider=custom in=55312 out=71 total=55383 latency=33.2s
2026-07-14 12:03:42,787 INFO [20260714_120134_5d37e1] agent.tool_executor: tool read_file completed (0.09s, 2418 chars)
2026-07-14 12:03:42,858 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2510 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:03:43,802 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (1.01s, 2481 chars)
2026-07-14 12:03:43,847 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2511 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:03:47,565 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2496 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:03:47,566 INFO [20260714_120134_8e8a8b] agent.conversation_loop: API call #12: model=default provider=custom in=26944 out=396 total=27340 latency=14.2s cache=23040/26944 (86%)
2026-07-14 12:03:47,641 INFO agent.tool_executor: tool search_files completed (0.05s, 18 chars)
2026-07-14 12:03:47,682 INFO agent.tool_executor: tool search_files completed (0.09s, 1655 chars)
2026-07-14 12:03:47,725 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2516 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:03:48,830 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2510 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:03:48,831 INFO [20260714_120134_5d37e1] agent.conversation_loop: API call #15: model=default provider=custom in=24355 out=346 total=24701 latency=6.0s cache=20992/24355 (86%)
2026-07-14 12:03:49,432 INFO [20260714_120134_5d37e1] agent.tool_executor: tool terminal completed (0.59s, 565 chars)
2026-07-14 12:03:50,707 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2495 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:03:50,709 INFO [20260714_120110_c8cef2] agent.conversation_loop: API call #13: model=default provider=custom in=43866 out=697 total=44563 latency=48.9s
2026-07-14 12:03:50,904 INFO [20260714_120110_c8cef2] agent.tool_executor: tool patch completed (0.18s, 745 chars)
2026-07-14 12:03:50,941 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2527 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:03:51,020 INFO [20260714_120134_5d37e1] agent.tool_executor: tool terminal completed (0.58s, 507 chars)
2026-07-14 12:03:51,056 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2528 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:03:51,103 INFO tools.vision_tools: Image analysis completed (3701 characters)
2026-07-14 12:03:51,192 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=205 msg="[The user sent an image~ Here's what I can see: The image shows a dark-themed ka..."
2026-07-14 12:03:51,264 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2529 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:03:57,209 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2511 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:03:57,210 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #15: model=default provider=custom in=56292 out=691 total=56983 latency=13.4s cache=53248/56292 (95%)
2026-07-14 12:03:57,232 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=6/60 budget=6/60 tool_turns=14 last_msg_role=assistant response_len=1248 session=20260714_114920_9d9d2d3b
2026-07-14 12:03:57,253 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=69.2s api_calls=6 response=1248 chars
2026-07-14 12:03:57,315 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:03:57,334 INFO gateway.platforms.base: [Telegram] Sending response (1248 chars) to -1003707758328
2026-07-14 12:03:57,412 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 12:03:57,432 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=41 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 12:03:57,467 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2530 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:04:01,684 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2528 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:04:01,685 INFO [20260714_120134_5d37e1] agent.conversation_loop: API call #16: model=default provider=custom in=24805 out=670 total=25475 latency=10.6s cache=22016/24805 (89%)
2026-07-14 12:04:01,773 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2527 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:04:01,775 INFO [20260714_120110_c8cef2] agent.conversation_loop: API call #14: model=default provider=custom in=44165 out=307 total=44472 latency=10.9s cache=41472/44165 (94%)
2026-07-14 12:04:01,901 INFO agent.tool_executor: tool search_files completed (0.19s, 508 chars)
2026-07-14 12:04:01,925 INFO agent.tool_executor: tool search_files completed (0.20s, 821 chars)
2026-07-14 12:04:01,973 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2537 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:04:02,377 INFO [20260714_120110_c8cef2] agent.tool_executor: tool patch completed (0.53s, 1181 chars)
2026-07-14 12:04:02,434 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2544 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:04:07,475 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2529 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:04:07,476 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #85: model=default provider=custom in=96055 out=536 total=96591 latency=16.2s cache=92672/96055 (96%)
2026-07-14 12:04:08,316 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.81s, 773 chars)
2026-07-14 12:04:10,106 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2544 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:04:10,108 INFO [20260714_120110_c8cef2] agent.conversation_loop: API call #15: model=default provider=custom in=51243 out=838 total=52081 latency=7.7s cache=44160/51243 (86%)
2026-07-14 12:04:10,387 INFO [20260714_120110_c8cef2] agent.tool_executor: tool patch completed (0.25s, 1764 chars)
2026-07-14 12:04:10,440 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2555 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:04:11,520 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (2.19s, 2811 chars)
2026-07-14 12:04:11,607 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2556 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:04:12,747 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2555 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:04:12,749 INFO [20260714_120110_c8cef2] agent.conversation_loop: API call #16: model=default provider=custom in=53156 out=301 total=53457 latency=2.3s cache=32550/53156 (61%)
2026-07-14 12:04:13,567 INFO [20260714_120110_c8cef2] agent.tool_executor: tool terminal completed (0.79s, 102 chars)
2026-07-14 12:04:13,610 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2558 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:04:14,178 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2556 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:04:14,179 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #86: model=default provider=custom in=104060 out=204 total=104264 latency=2.6s
2026-07-14 12:04:14,235 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=73 last_msg_role=assistant response_len=660 session=20260712_081412_654c5f58
2026-07-14 12:04:14,308 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=38.0s api_calls=2 response=660 chars
2026-07-14 12:04:14,313 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:04:14,357 INFO gateway.platforms.base: [Telegram] Sending response (660 chars) to -1003707758328
2026-07-14 12:04:14,416 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 12:04:14,443 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=210 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 12:04:14,507 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2559 (_call):135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:04:14,898 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2558 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:04:14,898 INFO [20260714_120110_c8cef2] agent.conversation_loop: API call #17: model=default provider=custom in=53495 out=261 total=53756 latency=1.3s cache=48818/53495 (91%)
2026-07-14 12:04:15,209 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2537 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:04:15,214 INFO [20260714_120134_5d37e1] agent.conversation_loop: API call #17: model=default provider=custom in=25396 out=229 total=25625 latency=13.3s cache=6144/25396 (24%)
2026-07-14 12:04:15,508 INFO [20260714_120134_5d37e1] agent.tool_executor: tool patch completed (0.26s, 735 chars)
2026-07-14 12:04:15,544 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2569 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:04:15,712 INFO [20260714_120110_c8cef2] agent.tool_executor: tool terminal completed (0.79s, 69 chars)
2026-07-14 12:04:15,743 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2570 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:04:16,558 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2570 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:04:16,560 INFO [20260714_120110_c8cef2] agent.conversation_loop: API call #18: model=default provider=custom in=49451 out=82 total=49533 latency=0.8s cache=40707/49451 (82%)
2026-07-14 12:04:17,204 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2569 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:04:17,205 INFO [20260714_120134_5d37e1] agent.conversation_loop: API call #18: model=default provider=custom in=27618 out=145 total=27763 latency=1.7s cache=20208/27618 (73%)
2026-07-14 12:04:17,431 INFO [20260714_120134_5d37e1] agent.tool_executor: tool patch completed (0.20s, 740 chars)
2026-07-14 12:04:17,467 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2580 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:04:17,685 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2530 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:04:17,686 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #1: model=default provider=custom in=57781 out=944 total=58725 latency=20.2s
2026-07-14 12:04:17,718 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool skill_manage returned error (0.03s): {"success": false, "error": "Refusing background curator patch for skill 'hermes-kanban': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, or s
2026-07-14 12:04:17,749 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2581 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:04:17,780 INFO [20260714_120110_c8cef2] agent.tool_executor: tool terminal completed (1.20s, 105 chars)
2026-07-14 12:04:17,813 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2582 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:04:18,188 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2559 (_call):135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:04:18,189 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=105028 out=240 total=105268 latency=3.7s
2026-07-14 12:04:18,215 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.02s): {"success": false, "error": "Refusing background curator patch for skill 'research-pipeline': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, 
2026-07-14 12:04:18,259 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2583 (_call):135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:04:19,328 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2581 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:04:19,329 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #2: model=default provider=custom in=62031 out=69 total=62100 latency=1.6s
2026-07-14 12:04:19,411 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool skill_view completed (0.08s, 58259 chars)
2026-07-14 12:04:19,443 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2584 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:04:19,706 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2580 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:04:19,707 INFO [20260714_120134_5d37e1] agent.conversation_loop: API call #19: model=default provider=custom in=28023 out=684 total=28707 latency=2.3s cache=20208/28023 (72%)
2026-07-14 12:04:19,911 INFO [20260714_120134_5d37e1] agent.tool_executor: tool patch completed (0.19s, 2361 chars)
2026-07-14 12:04:19,941 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2593 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:04:22,454 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2593 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:04:22,455 INFO [20260714_120134_5d37e1] agent.conversation_loop: API call #20: model=default provider=custom in=29482 out=90 total=29572 latency=2.5s cache=12097/29482 (41%)
2026-07-14 12:04:22,551 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2583 (_call):135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:04:22,552 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=137325 out=97 total=137422 latency=4.3s
2026-07-14 12:04:22,817 INFO agent.tool_executor: tool skill_view completed (0.25s, 5206 chars)
2026-07-14 12:04:22,826 INFO agent.tool_executor: tool skill_view completed (0.25s, 4119 chars)
2026-07-14 12:04:22,925 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2595 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:04:22,959 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2582 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:04:22,960 INFO [20260714_120110_c8cef2] agent.conversation_loop: API call #19: model=default provider=custom in=61769 out=225 total=61994 latency=5.2s
2026-07-14 12:04:23,683 INFO [20260714_120134_5d37e1] agent.tool_executor: tool terminal completed (1.21s, 72 chars)
2026-07-14 12:04:23,722 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2597 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:04:24,023 INFO [20260714_120110_c8cef2] agent.tool_executor: tool terminal completed (1.02s, 68 chars)
2026-07-14 12:04:24,063 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2598 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:04:25,436 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2597 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:04:25,439 INFO [20260714_120134_5d37e1] agent.conversation_loop: API call #21: model=default provider=custom in=29606 out=81 total=29687 latency=1.7s cache=24257/29606 (82%)
2026-07-14 12:04:26,078 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2595 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:04:26,079 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #3: model=default provider=custom in=108149 out=1410 total=109559 latency=3.2s
2026-07-14 12:04:26,094 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.01s): {"error": "old_string is required for 'patch'. Provide the text to find.", "success": false}
2026-07-14 12:04:26,143 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2600 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:04:26,280 INFO [20260714_120134_5d37e1] agent.tool_executor: tool terminal completed (0.78s, 91 chars)
2026-07-14 12:04:26,320 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2601 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:04:27,633 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2584 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:04:27,634 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #3: model=default provider=custom in=77437 out=884 total=78321 latency=8.2s
2026-07-14 12:04:29,161 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool skill_manage completed (1.52s, 531 chars)
2026-07-14 12:04:29,197 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2602 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:04:34,862 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2598 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:04:34,864 INFO [20260714_120110_c8cef2] agent.conversation_loop: API call #20: model=default provider=custom in=46502 out=103 total=46605 latency=10.8s cache=41984/46502 (90%)
2026-07-14 12:04:35,693 INFO [20260714_120110_c8cef2] agent.tool_executor: tool terminal completed (0.79s, 1764 chars)
2026-07-14 12:04:35,733 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2604 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:04:36,359 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2601 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:04:36,360 INFO [20260714_120134_5d37e1] agent.conversation_loop: API call #22: model=default provider=custom in=27818 out=156 total=27974 latency=10.1s cache=22528/27818 (81%)
2026-07-14 12:04:36,494 INFO [20260714_120134_5d37e1] agent.tool_executor: tool read_file completed (0.11s, 8827 chars)
2026-07-14 12:04:37,346 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2602 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:04:37,346 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #4: model=default provider=custom in=74889 out=221 total=75110 latency=8.2s
2026-07-14 12:04:37,350 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/16 budget=4/16 tool_turns=17 last_msg_role=assistant response_len=788 session=20260714_114920_9d9d2d3b
2026-07-14 12:04:37,357 INFO [20260714_114920_9d9d2d3b] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:04:38,094 INFO [20260714_120134_5d37e1] agent.tool_executor: tool terminal completed (0.59s, 1264 chars)
2026-07-14 12:04:38,130 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2610 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:04:41,492 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2604 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:04:41,493 INFO [20260714_120110_c8cef2] agent.conversation_loop: API call #21: model=default provider=custom in=47253 out=281 total=47534 latency=5.8s cache=44032/47253 (93%)
2026-07-14 12:04:41,601 INFO [20260714_120110_c8cef2] agent.tool_executor: tool read_file completed (0.09s, 7685 chars)
2026-07-14 12:04:41,640 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2615 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:04:47,499 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2615 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:04:47,500 INFO [20260714_120110_c8cef2] agent.conversation_loop: API call #22: model=default provider=custom in=49643 out=307 total=49950 latency=5.9s cache=45056/49643 (91%)
2026-07-14 12:04:48,930 INFO [20260714_120110_c8cef2] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=22/50 budget=22/50 tool_turns=21 last_msg_role=assistant response_len=718 session=20260714_120110_c8cef2
2026-07-14 12:04:48,951 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=ThreadPoolExecutor-116_1:135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:04:49,007 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:04:49,102 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 12:04:49,124 INFO [20260714_120110_c8cef2] agent.turn_context: conversation turn: session=20260714_120110_c8cef2 model=default provider=custom platform=subagent history=50 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 12:04:49,153 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2616 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:04:50,600 INFO gateway.run: Watch pattern notification — injecting for telegram chat=-1003707758328 thread=12
2026-07-14 12:04:50,609 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='[ASYNC DELEGATION BATCH COMPLETE — deleg_d059a137] A background fan-out of 3 sub' reply_to_id=None reply_to_text=''
2026-07-14 12:04:50,741 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 12:04:50,820 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=210 msg='[NN Vo] [ASYNC DELEGATION BATCH COMPLETE — deleg_d059a137] A background fan-out ...'
2026-07-14 12:04:50,879 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2617 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:05:01,156 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2616 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:05:01,158 INFO [20260714_120110_c8cef2] agent.conversation_loop: API call #1: model=default provider=custom in=50881 out=712 total=51593 latency=12.0s
2026-07-14 12:05:01,210 WARNING [20260714_120110_c8cef2] agent.tool_executor: Tool skill_manage returned error (0.05s): {"success": false, "error": "Refusing background curator patch for skill 'hermes-kanban': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, or s
2026-07-14 12:05:01,282 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2618 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:05:01,759 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2516 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:05:01,760 INFO [20260714_120134_8e8a8b] agent.conversation_loop: API call #13: model=default provider=custom in=27594 out=650 total=28244 latency=74.1s
2026-07-14 12:05:02,314 INFO [20260714_120134_8e8a8b] agent.tool_executor: tool patch completed (0.50s, 1591 chars)
2026-07-14 12:05:02,412 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2627 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:05:03,533 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2618 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:05:03,534 INFO [20260714_120110_c8cef2] agent.conversation_loop: API call #2: model=default provider=custom in=51586 out=33 total=51619 latency=2.3s cache=48640/51586 (94%)
2026-07-14 12:05:03,625 INFO [20260714_120110_c8cef2] agent.tool_executor: tool skill_view completed (0.09s, 60766 chars)
2026-07-14 12:05:03,657 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2628 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:05:05,530 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (73 chars)
2026-07-14 12:05:05,543 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='ok, nhưng nhớ hãy theo nguyên tắc create skill kanban để ko bị lost track' reply_to_id=20 reply_to_text=''
2026-07-14 12:05:05,786 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 12:05:05,798 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2627 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:05:05,801 INFO [20260714_120134_8e8a8b] agent.conversation_loop: API call #14: model=default provider=custom in=28252 out=116 total=28368 latency=3.4s cache=25088/28252 (89%)
2026-07-14 12:05:05,898 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=41 msg='[NN Vo] ok, nhưng nhớ hãy theo nguyên tắc create skill kanban để ko bị lost trac...'
2026-07-14 12:05:05,943 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2629 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:05:06,047 INFO [20260714_120134_8e8a8b] agent.tool_executor: tool skill_view completed (0.17s, 122 chars)
2026-07-14 12:05:06,083 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2630 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:05:12,639 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2630 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:05:12,642 INFO [20260714_120134_8e8a8b] agent.conversation_loop: API call #15: model=default provider=custom in=28337 out=147 total=28484 latency=6.6s cache=20480/28337 (72%)
2026-07-14 12:05:14,200 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2628 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:05:14,203 INFO [20260714_120110_c8cef2] agent.conversation_loop: API call #3: model=default provider=custom in=67385 out=610 total=67995 latency=10.6s cache=49152/67385 (73%)
2026-07-14 12:05:14,268 INFO [20260714_120110_c8cef2] agent.tool_executor: tool skill_manage completed (0.06s, 533 chars)
2026-07-14 12:05:14,306 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2631 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:05:17,507 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2629 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:05:17,510 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #16: model=default provider=custom in=56704 out=460 total=57164 latency=11.6s cache=53760/56704 (95%)
2026-07-14 12:05:17,552 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool memory completed (0.01s, 198 chars)
2026-07-14 12:05:17,600 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2632 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:05:19,579 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2631 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:05:19,581 INFO [20260714_120110_c8cef2] agent.conversation_loop: API call #4: model=default provider=custom in=68159 out=160 total=68319 latency=5.3s
2026-07-14 12:05:19,586 INFO [20260714_120110_c8cef2] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/16 budget=4/16 tool_turns=24 last_msg_role=assistant response_len=628 session=20260714_120110_c8cef2
2026-07-14 12:05:19,593 INFO [20260714_120110_c8cef2] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:05:25,181 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2632 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:05:25,182 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #17: model=default provider=custom in=56838 out=231 total=57069 latency=7.6s cache=25088/56838 (44%)
2026-07-14 12:05:25,206 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=15 last_msg_role=assistant response_len=803 session=20260714_114920_9d9d2d3b
2026-07-14 12:05:25,263 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=19.7s api_calls=2 response=803 chars
2026-07-14 12:05:25,304 INFO gateway.platforms.base: [Telegram] Sending response (803 chars) to -1003707758328
2026-07-14 12:05:39,711 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (29 chars)
2026-07-14 12:05:39,954 INFO [20260712_081412_654c5f58] run_agent: OpenAI client aborted (stream_interrupt_abort, shared=False, tcp_force_closed=0, deferred_close=stranger_thread) thread=hermes-gateway_0:135524911138496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:05:39,958 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=interrupted_during_api_call model=default api_calls=1/60 budget=1/60 tool_turns=73 last_msg_role=user response_len=66 session=20260712_081412_654c5f58
2026-07-14 12:05:40,272 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=211 msg='[NN Vo] update kanban là được, làm đi'
2026-07-14 12:05:40,295 INFO [20260712_081412_654c5f58] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260712_081412_654c5f58)
2026-07-14 12:05:40,347 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2633 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:05:43,887 WARNING [20260714_120134_8e8a8b] agent.tool_executor: Tool browser_navigate returned error (31.22s): {"success": false, "error": "CDP command timed out: Page.navigate"}
2026-07-14 12:05:46,840 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2633 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:05:46,841 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #87: model=default provider=custom in=117787 out=332 total=118119 latency=6.5s cache=93056/117787 (79%)
2026-07-14 12:05:47,646 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.78s, 773 chars)
2026-07-14 12:05:47,712 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2635 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:05:48,324 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2610 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:05:48,324 INFO [20260714_120134_5d37e1] agent.conversation_loop: API call #23: model=default provider=custom in=31215 out=275 total=31490 latency=70.2s cache=25600/31215 (82%)
2026-07-14 12:05:48,342 INFO [20260714_120134_5d37e1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=23/50 budget=23/50 tool_turns=21 last_msg_role=assistant response_len=823 session=20260714_120134_5d37e1
2026-07-14 12:05:48,360 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=ThreadPoolExecutor-120_0:135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:05:48,424 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:05:48,507 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 12:05:48,548 INFO [20260714_120134_5d37e1] agent.turn_context: conversation turn: session=20260714_120134_5d37e1 model=default provider=custom platform=subagent history=59 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 12:05:48,579 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2636 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:05:51,098 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2635 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:05:51,100 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #88: model=default provider=custom in=106094 out=386 total=106480 latency=3.4s cache=97390/106094 (92%)
2026-07-14 12:05:51,477 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2636 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:05:51,478 INFO [20260714_120134_5d37e1] agent.conversation_loop: API call #1: model=default provider=custom in=34448 out=432 total=34880 latency=2.9s
2026-07-14 12:05:51,506 WARNING [20260714_120134_5d37e1] agent.tool_executor: Tool skill_manage returned error (0.02s): {"success": false, "error": "Refusing background curator patch for skill 'research-pipeline': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, 
2026-07-14 12:05:51,532 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2638 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:05:52,389 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2638 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:05:52,390 INFO [20260714_120134_5d37e1] agent.conversation_loop: API call #2: model=default provider=custom in=35167 out=18 total=35185 latency=0.9s cache=28332/35167 (81%)
2026-07-14 12:05:52,465 INFO [20260714_120134_5d37e1] agent.tool_executor: tool skill_view completed (0.07s, 5206 chars)
2026-07-14 12:05:52,490 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2639 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:05:54,150 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2639 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:05:54,151 INFO [20260714_120134_5d37e1] agent.conversation_loop: API call #3: model=default provider=custom in=36879 out=432 total=37311 latency=1.7s cache=32389/36879 (88%)
2026-07-14 12:05:54,190 INFO [20260714_120134_5d37e1] agent.tool_executor: tool skill_manage completed (0.04s, 535 chars)
2026-07-14 12:05:54,216 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2640 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:05:55,530 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (4.40s, 247 chars)
2026-07-14 12:05:55,590 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2641 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:05:57,265 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2617 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:06:13,248 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2640 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:06:13,249 INFO [20260714_120134_5d37e1] agent.conversation_loop: API call #4: model=default provider=custom in=37144 out=70 total=37214 latency=19.0s
2026-07-14 12:06:13,254 INFO [20260714_120134_5d37e1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/16 budget=4/16 tool_turns=24 last_msg_role=assistant response_len=314 session=20260714_120134_5d37e1
2026-07-14 12:06:13,260 INFO [20260714_120134_5d37e1] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:06:13,931 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2641 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:06:13,933 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #89: model=default provider=custom in=106649 out=147 total=106796 latency=18.4s
2026-07-14 12:06:14,733 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.78s, 773 chars)
2026-07-14 12:06:14,784 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2643 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:06:16,047 WARNING [20260714_120134_8e8a8b] agent.tool_executor: Tool browser_navigate returned error (31.15s): {"success": false, "error": "CDP command timed out: Page.navigate"}
2026-07-14 12:06:16,084 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2644 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:06:17,441 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2643 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:06:17,442 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #90: model=default provider=custom in=107015 out=390 total=107405 latency=2.7s cache=101449/107015 (95%)
2026-07-14 12:06:17,458 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/60 budget=4/60 tool_turns=76 last_msg_role=assistant response_len=1117 session=20260712_081412_654c5f58
2026-07-14 12:06:17,502 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=86.9s api_calls=4 response=1117 chars
2026-07-14 12:06:17,540 INFO gateway.platforms.base: [Telegram] Sending response (1117 chars) to -1003707758328
2026-07-14 12:06:22,920 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2644 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:06:22,925 INFO [20260714_120134_8e8a8b] agent.conversation_loop: API call #16: model=default provider=custom in=39620 out=399 total=40019 latency=6.9s cache=30310/39620 (77%)
2026-07-14 12:06:23,402 INFO [20260714_120134_8e8a8b] agent.tool_executor: tool terminal completed (0.40s, 260 chars)
2026-07-14 12:06:23,440 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2646 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:06:43,391 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2646 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:06:43,392 INFO [20260714_120134_8e8a8b] agent.conversation_loop: API call #17: model=default provider=custom in=31411 out=342 total=31753 latency=20.0s cache=16220/31411 (52%)
2026-07-14 12:06:44,613 INFO [20260714_120134_8e8a8b] agent.tool_executor: tool terminal completed (1.20s, 466 chars)
2026-07-14 12:06:44,658 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2648 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:06:52,662 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2600 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:06:52,670 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #4: model=default provider=custom in=103418 out=513 total=103931 latency=146.6s
2026-07-14 12:06:52,773 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.09s): {"success": false, "error": "Refusing background curator patch for skill 'research-pipeline': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, 
2026-07-14 12:06:52,937 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2649 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:07:02,728 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2648 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:07:02,730 INFO [20260714_120134_8e8a8b] agent.conversation_loop: API call #18: model=default provider=custom in=31930 out=312 total=32242 latency=18.1s
2026-07-14 12:07:03,348 INFO [20260714_120134_8e8a8b] agent.tool_executor: tool terminal completed (0.59s, 535 chars)
2026-07-14 12:07:03,384 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2651 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:07:10,173 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2649 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:07:10,175 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #5: model=default provider=custom in=110289 out=18 total=110307 latency=17.3s cache=105523/110289 (96%)
2026-07-14 12:07:10,261 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_view completed (0.08s, 5586 chars)
2026-07-14 12:07:10,310 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2652 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:07:17,547 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Cached user photo at /root/.hermes/cache/images/img_05a62c670524.jpg
2026-07-14 12:07:18,349 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing photo batch agent:main:telegram:group:-1003707758328:12:photo-burst with 1 image(s)
2026-07-14 12:07:18,380 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='Task được chuyển sang cho CEO review nhưng tôi lại ko có bất kỳ thông tin gì để ' reply_to_id=12 reply_to_text=''
2026-07-14 12:07:18,615 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 12:07:18,688 INFO gateway.run: Image routing: text (mode=text). Pre-analyzing 1 image(s) via vision_analyze.
2026-07-14 12:07:18,688 INFO tools.vision_tools: Analyzing image: /root/.hermes/cache/images/img_05a62c670524.jpg
2026-07-14 12:07:18,689 INFO tools.vision_tools: User prompt: Describe everything visible in this image in thorough detail. Include any text, code, data, objects,
2026-07-14 12:07:18,696 INFO tools.vision_tools: Image ready (83.3 KB)
2026-07-14 12:07:18,697 INFO tools.vision_tools: Converting image to base64...
2026-07-14 12:07:18,701 INFO tools.vision_tools: Image converted to base64 (111.1 KB)
2026-07-14 12:07:18,701 INFO tools.vision_tools: Processing image with vision model...
2026-07-14 12:07:26,224 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2652 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:07:26,226 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #6: model=default provider=custom in=105783 out=458 total=106241 latency=15.9s cache=100864/105783 (95%)
2026-07-14 12:07:26,358 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_manage completed (0.13s, 533 chars)
2026-07-14 12:07:26,415 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2653 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:07:32,640 INFO tools.vision_tools: Image analysis completed (3573 characters)
2026-07-14 12:07:32,741 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=219 msg="[The user sent an image~ Here's what I can see: This looks like a dark-themed ta..."
2026-07-14 12:07:32,774 INFO [20260712_081412_654c5f58] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260712_081412_654c5f58)
2026-07-14 12:07:32,824 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2654 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:07:33,441 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2653 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:07:33,443 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #7: model=default provider=custom in=106407 out=241 total=106648 latency=7.1s cache=103424/106407 (97%)
2026-07-14 12:07:33,449 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=7/16 budget=7/16 tool_turns=79 last_msg_role=assistant response_len=855 session=20260712_081412_654c5f58
2026-07-14 12:07:33,454 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:07:45,182 INFO tools.browser_tool: Cleaning up inactive session for task: sa-1-367a7a57 (inactive for 120s)
2026-07-14 12:07:52,412 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2654 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:07:52,413 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #91: model=default provider=custom in=101985 out=1003 total=102988 latency=19.6s
2026-07-14 12:07:52,535 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.09s, 729 chars)
2026-07-14 12:07:54,929 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (1.38s, 2140 chars)
2026-07-14 12:07:54,986 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2657 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:08:13,443 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2657 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:08:13,444 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #92: model=default provider=custom in=103519 out=672 total=104191 latency=18.5s cache=99840/103519 (96%)
2026-07-14 12:08:17,271 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (3.81s, 217 chars)
2026-07-14 12:08:17,331 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2659 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:08:23,089 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2651 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:08:23,090 INFO [20260714_120134_8e8a8b] agent.conversation_loop: API call #19: model=default provider=custom in=29924 out=922 total=30846 latency=79.7s cache=26112/29924 (87%)
2026-07-14 12:08:23,141 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2659 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:08:23,143 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #93: model=default provider=custom in=104285 out=120 total=104405 latency=5.8s cache=101376/104285 (97%)
2026-07-14 12:08:23,301 INFO [20260714_120134_8e8a8b] agent.tool_executor: tool patch completed (0.19s, 1914 chars)
2026-07-14 12:08:23,332 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2669 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:08:24,358 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (1.20s, 3074 chars)
2026-07-14 12:08:24,420 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2670 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:08:27,199 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2669 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:08:27,200 INFO [20260714_120134_8e8a8b] agent.conversation_loop: API call #20: model=default provider=custom in=30935 out=188 total=31123 latency=3.9s cache=27648/30935 (89%)
2026-07-14 12:08:27,714 INFO gateway.run: kanban dispatcher [brand-monitoring]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-14 12:08:28,620 INFO [20260714_120134_8e8a8b] agent.tool_executor: tool terminal completed (1.39s, 120 chars)
2026-07-14 12:08:28,660 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2672 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:08:30,823 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2672 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:08:30,824 INFO [20260714_120134_8e8a8b] agent.conversation_loop: API call #21: model=default provider=custom in=31119 out=73 total=31192 latency=2.2s cache=28672/31119 (92%)
2026-07-14 12:08:31,637 INFO [20260714_120134_8e8a8b] agent.tool_executor: tool terminal completed (0.79s, 1905 chars)
2026-07-14 12:08:31,671 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2674 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:08:33,159 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2670 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:08:33,164 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #94: model=default provider=custom in=105510 out=347 total=105857 latency=8.8s cache=101888/105510 (97%)
2026-07-14 12:08:33,196 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/60 budget=4/60 tool_turns=79 last_msg_role=assistant response_len=1099 session=20260712_081412_654c5f58
2026-07-14 12:08:33,213 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=74.8s api_calls=4 response=1099 chars
2026-07-14 12:08:33,252 INFO gateway.platforms.base: [Telegram] Sending response (1099 chars) to -1003707758328
2026-07-14 12:08:39,424 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2674 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:08:39,426 INFO [20260714_120134_8e8a8b] agent.conversation_loop: API call #22: model=default provider=custom in=31864 out=346 total=32210 latency=7.8s cache=28672/31864 (90%)
2026-07-14 12:08:39,449 INFO [20260714_120134_8e8a8b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=22/50 budget=22/50 tool_turns=21 last_msg_role=assistant response_len=929 session=20260714_120134_8e8a8b
2026-07-14 12:08:39,463 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=ThreadPoolExecutor-120_1:135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:08:39,534 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:08:39,625 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 12:08:39,655 INFO [20260714_120134_8e8a8b] agent.turn_context: conversation turn: session=20260714_120134_8e8a8b model=default provider=custom platform=subagent history=51 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 12:08:39,684 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2675 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:08:40,761 INFO gateway.run: Watch pattern notification — injecting for telegram chat=-1003707758328 thread=12
2026-07-14 12:08:40,779 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='[ASYNC DELEGATION BATCH COMPLETE — deleg_87391bd5] A background fan-out of 3 sub' reply_to_id=None reply_to_text=''
2026-07-14 12:08:40,945 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 12:08:41,032 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=228 msg='[NN Vo] [ASYNC DELEGATION BATCH COMPLETE — deleg_87391bd5] A background fan-out ...'
2026-07-14 12:08:41,059 INFO [20260712_081412_654c5f58] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260712_081412_654c5f58)
2026-07-14 12:08:41,109 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2676 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:08:50,153 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2675 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:08:50,156 INFO [20260714_120134_8e8a8b] agent.conversation_loop: API call #1: model=default provider=custom in=33182 out=451 total=33633 latency=10.5s
2026-07-14 12:08:50,181 WARNING [20260714_120134_8e8a8b] agent.tool_executor: Tool skill_manage returned error (0.02s): {"success": false, "error": "Refusing background curator patch for skill 'research-pipeline': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, 
2026-07-14 12:08:50,209 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2677 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:08:53,620 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2677 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:08:53,621 INFO [20260714_120134_8e8a8b] agent.conversation_loop: API call #2: model=default provider=custom in=39937 out=66 total=40003 latency=3.4s cache=6784/39937 (17%)
2026-07-14 12:08:53,712 INFO [20260714_120134_8e8a8b] agent.tool_executor: tool skill_view completed (0.08s, 5669 chars)
2026-07-14 12:08:53,736 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2678 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:08:54,690 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2676 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:08:54,691 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #95: model=default provider=custom in=106725 out=470 total=107195 latency=13.6s
2026-07-14 12:08:56,100 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (1.39s, 3758 chars)
2026-07-14 12:08:56,506 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2678 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:08:56,507 INFO [20260714_120134_8e8a8b] agent.conversation_loop: API call #3: model=default provider=custom in=38327 out=683 total=39010 latency=2.8s cache=12170/38327 (32%)
2026-07-14 12:08:56,548 INFO [20260714_120134_8e8a8b] agent.tool_executor: tool skill_manage completed (0.04s, 545 chars)
2026-07-14 12:08:56,574 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2680 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:08:57,199 INFO [20260712_081412_654c5f58] agent.tool_executor: tool search_files completed (0.09s, 1628 chars)
2026-07-14 12:08:57,257 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2683 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:08:57,470 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2680 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:08:57,470 INFO [20260714_120134_8e8a8b] agent.conversation_loop: API call #4: model=default provider=custom in=39372 out=39 total=39411 latency=0.9s cache=32453/39372 (82%)
2026-07-14 12:08:57,477 INFO [20260714_120134_8e8a8b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/16 budget=4/16 tool_turns=24 last_msg_role=assistant response_len=201 session=20260714_120134_8e8a8b
2026-07-14 12:08:57,481 INFO [20260714_120134_8e8a8b] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:08:59,501 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2683 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:08:59,502 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #96: model=default provider=custom in=116049 out=160 total=116209 latency=2.3s
2026-07-14 12:08:59,519 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=80 last_msg_role=assistant response_len=516 session=20260712_081412_654c5f58
2026-07-14 12:08:59,533 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=18.8s api_calls=2 response=516 chars
2026-07-14 12:08:59,576 INFO gateway.platforms.base: [Telegram] Sending response (516 chars) to -1003707758328
2026-07-14 12:09:15,279 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (128 chars)
2026-07-14 12:09:15,289 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='update agents rule để luôn bàn giao cho tôi các file report tiến độ theo cấu trú' reply_to_id=18 reply_to_text=''
2026-07-14 12:09:15,513 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 12:09:15,589 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=204 msg='[NN Vo] update agents rule để luôn bàn giao cho tôi các file report tiến độ theo...'
2026-07-14 12:09:15,663 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2684 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:09:28,621 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2684 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:09:28,626 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #173: model=default provider=custom in=126627 out=482 total=127109 latency=13.0s
2026-07-14 12:09:28,703 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool patch returned error (0.00s): {"error": "path required"}
2026-07-14 12:09:28,758 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2685 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:09:30,684 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2685 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:09:30,685 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #174: model=default provider=custom in=100847 out=369 total=101216 latency=2.0s
2026-07-14 12:09:30,925 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool patch completed (0.22s, 3783 chars)
2026-07-14 12:09:30,977 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2694 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:09:37,890 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2694 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:09:37,891 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #175: model=default provider=custom in=102424 out=179 total=102603 latency=6.9s cache=16235/102424 (16%)
2026-07-14 12:09:37,917 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool memory completed (0.01s, 212 chars)
2026-07-14 12:09:37,968 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2695 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:09:52,240 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2695 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:09:52,242 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #176: model=default provider=custom in=93173 out=201 total=93374 latency=14.3s
2026-07-14 12:09:52,261 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/60 budget=4/60 tool_turns=79 last_msg_role=assistant response_len=625 session=20260710_094439_1cb443b1
2026-07-14 12:09:52,305 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=37.0s api_calls=4 response=625 chars
2026-07-14 12:09:52,357 INFO gateway.platforms.base: [Telegram] Sending response (625 chars) to -1003707758328
2026-07-14 12:09:57,418 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (172 chars)
2026-07-14 12:09:57,433 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='các file cần theo cấu trúc link https://vmi3427693.tail8c1aaf.ts.net/ ko phải ht' reply_to_id=12 reply_to_text=''
2026-07-14 12:09:57,555 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 12:09:57,623 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=233 msg='[NN Vo] các file cần theo cấu trúc link https://vmi3427693.tail8c1aaf.ts.net/ ko...'
2026-07-14 12:09:57,641 INFO [20260712_081412_654c5f58] agent.turn_context: Preflight compression: ~129,650 tokens >= 128,000 threshold (model default, ctx 256,000)
2026-07-14 12:09:57,642 INFO [20260712_081412_654c5f58] agent.conversation_compression: context compression started: session=20260712_081412_654c5f58 messages=234 tokens=~129,650 model=default focus=None
2026-07-14 12:09:57,700 INFO [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-14 12:10:44,062 INFO [20260712_081412_654c5f58] agent.conversation_compression: context compression done: session=20260712_081412_654c5f58 messages=234->122 rough_tokens=~68,264 awaiting_real_usage=true
2026-07-14 12:10:44,105 INFO [20260712_081412_654c5f58] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260712_081412_654c5f58)
2026-07-14 12:10:44,168 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2696 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:11:01,745 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2696 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:11:01,746 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #97: model=default provider=custom in=59426 out=1032 total=60458 latency=17.6s cache=13824/59426 (23%)
2026-07-14 12:11:05,608 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (3.83s, 217 chars)
2026-07-14 12:11:05,656 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2698 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:11:07,155 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2698 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:11:07,157 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #98: model=default provider=custom in=65181 out=53 total=65234 latency=1.5s cache=16225/65181 (25%)
2026-07-14 12:11:07,174 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=42 last_msg_role=assistant response_len=202 session=20260712_081412_654c5f58
2026-07-14 12:11:07,237 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=69.8s api_calls=2 response=202 chars
2026-07-14 12:11:07,267 INFO gateway.platforms.base: [Telegram] Sending response (202 chars) to -1003707758328
2026-07-14 12:13:28,209 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[564777]
2026-07-14 12:20:22,684 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (15 chars)
2026-07-14 12:20:22,729 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='làm tới đâu rồi' reply_to_id=20 reply_to_text=''
2026-07-14 12:20:23,042 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 12:20:23,154 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=45 msg='[NN Vo] làm tới đâu rồi'
2026-07-14 12:20:23,237 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2699 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:20:33,098 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2699 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:20:33,100 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #18: model=default provider=custom in=57083 out=133 total=57216 latency=9.9s cache=54272/57083 (95%)
2026-07-14 12:20:34,514 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (1.39s, 69 chars)
2026-07-14 12:20:34,549 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2701 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:20:38,039 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2701 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:20:38,041 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #19: model=default provider=custom in=57193 out=158 total=57351 latency=3.5s cache=54784/57193 (96%)
2026-07-14 12:20:39,452 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (1.39s, 4596 chars)
2026-07-14 12:20:39,493 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2703 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:20:43,519 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2703 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:20:43,520 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #20: model=default provider=custom in=58603 out=140 total=58743 latency=4.0s
2026-07-14 12:20:44,928 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (1.38s, 317 chars)
2026-07-14 12:20:44,958 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2705 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:20:57,615 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2705 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:20:57,617 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #21: model=default provider=custom in=58780 out=578 total=59358 latency=12.7s cache=56320/58780 (96%)
2026-07-14 12:20:57,647 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/60 budget=4/60 tool_turns=18 last_msg_role=assistant response_len=1251 session=20260714_114920_9d9d2d3b
2026-07-14 12:20:57,695 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=35.0s api_calls=4 response=1251 chars
2026-07-14 12:20:57,726 INFO gateway.platforms.base: [Telegram] Sending response (1251 chars) to -1003707758328
2026-07-14 12:23:22,317 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Cached user photo at /root/.hermes/cache/images/img_8eb6b1b253d6.jpg
2026-07-14 12:23:23,118 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing photo batch agent:main:telegram:group:-1003707758328:20:photo-burst with 1 image(s)
2026-07-14 12:23:23,133 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='đợi tôi duyệt mà task lại mark done? (1) ko được phép mark done task khi tôi chư' reply_to_id=20 reply_to_text=''
2026-07-14 12:23:23,263 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 12:23:23,334 INFO gateway.run: Image routing: text (mode=text). Pre-analyzing 1 image(s) via vision_analyze.
2026-07-14 12:23:23,334 INFO tools.vision_tools: Analyzing image: /root/.hermes/cache/images/img_8eb6b1b253d6.jpg
2026-07-14 12:23:23,334 INFO tools.vision_tools: User prompt: Describe everything visible in this image in thorough detail. Include any text, code, data, objects,
2026-07-14 12:23:23,341 INFO tools.vision_tools: Image ready (23.7 KB)
2026-07-14 12:23:23,342 INFO tools.vision_tools: Converting image to base64...
2026-07-14 12:23:23,344 INFO tools.vision_tools: Image converted to base64 (31.6 KB)
2026-07-14 12:23:23,344 INFO tools.vision_tools: Processing image with vision model...
2026-07-14 12:23:33,517 INFO tools.vision_tools: Image analysis completed (2450 characters)
2026-07-14 12:23:33,609 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=53 msg="[The user sent an image~ Here's what I can see: The image shows a dark-themed we..."
2026-07-14 12:23:33,667 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2706 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:23:57,642 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2706 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:23:57,643 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #22: model=default provider=custom in=59932 out=1434 total=61366 latency=24.0s cache=56320/59932 (94%)
2026-07-14 12:23:58,279 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool search_files completed (0.60s, 18 chars)
2026-07-14 12:23:59,372 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool search_files completed (0.06s, 1471 chars)
2026-07-14 12:24:02,589 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (2.21s, 9585 chars)
2026-07-14 12:24:02,643 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2712 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:24:13,843 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2712 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:24:13,845 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #23: model=default provider=custom in=63658 out=460 total=64118 latency=11.2s cache=54272/63658 (85%)
2026-07-14 12:24:13,974 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool read_file returned error (0.06s): {"content": "", "total_lines": 0, "file_size": 0, "truncated": false, "is_binary": false, "is_image": false, "error": "File not found: /root/.hermes/kanban/boards/brand-monitoring/workspaces/t_7f5461e
2026-07-14 12:24:15,104 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.12s, 1734 chars)
2026-07-14 12:24:15,143 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2716 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:24:22,362 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2716 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:24:22,364 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #24: model=default provider=custom in=64807 out=234 total=65041 latency=7.2s
2026-07-14 12:24:22,440 INFO agent.tool_executor: tool search_files completed (0.05s, 18 chars)
2026-07-14 12:24:22,465 INFO agent.tool_executor: tool search_files completed (0.08s, 18 chars)
2026-07-14 12:24:22,522 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2722 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:24:27,395 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2722 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:24:27,397 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #25: model=default provider=custom in=65049 out=73 total=65122 latency=4.9s cache=61440/65049 (94%)
2026-07-14 12:24:27,516 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool read_file completed (0.10s, 6511 chars)
2026-07-14 12:24:27,559 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2727 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:24:37,441 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2727 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:24:37,443 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #26: model=default provider=custom in=76572 out=891 total=77463 latency=9.9s cache=56064/76572 (73%)
2026-07-14 12:24:37,499 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.03s, 141 chars)
2026-07-14 12:24:38,622 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool read_file completed (0.10s, 9887 chars)
2026-07-14 12:24:38,672 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2733 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:24:46,323 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2733 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:24:46,325 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #27: model=default provider=custom in=76299 out=1233 total=77532 latency=7.7s
2026-07-14 12:24:46,511 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool write_file completed (0.16s, 343 chars)
2026-07-14 12:24:48,700 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (1.18s, 96 chars)
2026-07-14 12:24:48,741 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2741 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:24:51,540 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2741 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:24:51,541 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #28: model=default provider=custom in=77705 out=669 total=78374 latency=2.8s cache=73267/77705 (94%)
2026-07-14 12:24:51,562 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=7/60 budget=7/60 tool_turns=24 last_msg_role=assistant response_len=798 session=20260714_114920_9d9d2d3b
2026-07-14 12:24:51,586 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=88.5s api_calls=7 response=798 chars
2026-07-14 12:24:51,623 INFO gateway.platforms.base: [Telegram] Sending response (798 chars) to -1003707758328
2026-07-14 12:26:24,278 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (68 chars)
2026-07-14 12:26:24,292 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='plan này còn sơ sài quá, workflow, cấu trúc của brand monitoring đâu' reply_to_id=20 reply_to_text=''
2026-07-14 12:26:24,476 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 12:26:24,560 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=73 msg='[NN Vo] plan này còn sơ sài quá, workflow, cấu trúc của brand monitoring đâu'
2026-07-14 12:26:24,612 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2742 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:26:27,605 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2742 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:26:27,605 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #29: model=default provider=custom in=75750 out=204 total=75954 latency=3.0s cache=61059/75750 (81%)
2026-07-14 12:26:29,012 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (1.38s, 114 chars)
2026-07-14 12:26:30,805 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.79s, 75 chars)
2026-07-14 12:26:30,849 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2745 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:26:35,320 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2745 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:26:35,323 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #30: model=default provider=custom in=76417 out=827 total=77244 latency=4.5s cache=69187/76417 (91%)
2026-07-14 12:26:35,548 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool write_file completed (0.21s, 343 chars)
2026-07-14 12:26:37,340 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.79s, 72 chars)
2026-07-14 12:26:37,421 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2753 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:26:41,322 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2753 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:26:41,323 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #31: model=default provider=custom in=79464 out=154 total=79618 latency=3.9s
2026-07-14 12:26:42,143 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.78s, 68 chars)
2026-07-14 12:26:43,951 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.79s, 5946 chars)
2026-07-14 12:26:44,000 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2756 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:27:04,547 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2756 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:27:04,547 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #32: model=default provider=custom in=78954 out=151 total=79105 latency=20.6s
2026-07-14 12:27:05,345 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.78s, 5949 chars)
2026-07-14 12:27:05,414 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2758 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:27:09,191 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2758 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:27:09,192 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #33: model=default provider=custom in=81034 out=73 total=81107 latency=3.8s cache=76670/81034 (95%)
2026-07-14 12:27:09,997 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.78s, 73 chars)
2026-07-14 12:27:10,048 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2760 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:27:12,070 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2760 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:27:12,070 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #34: model=default provider=custom in=81144 out=71 total=81215 latency=2.0s cache=73252/81144 (90%)
2026-07-14 12:27:12,883 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.79s, 6038 chars)
2026-07-14 12:27:12,965 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2762 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:27:15,305 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2762 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:27:15,306 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #35: model=default provider=custom in=83183 out=92 total=83275 latency=2.4s cache=77328/83183 (93%)
2026-07-14 12:27:16,112 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.79s, 122 chars)
2026-07-14 12:27:16,152 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2764 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:29:29,074 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2764 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:29:29,076 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #36: model=default provider=custom in=105229 out=6734 total=111963 latency=132.9s
2026-07-14 12:29:29,349 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool write_file completed (0.18s, 344 chars)
2026-07-14 12:29:29,399 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2771 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:29:57,426 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2771 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:29:57,429 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #37: model=default provider=custom in=111794 out=359 total=112153 latency=28.1s
2026-07-14 12:29:58,841 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (1.39s, 100 chars)
2026-07-14 12:29:58,893 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2773 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:30:17,336 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2773 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:30:17,337 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #38: model=default provider=custom in=88548 out=71 total=88619 latency=18.5s cache=77343/88548 (87%)
2026-07-14 12:30:18,171 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.79s, 6850 chars)
2026-07-14 12:30:18,235 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2775 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:30:43,345 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2775 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:30:43,346 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #39: model=default provider=custom in=90918 out=628 total=91546 latency=25.1s
2026-07-14 12:30:43,371 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=11/60 budget=11/60 tool_turns=34 last_msg_role=assistant response_len=1920 session=20260714_114920_9d9d2d3b
2026-07-14 12:30:43,401 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=259.1s api_calls=11 response=1920 chars
2026-07-14 12:30:43,461 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:30:43,481 INFO gateway.platforms.base: [Telegram] Sending response (1920 chars) to -1003707758328
2026-07-14 12:30:43,573 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 12:30:43,598 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=98 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 12:30:43,642 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2776 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:31:35,352 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2776 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:31:35,353 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #1: model=default provider=custom in=92688 out=3711 total=96399 latency=51.7s
2026-07-14 12:31:35,421 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool skill_manage returned error (0.03s): {"success": false, "error": "Refusing background curator patch for skill 'research-pipeline': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, 
2026-07-14 12:31:35,458 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2777 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:31:53,021 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2777 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:31:53,022 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #2: model=default provider=custom in=93005 out=29 total=93034 latency=17.6s cache=20204/93005 (22%)
2026-07-14 12:31:53,228 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool skill_view completed (0.20s, 5954 chars)
2026-07-14 12:31:53,269 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2778 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:32:10,625 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2778 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:32:10,626 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #3: model=default provider=custom in=94737 out=219 total=94956 latency=17.4s cache=89567/94737 (95%)
2026-07-14 12:32:10,659 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool skill_manage completed (0.03s, 380 chars)
2026-07-14 12:32:10,690 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2779 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:32:44,525 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2779 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:32:44,526 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #4: model=default provider=custom in=90631 out=300 total=90931 latency=33.9s
2026-07-14 12:32:44,532 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/16 budget=4/16 tool_turns=37 last_msg_role=assistant response_len=1098 session=20260714_114920_9d9d2d3b
2026-07-14 12:32:44,538 INFO [20260714_114920_9d9d2d3b] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:38:54,263 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (710 chars)
2026-07-14 12:38:54,295 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='rất tốt rất chất lượng, 4 góp ý nhỏ: (1) folder brand monitoring đang assume chỉ' reply_to_id=20 reply_to_text=''
2026-07-14 12:38:54,627 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 12:38:54,722 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=98 msg='[NN Vo] rất tốt rất chất lượng, 4 góp ý nhỏ: (1) folder brand monitoring đang as...'
2026-07-14 12:38:54,789 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2780 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:41:14,720 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2780 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:41:14,721 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #40: model=default provider=custom in=87255 out=4291 total=91546 latency=140.0s
2026-07-14 12:41:14,911 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool write_file completed (0.16s, 344 chars)
2026-07-14 12:41:17,304 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (1.38s, 104 chars)
2026-07-14 12:41:17,351 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2788 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:41:33,095 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2788 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:41:33,098 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #41: model=default provider=custom in=91194 out=133 total=91327 latency=15.8s cache=84992/91194 (93%)
2026-07-14 12:41:33,276 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.12s, 660 chars)
2026-07-14 12:41:33,323 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2790 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:41:44,110 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2790 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:41:44,113 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #42: model=default provider=custom in=91552 out=578 total=92130 latency=10.8s cache=89088/91552 (97%)
2026-07-14 12:41:44,141 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=3/60 tool_turns=36 last_msg_role=assistant response_len=1892 session=20260714_114920_9d9d2d3b
2026-07-14 12:41:44,167 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=169.9s api_calls=3 response=1892 chars
2026-07-14 12:41:44,213 INFO gateway.platforms.base: [Telegram] Sending response (1892 chars) to -1003707758328
2026-07-14 12:45:42,767 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (199 chars)
2026-07-14 12:45:42,781 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tốt, chỉ có phần 8.1. Cấu trúc đề xuất đang đề xuất tách fulbright, fuv, fsppm l' reply_to_id=20 reply_to_text=''
2026-07-14 12:45:42,978 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 12:45:43,068 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=105 msg='[NN Vo] tốt, chỉ có phần 8.1. Cấu trúc đề xuất đang đề xuất tách fulbright, fuv,...'
2026-07-14 12:45:43,140 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2791 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:46:00,470 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2791 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:46:00,471 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #43: model=default provider=custom in=92201 out=451 total=92652 latency=17.4s cache=89600/92201 (97%)
2026-07-14 12:46:00,642 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool read_file completed (0.12s, 2844 chars)
2026-07-14 12:46:02,656 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.99s, 7199 chars)
2026-07-14 12:46:02,735 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2797 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:46:22,852 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2797 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:46:22,853 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #44: model=default provider=custom in=95523 out=976 total=96499 latency=20.1s cache=90112/95523 (94%)
2026-07-14 12:46:23,870 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool patch completed (1.00s, 2138 chars)
2026-07-14 12:46:23,926 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2806 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:46:48,641 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2806 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:46:48,643 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #45: model=default provider=custom in=97247 out=1154 total=98401 latency=24.7s cache=93184/97247 (96%)
2026-07-14 12:46:48,744 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool read_file completed (0.07s, 3171 chars)
2026-07-14 12:46:51,152 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (1.38s, 129 chars)
2026-07-14 12:46:51,200 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2812 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:46:59,140 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2812 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:46:59,142 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #46: model=default provider=custom in=98805 out=406 total=99211 latency=8.0s cache=94720/98805 (96%)
2026-07-14 12:46:59,948 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.78s, 1100 chars)
2026-07-14 12:47:01,751 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.79s, 7199 chars)
2026-07-14 12:47:03,554 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.78s, 4338 chars)
2026-07-14 12:47:03,600 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2816 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:47:20,016 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2816 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:47:20,017 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #47: model=default provider=custom in=103094 out=581 total=103675 latency=16.4s cache=96256/103094 (93%)
2026-07-14 12:47:20,039 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=5/60 budget=5/60 tool_turns=40 last_msg_role=assistant response_len=1338 session=20260714_114920_9d9d2d3b
2026-07-14 12:47:20,058 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=97.3s api_calls=5 response=1338 chars
2026-07-14 12:47:20,097 INFO gateway.platforms.base: [Telegram] Sending response (1338 chars) to -1003707758328
2026-07-14 12:47:32,066 INFO gateway.run: kanban dispatcher [brand-monitoring]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-14 12:49:32,286 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[567867]
2026-07-14 12:51:06,728 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (49 chars)
2026-07-14 12:51:06,740 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tức là các task đã được hình thành & assign chưa?' reply_to_id=20 reply_to_text=''
2026-07-14 12:51:06,933 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 12:51:07,042 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=119 msg='[NN Vo] tức là các task đã được hình thành & assign chưa?'
2026-07-14 12:51:07,122 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2817 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:51:22,778 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2817 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:51:22,780 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #48: model=default provider=custom in=103544 out=125 total=103669 latency=15.7s cache=62976/103544 (61%)
2026-07-14 12:51:23,994 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (1.18s, 406 chars)
2026-07-14 12:51:24,038 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2819 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:51:33,221 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2819 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:51:33,222 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #49: model=default provider=custom in=118533 out=460 total=118993 latency=9.2s cache=74496/118533 (63%)
2026-07-14 12:51:34,022 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.78s, 2301 chars)
2026-07-14 12:51:34,076 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2821 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:51:43,591 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2821 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:51:43,592 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #50: model=default provider=custom in=109797 out=795 total=110592 latency=9.5s
2026-07-14 12:51:43,612 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=3/60 tool_turns=42 last_msg_role=assistant response_len=1667 session=20260714_114920_9d9d2d3b
2026-07-14 12:51:43,637 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=36.9s api_calls=3 response=1667 chars
2026-07-14 12:51:43,673 INFO gateway.platforms.base: [Telegram] Sending response (1667 chars) to -1003707758328
2026-07-14 12:54:52,857 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (313 chars)
2026-07-14 12:54:52,871 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='file aarchitecture draft đưa nhầm link http://100.71.157.103:9120/files/root/.he' reply_to_id=20 reply_to_text=''
2026-07-14 12:54:53,040 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 12:54:53,117 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=125 msg='[NN Vo] file aarchitecture draft đưa nhầm link http://100.71.157.103:9120/files/...'
2026-07-14 12:54:53,189 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2822 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:55:09,323 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2822 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:55:09,325 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #51: model=default provider=custom in=110141 out=391 total=110532 latency=16.2s
2026-07-14 12:55:09,490 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.13s, 45 chars)
2026-07-14 12:55:09,539 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2824 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:55:11,745 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2824 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:55:11,746 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #52: model=default provider=custom in=110740 out=356 total=111096 latency=2.2s cache=105839/110740 (96%)
2026-07-14 12:55:11,787 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool terminal returned error (0.02s): {"output": "sed: can't read /root/.hermes/kanban/boards/brand-monitoring/workspaces/t_d5bd6d00/brand-monitoring-architecture-draft.md: No such file or directory", "exit_code": 2, "error": null}
2026-07-14 12:55:11,831 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2826 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:55:13,219 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2826 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:55:13,220 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #53: model=default provider=custom in=111301 out=110 total=111411 latency=1.4s cache=105833/111301 (95%)
2026-07-14 12:55:13,279 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool terminal returned error (0.04s): {"output": "ls: cannot access '/root/.hermes/kanban/boards/brand-monitoring/workspaces/t_d5bd6d00/': No such file or directory", "exit_code": 2, "error": null}
2026-07-14 12:55:13,347 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2828 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:55:35,202 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2828 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:55:35,204 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #54: model=default provider=custom in=111235 out=77 total=111312 latency=21.9s cache=20227/111235 (18%)
2026-07-14 12:55:35,248 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.02s, 195 chars)
2026-07-14 12:55:35,296 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2830 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:55:36,525 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2830 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:55:36,526 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #55: model=default provider=custom in=111428 out=124 total=111552 latency=1.2s cache=105830/111428 (95%)
2026-07-14 12:55:38,738 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (2.19s, 45 chars)
2026-07-14 12:55:38,788 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2832 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:55:40,739 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2832 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:55:40,741 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #56: model=default provider=custom in=111575 out=209 total=111784 latency=2.0s cache=105825/111575 (95%)
2026-07-14 12:55:40,817 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.04s, 213 chars)
2026-07-14 12:55:40,874 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2834 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:55:43,018 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2834 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:55:43,019 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #57: model=default provider=custom in=111896 out=112 total=112008 latency=2.2s cache=105174/111896 (94%)
2026-07-14 12:55:43,082 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.03s, 4475 chars)
2026-07-14 12:55:43,156 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2836 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:55:45,398 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2836 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:55:45,399 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #58: model=default provider=custom in=113162 out=225 total=113387 latency=2.3s cache=105823/113162 (94%)
2026-07-14 12:55:45,449 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.03s, 45 chars)
2026-07-14 12:55:45,503 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2838 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:56:10,693 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2838 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:56:10,693 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #59: model=default provider=custom in=145921 out=277 total=146198 latency=25.2s
2026-07-14 12:56:10,854 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool read_file completed (0.08s, 921 chars)
2026-07-14 12:56:10,879 INFO [20260714_114920_9d9d2d3b] agent.auxiliary_client: Auxiliary auto-detect: using main provider custom (default)
2026-07-14 12:56:10,960 INFO [20260714_114920_9d9d2d3b] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1/ — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 12:56:10,961 INFO [20260714_114920_9d9d2d3b] agent.conversation_compression: context compression started: session=20260714_114920_9d9d2d3b messages=144 tokens=~145,921 model=default focus=None
2026-07-14 12:56:10,986 INFO [20260714_114920_9d9d2d3b] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-14 12:57:04,905 INFO [20260714_114920_9d9d2d3b] agent.conversation_compression: context compression done: session=20260714_114920_9d9d2d3b messages=144->144 rough_tokens=~65,464 awaiting_real_usage=true
2026-07-14 12:57:04,940 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2843 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:57:23,247 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2843 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:57:23,248 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #60: model=default provider=custom in=65132 out=330 total=65462 latency=18.3s
2026-07-14 12:57:23,402 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.09s, 66 chars)
2026-07-14 12:57:23,445 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2845 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:57:55,927 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2845 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:57:55,928 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #61: model=default provider=custom in=65491 out=1778 total=67269 latency=32.5s
2026-07-14 12:57:56,071 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool write_file completed (0.11s, 327 chars)
2026-07-14 12:57:56,110 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2852 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:58:16,348 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2852 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:58:16,348 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #62: model=default provider=custom in=67379 out=146 total=67525 latency=20.3s
2026-07-14 12:58:17,185 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.79s, 62 chars)
2026-07-14 12:58:17,231 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2854 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:58:28,043 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (79 chars)
2026-07-14 12:58:28,333 INFO [20260714_114920_9d9d2d3b] run_agent: OpenAI client aborted (stream_interrupt_abort, shared=False, tcp_force_closed=0, deferred_close=stranger_thread) thread=hermes-gateway_0:135524911138496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:58:28,343 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=interrupted_during_api_call model=default api_calls=13/60 budget=13/60 tool_turns=54 last_msg_role=assistant response_len=66 session=20260714_114920_9d9d2d3b
2026-07-14 12:58:28,597 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=151 msg='[NN Vo] ko được sao bạn lại viết, bạn đâu có chuyên môn của it? lục lại và lấy l...'
2026-07-14 12:58:28,647 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2855 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:58:33,964 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2854 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:58:47,415 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2855 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:58:47,416 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #63: model=default provider=custom in=67600 out=579 total=68179 latency=18.8s cache=60750/67600 (90%)
2026-07-14 12:58:47,957 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool search_files completed (0.52s, 18 chars)
2026-07-14 12:58:47,997 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2859 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:59:09,481 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2859 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:59:09,483 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #64: model=default provider=custom in=64723 out=340 total=65063 latency=21.5s
2026-07-14 12:59:09,618 INFO agent.tool_executor: tool search_files completed (0.11s, 18 chars)
2026-07-14 12:59:09,663 INFO agent.tool_executor: tool search_files completed (0.15s, 449 chars)
2026-07-14 12:59:09,725 INFO agent.tool_executor: tool search_files completed (0.21s, 2455 chars)
2026-07-14 12:59:09,806 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2867 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:59:25,122 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2867 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:59:25,123 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #65: model=default provider=custom in=65988 out=942 total=66930 latency=15.3s cache=62464/65988 (95%)
2026-07-14 12:59:25,306 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.15s, 149 chars)
2026-07-14 12:59:25,351 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2869 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:59:40,768 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2869 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:59:40,769 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #66: model=default provider=custom in=66468 out=210 total=66678 latency=15.4s cache=63488/66468 (96%)
2026-07-14 12:59:40,879 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.08s, 3444 chars)
2026-07-14 12:59:40,919 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2871 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:59:55,176 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2871 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 12:59:55,176 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #67: model=default provider=custom in=67529 out=855 total=68384 latency=14.3s cache=64000/67529 (95%)
2026-07-14 12:59:55,284 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.09s, 407 chars)
2026-07-14 12:59:55,342 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2873 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 13:00:06,913 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2873 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 13:00:06,914 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #68: model=default provider=custom in=67977 out=490 total=68467 latency=11.6s cache=65024/67977 (96%)
2026-07-14 13:00:07,185 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=6/60 budget=6/60 tool_turns=59 last_msg_role=assistant response_len=1549 session=20260714_114920_9d9d2d3b
2026-07-14 13:00:07,286 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=314.4s api_calls=6 response=1549 chars
2026-07-14 13:00:07,474 INFO gateway.platforms.base: [Telegram] Sending response (1549 chars) to -1003707758328
2026-07-14 13:51:49,193 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:1 (50 chars)
2026-07-14 13:51:49,218 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='ko lục được thì yêu cầu làm lại step đó đi, it làm' reply_to_id=None reply_to_text=''
2026-07-14 13:51:49,529 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 13:51:49,675 INFO [20260714_114920_9d9d2d3b] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_0:135524911138496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 13:51:49,773 INFO [20260714_114920_9d9d2d3b] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 13:51:49,803 INFO [20260713_090238_3402e480] agent.turn_context: conversation turn: session=20260713_090238_3402e480 model=default provider=custom platform=telegram history=37 msg='[NN Vo] ko lục được thì yêu cầu làm lại step đó đi, it làm'
2026-07-14 13:51:49,845 INFO [20260713_090238_3402e480] agent.conversation_loop: Repaired 2 message-alternation violations before request (session=20260713_090238_3402e480)
2026-07-14 13:51:49,875 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2874 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 13:52:03,226 INFO gateway.run: Invalidated run generation for agent:main:telegram:group:-1003707758328:1 → 2 (stop_command)
2026-07-14 13:52:03,235 INFO run_agent: OpenAI client closed (cache_evict, shared=True, tcp_force_closed=0) thread=agent-evict-agent:main:telegram:grou:135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 13:52:03,237 INFO gateway.run: STOP for session agent:main:telegram:group:-1003707758328:1 — agent interrupted, session lock released
2026-07-14 13:52:03,297 INFO gateway.platforms.base: [Telegram] Sending command '/stop' response (41 chars) to -1003707758328
2026-07-14 13:52:03,395 INFO [20260713_090238_3402e480] run_agent: OpenAI client aborted (stream_interrupt_abort, shared=False, tcp_force_closed=0, deferred_close=stranger_thread) thread=hermes-gateway_0:135524911138496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 13:52:03,397 INFO [20260713_090238_3402e480] agent.conversation_loop: Turn ended: reason=interrupted_during_api_call model=default api_calls=1/60 budget=1/60 tool_turns=14 last_msg_role=user response_len=66 session=20260713_090238_3402e480
2026-07-14 13:52:03,401 INFO gateway.run: Discarding stale agent result for agent:main:telegram:group:-1003707758328:1 — generation 1 is no longer current
2026-07-14 13:52:09,742 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (50 chars)
2026-07-14 13:52:09,755 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='ko lục được thì yêu cầu làm lại step đó đi, it làm' reply_to_id=20 reply_to_text=''
2026-07-14 13:52:09,961 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 13:52:10,047 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=165 msg='[NN Vo] ko lục được thì yêu cầu làm lại step đó đi, it làm'
2026-07-14 13:52:10,107 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2875 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 13:52:21,718 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2874 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 13:52:37,043 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2875 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 13:52:37,046 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #69: model=default provider=custom in=68485 out=606 total=69091 latency=27.0s
2026-07-14 13:52:38,477 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (1.39s, 5264 chars)
2026-07-14 13:52:40,270 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.78s, 2874 chars)
2026-07-14 13:52:40,339 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2878 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 13:54:05,865 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2878 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 13:54:05,867 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #70: model=default provider=custom in=70668 out=1000 total=71668 latency=85.5s cache=66048/70668 (93%)
2026-07-14 13:54:07,294 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (1.39s, 129 chars)
2026-07-14 13:54:09,105 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.80s, 2874 chars)
2026-07-14 13:54:09,198 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2881 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 13:54:16,692 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2881 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 13:54:16,693 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #71: model=default provider=custom in=72109 out=370 total=72479 latency=7.5s cache=68096/72109 (94%)
2026-07-14 13:54:16,720 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=3/60 tool_turns=61 last_msg_role=assistant response_len=1076 session=20260714_114920_9d9d2d3b
2026-07-14 13:54:16,780 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=127.0s api_calls=3 response=1076 chars
2026-07-14 13:54:16,818 INFO gateway.platforms.base: [Telegram] Sending response (1076 chars) to -1003707758328
2026-07-14 13:54:37,329 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (163 chars)
2026-07-14 13:54:37,342 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='- Lưu research này thành company_kb nhé, và cả 6 mini research các nước nữa  tôi' reply_to_id=12 reply_to_text=''
2026-07-14 13:54:37,515 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 13:54:37,594 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=125 msg='[NN Vo] - Lưu research này thành company_kb nhé, và cả 6 mini research các nước ...'
2026-07-14 13:54:37,632 INFO [20260712_081412_654c5f58] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260712_081412_654c5f58)
2026-07-14 13:54:37,669 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2882 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 13:54:39,959 INFO gateway.run: kanban dispatcher [brand-monitoring]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-14 13:55:09,620 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2882 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 13:55:09,620 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #99: model=default provider=custom in=60257 out=284 total=60541 latency=32.0s
2026-07-14 13:55:09,968 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_view completed (0.33s, 4927 chars)
2026-07-14 13:55:10,012 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2883 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 13:55:10,259 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (66 chars)
2026-07-14 13:55:10,273 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='ok nhưng tuyệt đối ko tự ý mark kanban_complete khi tôi chưa duyệt' reply_to_id=20 reply_to_text=''
2026-07-14 13:55:10,403 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 13:55:10,485 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=173 msg='[NN Vo] ok nhưng tuyệt đối ko tự ý mark kanban_complete khi tôi chưa duyệt'
2026-07-14 13:55:10,539 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2884 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 13:55:17,420 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2883 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 13:55:17,421 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #100: model=default provider=custom in=61696 out=351 total=62047 latency=7.4s cache=57856/61696 (94%)
2026-07-14 13:55:17,568 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.12s, 243 chars)
2026-07-14 13:55:17,612 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2886 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 13:55:20,610 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2884 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 13:55:20,613 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #72: model=default provider=custom in=72505 out=206 total=72711 latency=10.1s cache=70144/72505 (97%)
2026-07-14 13:55:20,670 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool memory completed (0.03s, 198 chars)
2026-07-14 13:55:20,760 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2887 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 13:55:27,843 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2887 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 13:55:27,845 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #73: model=default provider=custom in=72678 out=152 total=72830 latency=7.1s
2026-07-14 13:55:27,878 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=62 last_msg_role=assistant response_len=492 session=20260714_114920_9d9d2d3b
2026-07-14 13:55:27,908 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=17.6s api_calls=2 response=492 chars
2026-07-14 13:55:27,953 INFO gateway.platforms.base: [Telegram] Sending response (492 chars) to -1003707758328
2026-07-14 13:55:27,956 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 13:55:28,044 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 13:55:28,070 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=177 msg='Review the conversation above and consider saving to memory if appropriate.  Foc...'
2026-07-14 13:55:28,125 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2888 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 13:55:32,290 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2886 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 13:55:32,292 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #101: model=default provider=custom in=62138 out=670 total=62808 latency=14.7s
2026-07-14 13:55:32,312 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=3/60 tool_turns=44 last_msg_role=assistant response_len=2241 session=20260712_081412_654c5f58
2026-07-14 13:55:32,341 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=55.0s api_calls=3 response=2241 chars
2026-07-14 13:55:32,374 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 13:55:32,388 INFO gateway.platforms.base: [Telegram] Sending response (2241 chars) to -1003707758328
2026-07-14 13:55:32,467 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 13:55:32,496 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=130 msg='Review the conversation above and update two things:  **Memory**: who the user i...'
2026-07-14 13:55:32,531 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2889 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 13:55:43,258 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2889 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 13:55:43,259 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=69453 out=1637 total=71090 latency=10.7s
2026-07-14 13:55:43,272 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/16 budget=1/16 tool_turns=44 last_msg_role=assistant response_len=6568 session=20260712_081412_654c5f58
2026-07-14 13:55:43,279 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 13:55:44,028 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2888 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 13:55:44,030 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #1: model=default provider=custom in=86339 out=1184 total=87523 latency=15.9s cache=4224/86339 (5%)
2026-07-14 13:55:44,036 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool memory returned error (0.00s): {"success": false, "error": "No entry matched 'Expects progressive updates, concrete evidence, APA citations in research. Gated workflows: block primary task (assign to ceo_manager) instead of extra r
2026-07-14 13:55:44,074 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2890 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 13:56:49,574 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2890 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 13:56:49,576 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #2: model=default provider=custom in=76873 out=289 total=77162 latency=65.5s
2026-07-14 13:56:49,617 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool memory returned error (0.00s): {"success": false, "error": "No entry matched 'Nhi (CEO): Vietnamese, direct, concise. Expects progressive updates, concrete evidence, APA citations in research. Gated workflows: block primary task (a
2026-07-14 13:56:49,657 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2891 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 13:56:52,861 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2891 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 13:56:52,863 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #3: model=default provider=custom in=79408 out=63 total=79471 latency=3.2s
2026-07-14 13:56:52,866 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool memory returned error (0.00s): {"error": "Unknown action 'None'. Use: add, replace, remove", "success": false}

[Tool loop warning: same_tool_failure_warning; count=3; memory has failed 3 times this turn. This looks like a loop. Do
2026-07-14 13:56:52,918 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2892 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 13:56:55,327 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2892 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 13:56:55,328 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #4: model=default provider=custom in=77743 out=290 total=78033 latency=2.4s
2026-07-14 13:56:55,334 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool memory returned error (0.00s): {"success": false, "error": "Replacement would put memory at 1,413/1,375 chars. Shorten the new content, or 'remove' other stale or less important entries to make room (see current_entries below), the
2026-07-14 13:56:55,392 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2893 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 13:57:18,672 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2893 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 13:57:18,673 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #5: model=default provider=custom in=104204 out=347 total=104551 latency=23.3s
2026-07-14 13:57:18,698 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool memory completed (0.02s, 209 chars)
2026-07-14 13:57:18,764 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2894 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 13:57:38,387 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (181 chars)
2026-07-14 13:57:38,403 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='rất tốt đúng ý tôi. Hãy nhớ rằng trung tâm nghiên cứu vẫn là việt nam và việc be' reply_to_id=12 reply_to_text=''
2026-07-14 13:57:38,541 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2894 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 13:57:38,542 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #6: model=default provider=custom in=78873 out=19 total=78892 latency=19.8s
2026-07-14 13:57:38,551 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=6/16 budget=6/16 tool_turns=67 last_msg_role=assistant response_len=72 session=20260714_114920_9d9d2d3b
2026-07-14 13:57:38,559 INFO [20260714_114920_9d9d2d3b] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 13:57:38,571 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 13:57:38,665 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=131 msg='[NN Vo] rất tốt đúng ý tôi. Hãy nhớ rằng trung tâm nghiên cứu vẫn là việt nam và...'
2026-07-14 13:57:38,695 INFO [20260712_081412_654c5f58] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260712_081412_654c5f58)
2026-07-14 13:57:38,730 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2895 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 13:57:59,156 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2895 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 13:57:59,157 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #102: model=default provider=custom in=67740 out=211 total=67951 latency=20.4s
2026-07-14 13:57:59,309 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.13s, 243 chars)
2026-07-14 13:57:59,360 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2897 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 13:58:28,475 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2897 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 13:58:28,477 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #103: model=default provider=custom in=68038 out=916 total=68954 latency=29.1s
2026-07-14 13:58:28,503 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=45 last_msg_role=assistant response_len=3077 session=20260712_081412_654c5f58
2026-07-14 13:58:28,562 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=50.2s api_calls=2 response=3077 chars
2026-07-14 13:58:28,596 INFO gateway.platforms.base: [Telegram] Sending response (3077 chars) to -1003707758328
2026-07-14 13:59:08,675 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (346 chars)
2026-07-14 13:59:08,687 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tôi muốn tạo profile hay personality hay expert (tôi ko biết) có chức năng phê b' reply_to_id=18 reply_to_text=''
2026-07-14 13:59:08,955 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 13:59:09,048 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=212 msg='[NN Vo] tôi muốn tạo profile hay personality hay expert (tôi ko biết) có chức nă...'
2026-07-14 13:59:09,122 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2898 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 13:59:28,548 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2898 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 13:59:28,551 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #177: model=default provider=custom in=103003 out=972 total=103975 latency=19.4s
2026-07-14 13:59:38,355 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool read_file completed (0.11s, 1978 chars)
2026-07-14 13:59:38,405 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2903 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 13:59:49,672 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2903 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 13:59:49,673 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #178: model=default provider=custom in=94219 out=104 total=94323 latency=11.3s
2026-07-14 13:59:49,777 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.08s, 53667 chars)
2026-07-14 13:59:49,844 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2904 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:01:35,722 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2904 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:01:35,723 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #179: model=default provider=custom in=108044 out=2085 total=110129 latency=105.9s cache=91648/108044 (85%)
2026-07-14 14:01:35,750 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=3/60 tool_turns=81 last_msg_role=assistant response_len=3428 session=20260710_094439_1cb443b1
2026-07-14 14:01:35,797 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=147.1s api_calls=3 response=3428 chars
2026-07-14 14:01:35,838 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:01:35,863 INFO gateway.platforms.base: [Telegram] Sending response (3428 chars) to -1003707758328
2026-07-14 14:01:35,935 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 14:01:35,959 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=218 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 14:01:36,008 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2905 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:02:59,377 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2905 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:02:59,380 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1: model=default provider=custom in=110198 out=113 total=110311 latency=83.4s
2026-07-14 14:02:59,522 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.08s, 7159 chars)
2026-07-14 14:02:59,584 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2906 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:03:07,355 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2906 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:03:07,356 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #2: model=default provider=custom in=112318 out=144 total=112462 latency=7.8s
2026-07-14 14:03:07,383 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.02s): {"error": "old_string is required for 'patch'. Provide the text to find.", "success": false}
2026-07-14 14:03:07,434 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2907 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:03:16,289 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2907 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:03:16,290 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #3: model=default provider=custom in=112493 out=481 total=112974 latency=8.9s cache=110080/112493 (98%)
2026-07-14 14:03:16,331 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.04s, 535 chars)
2026-07-14 14:03:16,380 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2908 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:03:33,094 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2908 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:03:33,095 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #4: model=default provider=custom in=113121 out=484 total=113605 latency=16.7s cache=110080/113121 (97%)
2026-07-14 14:03:33,130 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.03s, 533 chars)
2026-07-14 14:03:33,195 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2909 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:03:49,347 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (304 chars)
2026-07-14 14:03:49,361 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='được nhưng hãy aware về context handle của agent, việc ôm đồm cho 1 phase sẽ rối' reply_to_id=12 reply_to_text=''
2026-07-14 14:03:49,494 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 14:03:49,571 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=135 msg='[NN Vo] được nhưng hãy aware về context handle của agent, việc ôm đồm cho 1 phas...'
2026-07-14 14:03:49,589 INFO [20260712_081412_654c5f58] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260712_081412_654c5f58)
2026-07-14 14:03:49,622 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2910 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:03:51,212 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2909 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:03:51,215 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #5: model=default provider=custom in=113790 out=1026 total=114816 latency=18.1s cache=110592/113790 (97%)
2026-07-14 14:03:51,323 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.10s, 533 chars)
2026-07-14 14:03:51,374 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2911 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:03:59,252 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2910 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:03:59,254 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #104: model=default provider=custom in=64231 out=463 total=64694 latency=9.7s cache=59392/64231 (92%)
2026-07-14 14:03:59,277 INFO [20260712_081412_654c5f58] agent.tool_executor: tool memory completed (0.01s, 198 chars)
2026-07-14 14:03:59,308 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2912 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:04:01,719 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2911 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:04:01,722 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #6: model=default provider=custom in=114954 out=439 total=115393 latency=10.4s cache=111616/114954 (97%)
2026-07-14 14:04:01,730 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=6/16 budget=6/16 tool_turns=86 last_msg_role=assistant response_len=1389 session=20260710_094439_1cb443b1
2026-07-14 14:04:01,734 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:04:13,491 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2912 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:04:13,494 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #105: model=default provider=custom in=64410 out=519 total=64929 latency=14.2s cache=61952/64410 (96%)
2026-07-14 14:04:13,519 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=46 last_msg_role=assistant response_len=1819 session=20260712_081412_654c5f58
2026-07-14 14:04:13,537 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=24.2s api_calls=2 response=1819 chars
2026-07-14 14:04:13,574 INFO gateway.platforms.base: [Telegram] Sending response (1819 chars) to -1003707758328
2026-07-14 14:06:16,596 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (80 chars)
2026-07-14 14:06:16,626 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tôi đồng ý, tạo skill research-critism và gắn thêm vào cho grill-qa dùng khi cần' reply_to_id=18 reply_to_text=''
2026-07-14 14:06:16,807 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 14:06:16,909 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=218 msg='[NN Vo] tôi đồng ý, tạo skill research-critism và gắn thêm vào cho grill-qa dùng...'
2026-07-14 14:06:16,933 INFO [20260710_094439_1cb443b1] agent.turn_context: Preflight compression: ~130,103 tokens >= 128,000 threshold (model default, ctx 256,000)
2026-07-14 14:06:16,934 INFO [20260710_094439_1cb443b1] agent.conversation_compression: context compression started: session=20260710_094439_1cb443b1 messages=219 tokens=~130,103 model=default focus=None
2026-07-14 14:06:16,972 INFO [20260710_094439_1cb443b1] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-14 14:07:11,524 INFO [20260710_094439_1cb443b1] agent.conversation_compression: context compression done: session=20260710_094439_1cb443b1 messages=219->110 rough_tokens=~68,177 awaiting_real_usage=true
2026-07-14 14:07:11,581 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2913 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:07:20,242 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2913 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:07:20,244 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #180: model=default provider=custom in=56859 out=323 total=57182 latency=8.7s cache=13824/56859 (24%)
2026-07-14 14:07:20,345 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.07s, 11769 chars)
2026-07-14 14:07:20,384 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2914 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:07:28,812 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2914 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:07:28,813 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #181: model=default provider=custom in=59965 out=318 total=60283 latency=8.4s cache=10240/59965 (17%)
2026-07-14 14:07:28,838 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool todo completed (0.00s, 627 chars)
2026-07-14 14:07:28,876 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2915 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:07:34,787 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2915 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:07:34,788 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #182: model=default provider=custom in=60387 out=132 total=60519 latency=5.9s
2026-07-14 14:07:34,860 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (131 chars)
2026-07-14 14:07:34,891 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tốt, triển khai umbrella tasks và taáks con cùng các bước cần thiết tiếp theo để' reply_to_id=12 reply_to_text=''
2026-07-14 14:07:35,286 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 14:07:35,512 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=139 msg='[NN Vo] tốt, triển khai umbrella tasks và taáks con cùng các bước cần thiết tiếp...'
2026-07-14 14:07:35,537 INFO [20260712_081412_654c5f58] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260712_081412_654c5f58)
2026-07-14 14:07:35,572 INFO agent.tool_executor: tool skill_view completed (0.76s, 7344 chars)
2026-07-14 14:07:35,585 INFO agent.tool_executor: tool search_files completed (0.77s, 3999 chars)
2026-07-14 14:07:35,611 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2918 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:07:35,676 INFO agent.tool_executor: tool skill_view completed (0.87s, 6687 chars)
2026-07-14 14:07:35,767 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2919 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:07:45,068 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2918 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:07:45,069 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #106: model=default provider=custom in=64963 out=339 total=65302 latency=9.5s
2026-07-14 14:07:45,169 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_view completed (0.08s, 7344 chars)
2026-07-14 14:07:46,271 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_view completed (0.09s, 61775 chars)
2026-07-14 14:07:47,448 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.13s, 152 chars)
2026-07-14 14:07:47,490 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2921 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:07:56,507 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2921 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:07:56,508 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #107: model=default provider=custom in=88780 out=582 total=89362 latency=9.0s
2026-07-14 14:07:57,323 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.79s, 4203 chars)
2026-07-14 14:07:57,391 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2923 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:07:59,458 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2919 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:07:59,459 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #183: model=default provider=custom in=76119 out=1974 total=78093 latency=23.7s cache=4224/76119 (6%)
2026-07-14 14:07:59,548 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.03s, 525 chars)
2026-07-14 14:07:59,588 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2924 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:08:01,211 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2923 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:08:01,212 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #108: model=default provider=custom in=90443 out=857 total=91300 latency=3.8s cache=85336/90443 (94%)
2026-07-14 14:08:02,265 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2924 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:08:02,269 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #184: model=default provider=custom in=72939 out=558 total=73497 latency=2.7s cache=16249/72939 (22%)
2026-07-14 14:08:02,511 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.16s, 119 chars)
2026-07-14 14:08:02,576 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2927 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:08:04,572 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2927 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:08:04,572 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #185: model=default provider=custom in=73543 out=394 total=73937 latency=2.0s cache=69056/73543 (94%)
2026-07-14 14:08:04,723 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool patch returned error (0.13s): {"success": false, "error": "Could not find a match for old_string in the file\n\nDid you mean one of these sections?\n 111| - Sau khi hoàn thành việc sửa chữa, worker cập nhật comment báo cáo kết quả
2026-07-14 14:08:04,761 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2929 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:08:05,643 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (4.41s, 257 chars)
2026-07-14 14:08:05,692 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2930 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:08:25,161 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2929 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:08:25,162 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #186: model=default provider=custom in=72730 out=59 total=72789 latency=20.4s
2026-07-14 14:08:25,283 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool read_file completed (0.10s, 1657 chars)
2026-07-14 14:08:25,322 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2935 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:08:25,580 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2930 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:08:25,581 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #109: model=default provider=custom in=90230 out=83 total=90313 latency=19.9s
2026-07-14 14:08:26,391 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.79s, 816 chars)
2026-07-14 14:08:26,437 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2937 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:08:27,406 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2935 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:08:27,407 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #187: model=default provider=custom in=73318 out=331 total=73649 latency=2.1s
2026-07-14 14:08:27,667 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool patch completed (0.23s, 1972 chars)
2026-07-14 14:08:27,772 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2946 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:08:28,408 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2937 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:08:28,409 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #110: model=default provider=custom in=90637 out=104 total=90741 latency=2.0s cache=85334/90637 (94%)
2026-07-14 14:08:28,450 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.02s, 1288 chars)
2026-07-14 14:08:28,490 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2948 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:08:29,825 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2946 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:08:29,827 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #188: model=default provider=custom in=74250 out=199 total=74449 latency=2.1s cache=69064/74250 (93%)
2026-07-14 14:08:30,059 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool patch completed (0.21s, 1316 chars)
2026-07-14 14:08:30,104 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2957 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:08:41,528 INFO gateway.run: kanban dispatcher [nv-office]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-14 14:08:52,792 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2957 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:08:52,795 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #189: model=default provider=custom in=94876 out=361 total=95237 latency=22.7s
2026-07-14 14:08:52,856 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.04s, 140 chars)
2026-07-14 14:08:52,899 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2959 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:09:08,257 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2948 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:09:08,258 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #111: model=default provider=custom in=116451 out=1021 total=117472 latency=39.8s
2026-07-14 14:09:08,280 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=6/60 budget=6/60 tool_turns=51 last_msg_role=assistant response_len=2060 session=20260712_081412_654c5f58
2026-07-14 14:09:08,296 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=93.4s api_calls=6 response=2060 chars
2026-07-14 14:09:08,338 INFO gateway.platforms.base: [Telegram] Sending response (2060 chars) to -1003707758328
2026-07-14 14:09:13,515 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2959 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:09:13,517 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #190: model=default provider=custom in=75169 out=202 total=75371 latency=20.6s
2026-07-14 14:09:16,144 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (2.59s, 1357 chars)
2026-07-14 14:09:16,196 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2961 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:09:32,793 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2961 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:09:32,795 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #191: model=default provider=custom in=75781 out=179 total=75960 latency=16.6s cache=69059/75781 (91%)
2026-07-14 14:09:34,639 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (1.79s, 444 chars)
2026-07-14 14:09:34,680 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2963 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:09:55,422 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2963 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:09:55,423 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #192: model=default provider=custom in=71720 out=170 total=71890 latency=20.8s cache=54784/71720 (76%)
2026-07-14 14:09:55,496 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.04s, 1281 chars)
2026-07-14 14:09:55,543 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2965 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:10:00,890 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2965 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:10:00,898 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #193: model=default provider=custom in=72307 out=165 total=72472 latency=5.4s cache=69632/72307 (96%)
2026-07-14 14:10:00,950 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool todo completed (0.00s, 631 chars)
2026-07-14 14:10:01,012 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2966 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:10:09,437 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2966 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:10:09,439 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #194: model=default provider=custom in=72664 out=341 total=73005 latency=8.5s cache=70144/72664 (97%)
2026-07-14 14:10:09,477 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=15/60 budget=15/60 tool_turns=57 last_msg_role=assistant response_len=1055 session=20260710_094439_1cb443b1
2026-07-14 14:10:09,507 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=232.9s api_calls=15 response=1055 chars
2026-07-14 14:10:09,574 INFO gateway.platforms.base: [Telegram] Sending response (1055 chars) to -1003707758328
2026-07-14 14:11:22,391 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (170 chars)
2026-07-14 14:11:22,407 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='ok tạo task đi riêng 05.01 nhớ gửi tôi link có thể đọc được 05.04 tôi vừa update' reply_to_id=12 reply_to_text=''
2026-07-14 14:11:22,589 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 14:11:22,672 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=153 msg='[NN Vo] ok tạo task đi riêng 05.01 nhớ gửi tôi link có thể đọc được 05.04 tôi vừ...'
2026-07-14 14:11:22,699 INFO [20260712_081412_654c5f58] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260712_081412_654c5f58)
2026-07-14 14:11:22,743 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2967 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:11:32,017 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2967 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:11:32,024 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #112: model=default provider=custom in=86594 out=488 total=87082 latency=9.3s cache=61952/86594 (72%)
2026-07-14 14:11:32,359 WARNING tools.skills_tool: Skill name collision for 'research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-14 14:11:32,363 INFO agent.tool_executor: tool skill_view failed (0.27s): {"success": false, "error": "Ambiguous skill name 'research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.",
2026-07-14 14:11:32,370 WARNING tools.skills_tool: Skill name collision for 'research-critism': 2 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/SKILL.md
2026-07-14 14:11:32,371 INFO agent.tool_executor: tool skill_view failed (0.28s): {"success": false, "error": "Ambiguous skill name 'research-critism': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", 
2026-07-14 14:11:32,373 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.28s): {"success": false, "error": "Ambiguous skill name 'research-critism': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", 
2026-07-14 14:11:32,384 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.27s): {"success": false, "error": "Ambiguous skill name 'research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.",
2026-07-14 14:11:32,451 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2968 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:11:42,422 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2968 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:11:42,424 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #113: model=default provider=custom in=86932 out=163 total=87095 latency=10.0s cache=84480/86932 (97%)
2026-07-14 14:11:42,531 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_view completed (0.08s, 5351 chars)
2026-07-14 14:11:42,590 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2969 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:11:52,363 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2969 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:11:52,364 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #114: model=default provider=custom in=88643 out=478 total=89121 latency=9.8s cache=84480/88643 (95%)
2026-07-14 14:11:53,387 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (1.00s, 90 chars)
2026-07-14 14:11:53,444 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2971 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:12:17,043 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2971 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:12:17,045 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #115: model=default provider=custom in=89171 out=1126 total=90297 latency=23.6s cache=62464/89171 (70%)
2026-07-14 14:12:21,097 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (4.03s, 279 chars)
2026-07-14 14:12:21,177 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2973 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:12:24,864 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2973 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:12:24,866 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #116: model=default provider=custom in=96416 out=632 total=97048 latency=3.7s
2026-07-14 14:12:24,893 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=5/60 budget=5/60 tool_turns=55 last_msg_role=assistant response_len=1147 session=20260712_081412_654c5f58
2026-07-14 14:12:24,947 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=62.5s api_calls=5 response=1147 chars
2026-07-14 14:12:24,977 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:12:25,002 INFO gateway.platforms.base: [Telegram] Sending response (1147 chars) to -1003707758328
2026-07-14 14:12:25,085 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 14:12:25,109 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=163 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 14:12:25,157 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2974 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:12:29,101 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2974 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:12:29,101 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=97203 out=1070 total=98273 latency=4.0s
2026-07-14 14:12:29,238 WARNING tools.skills_tool: Skill name collision for 'research/research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-14 14:12:29,238 INFO agent.tool_executor: tool skill_view failed (0.13s): {"success": false, "error": "Ambiguous skill name 'research/research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorize
2026-07-14 14:12:29,255 INFO agent.tool_executor: tool skill_view completed (0.15s, 5351 chars)
2026-07-14 14:12:29,257 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.13s): {"success": false, "error": "Ambiguous skill name 'research/research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorize
2026-07-14 14:12:29,302 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2975 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:12:30,851 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2975 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:12:30,851 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=98955 out=39 total=98994 latency=1.6s
2026-07-14 14:12:30,856 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.00s): {"success": false, "error": "Skill name must be a relative path within the skills directory.", "hint": "Use a skill name or relative path within the skills directory."}
2026-07-14 14:12:30,896 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2976 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:12:32,115 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2976 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:12:32,116 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #3: model=default provider=custom in=99042 out=10 total=99052 latency=1.2s cache=93454/99042 (94%)
2026-07-14 14:12:32,165 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skills_list completed (0.04s, 19414 chars)
2026-07-14 14:12:32,198 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2977 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:12:41,996 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[569625]
2026-07-14 14:12:42,250 INFO gateway.run: kanban dispatcher [nv-office]: spawned=6 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-14 14:12:47,534 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2977 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:12:47,537 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #4: model=default provider=custom in=132948 out=522 total=133470 latency=15.4s
2026-07-14 14:12:47,589 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.05s): {"success": false, "error": "Refusing background curator patch for skill 'research-pipeline': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, 
2026-07-14 14:12:47,696 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2978 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:12:51,835 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2978 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:12:51,836 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #5: model=default provider=custom in=133277 out=55 total=133332 latency=4.2s
2026-07-14 14:12:51,884 WARNING [20260712_081412_654c5f58] tools.skills_tool: Skill name collision for 'research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-14 14:12:51,885 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.05s): {"success": false, "error": "Ambiguous skill name 'research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.",
2026-07-14 14:12:51,924 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2979 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:13:10,125 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (10 chars)
2026-07-14 14:13:10,137 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='ko, làm đi' reply_to_id=12 reply_to_text=''
2026-07-14 14:13:10,346 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 14:13:10,445 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=164 msg='[NN Vo] ko, làm đi'
2026-07-14 14:13:10,469 INFO [20260712_081412_654c5f58] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260712_081412_654c5f58)
2026-07-14 14:13:10,514 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2980 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:13:13,435 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2979 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:13:13,436 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #6: model=default provider=custom in=99396 out=45 total=99441 latency=21.5s
2026-07-14 14:13:13,487 WARNING [20260712_081412_654c5f58] tools.skills_tool: Skill name collision for 'research/research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-14 14:13:13,488 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.05s): {"success": false, "error": "Ambiguous skill name 'research/research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorize
2026-07-14 14:13:13,544 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2981 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:13:17,617 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2980 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:13:17,619 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #117: model=default provider=custom in=90851 out=208 total=91059 latency=7.1s cache=87040/90851 (96%)
2026-07-14 14:13:17,719 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_view completed (0.07s, 6687 chars)
2026-07-14 14:13:17,792 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2982 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:13:22,185 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2982 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:13:22,187 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #118: model=default provider=custom in=98097 out=396 total=98493 latency=4.4s cache=89393/98097 (91%)
2026-07-14 14:13:23,601 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (1.39s, 136 chars)
2026-07-14 14:13:23,661 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2984 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:13:25,778 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2984 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:13:25,781 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #119: model=default provider=custom in=98230 out=97 total=98327 latency=2.1s cache=85329/98230 (87%)
2026-07-14 14:13:26,610 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.79s, 740 chars)
2026-07-14 14:13:26,672 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2986 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:13:28,518 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2986 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:13:28,519 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #120: model=default provider=custom in=98596 out=204 total=98800 latency=1.9s cache=93453/98596 (95%)
2026-07-14 14:13:28,560 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.02s, 45 chars)
2026-07-14 14:13:28,610 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2988 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:13:28,770 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2981 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:13:28,770 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #7: model=default provider=custom in=99672 out=581 total=100253 latency=15.3s
2026-07-14 14:13:28,808 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.03s): {"success": false, "error": "Refusing background curator patch for skill 'hermes-kanban': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, or s
2026-07-14 14:13:28,864 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2989 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:13:55,047 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2989 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:13:55,049 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #8: model=default provider=custom in=100226 out=53 total=100279 latency=26.2s cache=97280/100226 (97%)
2026-07-14 14:13:55,150 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_view completed (0.10s, 61775 chars)
2026-07-14 14:13:55,195 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2990 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:14:11,443 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2990 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:14:11,444 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #9: model=default provider=custom in=116264 out=990 total=117254 latency=16.3s cache=97792/116264 (84%)
2026-07-14 14:14:11,473 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.03s): {"success": false, "error": "Refusing background curator patch for skill 'research-pipeline': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, 
2026-07-14 14:14:11,524 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2991 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:14:18,318 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2991 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:14:18,318 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #10: model=default provider=custom in=134852 out=399 total=135251 latency=6.8s cache=18432/134852 (14%)
2026-07-14 14:14:18,321 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.00s, 106 chars)
2026-07-14 14:14:18,367 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2992 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:14:37,420 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2992 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:14:37,421 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #11: model=default provider=custom in=123421 out=1288 total=124709 latency=19.1s cache=93568/123421 (76%)
2026-07-14 14:14:37,506 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.08s): {"success": false, "error": "Skill 'software-development/hermes-kanban' not found in active profile 'default'. Use skills_list() to see available skills."}

[Tool loop warning: same_tool_failure_warni
2026-07-14 14:14:37,561 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2993 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:14:55,096 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2993 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:14:55,097 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #12: model=default provider=custom in=124876 out=321 total=125197 latency=17.6s cache=117981/124876 (94%)
2026-07-14 14:14:55,191 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_view completed (0.09s, 61775 chars)
2026-07-14 14:14:55,240 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-2994 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:14:56,740 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2988 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:14:56,741 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #121: model=default provider=custom in=93684 out=1354 total=95038 latency=88.1s cache=86528/93684 (92%)
2026-07-14 14:14:56,924 INFO [20260712_081412_654c5f58] agent.tool_executor: tool write_file completed (0.14s, 317 chars)
2026-07-14 14:14:56,968 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3001 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:15:05,180 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3001 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:15:05,180 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #122: model=default provider=custom in=95143 out=216 total=95359 latency=8.2s cache=91648/95143 (96%)
2026-07-14 14:15:05,976 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.78s, 72 chars)
2026-07-14 14:15:06,063 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3003 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:15:13,046 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-2994 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:15:13,050 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #13: model=default provider=custom in=141500 out=583 total=142083 latency=17.8s cache=122142/141500 (86%)
2026-07-14 14:15:13,119 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_manage completed (0.06s, 531 chars)
2026-07-14 14:15:13,183 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3004 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:15:13,387 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3003 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:15:13,389 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #123: model=default provider=custom in=95398 out=82 total=95480 latency=7.4s cache=92672/95398 (97%)
2026-07-14 14:15:15,821 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (2.40s, 91 chars)
2026-07-14 14:15:15,881 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3006 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:15:20,013 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3006 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:15:20,015 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #124: model=default provider=custom in=95524 out=85 total=95609 latency=4.2s cache=93184/95524 (98%)
2026-07-14 14:15:20,835 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.79s, 1515 chars)
2026-07-14 14:15:20,886 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3008 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:15:24,885 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3004 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:15:24,886 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #14: model=default provider=custom in=136023 out=337 total=136360 latency=11.7s cache=114176/136023 (84%)
2026-07-14 14:15:24,891 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=14/16 budget=14/16 tool_turns=68 last_msg_role=assistant response_len=1206 session=20260712_081412_654c5f58
2026-07-14 14:15:24,899 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:15:27,607 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3008 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:15:27,608 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #125: model=default provider=custom in=96138 out=216 total=96354 latency=6.7s cache=88576/96138 (92%)
2026-07-14 14:15:27,624 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=9/60 budget=9/60 tool_turns=63 last_msg_role=assistant response_len=633 session=20260712_081412_654c5f58
2026-07-14 14:15:27,651 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=137.5s api_calls=9 response=633 chars
2026-07-14 14:15:27,683 INFO gateway.platforms.base: [Telegram] Sending response (633 chars) to -1003707758328
2026-07-14 14:15:42,650 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[570050]
2026-07-14 14:17:42,898 INFO gateway.run: kanban dispatcher: reaped 3 zombie worker(s), pids=[570051, 570052, 570053]
2026-07-14 14:17:42,976 INFO gateway.run: kanban dispatcher [nv-office]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=1 auto_blocked=0
2026-07-14 14:19:43,159 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[572771]
2026-07-14 14:20:43,291 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[570048]
2026-07-14 14:20:57,461 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (344 chars)
2026-07-14 14:20:57,486 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tôi đồng ý hướng trên, nhưng bên cạnh việc bạn scrap web, web search (tôi ko rõ ' reply_to_id=12 reply_to_text=''
2026-07-14 14:20:57,755 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 14:20:57,838 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=182 msg='[NN Vo] tôi đồng ý hướng trên, nhưng bên cạnh việc bạn scrap web, web search (tô...'
2026-07-14 14:20:57,876 INFO [20260712_081412_654c5f58] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260712_081412_654c5f58)
2026-07-14 14:20:57,923 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3009 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:21:07,117 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3009 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:21:07,119 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #126: model=default provider=custom in=113146 out=247 total=113393 latency=9.2s cache=7552/113146 (7%)
2026-07-14 14:21:07,253 INFO agent.tool_executor: tool read_file completed (0.11s, 1635 chars)
2026-07-14 14:21:07,339 INFO agent.tool_executor: tool search_files completed (0.19s, 18 chars)
2026-07-14 14:21:07,344 INFO agent.tool_executor: tool search_files completed (0.19s, 18 chars)
2026-07-14 14:21:07,419 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3020 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:21:11,475 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3020 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:21:11,476 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #127: model=default provider=custom in=114076 out=164 total=114240 latency=4.1s cache=111104/114076 (97%)
2026-07-14 14:21:11,602 INFO agent.tool_executor: tool search_files completed (0.10s, 18 chars)
2026-07-14 14:21:12,143 INFO agent.tool_executor: tool search_files completed (0.64s, 18 chars)
2026-07-14 14:21:12,209 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3027 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:21:15,923 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3027 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:21:15,926 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #128: model=default provider=custom in=114317 out=219 total=114536 latency=3.7s cache=112128/114317 (98%)
2026-07-14 14:21:16,169 INFO agent.tool_executor: tool search_files completed (0.22s, 18 chars)
2026-07-14 14:21:16,171 INFO agent.tool_executor: tool search_files completed (0.22s, 18 chars)
2026-07-14 14:21:16,220 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3034 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:21:19,034 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3034 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:21:19,035 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #129: model=default provider=custom in=114568 out=123 total=114691 latency=2.8s cache=112256/114568 (98%)
2026-07-14 14:21:19,265 INFO [20260712_081412_654c5f58] agent.tool_executor: tool search_files completed (0.21s, 18 chars)
2026-07-14 14:21:19,324 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3038 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:21:23,422 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3038 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:21:23,424 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #130: model=default provider=custom in=114709 out=194 total=114903 latency=4.1s cache=112640/114709 (98%)
2026-07-14 14:21:23,525 INFO agent.tool_executor: tool search_files completed (0.08s, 18 chars)
2026-07-14 14:21:23,543 INFO agent.tool_executor: tool read_file completed (0.10s, 614 chars)
2026-07-14 14:21:23,589 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3046 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:21:27,126 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3046 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:21:27,128 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #131: model=default provider=custom in=115195 out=209 total=115404 latency=3.6s cache=112640/115195 (98%)
2026-07-14 14:21:27,234 INFO agent.tool_executor: tool search_files completed (0.09s, 18 chars)
2026-07-14 14:21:27,301 INFO agent.tool_executor: tool search_files completed (0.15s, 18 chars)
2026-07-14 14:21:27,361 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3053 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:21:30,075 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3053 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:21:30,076 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #132: model=default provider=custom in=115436 out=117 total=115553 latency=2.7s cache=113280/115436 (98%)
2026-07-14 14:21:31,029 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (39 chars)
2026-07-14 14:21:31,042 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='update tiến độ, khó khăn nào về tech ko' reply_to_id=20 reply_to_text=''
2026-07-14 14:21:31,207 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 14:21:31,222 INFO [20260712_081412_654c5f58] agent.tool_executor: tool execute_code completed (1.11s, 155 chars)
2026-07-14 14:21:31,322 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=177 msg='[NN Vo] update tiến độ, khó khăn nào về tech ko'
2026-07-14 14:21:31,325 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3058 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:21:31,475 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3059 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:21:34,453 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3058 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:21:34,455 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #133: model=default provider=custom in=115617 out=98 total=115715 latency=3.2s cache=113536/115617 (98%)
2026-07-14 14:21:34,610 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.13s, 16528 chars)
2026-07-14 14:21:34,703 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3064 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:21:36,802 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3059 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:21:36,802 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #74: model=default provider=custom in=76170 out=662 total=76832 latency=5.4s
2026-07-14 14:21:36,821 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=62 last_msg_role=assistant response_len=2251 session=20260714_114920_9d9d2d3b
2026-07-14 14:21:36,840 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=5.8s api_calls=1 response=2251 chars
2026-07-14 14:21:36,866 INFO gateway.platforms.base: [Telegram] Sending response (2251 chars) to -1003707758328
2026-07-14 14:21:37,009 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3064 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:21:37,010 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #134: model=default provider=custom in=110002 out=284 total=110286 latency=2.3s cache=20302/110002 (18%)
2026-07-14 14:21:37,025 INFO [20260712_081412_654c5f58] agent.tool_executor: tool todo completed (0.00s, 338 chars)
2026-07-14 14:21:37,076 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3065 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:21:38,883 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3065 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:21:38,885 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #135: model=default provider=custom in=110402 out=213 total=110615 latency=1.8s cache=105565/110402 (96%)
2026-07-14 14:21:39,024 INFO [20260712_081412_654c5f58] agent.tool_executor: tool write_file completed (0.12s, 215 chars)
2026-07-14 14:21:39,071 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3072 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:21:40,780 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3072 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:21:40,781 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #136: model=default provider=custom in=110699 out=258 total=110957 latency=1.7s cache=105557/110699 (95%)
2026-07-14 14:21:40,793 INFO [20260712_081412_654c5f58] agent.tool_executor: tool todo completed (0.00s, 340 chars)
2026-07-14 14:21:40,844 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3073 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:22:03,837 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3073 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:22:03,838 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #137: model=default provider=custom in=108031 out=24 total=108055 latency=23.0s
2026-07-14 14:22:04,010 INFO [20260712_081412_654c5f58] agent.tool_executor: tool write_file completed (0.16s, 215 chars)
2026-07-14 14:22:04,065 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3080 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:22:05,624 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3080 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:22:05,624 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #138: model=default provider=custom in=108139 out=69 total=108208 latency=1.6s cache=101502/108139 (94%)
2026-07-14 14:22:05,641 INFO [20260712_081412_654c5f58] agent.tool_executor: tool todo completed (0.00s, 342 chars)
2026-07-14 14:22:05,691 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3081 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:22:07,303 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3081 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:22:07,304 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #139: model=default provider=custom in=108324 out=24 total=108348 latency=1.6s cache=101498/108324 (94%)
2026-07-14 14:22:07,471 INFO [20260712_081412_654c5f58] agent.tool_executor: tool write_file completed (0.15s, 215 chars)
2026-07-14 14:22:07,532 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3088 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:22:09,828 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3088 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:22:09,829 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #140: model=default provider=custom in=108432 out=41 total=108473 latency=2.3s cache=101494/108432 (94%)
2026-07-14 14:22:09,850 INFO [20260712_081412_654c5f58] agent.tool_executor: tool todo completed (0.00s, 340 chars)
2026-07-14 14:22:09,900 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3089 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:22:11,485 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3089 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:22:11,486 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #141: model=default provider=custom in=108587 out=72 total=108659 latency=1.6s cache=101489/108587 (93%)
2026-07-14 14:22:11,546 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.04s, 45 chars)
2026-07-14 14:22:11,602 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3091 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:22:40,851 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (131 chars)
2026-07-14 14:22:40,876 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='ok có cần claude cli tham gia để gỡ các khó khăn kỹ thuật, tìm hướng tiếp cận kh' reply_to_id=20 reply_to_text=''
2026-07-14 14:22:41,047 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 14:22:41,134 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=179 msg='[NN Vo] ok có cần claude cli tham gia để gỡ các khó khăn kỹ thuật, tìm hướng tiế...'
2026-07-14 14:22:41,206 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3092 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:23:29,592 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3092 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:23:29,594 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #75: model=default provider=custom in=77038 out=375 total=77413 latency=48.4s
2026-07-14 14:23:31,012 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (1.38s, 496 chars)
2026-07-14 14:23:31,059 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3094 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:23:32,550 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3094 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:23:32,551 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #76: model=default provider=custom in=77272 out=71 total=77343 latency=1.5s
2026-07-14 14:23:33,353 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.78s, 2663 chars)
2026-07-14 14:23:33,401 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3096 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:23:33,477 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3091 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:23:33,484 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #142: model=default provider=custom in=108682 out=232 total=108914 latency=81.9s cache=101484/108682 (93%)
2026-07-14 14:23:33,506 INFO [20260712_081412_654c5f58] agent.tool_executor: tool todo completed (0.00s, 679 chars)
2026-07-14 14:23:33,555 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3097 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:23:52,590 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3096 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:23:52,591 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #77: model=default provider=custom in=78342 out=106 total=78448 latency=19.2s cache=16199/78342 (21%)
2026-07-14 14:23:52,735 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool read_file completed (0.12s, 4809 chars)
2026-07-14 14:23:52,785 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3102 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:23:57,371 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3097 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:23:57,373 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #143: model=default provider=custom in=109167 out=553 total=109720 latency=23.8s
2026-07-14 14:23:57,465 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_1:135523347699392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:23:57,553 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 14:23:57,587 INFO [20260712_081412_654c5f58] tools.async_delegation: Dispatched async delegation batch deleg_fd074e05 (1 task(s), session_key=agent:main:telegram:group:-1003707758328:12)
2026-07-14 14:23:57,588 INFO [20260712_081412_654c5f58] agent.tool_executor: tool delegate_task completed (0.19s, 381 chars)
2026-07-14 14:23:57,635 INFO [20260714_142357_860bbc] agent.turn_context: conversation turn: session=20260714_142357_860bbc model=default provider=custom platform=subagent history=0 msg='RD.BENCH.05.02: Rút trích benchmark matrix từ 5 nước và master_tourism.md'
2026-07-14 14:23:57,672 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3104 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:23:58,127 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3105 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:24:10,596 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3102 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:24:10,597 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #78: model=default provider=custom in=80162 out=54 total=80216 latency=17.8s cache=72912/80162 (91%)
2026-07-14 14:24:10,690 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool read_file completed (0.08s, 4768 chars)
2026-07-14 14:24:10,737 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3110 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:24:15,895 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3104 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:24:15,896 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #144: model=default provider=custom in=109842 out=150 total=109992 latency=18.3s cache=105542/109842 (96%)
2026-07-14 14:24:15,917 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=19/60 budget=18/60 tool_turns=81 last_msg_role=assistant response_len=480 session=20260712_081412_654c5f58
2026-07-14 14:24:15,974 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=198.5s api_calls=19 response=480 chars
2026-07-14 14:24:15,978 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:24:16,012 INFO gateway.platforms.base: [Telegram] Sending response (480 chars) to -1003707758328
2026-07-14 14:24:16,077 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 14:24:16,103 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=225 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 14:24:16,164 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3111 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:24:17,579 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3105 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:24:17,580 INFO [20260714_142357_860bbc] agent.conversation_loop: API call #1: model=default provider=custom in=15130 out=301 total=15431 latency=19.5s cache=3200/15130 (21%)
2026-07-14 14:24:17,596 INFO [20260714_142357_860bbc] agent.tool_executor: tool todo completed (0.00s, 634 chars)
2026-07-14 14:24:17,624 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3112 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:24:18,464 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3110 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:24:18,471 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #79: model=default provider=custom in=92411 out=99 total=92510 latency=7.8s cache=11136/92411 (12%)
2026-07-14 14:24:18,601 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool read_file completed (0.10s, 4429 chars)
2026-07-14 14:24:18,653 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3117 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:24:21,159 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3112 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:24:21,160 INFO [20260714_142357_860bbc] agent.conversation_loop: API call #2: model=default provider=custom in=15508 out=353 total=15861 latency=3.6s cache=13056/15508 (84%)
2026-07-14 14:24:21,293 INFO agent.tool_executor: tool search_files completed (0.10s, 18 chars)
2026-07-14 14:24:21,337 INFO agent.tool_executor: tool search_files completed (0.16s, 112 chars)
2026-07-14 14:24:21,343 INFO agent.tool_executor: tool search_files completed (0.16s, 103 chars)
2026-07-14 14:24:21,352 INFO agent.tool_executor: tool search_files completed (0.17s, 615 chars)
2026-07-14 14:24:21,396 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3127 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:24:21,749 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3117 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:24:21,750 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #80: model=default provider=custom in=94203 out=99 total=94302 latency=3.1s cache=90496/94203 (96%)
2026-07-14 14:24:21,917 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool read_file completed (0.13s, 4455 chars)
2026-07-14 14:24:21,972 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3132 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:24:24,233 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (57 chars)
2026-07-14 14:24:24,243 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='sửa template topic.md đi, bước 1&3 tôi đang làm với r&d r' reply_to_id=18 reply_to_text=''
2026-07-14 14:24:24,420 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 14:24:24,509 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=141 msg='[NN Vo] sửa template topic.md đi, bước 1&3 tôi đang làm với r&d r'
2026-07-14 14:24:24,566 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3133 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:24:25,687 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3127 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:24:25,688 INFO [20260714_142357_860bbc] agent.conversation_loop: API call #3: model=default provider=custom in=16125 out=498 total=16623 latency=4.3s cache=13440/16125 (83%)
2026-07-14 14:24:25,884 INFO agent.tool_executor: tool read_file completed (0.17s, 7499 chars)
2026-07-14 14:24:25,899 INFO agent.tool_executor: tool read_file completed (0.19s, 5788 chars)
2026-07-14 14:24:25,931 INFO agent.tool_executor: tool read_file completed (0.21s, 7685 chars)
2026-07-14 14:24:25,935 INFO agent.tool_executor: tool read_file completed (0.22s, 5882 chars)
2026-07-14 14:24:25,948 INFO agent.tool_executor: tool read_file completed (0.22s, 8905 chars)
2026-07-14 14:24:25,962 INFO agent.tool_executor: tool read_file completed (0.23s, 7053 chars)
2026-07-14 14:24:25,989 INFO agent.tool_executor: tool read_file completed (0.24s, 97256 chars)
2026-07-14 14:24:26,156 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3162 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:24:29,848 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3132 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:24:29,849 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #81: model=default provider=custom in=95615 out=582 total=96197 latency=7.9s cache=92288/95615 (97%)
2026-07-14 14:24:30,346 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3133 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:24:30,349 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #195: model=default provider=custom in=84927 out=401 total=85328 latency=5.8s cache=74112/84927 (87%)
2026-07-14 14:24:30,578 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool patch completed (0.21s, 841 chars)
2026-07-14 14:24:30,622 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3172 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:24:31,498 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3111 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:24:31,499 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=125291 out=1230 total=126521 latency=15.4s cache=98304/125291 (78%)
2026-07-14 14:24:32,013 WARNING tools.skills_tool: Skill name collision for 'research/research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-14 14:24:32,014 INFO agent.tool_executor: tool skill_view failed (0.50s): {"success": false, "error": "Ambiguous skill name 'research/research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorize
2026-07-14 14:24:32,063 INFO agent.tool_executor: tool skill_view completed (0.55s, 5351 chars)
2026-07-14 14:24:32,071 INFO agent.tool_executor: tool skill_view completed (0.55s, 6980 chars)
2026-07-14 14:24:32,077 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.50s): {"success": false, "error": "Ambiguous skill name 'research/research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorize
2026-07-14 14:24:32,129 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3173 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:24:32,219 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3162 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:24:32,230 INFO [20260714_142357_860bbc] agent.conversation_loop: API call #4: model=default provider=custom in=64331 out=493 total=64824 latency=6.1s cache=14080/64331 (22%)
2026-07-14 14:24:32,312 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (2.43s, 236 chars)
2026-07-14 14:24:32,376 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3176 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:24:32,468 INFO [20260714_142357_860bbc] agent.tool_executor: tool search_files completed (0.21s, 10930 chars)
2026-07-14 14:24:32,501 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3177 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:24:34,577 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3172 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:24:34,578 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #196: model=default provider=custom in=85539 out=224 total=85763 latency=4.0s cache=82816/85539 (97%)
2026-07-14 14:24:34,637 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool patch returned error (0.04s): {"success": false, "error": "Found 6 matches for old_string. Provide more context to make it unique, or use replace_all=True."}
2026-07-14 14:24:34,673 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3179 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:24:36,374 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3177 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:24:36,377 INFO [20260714_142357_860bbc] agent.conversation_loop: API call #5: model=default provider=custom in=68103 out=138 total=68241 latency=3.9s cache=62208/68103 (91%)
2026-07-14 14:24:36,445 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3176 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:24:36,445 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #82: model=default provider=custom in=96289 out=251 total=96540 latency=4.1s cache=94080/96289 (98%)
2026-07-14 14:24:36,554 INFO [20260714_142357_860bbc] agent.tool_executor: tool read_file completed (0.14s, 100129 chars)
2026-07-14 14:24:36,599 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool terminal returned error (0.12s): {"output": "Traceback (most recent call last):\n  File \"<stdin>\", line 6, in <module>\nAttributeError: 'sqlite3.Connection' object has no attribute 'rowcount'", "exit_code": 1, "error": null}
2026-07-14 14:24:36,686 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3185 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:24:36,693 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3186 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:24:37,453 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3179 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:24:37,454 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #197: model=default provider=custom in=85753 out=63 total=85816 latency=2.8s cache=83456/85753 (97%)
2026-07-14 14:24:37,555 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.07s, 6980 chars)
2026-07-14 14:24:37,592 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3187 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:24:40,189 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3186 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:24:40,191 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #83: model=default provider=custom in=96612 out=244 total=96856 latency=3.5s cache=94464/96612 (98%)
2026-07-14 14:24:40,293 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.08s, 61 chars)
2026-07-14 14:24:40,354 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3189 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:24:42,897 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3185 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:24:42,899 INFO [20260714_142357_860bbc] agent.conversation_loop: API call #6: model=default provider=custom in=99601 out=354 total=99955 latency=6.2s cache=66048/99601 (66%)
2026-07-14 14:24:42,918 INFO [20260714_142357_860bbc] agent.tool_executor: tool todo completed (0.00s, 640 chars)
2026-07-14 14:24:42,954 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3190 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:24:43,138 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3187 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:24:43,139 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #198: model=default provider=custom in=88458 out=386 total=88844 latency=5.6s cache=83712/88458 (95%)
2026-07-14 14:24:43,366 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool patch completed (0.20s, 590 chars)
2026-07-14 14:24:43,405 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3199 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:24:43,564 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3189 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:24:43,566 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #84: model=default provider=custom in=96889 out=223 total=97112 latency=3.2s cache=94848/96889 (98%)
2026-07-14 14:24:43,669 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.08s, 77 chars)
2026-07-14 14:24:43,716 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3201 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:24:45,622 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3199 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:24:45,623 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #199: model=default provider=custom in=81238 out=293 total=81531 latency=2.2s
2026-07-14 14:24:45,650 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=5/60 budget=5/60 tool_turns=61 last_msg_role=assistant response_len=317 session=20260710_094439_1cb443b1
2026-07-14 14:24:45,701 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=21.5s api_calls=5 response=317 chars
2026-07-14 14:24:45,714 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:24:45,748 INFO gateway.platforms.base: [Telegram] Sending response (317 chars) to -1003707758328
2026-07-14 14:24:45,797 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 14:24:45,822 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=151 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 14:24:45,869 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3202 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:24:46,550 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3201 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:24:46,551 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #85: model=default provider=custom in=88010 out=400 total=88410 latency=2.9s
2026-07-14 14:24:46,583 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=11/60 budget=11/60 tool_turns=72 last_msg_role=assistant response_len=664 session=20260714_114920_9d9d2d3b
2026-07-14 14:24:46,620 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=125.7s api_calls=11 response=664 chars
2026-07-14 14:24:46,681 INFO gateway.platforms.base: [Telegram] Sending response (664 chars) to -1003707758328
2026-07-14 14:24:46,685 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:24:46,782 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 14:24:46,800 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=201 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 14:24:46,837 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3203 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:24:48,519 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3202 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:24:48,520 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1: model=default provider=custom in=81728 out=311 total=82039 latency=2.7s
2026-07-14 14:24:48,526 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/16 budget=1/16 tool_turns=61 last_msg_role=assistant response_len=1132 session=20260710_094439_1cb443b1
2026-07-14 14:24:48,530 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:25:21,837 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3173 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:25:21,842 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=130224 out=4907 total=135131 latency=49.7s cache=123264/130224 (95%)
2026-07-14 14:25:21,884 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.03s): {"success": false, "error": "Refusing background curator patch for skill 'research-and-innovation': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKIL
2026-07-14 14:25:21,961 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3204 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:25:25,768 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3204 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:25:25,770 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #3: model=default provider=custom in=116337 out=22 total=116359 latency=3.8s
2026-07-14 14:25:25,870 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_view completed (0.10s, 6982 chars)
2026-07-14 14:25:25,946 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3205 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:25:28,638 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3205 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:25:28,638 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #4: model=default provider=custom in=118426 out=1198 total=119624 latency=2.7s cache=113695/118426 (96%)
2026-07-14 14:25:28,678 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_manage completed (0.03s, 541 chars)
2026-07-14 14:25:28,730 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3206 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:25:30,111 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3206 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:25:30,112 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #5: model=default provider=custom in=119801 out=21 total=119822 latency=1.4s cache=113701/119801 (95%)
2026-07-14 14:25:30,200 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_view completed (0.08s, 5351 chars)
2026-07-14 14:25:30,251 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3207 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:25:32,026 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3207 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:25:32,027 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #6: model=default provider=custom in=121389 out=551 total=121940 latency=1.8s cache=113708/121389 (94%)
2026-07-14 14:25:32,073 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_manage completed (0.04s, 536 chars)
2026-07-14 14:25:32,128 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3208 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:25:34,101 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3208 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:25:34,101 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #7: model=default provider=custom in=122096 out=317 total=122413 latency=2.0s cache=117770/122096 (96%)
2026-07-14 14:25:34,106 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=7/16 budget=7/16 tool_turns=87 last_msg_role=assistant response_len=1047 session=20260712_081412_654c5f58
2026-07-14 14:25:34,109 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:25:39,228 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3203 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:25:39,233 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #1: model=default provider=custom in=87473 out=2279 total=89752 latency=52.4s
2026-07-14 14:25:39,260 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool skill_manage returned error (0.02s): {"success": false, "error": "Refusing background curator patch for skill 'research-pipeline': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, 
2026-07-14 14:25:40,264 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool skill_manage returned error (0.00s): {"success": false, "error": "SKILL.md must start with YAML frontmatter (---). See existing skills for format."}
2026-07-14 14:25:40,325 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3209 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:25:41,704 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3190 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:25:41,704 INFO [20260714_142357_860bbc] agent.conversation_loop: API call #7: model=default provider=custom in=99998 out=5603 total=105601 latency=58.8s cache=97536/99998 (98%)
2026-07-14 14:25:41,974 INFO [20260714_142357_860bbc] agent.tool_executor: tool write_file completed (0.16s, 322 chars)
2026-07-14 14:25:42,009 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3216 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:26:00,077 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3216 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:26:00,077 INFO [20260714_142357_860bbc] agent.conversation_loop: API call #8: model=default provider=custom in=87398 out=243 total=87641 latency=18.1s
2026-07-14 14:26:00,346 INFO [20260714_142357_860bbc] agent.tool_executor: tool skill_view completed (0.19s, 63169 chars)
2026-07-14 14:26:00,408 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3217 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:26:01,852 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3217 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:26:01,853 INFO [20260714_142357_860bbc] agent.conversation_loop: API call #9: model=default provider=custom in=104299 out=50 total=104349 latency=1.5s
2026-07-14 14:26:02,664 INFO [20260714_142357_860bbc] agent.tool_executor: tool terminal completed (0.78s, 467 chars)
2026-07-14 14:26:02,715 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3219 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:26:06,563 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3219 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:26:06,564 INFO [20260714_142357_860bbc] agent.conversation_loop: API call #10: model=default provider=custom in=104462 out=74 total=104536 latency=3.9s
2026-07-14 14:26:07,970 INFO [20260714_142357_860bbc] agent.tool_executor: tool terminal completed (1.38s, 2068 chars)
2026-07-14 14:26:08,013 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3221 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:26:13,562 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3209 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:26:13,563 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #2: model=default provider=custom in=88953 out=923 total=89876 latency=33.3s
2026-07-14 14:26:13,569 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3221 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:26:13,569 INFO [20260714_142357_860bbc] agent.conversation_loop: API call #11: model=default provider=custom in=105360 out=303 total=105663 latency=5.6s
2026-07-14 14:26:13,641 WARNING [20260714_114920_9d9d2d3b] tools.skills_tool: Skill name collision for 'research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-14 14:26:13,642 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool skill_view returned error (0.08s): {"success": false, "error": "Ambiguous skill name 'research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.",
2026-07-14 14:26:14,391 INFO [20260714_142357_860bbc] agent.tool_executor: tool terminal completed (0.80s, 72 chars)
2026-07-14 14:26:14,448 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3223 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:26:14,702 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool skill_manage completed (0.06s, 492 chars)
2026-07-14 14:26:14,744 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3224 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:26:15,530 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3223 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:26:15,532 INFO [20260714_142357_860bbc] agent.conversation_loop: API call #12: model=default provider=custom in=105696 out=97 total=105793 latency=1.1s cache=98037/105696 (93%)
2026-07-14 14:26:16,335 INFO [20260714_142357_860bbc] agent.tool_executor: tool terminal completed (0.78s, 4423 chars)
2026-07-14 14:26:16,454 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3226 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:26:16,833 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3224 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:26:16,835 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #3: model=default provider=custom in=90154 out=50 total=90204 latency=2.1s cache=85097/90154 (94%)
2026-07-14 14:26:16,883 WARNING [20260714_114920_9d9d2d3b] tools.skills_tool: Skill name collision for 'research/research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-14 14:26:16,884 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool skill_view returned error (0.05s): {"success": false, "error": "Ambiguous skill name 'research/research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorize
2026-07-14 14:26:16,927 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3227 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:26:34,881 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3227 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:26:34,882 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #4: model=default provider=custom in=101410 out=94 total=101504 latency=18.0s cache=78336/101410 (77%)
2026-07-14 14:26:34,885 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool read_file returned error (0.00s): {"error": "Background review denied non-whitelisted tool: read_file. Only memory/skill tools are allowed."}
2026-07-14 14:26:34,932 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3228 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:26:37,922 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3228 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:26:37,923 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #5: model=default provider=custom in=101541 out=64 total=101605 latency=3.0s cache=99456/101541 (98%)
2026-07-14 14:26:37,989 WARNING [20260714_114920_9d9d2d3b] tools.skills_tool: Skill name collision for 'research/research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-14 14:26:37,990 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool skill_view returned error (0.06s): {"success": false, "error": "Ambiguous skill name 'research/research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorize
2026-07-14 14:26:38,038 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3229 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:26:39,505 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3226 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:26:39,506 INFO [20260714_142357_860bbc] agent.conversation_loop: API call #13: model=default provider=custom in=125493 out=481 total=125974 latency=23.1s cache=97920/125493 (78%)
2026-07-14 14:26:39,538 INFO [20260714_142357_860bbc] agent.tool_executor: tool todo completed (0.00s, 640 chars)
2026-07-14 14:26:39,581 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3230 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:26:40,581 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3229 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:26:40,581 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #6: model=default provider=custom in=101858 out=72 total=101930 latency=2.6s cache=99456/101858 (98%)
2026-07-14 14:26:40,684 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool skill_view returned error (0.10s): {"success": false, "error": "Skill 'root/.hermes/skills/research/research-pipeline' not found.", "available_skills": ["computer-use", "deploy-internal-dashboard", "dogfood", "onboarding", "research-ad
2026-07-14 14:26:40,724 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3231 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:26:45,905 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3230 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:26:45,907 INFO [20260714_142357_860bbc] agent.conversation_loop: API call #14: model=default provider=custom in=125867 out=506 total=126373 latency=6.3s cache=123392/125867 (98%)
2026-07-14 14:26:45,926 INFO [20260714_142357_860bbc] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=14/50 budget=14/50 tool_turns=13 last_msg_role=assistant response_len=1976 session=20260714_142357_860bbc
2026-07-14 14:26:45,950 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=async-delegate_0:135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:26:46,813 INFO gateway.run: Watch pattern notification — injecting for telegram chat=-1003707758328 thread=12
2026-07-14 14:26:46,825 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='[ASYNC DELEGATION BATCH COMPLETE — deleg_fd074e05] A background fan-out of 1 sub' reply_to_id=None reply_to_text=''
2026-07-14 14:26:46,963 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 14:26:47,057 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=226 msg='[NN Vo] [ASYNC DELEGATION BATCH COMPLETE — deleg_fd074e05] A background fan-out ...'
2026-07-14 14:26:47,082 INFO [20260712_081412_654c5f58] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260712_081412_654c5f58)
2026-07-14 14:26:47,137 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3232 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:26:47,296 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3231 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:26:47,297 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #7: model=default provider=custom in=102214 out=515 total=102729 latency=6.6s cache=99840/102214 (98%)
2026-07-14 14:26:47,329 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool skill_manage returned error (0.03s): {"success": false, "error": "Refusing background curator patch for skill 'research-pipeline': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, 
2026-07-14 14:26:47,373 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3233 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:26:51,158 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3232 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:26:51,159 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #145: model=default provider=custom in=125135 out=209 total=125344 latency=4.0s cache=113664/125135 (91%)
2026-07-14 14:26:51,230 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.05s, 11469 chars)
2026-07-14 14:26:51,289 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3235 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:26:56,044 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3235 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:26:56,045 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #146: model=default provider=custom in=128312 out=285 total=128597 latency=4.8s cache=123264/128312 (96%)
2026-07-14 14:26:56,077 INFO [20260712_081412_654c5f58] agent.tool_executor: tool todo completed (0.00s, 681 chars)
2026-07-14 14:26:56,088 INFO [20260712_081412_654c5f58] agent.conversation_compression: context compression started: session=20260712_081412_654c5f58 messages=230 tokens=~128,312 model=default focus=None
2026-07-14 14:26:56,148 INFO [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-14 14:27:07,964 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3233 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:27:07,966 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #8: model=default provider=custom in=102682 out=2035 total=104717 latency=20.6s cache=100096/102682 (97%)
2026-07-14 14:27:07,989 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool skill_manage returned error (0.02s): {"success": false, "error": "Refusing background curator patch for skill 'research-pipeline': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, 
2026-07-14 14:27:08,031 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3236 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:27:11,282 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3236 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:27:11,283 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #9: model=default provider=custom in=103167 out=89 total=103256 latency=3.3s cache=100608/103167 (98%)
2026-07-14 14:27:11,344 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool skills_list completed (0.06s, 2173 chars)
2026-07-14 14:27:11,389 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3237 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:27:14,877 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3237 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:27:14,879 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #10: model=default provider=custom in=103854 out=150 total=104004 latency=3.5s cache=101120/103854 (97%)
2026-07-14 14:27:14,942 WARNING [20260714_114920_9d9d2d3b] tools.skills_tool: Skill name collision for 'research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-14 14:27:14,943 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool skill_view returned error (0.06s): {"success": false, "error": "Ambiguous skill name 'research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.",
2026-07-14 14:27:14,990 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3238 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:27:22,983 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3238 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:27:22,983 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #11: model=default provider=custom in=104152 out=718 total=104870 latency=8.0s cache=101760/104152 (98%)
2026-07-14 14:27:23,063 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool skill_manage returned error (0.07s): {"success": false, "error": "Skill '' not found in active profile 'default'. Use skills_list() to see available skills."}

[Tool loop warning: same_tool_failure_warning; count=3; skill_manage has fail
2026-07-14 14:27:23,108 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3239 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:27:27,142 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (5 chars)
2026-07-14 14:27:27,158 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='duyệt' reply_to_id=20 reply_to_text=''
2026-07-14 14:27:27,292 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 14:27:27,372 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=201 msg='[NN Vo] duyệt'
2026-07-14 14:27:27,435 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3240 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:27:31,666 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3239 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:27:31,667 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #12: model=default provider=custom in=104696 out=676 total=105372 latency=8.6s cache=102144/104696 (98%)
2026-07-14 14:27:31,723 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool skills_list completed (0.05s, 2173 chars)
2026-07-14 14:27:31,773 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3241 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:27:32,868 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3240 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:27:32,869 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #86: model=default provider=custom in=97413 out=466 total=97879 latency=5.5s cache=95104/97413 (98%)
2026-07-14 14:27:34,677 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (1.78s, 158 chars)
2026-07-14 14:27:34,730 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3243 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:27:35,174 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3241 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:27:35,176 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #13: model=default provider=custom in=105383 out=162 total=105545 latency=3.4s cache=102656/105383 (97%)
2026-07-14 14:27:35,228 WARNING [20260714_114920_9d9d2d3b] tools.skills_tool: Skill name collision for 'research/research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-14 14:27:35,229 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool skill_view returned error (0.05s): {"success": false, "error": "Ambiguous skill name 'research/research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorize
2026-07-14 14:27:35,276 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3244 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:27:40,031 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3244 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:27:40,031 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #14: model=default provider=custom in=105639 out=395 total=106034 latency=4.8s cache=103296/105639 (98%)
2026-07-14 14:27:40,113 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool skill_manage returned error (0.08s): {"success": false, "error": "Skill 'research/research-pipeline' not found in active profile 'default'. Use skills_list() to see available skills."}

[Tool loop warning: same_tool_failure_warning; coun
2026-07-14 14:27:40,170 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3245 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:27:40,956 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3243 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:27:40,958 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #87: model=default provider=custom in=97679 out=550 total=98229 latency=6.2s cache=95360/97679 (98%)
2026-07-14 14:27:41,771 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.79s, 88 chars)
2026-07-14 14:27:41,827 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3247 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:27:44,338 INFO gateway.run: kanban dispatcher [brand-monitoring]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-14 14:27:46,131 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3247 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:27:46,135 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #88: model=default provider=custom in=87361 out=262 total=87623 latency=4.3s
2026-07-14 14:27:46,161 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=3/60 tool_turns=74 last_msg_role=assistant response_len=852 session=20260714_114920_9d9d2d3b
2026-07-14 14:27:46,198 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=19.0s api_calls=3 response=852 chars
2026-07-14 14:27:46,255 INFO gateway.platforms.base: [Telegram] Sending response (852 chars) to -1003707758328
2026-07-14 14:27:50,916 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3245 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:27:50,919 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #15: model=default provider=custom in=106190 out=1008 total=107198 latency=10.8s cache=103936/106190 (98%)
2026-07-14 14:27:50,957 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool skill_manage returned error (0.03s): {"success": false, "error": "Refusing background curator patch for skill 'research-pipeline': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, 
2026-07-14 14:27:51,020 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3248 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:27:53,787 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3248 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:27:53,788 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #16: model=default provider=custom in=98113 out=267 total=98380 latency=2.8s
2026-07-14 14:27:53,796 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=16/16 budget=16/16 tool_turns=87 last_msg_role=assistant response_len=887 session=20260714_114920_9d9d2d3b
2026-07-14 14:27:53,802 INFO [20260714_114920_9d9d2d3b] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:28:33,529 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (114 chars)
2026-07-14 14:28:33,540 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='claude cli để review lại toàn bộ architecture của dự án, và góp ý nếu có cũng nh' reply_to_id=20 reply_to_text=''
2026-07-14 14:28:33,665 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 14:28:33,746 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=207 msg='[NN Vo] claude cli để review lại toàn bộ architecture của dự án, và góp ý nếu có...'
2026-07-14 14:28:33,817 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3249 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:29:23,289 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3249 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:29:23,290 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #89: model=default provider=custom in=87470 out=260 total=87730 latency=49.5s cache=76973/87470 (88%)
2026-07-14 14:29:23,441 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool skill_view completed (0.10s, 36171 chars)
2026-07-14 14:29:23,501 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3250 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:29:25,537 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3250 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:29:25,538 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #90: model=default provider=custom in=97395 out=60 total=97455 latency=2.1s
2026-07-14 14:29:29,347 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (3.79s, 143 chars)
2026-07-14 14:29:29,400 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3252 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:29:49,838 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3252 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:29:49,839 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #91: model=default provider=custom in=97509 out=187 total=97696 latency=20.5s cache=20260/97509 (21%)
2026-07-14 14:30:47,685 INFO [20260712_081412_654c5f58] agent.conversation_compression: context compression done: session=20260712_081412_654c5f58 messages=230->147 rough_tokens=~68,104 awaiting_real_usage=true
2026-07-14 14:30:47,738 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3254 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:30:55,103 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (65.25s, 3285 chars)
2026-07-14 14:30:55,182 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3255 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:31:06,791 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3255 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:31:06,798 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #92: model=default provider=custom in=110597 out=625 total=111222 latency=11.6s cache=96128/110597 (87%)
2026-07-14 14:31:08,498 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (1.62s, 113 chars)
2026-07-14 14:31:08,554 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3257 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:31:15,003 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3257 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:31:15,006 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #93: model=default provider=custom in=111270 out=466 total=111736 latency=6.5s cache=109184/111270 (98%)
2026-07-14 14:31:15,030 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=5/60 budget=5/60 tool_turns=78 last_msg_role=assistant response_len=1314 session=20260714_114920_9d9d2d3b
2026-07-14 14:31:15,069 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=161.5s api_calls=5 response=1314 chars
2026-07-14 14:31:15,122 INFO gateway.platforms.base: [Telegram] Sending response (1314 chars) to -1003707758328
2026-07-14 14:32:05,713 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3254 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:32:05,717 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #147: model=default provider=custom in=78760 out=524 total=79284 latency=78.0s cache=2688/78760 (3%)
2026-07-14 14:32:05,853 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.11s, 2642 chars)
2026-07-14 14:32:05,915 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3262 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:32:09,861 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (36 chars)
2026-07-14 14:32:09,882 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='ok kiểm thử xem phương án khả thi ko' reply_to_id=20 reply_to_text=''
2026-07-14 14:32:10,042 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 14:32:10,140 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=217 msg='[NN Vo] ok kiểm thử xem phương án khả thi ko'
2026-07-14 14:32:10,199 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3263 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:32:17,442 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3262 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:32:17,443 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #148: model=default provider=custom in=80003 out=955 total=80958 latency=11.6s cache=76672/80003 (96%)
2026-07-14 14:32:17,536 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_1:135523347699392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:32:17,621 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 14:32:17,657 INFO [20260712_081412_654c5f58] tools.async_delegation: Dispatched async delegation batch deleg_77273a01 (1 task(s), session_key=agent:main:telegram:group:-1003707758328:12)
2026-07-14 14:32:17,657 INFO [20260712_081412_654c5f58] agent.tool_executor: tool delegate_task completed (0.19s, 410 chars)
2026-07-14 14:32:17,721 INFO [20260714_143217_8a7e07] agent.turn_context: conversation turn: session=20260714_143217_8a7e07 model=default provider=custom platform=subagent history=0 msg='RD.BENCH.05.03: Gap Analysis for Vietnam vs 5 reference countries, with cross-re...'
2026-07-14 14:32:17,780 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3265 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:32:17,975 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3266 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:32:20,603 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3263 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:32:20,604 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #94: model=default provider=custom in=111757 out=1351 total=113108 latency=10.4s cache=109696/111757 (98%)
2026-07-14 14:32:22,277 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3266 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:32:22,278 INFO [20260714_143217_8a7e07] agent.conversation_loop: API call #1: model=default provider=custom in=15693 out=259 total=15952 latency=4.3s cache=1792/15693 (11%)
2026-07-14 14:32:22,427 INFO agent.tool_executor: tool read_file completed (0.12s, 5788 chars)
2026-07-14 14:32:22,441 INFO agent.tool_executor: tool read_file completed (0.14s, 19272 chars)
2026-07-14 14:32:22,446 INFO agent.tool_executor: tool read_file completed (0.14s, 8827 chars)
2026-07-14 14:32:22,500 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3280 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:32:22,934 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3265 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:32:22,934 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #149: model=default provider=custom in=81083 out=236 total=81319 latency=5.2s cache=78848/81083 (97%)
2026-07-14 14:32:22,955 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=5/60 budget=5/60 tool_turns=56 last_msg_role=assistant response_len=606 session=20260712_081412_654c5f58
2026-07-14 14:32:22,979 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=336.2s api_calls=5 response=606 chars
2026-07-14 14:32:23,022 INFO gateway.platforms.base: [Telegram] Sending response (606 chars) to -1003707758328
2026-07-14 14:32:24,784 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3280 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:32:24,785 INFO [20260714_143217_8a7e07] agent.conversation_loop: API call #2: model=default provider=custom in=27360 out=114 total=27474 latency=2.3s cache=13568/27360 (50%)
2026-07-14 14:32:24,926 INFO [20260714_143217_8a7e07] agent.tool_executor: tool read_file completed (0.12s, 63959 chars)
2026-07-14 14:32:24,988 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3285 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:32:28,845 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3285 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:32:28,846 INFO [20260714_143217_8a7e07] agent.conversation_loop: API call #3: model=default provider=custom in=48315 out=233 total=48548 latency=3.9s cache=25344/48315 (52%)
2026-07-14 14:32:29,013 INFO [20260714_143217_8a7e07] agent.tool_executor: tool read_file completed (0.15s, 100143 chars)
2026-07-14 14:32:30,190 INFO [20260714_143217_8a7e07] agent.tool_executor: tool read_file completed (0.13s, 100574 chars)
2026-07-14 14:32:30,273 INFO [20260714_143217_8a7e07] tools.tool_result_storage: Persisted large tool result: __budget_enforcement__ (call_01_Mho2fuMoT63q4DLbAtnm2237, 100574 chars -> /tmp/hermes-results/call_01_Mho2fuMoT63q4DLbAtnm2237.txt)
2026-07-14 14:32:30,274 INFO [20260714_143217_8a7e07] tools.tool_result_storage: Budget enforcement: persisted tool result call_01_Mho2fuMoT63q4DLbAtnm2237 (100574 chars)
2026-07-14 14:32:30,300 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3296 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:32:36,208 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (15.58s, 895 chars)
2026-07-14 14:32:36,292 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3297 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:32:42,009 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3296 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:32:42,009 INFO [20260714_143217_8a7e07] agent.conversation_loop: API call #4: model=default provider=custom in=80471 out=841 total=81312 latency=11.7s cache=46208/80471 (57%)
2026-07-14 14:32:42,840 INFO [20260714_143217_8a7e07] agent.tool_executor: tool search_files completed (0.81s, 18 chars)
2026-07-14 14:32:42,878 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3300 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:32:45,545 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3300 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:32:45,547 INFO [20260714_143217_8a7e07] agent.conversation_loop: API call #5: model=default provider=custom in=80579 out=160 total=80739 latency=2.7s cache=78464/80579 (97%)
2026-07-14 14:32:45,675 INFO agent.tool_executor: tool search_files completed (0.11s, 18 chars)
2026-07-14 14:32:45,795 INFO agent.tool_executor: tool search_files completed (0.23s, 18 chars)
2026-07-14 14:32:45,831 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3306 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:32:48,738 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3306 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:32:48,739 INFO [20260714_143217_8a7e07] agent.conversation_loop: API call #6: model=default provider=custom in=69474 out=414 total=69888 latency=2.9s
2026-07-14 14:32:48,747 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3297 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:32:48,750 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #95: model=default provider=custom in=113438 out=1536 total=114974 latency=12.5s cache=111104/113438 (98%)
2026-07-14 14:32:55,112 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (6.31s, 344 chars)
2026-07-14 14:32:55,195 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3309 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:32:58,643 WARNING [20260714_143217_8a7e07] agent.tool_executor: Tool terminal returned error (9.87s): {"output": "", "exit_code": 1, "error": null, "exit_code_meaning": "No matches found (not an error)"}
2026-07-14 14:32:58,693 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3310 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:32:59,593 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3309 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:32:59,594 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #96: model=default provider=custom in=102899 out=641 total=103540 latency=4.4s cache=93294/102899 (91%)
2026-07-14 14:33:00,226 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3310 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:33:00,227 INFO [20260714_143217_8a7e07] agent.conversation_loop: API call #7: model=default provider=custom in=67826 out=199 total=68025 latency=1.6s
2026-07-14 14:33:00,488 INFO [20260714_143217_8a7e07] agent.tool_executor: tool search_files completed (0.22s, 4463 chars)
2026-07-14 14:33:00,586 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3314 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:33:03,270 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (3.66s, 171 chars)
2026-07-14 14:33:03,345 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3315 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:33:20,999 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3315 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:33:21,003 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #97: model=default provider=custom in=103601 out=373 total=103974 latency=17.7s cache=97351/103601 (94%)
2026-07-14 14:33:22,241 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (1.20s, 98 chars)
2026-07-14 14:33:22,310 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3317 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:33:32,456 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3314 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:33:32,458 INFO [20260714_143217_8a7e07] agent.conversation_loop: API call #8: model=default provider=custom in=69606 out=112 total=69718 latency=31.9s cache=65325/69606 (94%)
2026-07-14 14:33:32,584 INFO [20260714_143217_8a7e07] agent.tool_executor: tool read_file completed (0.09s, 110 chars)
2026-07-14 14:33:32,620 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3322 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:33:38,057 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3322 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:33:38,058 INFO [20260714_143217_8a7e07] agent.conversation_loop: API call #9: model=default provider=custom in=82682 out=87 total=82769 latency=5.5s cache=78464/82682 (95%)
2026-07-14 14:33:38,190 INFO [20260714_143217_8a7e07] agent.tool_executor: tool read_file completed (0.10s, 7007 chars)
2026-07-14 14:33:38,229 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3327 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:33:43,757 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3317 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:33:43,762 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #98: model=default provider=custom in=116244 out=1107 total=117351 latency=21.5s cache=111360/116244 (96%)
2026-07-14 14:33:50,279 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (6.47s, 536 chars)
2026-07-14 14:33:50,347 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3329 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:33:58,172 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3329 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:33:58,172 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #99: model=default provider=custom in=117590 out=938 total=118528 latency=7.8s cache=115328/117590 (98%)
2026-07-14 14:34:03,898 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (5.68s, 2499 chars)
2026-07-14 14:34:03,973 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3331 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:34:15,367 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3331 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:34:15,369 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #100: model=default provider=custom in=119504 out=875 total=120379 latency=11.4s cache=116480/119504 (97%)
2026-07-14 14:34:19,674 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (4.27s, 7550 chars)
2026-07-14 14:34:19,754 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3333 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:34:33,178 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3333 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:34:33,182 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #101: model=default provider=custom in=123426 out=1156 total=124582 latency=13.4s cache=118272/123426 (96%)
2026-07-14 14:34:33,318 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.09s, 407 chars)
2026-07-14 14:34:33,392 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3335 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:34:39,097 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3335 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:34:39,099 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #102: model=default provider=custom in=124731 out=324 total=125055 latency=5.7s cache=122496/124731 (98%)
2026-07-14 14:34:39,151 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=9/60 budget=9/60 tool_turns=86 last_msg_role=assistant response_len=845 session=20260714_114920_9d9d2d3b
2026-07-14 14:34:39,186 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=149.3s api_calls=9 response=845 chars
2026-07-14 14:34:39,226 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:34:39,242 INFO gateway.platforms.base: [Telegram] Sending response (845 chars) to -1003707758328
2026-07-14 14:34:39,355 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 14:34:39,384 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=235 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 14:34:39,458 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3336 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:35:05,956 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3336 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:35:05,958 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #1: model=default provider=custom in=126183 out=2094 total=128277 latency=26.5s cache=89344/126183 (71%)
2026-07-14 14:35:06,170 INFO agent.tool_executor: tool skills_list completed (0.19s, 2173 chars)
2026-07-14 14:35:06,186 WARNING tools.skills_tool: Skill name collision for 'research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-14 14:35:06,189 INFO agent.tool_executor: tool skill_view failed (0.22s): {"success": false, "error": "Ambiguous skill name 'research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.",
2026-07-14 14:35:06,198 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool skill_view returned error (0.22s): {"success": false, "error": "Ambiguous skill name 'research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.",
2026-07-14 14:35:06,296 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3337 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:35:16,567 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3337 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:35:16,568 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #2: model=default provider=custom in=127055 out=796 total=127851 latency=10.3s cache=124160/127055 (98%)
2026-07-14 14:35:16,690 WARNING [20260714_114920_9d9d2d3b] tools.skills_tool: Skill name collision for 'research/research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-14 14:35:16,695 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool skill_view returned error (0.12s): {"success": false, "error": "Ambiguous skill name 'research/research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorize
2026-07-14 14:35:16,755 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3338 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:35:17,031 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3327 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:35:17,031 INFO [20260714_143217_8a7e07] agent.conversation_loop: API call #10: model=default provider=custom in=85291 out=11939 total=97230 latency=98.8s cache=80640/85291 (95%)
2026-07-14 14:35:17,360 INFO [20260714_143217_8a7e07] agent.tool_executor: tool write_file completed (0.16s, 320 chars)
2026-07-14 14:35:17,398 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3345 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:35:22,026 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3345 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:35:22,027 INFO [20260714_143217_8a7e07] agent.conversation_loop: API call #11: model=default provider=custom in=96455 out=165 total=96620 latency=4.6s cache=83200/96455 (86%)
2026-07-14 14:35:22,831 INFO [20260714_143217_8a7e07] agent.tool_executor: tool terminal completed (0.78s, 580 chars)
2026-07-14 14:35:22,873 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3347 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:35:25,238 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3338 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:35:25,240 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #3: model=default provider=custom in=127263 out=567 total=127830 latency=8.5s cache=124928/127263 (98%)
2026-07-14 14:35:25,244 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool read_file returned error (0.00s): {"error": "Background review denied non-whitelisted tool: read_file. Only memory/skill tools are allowed."}
2026-07-14 14:35:25,245 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool read_file returned error (0.00s): {"error": "Background review denied non-whitelisted tool: read_file. Only memory/skill tools are allowed."}
2026-07-14 14:35:25,303 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3348 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:35:26,599 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3347 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:35:26,600 INFO [20260714_143217_8a7e07] agent.conversation_loop: API call #12: model=default provider=custom in=96739 out=103 total=96842 latency=3.7s cache=94336/96739 (98%)
2026-07-14 14:35:27,423 INFO [20260714_143217_8a7e07] agent.tool_executor: tool terminal completed (0.79s, 469 chars)
2026-07-14 14:35:27,463 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3350 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:35:30,091 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3350 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:35:30,092 INFO [20260714_143217_8a7e07] agent.conversation_loop: API call #13: model=default provider=custom in=96926 out=128 total=97054 latency=2.6s cache=94720/96926 (98%)
2026-07-14 14:35:31,300 INFO [20260714_143217_8a7e07] agent.tool_executor: tool terminal completed (1.19s, 4913 chars)
2026-07-14 14:35:31,350 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3352 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:35:34,100 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3352 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:35:34,101 INFO [20260714_143217_8a7e07] agent.conversation_loop: API call #14: model=default provider=custom in=87278 out=580 total=87858 latency=2.8s cache=65301/87278 (75%)
2026-07-14 14:35:34,126 INFO [20260714_143217_8a7e07] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=14/50 budget=14/50 tool_turns=13 last_msg_role=assistant response_len=1580 session=20260714_143217_8a7e07
2026-07-14 14:35:34,141 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=async-delegate_1:135523356092096 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:35:35,187 INFO gateway.run: Watch pattern notification — injecting for telegram chat=-1003707758328 thread=12
2026-07-14 14:35:35,203 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='[ASYNC DELEGATION BATCH COMPLETE — deleg_77273a01] A background fan-out of 1 sub' reply_to_id=None reply_to_text=''
2026-07-14 14:35:35,345 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 14:35:35,431 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=152 msg='[NN Vo] [ASYNC DELEGATION BATCH COMPLETE — deleg_77273a01] A background fan-out ...'
2026-07-14 14:35:35,501 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3353 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:35:36,400 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3348 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:35:36,401 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #4: model=default provider=custom in=127510 out=887 total=128397 latency=11.1s cache=125184/127510 (98%)
2026-07-14 14:35:36,474 WARNING [20260714_114920_9d9d2d3b] tools.skills_tool: Skill name collision for 'research/research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-14 14:35:36,476 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool skill_view returned error (0.06s): {"success": false, "error": "Ambiguous skill name 'research/research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorize
2026-07-14 14:35:36,523 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3354 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:35:38,134 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3353 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:35:38,136 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #150: model=default provider=custom in=72288 out=217 total=72505 latency=2.7s cache=4055/72288 (6%)
2026-07-14 14:35:39,338 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (1.19s, 412 chars)
2026-07-14 14:35:39,381 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3356 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:35:56,464 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3354 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:35:56,465 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #5: model=default provider=custom in=114817 out=328 total=115145 latency=20.0s
2026-07-14 14:35:56,489 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool skill_manage returned error (0.02s): {"success": false, "error": "Refusing background curator patch for skill 'research-pipeline': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, 
2026-07-14 14:35:56,541 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3357 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:35:56,918 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3356 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:35:56,919 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #151: model=default provider=custom in=72747 out=156 total=72903 latency=17.6s
2026-07-14 14:35:57,734 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.78s, 728 chars)
2026-07-14 14:35:57,774 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3359 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:35:58,421 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3357 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:35:58,422 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #6: model=default provider=custom in=115243 out=39 total=115282 latency=1.9s
2026-07-14 14:35:58,428 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool skill_view returned error (0.00s): {"success": false, "error": "Skill name must be a relative path within the skills directory.", "hint": "Use a skill name or relative path within the skills directory."}

[Tool loop warning: same_tool_
2026-07-14 14:35:58,471 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3360 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:35:59,126 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3359 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:35:59,127 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #152: model=default provider=custom in=73193 out=146 total=73339 latency=1.4s cache=68938/73193 (94%)
2026-07-14 14:35:59,200 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.04s, 5580 chars)
2026-07-14 14:35:59,241 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3362 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:36:16,202 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3362 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:36:16,202 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #153: model=default provider=custom in=74942 out=126 total=75068 latency=17.0s cache=68949/74942 (92%)
2026-07-14 14:36:17,060 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.78s, 593 chars)
2026-07-14 14:36:17,111 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3364 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:36:31,925 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3360 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:36:31,926 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #7: model=default provider=custom in=115447 out=31 total=115478 latency=33.5s cache=109545/115447 (95%)
2026-07-14 14:36:31,987 WARNING [20260714_114920_9d9d2d3b] tools.skills_tool: Skill name collision for 'research/research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-14 14:36:31,988 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool skill_view returned error (0.06s): {"success": false, "error": "Ambiguous skill name 'research/research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorize
2026-07-14 14:36:32,044 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3365 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:36:36,165 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3364 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:36:36,167 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #154: model=default provider=custom in=75291 out=126 total=75417 latency=19.1s cache=16222/75291 (22%)
2026-07-14 14:36:37,578 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (1.38s, 128 chars)
2026-07-14 14:36:37,629 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3367 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:36:53,220 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3365 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:36:53,223 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #8: model=default provider=custom in=115676 out=111 total=115787 latency=21.2s
2026-07-14 14:36:53,236 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool memory returned error (0.00s): {"success": false, "error": "Memory at 1,349/1,375 chars. Adding this entry (306 chars) would exceed the limit. Consolidate now: use 'replace' to merge overlapping entries into shorter ones or 'remove
2026-07-14 14:36:53,305 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3368 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:36:55,072 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3367 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:36:55,074 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #155: model=default provider=custom in=75472 out=82 total=75554 latency=17.5s cache=68943/75472 (91%)
2026-07-14 14:36:55,897 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.78s, 728 chars)
2026-07-14 14:36:55,956 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3370 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:37:11,204 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3368 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:37:11,205 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #9: model=default provider=custom in=129475 out=259 total=129734 latency=17.9s cache=125440/129475 (97%)
2026-07-14 14:37:11,221 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool memory completed (0.01s, 201 chars)
2026-07-14 14:37:11,271 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3371 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:37:15,172 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3371 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:37:15,173 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #10: model=default provider=custom in=129810 out=131 total=129941 latency=3.9s cache=127616/129810 (98%)
2026-07-14 14:37:15,180 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool memory returned error (0.00s): {"success": false, "error": "Memory at 2,180/2,200 chars. Adding this entry (237 chars) would exceed the limit. Consolidate now: use 'replace' to merge overlapping entries into shorter ones or 'remove
2026-07-14 14:37:15,240 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3372 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:37:16,455 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3370 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:37:16,456 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #156: model=default provider=custom in=87075 out=796 total=87871 latency=20.5s cache=79232/87075 (91%)
2026-07-14 14:37:16,543 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_1:135523347699392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:37:16,637 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 14:37:16,677 INFO [20260712_081412_654c5f58] tools.async_delegation: Dispatched async delegation batch deleg_2aca242c (1 task(s), session_key=agent:main:telegram:group:-1003707758328:12)
2026-07-14 14:37:16,677 INFO [20260712_081412_654c5f58] agent.tool_executor: tool delegate_task completed (0.19s, 388 chars)
2026-07-14 14:37:16,684 INFO [20260714_143716_033e39] agent.turn_context: conversation turn: session=20260714_143716_033e39 model=default provider=custom platform=subagent history=0 msg='RD.BENCH.05.04: Grill-QA phản biện 3 file nghiên cứu theo research-critism skill'
2026-07-14 14:37:17,035 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3374 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:37:17,151 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3375 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:37:20,418 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3375 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:37:20,418 INFO [20260714_143716_033e39] agent.conversation_loop: API call #1: model=default provider=custom in=15223 out=245 total=15468 latency=3.4s cache=2432/15223 (16%)
2026-07-14 14:37:20,621 INFO agent.tool_executor: tool read_file completed (0.17s, 19272 chars)
2026-07-14 14:37:20,624 INFO agent.tool_executor: tool read_file completed (0.18s, 5788 chars)
2026-07-14 14:37:20,632 INFO agent.tool_executor: tool read_file completed (0.18s, 35165 chars)
2026-07-14 14:37:20,662 WARNING tools.skills_tool: Skill name collision for 'research-critism': 2 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/SKILL.md
2026-07-14 14:37:20,663 INFO agent.tool_executor: tool skill_view failed (0.22s): {"success": false, "error": "Ambiguous skill name 'research-critism': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", 
2026-07-14 14:37:20,665 WARNING [20260714_143716_033e39] agent.tool_executor: Tool skill_view returned error (0.22s): {"success": false, "error": "Ambiguous skill name 'research-critism': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", 
2026-07-14 14:37:20,728 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3388 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:37:21,446 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3372 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:37:21,447 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #11: model=default provider=custom in=130675 out=316 total=130991 latency=6.2s cache=127872/130675 (98%)
2026-07-14 14:37:21,459 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool memory completed (0.01s, 212 chars)
2026-07-14 14:37:21,513 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3389 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:37:21,794 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3374 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:37:21,796 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #157: model=default provider=custom in=87727 out=268 total=87995 latency=4.8s cache=84992/87727 (97%)
2026-07-14 14:37:21,821 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=8/60 budget=8/60 tool_turns=63 last_msg_role=assistant response_len=665 session=20260712_081412_654c5f58
2026-07-14 14:37:21,884 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=106.7s api_calls=8 response=665 chars
2026-07-14 14:37:21,921 INFO gateway.platforms.base: [Telegram] Sending response (665 chars) to -1003707758328
2026-07-14 14:37:24,931 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3388 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:37:24,932 INFO [20260714_143716_033e39] agent.conversation_loop: API call #2: model=default provider=custom in=35617 out=245 total=35862 latency=4.2s cache=13184/35617 (37%)
2026-07-14 14:37:24,947 INFO agent.tool_executor: tool skill_view failed (0.00s): {"success": false, "error": "Skill name must be a relative path within the skills directory.", "hint": "Use a skill name or relative path within the skills directory."}
2026-07-14 14:37:25,016 INFO agent.tool_executor: tool skill_view completed (0.07s, 5862 chars)
2026-07-14 14:37:25,030 WARNING [20260714_143716_033e39] agent.tool_executor: Tool skill_view returned error (0.00s): {"success": false, "error": "Skill name must be a relative path within the skills directory.", "hint": "Use a skill name or relative path within the skills directory."}
2026-07-14 14:37:25,056 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3390 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:37:27,018 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3389 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:37:27,019 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #12: model=default provider=custom in=130927 out=249 total=131176 latency=5.5s cache=128640/130927 (98%)
2026-07-14 14:37:27,022 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool skill_view returned error (0.00s): {"success": false, "error": "Skill name must be a relative path within the skills directory.", "hint": "Use a skill name or relative path within the skills directory."}

[Tool loop warning: repeated_e
2026-07-14 14:37:27,076 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3391 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:37:51,697 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3390 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:37:51,698 INFO [20260714_143716_033e39] agent.conversation_loop: API call #3: model=default provider=custom in=37951 out=2322 total=40273 latency=26.7s cache=33536/37951 (88%)
2026-07-14 14:37:51,869 INFO agent.tool_executor: tool skill_view completed (0.13s, 63169 chars)
2026-07-14 14:37:51,905 INFO agent.tool_executor: tool search_files completed (0.17s, 164 chars)
2026-07-14 14:37:51,982 INFO agent.tool_executor: tool search_files completed (0.25s, 18 chars)
2026-07-14 14:37:51,983 INFO agent.tool_executor: tool search_files completed (0.25s, 18 chars)
2026-07-14 14:37:52,082 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3400 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:38:12,352 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3400 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:38:12,353 INFO [20260714_143716_033e39] agent.conversation_loop: API call #4: model=default provider=custom in=55592 out=1570 total=57162 latency=20.3s cache=35840/55592 (64%)
2026-07-14 14:38:13,777 INFO [20260714_143716_033e39] agent.tool_executor: tool terminal completed (1.39s, 5302 chars)
2026-07-14 14:38:13,813 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3402 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:38:25,579 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3391 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:38:25,582 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #13: model=default provider=custom in=131102 out=5041 total=136143 latency=58.5s cache=128896/131102 (98%)
2026-07-14 14:38:25,729 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool skill_manage completed (0.14s, 573 chars)
2026-07-14 14:38:25,788 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3403 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:38:36,314 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3403 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:38:36,316 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #14: model=default provider=custom in=132708 out=977 total=133685 latency=10.6s cache=129024/132708 (97%)
2026-07-14 14:38:36,357 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool skill_manage completed (0.04s, 257 chars)
2026-07-14 14:38:36,442 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3404 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:38:41,483 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3404 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:38:41,484 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #15: model=default provider=custom in=123259 out=564 total=123823 latency=5.1s
2026-07-14 14:38:41,526 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool skill_manage completed (0.04s, 205 chars)
2026-07-14 14:38:41,578 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3405 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:38:46,637 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3402 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:38:46,639 INFO [20260714_143716_033e39] agent.conversation_loop: API call #5: model=default provider=custom in=57359 out=2775 total=60134 latency=32.8s cache=53504/57359 (93%)
2026-07-14 14:38:46,667 INFO [20260714_143716_033e39] agent.tool_executor: tool todo completed (0.00s, 658 chars)
2026-07-14 14:38:46,703 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3406 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:38:48,548 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3405 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:38:48,549 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #16: model=default provider=custom in=120929 out=382 total=121311 latency=7.0s cache=109543/120929 (91%)
2026-07-14 14:38:48,558 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=16/16 budget=16/16 tool_turns=101 last_msg_role=assistant response_len=1332 session=20260714_114920_9d9d2d3b
2026-07-14 14:38:48,565 INFO [20260714_114920_9d9d2d3b] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:39:07,030 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3406 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:39:07,031 INFO [20260714_143716_033e39] agent.conversation_loop: API call #6: model=default provider=custom in=55320 out=10507 total=65827 latency=20.3s
2026-07-14 14:39:07,628 INFO [20260714_143716_033e39] agent.tool_executor: tool patch completed (0.54s, 3994 chars)
2026-07-14 14:39:07,667 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3415 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:39:24,991 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3415 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:39:24,991 INFO [20260714_143716_033e39] agent.conversation_loop: API call #7: model=default provider=custom in=66966 out=321 total=67287 latency=17.3s
2026-07-14 14:39:25,009 INFO [20260714_143716_033e39] agent.tool_executor: tool todo completed (0.00s, 660 chars)
2026-07-14 14:39:25,040 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3416 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:39:26,770 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3416 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:39:26,773 INFO [20260714_143716_033e39] agent.conversation_loop: API call #8: model=default provider=custom in=67514 out=940 total=68454 latency=1.7s
2026-07-14 14:39:27,044 INFO [20260714_143716_033e39] agent.tool_executor: tool patch completed (0.24s, 3004 chars)
2026-07-14 14:39:27,083 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3425 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:39:35,522 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3425 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:39:35,523 INFO [20260714_143716_033e39] agent.conversation_loop: API call #9: model=default provider=custom in=69338 out=1115 total=70453 latency=8.5s
2026-07-14 14:39:35,754 INFO [20260714_143716_033e39] agent.tool_executor: tool patch completed (0.21s, 3910 chars)
2026-07-14 14:39:35,790 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3434 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:40:00,600 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3434 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:40:00,603 INFO [20260714_143716_033e39] agent.conversation_loop: API call #10: model=default provider=custom in=78675 out=1183 total=79858 latency=24.8s cache=55296/78675 (70%)
2026-07-14 14:40:00,631 INFO [20260714_143716_033e39] agent.tool_executor: tool todo completed (0.00s, 666 chars)
2026-07-14 14:40:00,669 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3435 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:40:14,399 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3435 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:40:14,405 INFO [20260714_143716_033e39] agent.conversation_loop: API call #11: model=default provider=custom in=79153 out=1259 total=80412 latency=13.7s cache=76672/79153 (97%)
2026-07-14 14:40:15,015 INFO [20260714_143716_033e39] agent.tool_executor: tool terminal completed (0.59s, 72 chars)
2026-07-14 14:40:15,051 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3437 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:40:25,103 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3437 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:40:25,105 INFO [20260714_143716_033e39] agent.conversation_loop: API call #12: model=default provider=custom in=79855 out=404 total=80259 latency=10.1s cache=77056/79855 (96%)
2026-07-14 14:40:25,928 INFO [20260714_143716_033e39] agent.tool_executor: tool terminal completed (0.80s, 65 chars)
2026-07-14 14:40:25,973 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3439 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:40:28,675 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3439 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:40:28,678 INFO [20260714_143716_033e39] agent.conversation_loop: API call #13: model=default provider=custom in=80014 out=90 total=80104 latency=2.7s cache=77824/80014 (97%)
2026-07-14 14:40:29,484 INFO [20260714_143716_033e39] agent.tool_executor: tool terminal completed (0.78s, 75 chars)
2026-07-14 14:40:29,524 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3441 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:40:32,177 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3441 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:40:32,179 INFO [20260714_143716_033e39] agent.conversation_loop: API call #14: model=default provider=custom in=80145 out=118 total=80263 latency=2.7s cache=78080/80145 (97%)
2026-07-14 14:40:33,788 INFO [20260714_143716_033e39] agent.tool_executor: tool terminal completed (1.59s, 8654 chars)
2026-07-14 14:40:33,837 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3443 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:40:37,391 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3443 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:40:37,392 INFO [20260714_143716_033e39] agent.conversation_loop: API call #15: model=default provider=custom in=83477 out=238 total=83715 latency=3.6s cache=78080/83477 (94%)
2026-07-14 14:40:37,544 INFO agent.tool_executor: tool read_file completed (0.12s, 2526 chars)
2026-07-14 14:40:37,547 INFO agent.tool_executor: tool read_file completed (0.12s, 2701 chars)
2026-07-14 14:40:37,555 INFO agent.tool_executor: tool read_file completed (0.12s, 3331 chars)
2026-07-14 14:40:37,611 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3456 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:40:40,647 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3456 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:40:40,650 INFO [20260714_143716_033e39] agent.conversation_loop: API call #16: model=default provider=custom in=87220 out=121 total=87341 latency=3.1s cache=81408/87220 (93%)
2026-07-14 14:40:40,690 INFO [20260714_143716_033e39] agent.tool_executor: tool todo completed (0.00s, 664 chars)
2026-07-14 14:40:40,742 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3457 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:40:46,868 INFO gateway.run: kanban dispatcher [nv-office]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-14 14:40:47,605 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3457 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:40:47,608 INFO [20260714_143716_033e39] agent.conversation_loop: API call #17: model=default provider=custom in=87553 out=529 total=88082 latency=6.9s cache=85120/87553 (97%)
2026-07-14 14:40:47,639 INFO [20260714_143716_033e39] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=17/50 budget=17/50 tool_turns=16 last_msg_role=assistant response_len=1804 session=20260714_143716_033e39
2026-07-14 14:40:47,659 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=async-delegate_0:135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:40:47,736 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:40:47,845 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 14:40:47,876 INFO [20260714_143716_033e39] agent.turn_context: conversation turn: session=20260714_143716_033e39 model=default provider=custom platform=subagent history=43 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 14:40:47,916 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3458 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:40:49,523 INFO gateway.run: Watch pattern notification — injecting for telegram chat=-1003707758328 thread=12
2026-07-14 14:40:49,547 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='[ASYNC DELEGATION BATCH COMPLETE — deleg_2aca242c] A background fan-out of 1 sub' reply_to_id=None reply_to_text=''
2026-07-14 14:40:49,724 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 14:40:49,818 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=168 msg='[NN Vo] [ASYNC DELEGATION BATCH COMPLETE — deleg_2aca242c] A background fan-out ...'
2026-07-14 14:40:49,883 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3459 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:40:51,855 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3459 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:40:51,856 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #158: model=default provider=custom in=77641 out=197 total=77838 latency=2.0s
2026-07-14 14:40:51,923 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.04s, 8270 chars)
2026-07-14 14:40:51,973 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3461 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:40:54,505 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3461 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:40:54,506 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #159: model=default provider=custom in=80392 out=162 total=80554 latency=2.6s cache=73016/80392 (91%)
2026-07-14 14:40:54,531 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=64 last_msg_role=assistant response_len=473 session=20260712_081412_654c5f58
2026-07-14 14:40:54,578 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=5.0s api_calls=2 response=473 chars
2026-07-14 14:40:54,596 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:40:54,629 INFO gateway.platforms.base: [Telegram] Sending response (473 chars) to -1003707758328
2026-07-14 14:40:54,693 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 14:40:54,796 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=172 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 14:40:54,847 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3462 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:40:57,337 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3462 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:40:57,337 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=81583 out=769 total=82352 latency=2.5s cache=16227/81583 (20%)
2026-07-14 14:40:57,403 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skills_list completed (0.06s, 19867 chars)
2026-07-14 14:40:57,438 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3463 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:40:59,848 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3458 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:40:59,849 INFO [20260714_143716_033e39] agent.conversation_loop: API call #1: model=default provider=custom in=88809 out=619 total=89428 latency=12.0s cache=2432/88809 (3%)
2026-07-14 14:40:59,975 INFO agent.tool_executor: tool skills_list completed (0.12s, 2464 chars)
2026-07-14 14:41:00,011 INFO agent.tool_executor: tool skill_view completed (0.16s, 5862 chars)
2026-07-14 14:41:00,045 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3464 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:41:46,973 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[574040]
2026-07-14 14:41:47,033 INFO gateway.run: kanban dispatcher [brand-monitoring]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-14 14:41:50,742 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3464 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:41:50,745 INFO [20260714_143716_033e39] agent.conversation_loop: API call #2: model=default provider=custom in=83425 out=1409 total=84834 latency=50.7s
2026-07-14 14:41:50,816 WARNING [20260714_143716_033e39] agent.tool_executor: Tool skill_manage returned error (0.02s): {"success": false, "error": "Refusing background curator patch for skill 'research-critism': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, o
2026-07-14 14:41:50,854 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3465 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:41:57,348 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3465 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:41:57,348 INFO [20260714_143716_033e39] agent.conversation_loop: API call #3: model=default provider=custom in=93542 out=90 total=93632 latency=6.5s cache=86784/93542 (93%)
2026-07-14 14:41:57,400 WARNING [20260714_143716_033e39] tools.skills_tool: Skill name collision for 'research-critism': 2 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/SKILL.md
2026-07-14 14:41:57,401 WARNING [20260714_143716_033e39] agent.tool_executor: Tool skill_view returned error (0.05s): {"success": false, "error": "Ambiguous skill name 'research-critism': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", 
2026-07-14 14:41:57,437 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3466 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:42:00,225 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3466 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:42:00,226 INFO [20260714_143716_033e39] agent.conversation_loop: API call #4: model=default provider=custom in=93730 out=97 total=93827 latency=2.8s cache=91520/93730 (98%)
2026-07-14 14:42:00,345 INFO [20260714_143716_033e39] agent.tool_executor: tool skill_view completed (0.11s, 5862 chars)
2026-07-14 14:42:00,421 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3467 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:42:01,872 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3463 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:42:01,873 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=86726 out=798 total=87524 latency=64.5s cache=77119/86726 (89%)
2026-07-14 14:42:01,933 WARNING [20260712_081412_654c5f58] tools.skills_tool: Skill name collision for 'research/research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-14 14:42:01,934 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.06s): {"success": false, "error": "Ambiguous skill name 'research/research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorize
2026-07-14 14:42:01,975 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3468 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:42:10,536 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3468 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:42:10,538 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #3: model=default provider=custom in=99525 out=553 total=100078 latency=8.6s cache=5504/99525 (6%)
2026-07-14 14:42:10,540 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.00s): {"success": false, "error": "Skill name must be a relative path within the skills directory.", "hint": "Use a skill name or relative path within the skills directory."}
2026-07-14 14:42:10,601 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3469 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:42:12,543 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3467 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:42:12,543 INFO [20260714_143716_033e39] agent.conversation_loop: API call #5: model=default provider=custom in=95952 out=1334 total=97286 latency=12.2s cache=91648/95952 (96%)
2026-07-14 14:42:12,548 WARNING [20260714_143716_033e39] agent.tool_executor: Tool patch returned error (0.00s): {"error": "Background review denied non-whitelisted tool: patch. Only memory/skill tools are allowed."}
2026-07-14 14:42:12,587 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3470 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:42:13,185 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3469 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:42:13,185 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #4: model=default provider=custom in=99652 out=64 total=99716 latency=2.6s cache=97408/99652 (98%)
2026-07-14 14:42:13,246 WARNING [20260712_081412_654c5f58] tools.skills_tool: Skill name collision for 'research/research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-14 14:42:13,246 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.06s): {"success": false, "error": "Ambiguous skill name 'research/research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorize
2026-07-14 14:42:13,289 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3471 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:42:16,965 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3471 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:42:16,967 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #5: model=default provider=custom in=99969 out=243 total=100212 latency=3.7s cache=97536/99969 (98%)
2026-07-14 14:42:16,971 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool read_file returned error (0.00s): {"error": "Background review denied non-whitelisted tool: read_file. Only memory/skill tools are allowed."}
2026-07-14 14:42:16,973 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool read_file returned error (0.00s): {"error": "Background review denied non-whitelisted tool: read_file. Only memory/skill tools are allowed."}
2026-07-14 14:42:17,029 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3472 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:42:20,503 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3472 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:42:20,504 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #6: model=default provider=custom in=100216 out=62 total=100278 latency=3.5s cache=97920/100216 (98%)
2026-07-14 14:42:20,576 WARNING [20260712_081412_654c5f58] tools.skills_tool: Skill name collision for 'research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-14 14:42:20,579 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.07s): {"success": false, "error": "Ambiguous skill name 'research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.",
2026-07-14 14:42:20,636 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3473 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:42:21,046 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3470 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:42:21,047 INFO [20260714_143716_033e39] agent.conversation_loop: API call #6: model=default provider=custom in=96871 out=941 total=97812 latency=8.5s cache=93824/96871 (97%)
2026-07-14 14:42:21,093 INFO [20260714_143716_033e39] agent.tool_executor: tool skill_manage completed (0.04s, 536 chars)
2026-07-14 14:42:21,130 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3474 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:42:22,409 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3474 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:42:22,410 INFO [20260714_143716_033e39] agent.conversation_loop: API call #7: model=default provider=custom in=89528 out=4 total=89532 latency=1.3s
2026-07-14 14:42:22,415 INFO [20260714_143716_033e39] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=7/16 budget=7/16 tool_turns=22 last_msg_role=assistant response_len=16 session=20260714_143716_033e39
2026-07-14 14:42:22,419 INFO [20260714_143716_033e39] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:42:24,832 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3473 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:42:24,833 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #7: model=default provider=custom in=100529 out=210 total=100739 latency=4.2s cache=98176/100529 (98%)
2026-07-14 14:42:24,856 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.02s): {"success": false, "error": "Refusing background curator patch for skill 'research-pipeline': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, 
2026-07-14 14:42:24,896 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3475 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:42:28,273 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3475 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:42:28,275 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #8: model=default provider=custom in=87970 out=43 total=88013 latency=3.4s cache=81147/87970 (92%)
2026-07-14 14:42:28,330 WARNING [20260712_081412_654c5f58] tools.skills_tool: Skill name collision for 'research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-14 14:42:28,330 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.05s): {"success": false, "error": "Ambiguous skill name 'research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.",
2026-07-14 14:42:28,375 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3476 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:42:29,717 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3476 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:42:29,718 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #9: model=default provider=custom in=88272 out=29 total=88301 latency=1.4s cache=81144/88272 (92%)
2026-07-14 14:42:29,778 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_view completed (0.06s, 1124 chars)
2026-07-14 14:42:29,822 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3477 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:42:31,578 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3477 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:42:31,578 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #10: model=default provider=custom in=88621 out=314 total=88935 latency=1.8s cache=81142/88621 (92%)
2026-07-14 14:42:31,621 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_manage completed (0.04s, 504 chars)
2026-07-14 14:42:31,666 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3478 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:42:47,129 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[576085]
2026-07-14 14:42:47,407 INFO agent.auxiliary_client: Auxiliary auto-detect: using main provider custom (default)
2026-07-14 14:42:50,860 INFO gateway.run: kanban auto-decompose [nv-office]: t_808a82e8 → 2 children
2026-07-14 14:42:50,908 INFO gateway.run: kanban dispatcher [nv-office]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-14 14:43:19,859 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3478 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:43:19,861 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #11: model=default provider=custom in=89088 out=201 total=89289 latency=48.2s cache=81141/89088 (91%)
2026-07-14 14:43:19,868 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=11/16 budget=11/16 tool_turns=74 last_msg_role=assistant response_len=785 session=20260712_081412_654c5f58
2026-07-14 14:43:19,873 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:45:49,110 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (57 chars)
2026-07-14 14:45:49,133 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='rất tốt, theo logic này mà làm tiếp các bước tiếp theo đi' reply_to_id=20 reply_to_text=''
2026-07-14 14:45:49,297 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 14:45:49,382 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=235 msg='[NN Vo] rất tốt, theo logic này mà làm tiếp các bước tiếp theo đi'
2026-07-14 14:45:49,466 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3479 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:45:54,011 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3479 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:45:54,014 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #103: model=default provider=custom in=125080 out=294 total=125374 latency=4.6s cache=123008/125080 (98%)
2026-07-14 14:45:55,825 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (1.79s, 4554 chars)
2026-07-14 14:45:55,934 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3481 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:46:02,821 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3481 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:46:02,821 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #104: model=default provider=custom in=126974 out=547 total=127521 latency=6.9s cache=123008/126974 (97%)
2026-07-14 14:46:02,968 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.12s, 88 chars)
2026-07-14 14:46:03,027 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3483 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:46:07,179 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3483 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:46:07,181 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #105: model=default provider=custom in=127273 out=285 total=127558 latency=4.2s cache=124928/127273 (98%)
2026-07-14 14:46:08,581 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (1.38s, 113 chars)
2026-07-14 14:46:08,635 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3485 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:46:17,405 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3485 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 14:46:17,406 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #106: model=default provider=custom in=114965 out=238 total=115203 latency=8.8s
2026-07-14 14:46:17,431 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/60 budget=4/60 tool_turns=89 last_msg_role=assistant response_len=746 session=20260714_114920_9d9d2d3b
2026-07-14 14:46:17,487 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=28.4s api_calls=4 response=746 chars
2026-07-14 14:46:17,523 INFO gateway.platforms.base: [Telegram] Sending response (746 chars) to -1003707758328
2026-07-14 14:46:51,307 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[576680]
2026-07-14 14:46:51,361 INFO gateway.run: kanban dispatcher [nv-office]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-14 14:49:51,682 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[577141]
2026-07-14 14:49:51,756 INFO gateway.run: kanban dispatcher [nv-office]: spawned=1 reclaimed=0 crashed=1 timed_out=0 promoted=1 auto_blocked=1
2026-07-14 14:51:51,953 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[577680]
2026-07-14 14:53:52,173 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[576188]
2026-07-14 15:40:04,276 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (1261 chars)
2026-07-14 15:40:04,372 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='Tôi đánh giá rất cao kết quả của benchmark_matrix.md và gap_analysis_vn.md khá b' reply_to_id=12 reply_to_text=''
2026-07-14 15:40:05,034 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 15:40:05,164 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=172 msg='[NN Vo] Tôi đánh giá rất cao kết quả của benchmark_matrix.md và gap_analysis_vn....'
2026-07-14 15:40:05,304 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3486 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:40:17,253 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3486 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:40:17,277 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=64 last_msg_role=assistant response_len=2041 session=20260712_081412_654c5f58
2026-07-14 15:40:17,319 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=12.9s api_calls=1 response=2041 chars
2026-07-14 15:40:17,363 INFO gateway.platforms.base: [Telegram] Sending response (2041 chars) to -1003707758328
2026-07-14 15:40:21,395 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (47 chars)
2026-07-14 15:40:21,408 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='đến đâu rồi nhỉ ko thấy bạn chủ động update tôi' reply_to_id=20 reply_to_text=''
2026-07-14 15:40:21,656 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 15:40:21,727 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=243 msg='[NN Vo] đến đâu rồi nhỉ ko thấy bạn chủ động update tôi'
2026-07-14 15:40:21,796 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3487 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:40:24,573 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3487 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:40:24,575 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #107: model=default provider=custom in=114653 out=73 total=114726 latency=2.8s cache=16231/114653 (14%)
2026-07-14 15:40:25,995 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool terminal returned error (1.39s): {"output": "usage: hermes [-h] [--version] [-z PROMPT] [--usage-file PATH] [-m MODEL]\n              [--provider PROVIDER] [-t TOOLSETS] [--resume SESSION]\n              [--continue [SESSION_NAME]] [
2026-07-14 15:40:26,069 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3489 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:40:27,942 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3489 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:40:27,943 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #108: model=default provider=custom in=115206 out=90 total=115296 latency=1.9s cache=109558/115206 (95%)
2026-07-14 15:40:27,996 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.03s, 783 chars)
2026-07-14 15:40:28,053 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3491 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:40:30,984 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3491 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:40:30,986 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #109: model=default provider=custom in=115726 out=423 total=116149 latency=3.0s cache=109553/115726 (95%)
2026-07-14 15:40:31,041 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=3/60 tool_turns=91 last_msg_role=assistant response_len=1405 session=20260714_114920_9d9d2d3b
2026-07-14 15:40:31,070 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=9.7s api_calls=3 response=1405 chars
2026-07-14 15:40:31,131 INFO gateway.platforms.base: [Telegram] Sending response (1405 chars) to -1003707758328
2026-07-14 15:41:01,517 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (15 chars)
2026-07-14 15:41:01,557 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='continue đi nhỉ' reply_to_id=12 reply_to_text=''
2026-07-14 15:41:01,748 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 15:41:01,903 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=174 msg='[NN Vo] continue đi nhỉ'
2026-07-14 15:41:02,031 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3492 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:41:40,824 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3492 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:41:40,826 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #160: model=default provider=custom in=81372 out=1656 total=83028 latency=38.8s
2026-07-14 15:41:41,367 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool execute_code returned error (0.51s): {"status": "error", "output": "\n--- stderr ---\nTraceback (most recent call last):\n  File \"/tmp/hermes_sandbox_hyy656p0/script.py\", line 55, in <module>\n    content = read_file(full_path)['conten
2026-07-14 15:41:41,526 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3508 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:42:05,171 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3508 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:42:05,172 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #161: model=default provider=custom in=82776 out=96 total=82872 latency=23.7s
2026-07-14 15:42:05,322 INFO [20260712_081412_654c5f58] agent.tool_executor: tool execute_code completed (0.11s, 131 chars)
2026-07-14 15:42:05,364 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3512 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:42:08,080 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3512 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:42:08,081 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #162: model=default provider=custom in=82932 out=1181 total=84113 latency=2.7s cache=77073/82932 (93%)
2026-07-14 15:42:08,217 INFO [20260712_081412_654c5f58] agent.tool_executor: tool execute_code completed (0.11s, 140 chars)
2026-07-14 15:42:08,265 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3516 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:42:08,395 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (247 chars)
2026-07-14 15:42:08,418 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='hình như chúng ta đã từng có logic mapping ở đâu đó trong agents.md hay company ' reply_to_id=20 reply_to_text=''
2026-07-14 15:42:08,662 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 15:42:08,744 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=249 msg='[NN Vo] hình như chúng ta đã từng có logic mapping ở đâu đó trong agents.md hay ...'
2026-07-14 15:42:08,809 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3517 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:42:10,149 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3516 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:42:10,149 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #163: model=default provider=custom in=84162 out=161 total=84323 latency=1.9s cache=77079/84162 (92%)
2026-07-14 15:42:10,207 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.04s, 1148 chars)
2026-07-14 15:42:10,262 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3519 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:42:11,464 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3517 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:42:11,465 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #110: model=default provider=custom in=116106 out=333 total=116439 latency=2.7s
2026-07-14 15:42:11,598 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool read_file completed (0.12s, 1978 chars)
2026-07-14 15:42:11,656 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3524 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:42:12,658 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3519 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:42:12,659 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #164: model=default provider=custom in=84687 out=283 total=84970 latency=2.4s cache=77078/84687 (91%)
2026-07-14 15:42:14,072 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (1.39s, 122 chars)
2026-07-14 15:42:14,128 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3526 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:42:15,411 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3524 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:42:15,412 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #111: model=default provider=custom in=116942 out=745 total=117687 latency=3.8s cache=109558/116942 (94%)
2026-07-14 15:42:15,556 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.12s, 158 chars)
2026-07-14 15:42:15,611 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3528 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:42:16,401 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3526 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:42:16,403 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #165: model=default provider=custom in=85023 out=317 total=85340 latency=2.3s cache=77075/85023 (91%)
2026-07-14 15:42:17,216 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool terminal returned error (0.78s): {"output": "usage: hermes kanban [-h] [--board <slug>]\n                     {init,boards,create,swarm,list,ls,show,assign,reclaim,reassign,diagnostics,diag,link,unlink,claim,comment,complete,edit,blo
2026-07-14 15:42:17,292 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3530 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:43:09,057 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3530 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:43:09,058 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #166: model=default provider=custom in=85625 out=219 total=85844 latency=51.8s cache=81132/85625 (95%)
2026-07-14 15:43:09,159 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.08s, 102 chars)
2026-07-14 15:43:09,202 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3532 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:43:11,156 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3532 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:43:11,157 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #167: model=default provider=custom in=85894 out=107 total=86001 latency=2.0s cache=81128/85894 (94%)
2026-07-14 15:43:11,207 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.04s, 751 chars)
2026-07-14 15:43:11,266 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3534 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:43:23,040 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3528 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:43:23,040 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #112: model=default provider=custom in=117749 out=142 total=117891 latency=67.4s
2026-07-14 15:43:23,096 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.04s, 286 chars)
2026-07-14 15:43:23,157 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3536 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:43:31,968 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3534 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:43:31,969 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #168: model=default provider=custom in=86330 out=210 total=86540 latency=20.7s
2026-07-14 15:43:32,101 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.12s, 79 chars)
2026-07-14 15:43:32,147 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3538 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:43:43,436 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3536 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:43:43,436 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #113: model=default provider=custom in=118041 out=90 total=118131 latency=20.3s
2026-07-14 15:43:43,494 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.04s, 1548 chars)
2026-07-14 15:43:43,550 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3540 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:43:49,547 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3538 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:43:49,548 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #169: model=default provider=custom in=86575 out=93 total=86668 latency=17.4s cache=81123/86575 (94%)
2026-07-14 15:43:50,406 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.79s, 493 chars)
2026-07-14 15:43:50,460 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3542 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:43:58,206 INFO gateway.run: kanban dispatcher [nv-office]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-14 15:44:00,801 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3540 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:44:00,803 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #114: model=default provider=custom in=118567 out=111 total=118678 latency=17.3s cache=113613/118567 (96%)
2026-07-14 15:44:00,956 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.06s, 1416 chars)
2026-07-14 15:44:01,029 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3544 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:44:16,814 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (205 chars)
2026-07-14 15:44:16,961 INFO [20260714_114920_9d9d2d3b] run_agent: OpenAI client aborted (stream_interrupt_abort, shared=False, tcp_force_closed=0, deferred_close=stranger_thread) thread=hermes-gateway_1:135523347699392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:44:16,976 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=interrupted_during_api_call model=default api_calls=6/60 budget=6/60 tool_turns=96 last_msg_role=assistant response_len=66 session=20260714_114920_9d9d2d3b
2026-07-14 15:44:17,307 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=261 msg='[NN Vo] pros n cons thực sự của 2 giải pháp a và b là gì. Nếu bm ko có profile h...'
2026-07-14 15:44:17,373 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3545 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:44:20,473 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3542 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:44:20,474 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #170: model=default provider=custom in=82979 out=431 total=83410 latency=30.0s
2026-07-14 15:44:20,586 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_0:135524911138496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:44:20,720 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 15:44:20,769 INFO [20260712_081412_654c5f58] tools.async_delegation: Dispatched async delegation batch deleg_569ff55d (1 task(s), session_key=agent:main:telegram:group:-1003707758328:12)
2026-07-14 15:44:20,770 INFO [20260712_081412_654c5f58] agent.tool_executor: tool delegate_task completed (0.25s, 450 chars)
2026-07-14 15:44:20,788 INFO [20260714_154420_f797d9] agent.turn_context: conversation turn: session=20260714_154420_f797d9 model=default provider=custom platform=subagent history=0 msg='Run Grill-QA data integrity check on benchmark_matrix.md and gap_analysis_vn.md,...'
2026-07-14 15:44:20,855 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3547 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:44:21,280 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3548 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:44:22,627 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3548 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:44:22,628 INFO [20260714_154420_f797d9] agent.conversation_loop: API call #1: model=default provider=custom in=14762 out=248 total=15010 latency=1.4s
2026-07-14 15:44:23,434 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3547 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:44:23,436 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #171: model=default provider=custom in=87471 out=686 total=88157 latency=2.6s cache=81120/87471 (93%)
2026-07-14 15:44:23,453 INFO agent.tool_executor: tool search_files completed (0.81s, 92 chars)
2026-07-14 15:44:23,457 INFO agent.tool_executor: tool search_files completed (0.81s, 91 chars)
2026-07-14 15:44:23,467 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=12/60 budget=9/60 tool_turns=75 last_msg_role=assistant response_len=1906 session=20260712_081412_654c5f58
2026-07-14 15:44:23,497 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=201.9s api_calls=12 response=1906 chars
2026-07-14 15:44:23,506 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3553 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:44:23,547 INFO gateway.platforms.base: [Telegram] Sending response (1906 chars) to -1003707758328
2026-07-14 15:44:25,375 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3553 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:44:25,377 INFO [20260714_154420_f797d9] agent.conversation_loop: API call #2: model=default provider=custom in=14888 out=354 total=15242 latency=1.9s
2026-07-14 15:44:25,529 WARNING [20260714_154420_f797d9] tools.skills_tool: Skill name collision for 'research-critism': 2 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/SKILL.md
2026-07-14 15:44:25,530 WARNING [20260714_154420_f797d9] agent.tool_executor: Tool skill_view returned error (0.13s): {"success": false, "error": "Ambiguous skill name 'research-critism': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", 
2026-07-14 15:44:25,555 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3554 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:44:29,504 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3554 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:44:29,506 INFO [20260714_154420_f797d9] agent.conversation_loop: API call #3: model=default provider=custom in=15049 out=352 total=15401 latency=4.0s cache=8090/15049 (54%)
2026-07-14 15:44:29,580 INFO [20260714_154420_f797d9] agent.tool_executor: tool skills_list completed (0.06s, 19867 chars)
2026-07-14 15:44:29,622 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3555 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:44:31,260 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3555 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:44:31,262 INFO [20260714_154420_f797d9] agent.conversation_loop: API call #4: model=default provider=custom in=20192 out=249 total=20441 latency=1.7s cache=12174/20192 (60%)
2026-07-14 15:44:31,485 INFO agent.tool_executor: tool skill_view completed (0.19s, 6994 chars)
2026-07-14 15:44:31,501 INFO agent.tool_executor: tool skill_view completed (0.21s, 3342 chars)
2026-07-14 15:44:31,538 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3556 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:44:33,416 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3556 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:44:33,417 INFO [20260714_154420_f797d9] agent.conversation_loop: API call #5: model=default provider=custom in=23187 out=198 total=23385 latency=1.9s cache=16242/23187 (70%)
2026-07-14 15:44:33,546 INFO agent.tool_executor: tool read_file completed (0.11s, 23981 chars)
2026-07-14 15:44:33,569 INFO agent.tool_executor: tool read_file completed (0.14s, 40039 chars)
2026-07-14 15:44:33,643 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3565 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:44:35,035 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3565 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:44:35,036 INFO [20260714_154420_f797d9] agent.conversation_loop: API call #6: model=default provider=custom in=43316 out=43 total=43359 latency=1.4s cache=20382/43316 (47%)
2026-07-14 15:44:35,157 INFO [20260714_154420_f797d9] agent.tool_executor: tool read_file completed (0.08s, 477 chars)
2026-07-14 15:44:35,188 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3570 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:44:37,132 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3570 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:44:37,134 INFO [20260714_154420_f797d9] agent.conversation_loop: API call #7: model=default provider=custom in=43529 out=766 total=44295 latency=2.0s cache=36683/43529 (84%)
2026-07-14 15:44:37,758 INFO agent.tool_executor: tool search_files completed (0.60s, 18 chars)
2026-07-14 15:44:37,771 INFO agent.tool_executor: tool search_files completed (0.61s, 3669 chars)
2026-07-14 15:44:37,821 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3575 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:44:39,221 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3575 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:44:39,221 INFO [20260714_154420_f797d9] agent.conversation_loop: API call #8: model=default provider=custom in=44708 out=175 total=44883 latency=1.4s cache=36676/44708 (82%)
2026-07-14 15:44:39,336 INFO [20260714_154420_f797d9] agent.tool_executor: tool search_files completed (0.09s, 18 chars)
2026-07-14 15:44:39,368 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3578 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:44:41,379 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3578 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:44:41,380 INFO [20260714_154420_f797d9] agent.conversation_loop: API call #9: model=default provider=custom in=44799 out=325 total=45124 latency=2.0s cache=40746/44799 (91%)
2026-07-14 15:44:41,505 INFO [20260714_154420_f797d9] agent.tool_executor: tool search_files completed (0.11s, 3160 chars)
2026-07-14 15:44:41,537 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3581 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:44:44,784 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3581 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:44:44,786 INFO [20260714_154420_f797d9] agent.conversation_loop: API call #10: model=default provider=custom in=45790 out=1353 total=47143 latency=3.3s cache=40745/45790 (89%)
2026-07-14 15:44:44,921 INFO agent.tool_executor: tool search_files completed (0.11s, 2717 chars)
2026-07-14 15:44:44,924 INFO agent.tool_executor: tool search_files completed (0.12s, 1220 chars)
2026-07-14 15:44:44,957 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3586 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:44:57,257 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3545 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:44:57,259 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #115: model=default provider=custom in=118956 out=1643 total=120599 latency=39.9s
2026-07-14 15:44:57,286 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=96 last_msg_role=assistant response_len=3166 session=20260714_114920_9d9d2d3b
2026-07-14 15:44:57,322 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=168.9s api_calls=1 response=3166 chars
2026-07-14 15:44:57,356 INFO gateway.platforms.base: [Telegram] Sending response (3166 chars) to -1003707758328
2026-07-14 15:45:17,021 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3586 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:45:17,024 INFO [20260714_154420_f797d9] agent.conversation_loop: API call #11: model=default provider=custom in=47132 out=26 total=47158 latency=32.1s cache=40739/47132 (86%)
2026-07-14 15:45:17,239 INFO [20260714_154420_f797d9] agent.tool_executor: tool search_files completed (0.09s, 81 chars)
2026-07-14 15:45:17,277 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3589 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:45:28,492 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3589 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:45:28,493 INFO [20260714_154420_f797d9] agent.conversation_loop: API call #12: model=default provider=custom in=47193 out=34 total=47227 latency=11.2s cache=40734/47193 (86%)
2026-07-14 15:45:28,643 INFO [20260714_154420_f797d9] agent.tool_executor: tool read_file completed (0.11s, 29574 chars)
2026-07-14 15:45:28,689 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3594 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:45:30,746 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3594 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:45:30,746 INFO [20260714_154420_f797d9] agent.conversation_loop: API call #13: model=default provider=custom in=58012 out=261 total=58273 latency=2.1s
2026-07-14 15:45:30,918 INFO agent.tool_executor: tool write_file completed (0.15s, 215 chars)
2026-07-14 15:45:30,924 INFO agent.tool_executor: tool write_file completed (0.16s, 215 chars)
2026-07-14 15:45:30,947 INFO agent.tool_executor: tool write_file completed (0.18s, 215 chars)
2026-07-14 15:45:30,994 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3613 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:45:33,097 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3613 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:45:33,098 INFO [20260714_154420_f797d9] agent.conversation_loop: API call #14: model=default provider=custom in=58899 out=471 total=59370 latency=2.1s cache=52940/58899 (90%)
2026-07-14 15:45:33,118 INFO [20260714_154420_f797d9] agent.tool_executor: tool todo completed (0.00s, 340 chars)
2026-07-14 15:45:33,151 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3614 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:45:34,793 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3614 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:45:34,794 INFO [20260714_154420_f797d9] agent.conversation_loop: API call #15: model=default provider=custom in=59295 out=259 total=59554 latency=1.7s cache=52933/59295 (89%)
2026-07-14 15:45:34,810 INFO [20260714_154420_f797d9] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=15/50 budget=15/50 tool_turns=14 last_msg_role=assistant response_len=246 session=20260714_154420_f797d9
2026-07-14 15:45:34,831 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=async-delegate_1:135523356092096 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:45:34,886 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:45:34,966 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 15:45:34,992 INFO [20260714_154420_f797d9] agent.turn_context: conversation turn: session=20260714_154420_f797d9 model=default provider=custom platform=subagent history=37 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 15:45:35,022 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3615 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:45:36,501 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3615 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:45:36,502 INFO [20260714_154420_f797d9] agent.conversation_loop: API call #1: model=default provider=custom in=56478 out=21 total=56499 latency=1.5s
2026-07-14 15:45:36,536 INFO gateway.run: Watch pattern notification — injecting for telegram chat=-1003707758328 thread=12
2026-07-14 15:45:36,553 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='[ASYNC DELEGATION BATCH COMPLETE — deleg_569ff55d] A background fan-out of 1 sub' reply_to_id=None reply_to_text=''
2026-07-14 15:45:36,614 INFO [20260714_154420_f797d9] agent.tool_executor: tool skill_view completed (0.11s, 6994 chars)
2026-07-14 15:45:36,657 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3616 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:45:36,874 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 15:45:36,984 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=198 msg='[NN Vo] [ASYNC DELEGATION BATCH COMPLETE — deleg_569ff55d] A background fan-out ...'
2026-07-14 15:45:37,058 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3617 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:45:39,173 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3616 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:45:39,174 INFO [20260714_154420_f797d9] agent.conversation_loop: API call #2: model=default provider=custom in=58569 out=381 total=58950 latency=2.5s
2026-07-14 15:45:39,239 WARNING [20260714_154420_f797d9] agent.tool_executor: Tool skill_manage returned error (0.06s): {"success": false, "error": "Skill 'research:research-critism' not found in active profile 'default'. Use skills_list() to see available skills."}
2026-07-14 15:45:39,268 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3618 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:45:40,726 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3618 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:45:40,727 INFO [20260714_154420_f797d9] agent.conversation_loop: API call #3: model=default provider=custom in=58996 out=10 total=59006 latency=1.5s cache=52965/58996 (90%)
2026-07-14 15:45:40,788 INFO [20260714_154420_f797d9] agent.tool_executor: tool skills_list completed (0.05s, 19867 chars)
2026-07-14 15:45:40,814 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3619 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:45:40,994 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3617 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:45:40,994 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #172: model=default provider=custom in=88718 out=257 total=88975 latency=4.0s cache=81124/88718 (91%)
2026-07-14 15:45:41,276 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.26s, 1788 chars)
2026-07-14 15:45:41,324 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3621 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:45:42,562 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3619 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:45:42,563 INFO [20260714_154420_f797d9] agent.conversation_loop: API call #4: model=default provider=custom in=64139 out=379 total=64518 latency=1.8s
2026-07-14 15:45:42,612 INFO [20260714_154420_f797d9] agent.tool_executor: tool skill_manage completed (0.04s, 406 chars)
2026-07-14 15:45:42,641 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3622 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:45:43,269 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3621 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:45:43,270 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #173: model=default provider=custom in=89480 out=208 total=89688 latency=2.0s cache=85182/89480 (95%)
2026-07-14 15:45:43,344 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.06s, 3436 chars)
2026-07-14 15:45:43,395 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3624 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:45:44,243 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3622 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:45:44,244 INFO [20260714_154420_f797d9] agent.conversation_loop: API call #5: model=default provider=custom in=64645 out=131 total=64776 latency=1.6s
2026-07-14 15:45:44,250 INFO [20260714_154420_f797d9] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=5/16 budget=5/16 tool_turns=18 last_msg_role=assistant response_len=569 session=20260714_154420_f797d9
2026-07-14 15:45:44,255 INFO [20260714_154420_f797d9] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:45:45,179 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3624 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:45:45,180 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #174: model=default provider=custom in=90790 out=224 total=91014 latency=1.8s cache=85188/90790 (94%)
2026-07-14 15:45:45,256 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.04s, 494 chars)
2026-07-14 15:45:45,318 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3626 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:45:46,865 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3626 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:45:46,866 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #175: model=default provider=custom in=91285 out=105 total=91390 latency=1.6s cache=85187/91285 (93%)
2026-07-14 15:45:46,986 INFO agent.tool_executor: tool read_file completed (0.10s, 7499 chars)
2026-07-14 15:45:46,997 INFO agent.tool_executor: tool read_file completed (0.11s, 5882 chars)
2026-07-14 15:45:47,105 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3635 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:45:49,751 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3635 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:45:49,752 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #176: model=default provider=custom in=95562 out=490 total=96052 latency=2.7s cache=89270/95562 (93%)
2026-07-14 15:45:49,798 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.03s, 45 chars)
2026-07-14 15:45:49,846 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3637 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:45:51,916 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3637 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:45:51,918 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #177: model=default provider=custom in=96075 out=131 total=96206 latency=2.1s cache=89269/96075 (93%)
2026-07-14 15:45:51,971 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.03s, 167 chars)
2026-07-14 15:45:52,019 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3639 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:45:53,790 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3639 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:45:53,791 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #178: model=default provider=custom in=96263 out=200 total=96463 latency=1.8s cache=89265/96263 (93%)
2026-07-14 15:45:53,841 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.03s, 45 chars)
2026-07-14 15:45:53,893 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3641 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:45:55,855 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3641 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:45:55,856 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #179: model=default provider=custom in=96486 out=185 total=96671 latency=2.0s cache=89261/96486 (93%)
2026-07-14 15:45:55,939 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.06s, 23553 chars)
2026-07-14 15:45:56,012 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3643 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:45:58,368 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3643 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:45:58,370 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #180: model=default provider=custom in=103168 out=97 total=103265 latency=2.4s cache=93371/103168 (91%)
2026-07-14 15:45:58,460 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.07s, 39122 chars)
2026-07-14 15:45:58,526 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3645 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:46:17,758 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3544 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:46:18,183 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3645 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:46:18,185 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #181: model=default provider=custom in=115029 out=492 total=115521 latency=19.7s cache=97517/115029 (85%)
2026-07-14 15:46:18,306 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.09s, 1659 chars)
2026-07-14 15:46:18,359 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3647 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:46:21,028 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3647 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:46:21,029 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #182: model=default provider=custom in=117847 out=350 total=118197 latency=2.7s cache=16249/117847 (14%)
2026-07-14 15:46:21,104 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.05s, 167 chars)
2026-07-14 15:46:21,174 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3649 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:46:23,695 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3649 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:46:23,697 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #183: model=default provider=custom in=116126 out=124 total=116250 latency=2.5s cache=109703/116126 (94%)
2026-07-14 15:46:23,754 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.04s, 6667 chars)
2026-07-14 15:46:23,808 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3651 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:46:25,430 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3651 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:46:25,431 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #184: model=default provider=custom in=118119 out=339 total=118458 latency=1.6s cache=113776/118119 (96%)
2026-07-14 15:46:25,505 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.04s, 859 chars)
2026-07-14 15:46:25,559 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3653 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:46:27,462 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3653 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:46:27,462 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #185: model=default provider=custom in=118722 out=447 total=119169 latency=1.9s cache=113775/118722 (96%)
2026-07-14 15:46:28,876 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool terminal returned error (1.39s): {"output": "Comment added to t_f53aac8e\nusage: hermes [-h] [--version] [-z PROMPT] [--usage-file PATH] [-m MODEL]\n              [--provider PROVIDER] [-t TOOLSETS] [--resume SESSION]\n              
2026-07-14 15:46:28,932 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3655 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:46:30,285 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3655 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:46:30,286 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #186: model=default provider=custom in=119479 out=119 total=119598 latency=1.4s cache=113775/119479 (95%)
2026-07-14 15:46:31,091 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.78s, 65 chars)
2026-07-14 15:46:31,160 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3657 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:46:32,966 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3657 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:46:32,966 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #187: model=default provider=custom in=119630 out=196 total=119826 latency=1.8s cache=113771/119630 (95%)
2026-07-14 15:46:34,998 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (2.00s, 777 chars)
2026-07-14 15:46:35,096 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3659 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:46:52,298 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3659 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:46:52,300 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #188: model=default provider=custom in=120138 out=291 total=120429 latency=17.2s cache=113769/120138 (95%)
2026-07-14 15:46:54,326 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (1.99s, 480 chars)
2026-07-14 15:46:54,389 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3661 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:46:58,600 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3661 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:46:58,601 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #189: model=default provider=custom in=120661 out=185 total=120846 latency=4.2s cache=81262/120661 (67%)
2026-07-14 15:46:58,809 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.19s, 81 chars)
2026-07-14 15:46:58,887 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3663 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:48:13,398 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (86 chars)
2026-07-14 15:48:13,414 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='ok v tạm thời hãy dùng phương án B, đổi icon để dễ phân biệt đây chỉ là kênh thô' reply_to_id=20 reply_to_text=''
2026-07-14 15:48:13,564 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 15:48:13,643 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=263 msg='[NN Vo] ok v tạm thời hãy dùng phương án B, đổi icon để dễ phân biệt đây chỉ là ...'
2026-07-14 15:48:13,721 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3664 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:48:58,086 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3664 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:48:58,088 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #116: model=default provider=custom in=119939 out=91 total=120030 latency=44.4s cache=113627/119939 (95%)
2026-07-14 15:48:58,289 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool terminal returned error (0.18s): {"output": "{\"ok\": false, \"error\": \"lệnh không rõ: set_icon\"}", "exit_code": 1, "error": null}
2026-07-14 15:48:58,348 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3666 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:50:46,062 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3663 (_call):135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:50:46,065 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #190: model=default provider=custom in=124302 out=712 total=125014 latency=227.2s
2026-07-14 15:50:46,209 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_0:135524911138496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:50:46,308 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 15:50:46,344 INFO [20260712_081412_654c5f58] tools.async_delegation: Dispatched async delegation batch deleg_770b0ef9 (1 task(s), session_key=agent:main:telegram:group:-1003707758328:12)
2026-07-14 15:50:46,344 INFO [20260712_081412_654c5f58] agent.tool_executor: tool delegate_task completed (0.20s, 438 chars)
2026-07-14 15:50:46,352 INFO [20260714_155046_74d6e2] agent.turn_context: conversation turn: session=20260714_155046_74d6e2 model=default provider=custom platform=subagent history=0 msg='RD.BENCH.05.05: Viết Master Benchmark Report cho Việt Nam sử dụng policy_researc...'
2026-07-14 15:50:46,446 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3668 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:50:46,672 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3669 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:52:04,247 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3668 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:52:04,250 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #191: model=default provider=custom in=125145 out=202 total=125347 latency=77.8s
2026-07-14 15:52:04,281 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=20/60 budget=20/60 tool_turns=94 last_msg_role=assistant response_len=711 session=20260712_081412_654c5f58
2026-07-14 15:52:04,316 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=387.8s api_calls=20 response=711 chars
2026-07-14 15:52:04,368 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:52:04,390 INFO gateway.platforms.base: [Telegram] Sending response (711 chars) to -1003707758328
2026-07-14 15:52:04,476 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 15:52:04,508 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=239 msg='Review the conversation above and update two things:  **Memory**: who the user i...'
2026-07-14 15:52:04,571 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3670 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:52:59,644 INFO agent.chat_completion_helpers: Streaming failed before delivery: Error code: 401 - {'error': {'message': '[antigravity/gpt-oss-120b-medium] [400]: {\n  "error": {\n    "code": 400,\n    "message": "Request contains an invalid argument.",\n    " (reset after 2s)'}}
2026-07-14 15:52:59,648 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3666 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:52:59,651 WARNING [20260714_114920_9d9d2d3b] agent.conversation_loop: API call failed (attempt 1/3) error_type=AuthenticationError thread=hermes-gateway_1:135523347699392 provider=custom base_url=http://localhost:20128/v1 model=default summary=HTTP 401: [antigravity/gpt-oss-120b-medium] [400]: {
  "error": {
    "code": 400,
    "message": "Request contains an invalid argument.",
    " (reset after 2s)
2026-07-14 15:53:00,002 ERROR [20260714_114920_9d9d2d3b] agent.conversation_loop: Non-retryable client error: Error code: 401 - {'error': {'message': '[antigravity/gpt-oss-120b-medium] [400]: {\n  "error": {\n    "code": 400,\n    "message": "Request contains an invalid argument.",\n    " (reset after 2s)'}}
2026-07-14 15:53:00,037 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=286.6s api_calls=2 response=161 chars
2026-07-14 15:53:00,089 INFO gateway.platforms.base: [Telegram] Sending response (114 chars) to -1003707758328
2026-07-14 15:53:18,268 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3670 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:53:18,269 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=122432 out=174 total=122606 latency=73.7s
2026-07-14 15:53:18,277 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool memory returned error (0.00s): {"success": false, "error": "After applying all 3 operations, memory would be at 2,257/2,200 chars -- over the limit. Remove or shorten more entries in the same batch (see current_entries below), then
2026-07-14 15:53:18,325 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3671 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:53:21,739 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3671 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:53:21,740 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=123394 out=229 total=123623 latency=3.4s cache=117825/123394 (95%)
2026-07-14 15:53:21,753 INFO [20260712_081412_654c5f58] agent.tool_executor: tool memory completed (0.01s, 212 chars)
2026-07-14 15:53:21,795 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3672 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:53:26,728 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (175 chars)
2026-07-14 15:53:26,741 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='(1) Research Brief hiện đã outdated, cần update (2) Tôi chưa nhận báo cáo là đã ' reply_to_id=12 reply_to_text=''
2026-07-14 15:53:26,986 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 15:53:27,067 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=239 msg='[NN Vo] (1) Research Brief hiện đã outdated, cần update (2) Tôi chưa nhận báo cá...'
2026-07-14 15:53:27,129 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3673 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:53:39,341 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (116 chars)
2026-07-14 15:53:39,366 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='"⚠️ Provider authentication failed. Check the configured credentials; raw provid' reply_to_id=20 reply_to_text=''
2026-07-14 15:53:39,478 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 15:53:39,544 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=266 msg='[System note: A new message has arrived. The conversation history contains pendi...'
2026-07-14 15:53:39,611 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3674 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:53:59,234 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[580076]
2026-07-14 15:54:36,572 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3669 (_call):135524438226624 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:54:36,573 INFO [20260714_155046_74d6e2] agent.conversation_loop: API call #1: model=default provider=custom in=15220 out=1047 total=16267 latency=229.9s
2026-07-14 15:54:36,779 INFO agent.tool_executor: tool read_file completed (0.18s, 23981 chars)
2026-07-14 15:54:36,784 INFO agent.tool_executor: tool read_file completed (0.18s, 6020 chars)
2026-07-14 15:54:36,840 INFO agent.tool_executor: tool read_file completed (0.23s, 100557 chars)
2026-07-14 15:54:36,852 INFO agent.tool_executor: tool read_file completed (0.25s, 39418 chars)
2026-07-14 15:54:36,911 INFO agent.tool_executor: tool skill_view completed (0.29s, 63169 chars)
2026-07-14 15:54:37,070 INFO [20260714_155046_74d6e2] tools.tool_result_storage: Persisted large tool result: __budget_enforcement__ (read_file-1784037276181-3, 100557 chars -> /tmp/hermes-results/read_file-1784037276181-3.txt)
2026-07-14 15:54:37,071 INFO [20260714_155046_74d6e2] tools.tool_result_storage: Budget enforcement: persisted tool result read_file-1784037276181-3 (100557 chars)
2026-07-14 15:54:37,098 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3693 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:55:33,169 INFO agent.chat_completion_helpers: Streaming failed before delivery: Error code: 400 - {'error': {'message': '[codex/gpt-5.3-codex-spark] [400]: {"detail":"The \'gpt-5.3-codex-spark\' model is not supported when using Codex with a ChatGPT account."} (reset after 17s)'}}
2026-07-14 15:55:33,172 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3693 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:55:33,175 WARNING [20260714_155046_74d6e2] agent.conversation_loop: API call failed (attempt 1/3) error_type=BadRequestError thread=ThreadPoolExecutor-179_0:135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default summary=HTTP 400: [codex/gpt-5.3-codex-spark] [400]: {"detail":"The 'gpt-5.3-codex-spark' model is not supported when using Codex with a ChatGPT account."} (reset after 17s)
2026-07-14 15:55:33,346 ERROR [20260714_155046_74d6e2] agent.conversation_loop: [subagent-0] Non-retryable client error: Error code: 400 - {'error': {'message': '[codex/gpt-5.3-codex-spark] [400]: {"detail":"The \'gpt-5.3-codex-spark\' model is not supported when using Codex with a ChatGPT account."} (reset after 17s)'}}
2026-07-14 15:55:33,363 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=async-delegate_0:135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:55:34,898 INFO gateway.run: Watch pattern notification — injecting for telegram chat=-1003707758328 thread=12
2026-07-14 15:55:37,479 INFO agent.chat_completion_helpers: Streaming failed before delivery: Error code: 401 - {'error': {'message': '[codex/gpt-5.3-codex-review] [401]: {\n  "error": {\n    "message": "Your authentication token has been invalidated. Please try sig (reset after 12s)'}}
2026-07-14 15:55:37,480 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3674 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:55:37,481 WARNING [20260714_114920_9d9d2d3b] agent.conversation_loop: API call failed (attempt 1/3) error_type=AuthenticationError thread=hermes-gateway_1:135523347699392 provider=custom base_url=http://localhost:20128/v1 model=default summary=HTTP 401: [codex/gpt-5.3-codex-review] [401]: {
  "error": {
    "message": "Your authentication token has been invalidated. Please try sig (reset after 12s)
2026-07-14 15:55:37,886 ERROR [20260714_114920_9d9d2d3b] agent.conversation_loop: Non-retryable client error: Error code: 401 - {'error': {'message': '[codex/gpt-5.3-codex-review] [401]: {\n  "error": {\n    "message": "Your authentication token has been invalidated. Please try sig (reset after 12s)'}}
2026-07-14 15:55:37,910 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=118.5s api_calls=1 response=157 chars
2026-07-14 15:55:37,944 INFO gateway.platforms.base: [Telegram] Sending response (114 chars) to -1003707758328
2026-07-14 15:56:27,529 INFO agent.chat_completion_helpers: Streaming failed before delivery: Error code: 401 - {'error': {'message': '[codex/gpt-5.3-codex-xhigh] [400]: {"detail":"The \'gpt-5.3-codex\' model is not supported when using Codex with a ChatGPT account."} (reset after 5s)'}}
2026-07-14 15:56:27,532 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3672 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:56:27,539 WARNING [20260712_081412_654c5f58] agent.conversation_loop: API call failed (attempt 1/3) error_type=AuthenticationError thread=bg-review:135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default summary=HTTP 401: [codex/gpt-5.3-codex-xhigh] [400]: {"detail":"The 'gpt-5.3-codex' model is not supported when using Codex with a ChatGPT account."} (reset after 5s)
2026-07-14 15:56:27,917 ERROR [20260712_081412_654c5f58] agent.conversation_loop: Non-retryable client error: Error code: 401 - {'error': {'message': '[codex/gpt-5.3-codex-xhigh] [400]: {"detail":"The \'gpt-5.3-codex\' model is not supported when using Codex with a ChatGPT account."} (reset after 5s)'}}
2026-07-14 15:56:27,919 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:56:31,072 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (19 chars)
2026-07-14 15:56:31,086 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='đang gặp lỗi gì vậy' reply_to_id=20 reply_to_text=''
2026-07-14 15:56:31,289 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 15:56:31,370 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=267 msg='[NN Vo] đang gặp lỗi gì vậy'
2026-07-14 15:56:31,390 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260714_114920_9d9d2d3b)
2026-07-14 15:56:31,439 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3694 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:56:37,287 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3694 (_call):135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:56:37,288 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #117: model=default provider=custom in=120290 out=19 total=120309 latency=5.9s cache=4057/120290 (3%)
2026-07-14 15:56:37,342 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=97 last_msg_role=assistant response_len=67 session=20260714_114920_9d9d2d3b
2026-07-14 15:56:37,372 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=6.3s api_calls=1 response=67 chars
2026-07-14 15:56:37,452 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:56:37,473 INFO gateway.platforms.base: [Telegram] Sending response (67 chars) to -1003707758328
2026-07-14 15:56:37,688 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 15:56:37,727 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=268 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 15:56:37,800 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3695 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:56:41,798 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3695 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:56:41,798 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #1: model=default provider=custom in=121262 out=445 total=121707 latency=4.0s
2026-07-14 15:56:41,884 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool skill_manage returned error (0.08s): {"success": false, "error": "Skill 'operate' not found in active profile 'default'. Use skills_list() to see available skills."}
2026-07-14 15:56:41,930 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3696 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:56:57,898 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (158 chars)
2026-07-14 15:56:57,929 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='thì đúng rồi :))) sửa đi, sao lại báo lỗi "⚠️ Provider authentication failed. Ch' reply_to_id=20 reply_to_text=''
2026-07-14 15:56:58,120 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 15:56:58,183 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=269 msg='[NN Vo] thì đúng rồi :))) sửa đi, sao lại báo lỗi "⚠️ Provider authentication fa...'
2026-07-14 15:56:58,210 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260714_114920_9d9d2d3b)
2026-07-14 15:56:58,258 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3697 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:57:03,513 WARNING hermes_plugins.telegram_platform.adapter: [Telegram] Polling heartbeat probe failed (); triggering reconnect
2026-07-14 15:57:03,514 WARNING hermes_plugins.telegram_platform.adapter: [Telegram] Telegram network error (attempt 1/10), reconnecting in 5s. Error: 
2026-07-14 15:57:11,841 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Telegram polling resumed after network error (attempt 1)
2026-07-14 15:57:33,887 INFO agent.chat_completion_helpers: Streaming failed before delivery: Error code: 401 - {'error': {'message': '[codex/gpt-5.3-codex-xhigh-review] [401]: {\n  "error": {\n    "message": "Your authentication token has been invalidated. Please try signing in again.",\n    "type": "invalid_request_error",\n    "code": "token_invalidated",\n    "param": null\n  },\n  "status": 401\n} (reset after 30s)'}}
2026-07-14 15:57:33,887 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3673 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:57:33,891 WARNING [20260712_081412_654c5f58] agent.conversation_loop: API call failed (attempt 1/3) error_type=AuthenticationError thread=hermes-gateway_0:135524911138496 provider=custom base_url=http://localhost:20128/v1 model=default summary=HTTP 401: [codex/gpt-5.3-codex-xhigh-review] [401]: {
  "error": {
    "message": "Your authentication token has been invalidated. Please try signing in again.",
    "type": "invalid_request_error",
    "code": "token_invalidated",
    "param": null
  },
  "status": 401
} (reset after 30s)
2026-07-14 15:57:34,324 ERROR [20260712_081412_654c5f58] agent.conversation_loop: Non-retryable client error: Error code: 401 - {'error': {'message': '[codex/gpt-5.3-codex-xhigh-review] [401]: {\n  "error": {\n    "message": "Your authentication token has been invalidated. Please try signing in again.",\n    "type": "invalid_request_error",\n    "code": "token_invalidated",\n    "param": null\n  },\n  "status": 401\n} (reset after 30s)'}}
2026-07-14 15:57:34,339 INFO gateway.run: Queued follow-up for session agent:main:telegram:group:-1003707758328:12: final stream delivery not confirmed; sending first response before continuing.
2026-07-14 15:57:35,364 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=240 msg='[NN Vo] [ASYNC DELEGATION BATCH COMPLETE — deleg_770b0ef9] A background fan-out ...'
2026-07-14 15:57:35,389 INFO [20260712_081412_654c5f58] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260712_081412_654c5f58)
2026-07-14 15:57:35,447 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3698 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:57:48,637 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3698 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:57:48,638 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #192: model=default provider=custom in=122348 out=328 total=122676 latency=13.2s
2026-07-14 15:57:48,729 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.06s, 158 chars)
2026-07-14 15:57:48,789 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3700 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:58:00,897 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (337 chars)
2026-07-14 15:58:00,917 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tôi đang gặp lỗi  HTTP 401: [codex/gpt-5.3-codex-xhigh-review] [401]: {   "error' reply_to_id=18 reply_to_text=''
2026-07-14 15:58:01,163 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 15:58:01,258 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=151 msg='[NN Vo] tôi đang gặp lỗi  HTTP 401: [codex/gpt-5.3-codex-xhigh-review] [401]: { ...'
2026-07-14 15:58:01,352 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3701 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:59:24,315 INFO agent.chat_completion_helpers: Streaming failed before delivery: Error code: 401 - {'error': {'message': '[codex/gpt-5.5] [401]: {\n  "error": {\n    "message": "Your authentication token has been invalidated. Please try sig (reset after 10s)'}}
2026-07-14 15:59:24,317 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3697 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:59:24,318 WARNING [20260714_114920_9d9d2d3b] agent.conversation_loop: API call failed (attempt 1/3) error_type=AuthenticationError thread=hermes-gateway_1:135523347699392 provider=custom base_url=http://localhost:20128/v1 model=default summary=HTTP 401: [codex/gpt-5.5] [401]: {
  "error": {
    "message": "Your authentication token has been invalidated. Please try sig (reset after 10s)
2026-07-14 15:59:24,703 ERROR [20260714_114920_9d9d2d3b] agent.conversation_loop: Non-retryable client error: Error code: 401 - {'error': {'message': '[codex/gpt-5.5] [401]: {\n  "error": {\n    "message": "Your authentication token has been invalidated. Please try sig (reset after 10s)'}}
2026-07-14 15:59:24,719 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=146.8s api_calls=1 response=144 chars
2026-07-14 15:59:24,757 INFO gateway.platforms.base: [Telegram] Sending response (114 chars) to -1003707758328
2026-07-14 15:59:24,985 INFO agent.chat_completion_helpers: Streaming failed before delivery: Error code: 429 - {'error': {'message': '[codex/gpt-5.5-review] [401]: {\n  "error": {\n    "message": "Your authentication token has been invalidated. Please try sig (reset after 9s)'}}
2026-07-14 15:59:24,988 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3700 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:59:24,990 WARNING [20260712_081412_654c5f58] agent.conversation_loop: API call failed (attempt 1/3) error_type=RateLimitError thread=hermes-gateway_0:135524911138496 provider=custom base_url=http://localhost:20128/v1 model=default summary=HTTP 429: [codex/gpt-5.5-review] [401]: {
  "error": {
    "message": "Your authentication token has been invalidated. Please try sig (reset after 9s)
2026-07-14 15:59:24,991 WARNING [20260712_081412_654c5f58] agent.conversation_loop: Retrying API call in 2.7652919692748386s (attempt 1/3) thread=hermes-gateway_0:135524911138496 provider=custom base_url=http://localhost:20128/v1 model=default policy=default error=Error code: 429 - {'error': {'message': '[codex/gpt-5.5-review] [401]: {\n  "error": {\n    "message": "Your authentication token has been invalidated. Please try sig (reset after 9s)'}}
2026-07-14 15:59:25,314 INFO agent.chat_completion_helpers: Streaming failed before delivery: Error code: 400 - {'error': {'message': '[429]: {"type":"error","error":{"type":"FreeUsageLimitError","message":"Rate limit exceeded. Please try again later."},"metadata":{}}'}}
2026-07-14 15:59:25,314 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3701 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:59:25,317 WARNING [20260710_094439_1cb443b1] agent.conversation_loop: API call failed (attempt 1/3) error_type=BadRequestError thread=hermes-gateway_2:135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default summary=HTTP 400: [429]: {"type":"error","error":{"type":"FreeUsageLimitError","message":"Rate limit exceeded. Please try again later."},"metadata":{}}
2026-07-14 15:59:25,317 WARNING [20260710_094439_1cb443b1] agent.conversation_loop: Retrying API call in 2.692270444044956s (attempt 1/3) thread=hermes-gateway_2:135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default policy=default error=Error code: 400 - {'error': {'message': '[429]: {"type":"error","error":{"type":"FreeUsageLimitError","message":"Rate limit exceeded. Please try again later."},"metadata":{}}'}}
2026-07-14 15:59:27,821 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3702 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:59:28,145 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3703 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:59:30,257 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3703 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 15:59:30,259 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #200: model=default provider=custom in=80712 out=46 total=80758 latency=88.9s cache=4061/80712 (5%)
2026-07-14 15:59:30,906 WARNING hermes_cli.copilot_auth: Token from GITHUB_TOKEN is not supported: Classic Personal Access Tokens (ghp_*) are not supported by the Copilot API. Use one of:
  → `copilot login` or `hermes model` to authenticate via OAuth
  → A fine-grained PAT (github_pat_*) with Copilot Requests permission
  → `gh auth login` with the default device code flow (produces gho_* tokens)
2026-07-14 15:59:32,091 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (1.79s, 124 chars)
2026-07-14 15:59:32,140 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3705 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:00:26,749 INFO agent.chat_completion_helpers: Streaming failed before delivery: Error code: 401 - {'error': {'message': '[codex/gpt-5.4-mini] [401]: {\n  "error": {\n    "message": "Your authentication token has been invalidated. Please try sig (reset after 23s)'}}
2026-07-14 16:00:26,749 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3696 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:00:26,751 WARNING [20260714_114920_9d9d2d3b] agent.conversation_loop: API call failed (attempt 1/3) error_type=AuthenticationError thread=bg-review:135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default summary=HTTP 401: [codex/gpt-5.4-mini] [401]: {
  "error": {
    "message": "Your authentication token has been invalidated. Please try sig (reset after 23s)
2026-07-14 16:00:27,180 ERROR [20260714_114920_9d9d2d3b] agent.conversation_loop: Non-retryable client error: Error code: 401 - {'error': {'message': '[codex/gpt-5.4-mini] [401]: {\n  "error": {\n    "message": "Your authentication token has been invalidated. Please try sig (reset after 23s)'}}
2026-07-14 16:00:27,181 INFO [20260714_114920_9d9d2d3b] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:01:01,967 INFO cron.scheduler: Job 'cf6e57640673': delivered to telegram:-1003707758328 via live adapter
2026-07-14 16:01:59,844 INFO agent.chat_completion_helpers: Streaming failed before delivery: Error code: 400 - {'error': {'message': '[gemini/gemini-2.5-flash-lite] [429]: {\n  "error": {\n    "code": 429,\n    "message": "You exceeded your current quota, please check your plan and billing details. For more information on this error, head to: https://ai.google.dev/gemini-api/docs/rate-limits. To monitor your current usage, head to: https://ai.dev/rate-limit. \\n* Quota exceeded for metric: generativelanguage.googleapis.com/generate_content_free_tier_requests, limit: 20, model: gemini-2.5-flash-lite\\nPlease retry in 192.307434ms.",\n    "status": "RESOURCE_EXHAUSTED",\n    "details": [\n      {\n        "@type": "type.googleapis.com/google.rpc.Help",\n        "links": [\n          {\n            "description": "Learn more about Gemini API quotas",\n            "url": "https://ai.google.dev/gemini-api/docs/rate-limits"\n          }\n        ]\n      },\n      {\n        "@type": "type.googleapis.com/google.rpc.QuotaFailure",\n        "violations": [\n          {\n            "quotaMetric": "generativelanguage.googleapis.com/generate_content_free_tier_requests",\n            "quotaId": "GenerateRequestsPerDayPerProjectPerModel-FreeTier",\n            "quotaDimensions": {\n              "location": "global",\n              "model": "gemini-2.5-flash-lite"\n            },\n            "quotaValue": "20"\n          }\n        ]\n      },\n      {\n        "@type": "type.googleapis.com/google.rpc.RetryInfo",\n        "retryDelay": "0s"\n      }\n    ]\n  }\n}\n (reset after 37s)'}}
2026-07-14 16:01:59,844 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3702 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:01:59,845 WARNING [20260712_081412_654c5f58] agent.conversation_loop: API call failed (attempt 2/3) error_type=BadRequestError thread=hermes-gateway_0:135524911138496 provider=custom base_url=http://localhost:20128/v1 model=default summary=HTTP 400: [gemini/gemini-2.5-flash-lite] [429]: {
  "error": {
    "code": 429,
    "message": "You exceeded your current quota, please check your plan and billing details. For more information on this error, head to: https://ai.google.dev/gemini-api/docs/rate-limits. To monitor your current usage, head to: h
2026-07-14 16:01:59,850 WARNING [20260712_081412_654c5f58] agent.conversation_loop: Retrying API call in 4.335713423405766s (attempt 2/3) thread=hermes-gateway_0:135524911138496 provider=custom base_url=http://localhost:20128/v1 model=default policy=default error=Error code: 400 - {'error': {'message': '[gemini/gemini-2.5-flash-lite] [429]: {\n  "error": {\n    "code": 429,\n    "message": "You exceeded your current quota, please check your plan and billing details. For more information on this error, head to: https://ai.google.dev/gemini-api/docs/rate-limits. To monitor your current usage, head to: https://ai.dev/rate-limit. \\n* Quota exceeded for metric: generativelanguage.googleapis.com/generate_content_free_tier_requests, limit: 20, model: gemini-2.5-flash-lite\\nPlease retry in 192.307434ms.",\n    "status": "RESOURCE_EXHAUSTED",\n    "details": [\n      {\n        "@type": "type.googleapis.com/google.rpc.Help",\n        "links": [\n          {\n            "description": "Learn more about Gemini API quotas",\n            "url": "https://ai.google.dev/gemini-api/docs/rate-limits"\n          }\n        ]\n      },\n      {\n        "@type": "type.googleapis.com/google.rpc.QuotaFailure",\n        "violations": [\n          {\n            "quotaMetric": "generativelanguage.googleapis.com/generate_content_free_tier_requests",\n            "quotaId": "GenerateRequestsPerDayPerProjectPerModel-FreeTier",\n            "quotaDimensions": {\n              "location": "global",\n              "model": "gemini-2.5-flash-lite"\n            },\n            "quotaValue": "20"\n          }\n        ]\n      },\n      {\n        "@type": "type.googleapis.com/google.rpc.RetryInfo",\n        "retryDelay": "0s"\n      }\n    ]\n  }\n}\n (reset after 37s)'}}
2026-07-14 16:02:04,279 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3706 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:02:15,968 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3706 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:02:15,971 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #193: model=default provider=custom in=122924 out=527 total=123451 latency=267.2s cache=4062/122924 (3%)
2026-07-14 16:02:16,153 INFO [20260712_081412_654c5f58] agent.tool_executor: tool execute_code completed (0.11s, 116 chars)
2026-07-14 16:02:16,231 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3710 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:05:01,286 INFO agent.chat_completion_helpers: Streaming failed before delivery: Error code: 400 - {'error': {'message': '[gemini/gemini-3-flash-preview] [429]: {\n  "error": {\n    "code": 429,\n    "message": "You exceeded your current quota, please check your plan and billing details. For more information on this error, head to: https://ai.google.dev/gemini-api/docs/rate-limits. To monitor your current usage, head to: https://ai.dev/rate-limit. \\n* Quota exceeded for metric: generativelanguage.googleapis.com/generate_content_free_tier_requests, limit: 20, model: gemini-3-flash\\nPlease retry in 58.751775968s.",\n    "status": "RESOURCE_EXHAUSTED",\n    "details": [\n      {\n        "@type": "type.googleapis.com/google.rpc.Help",\n        "links": [\n          {\n            "description": "Learn more about Gemini API quotas",\n            "url": "https://ai.google.dev/gemini-api/docs/rate-limits"\n          }\n        ]\n      },\n      {\n        "@type": "type.googleapis.com/google.rpc.QuotaFailure",\n        "violations": [\n          {\n            "quotaMetric": "generativelanguage.googleapis.com/generate_content_free_tier_requests",\n            "quotaId": "GenerateRequestsPerDayPerProjectPerModel-FreeTier",\n            "quotaDimensions": {\n              "location": "global",\n              "model": "gemini-3-flash"\n            },\n            "quotaValue": "20"\n          }\n        ]\n      },\n      {\n        "@type": "type.googleapis.com/google.rpc.RetryInfo",\n        "retryDelay": "58s"\n      }\n    ]\n  }\n}\n (reset after 1m 59s)'}}
2026-07-14 16:05:01,299 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3705 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:05:01,311 WARNING [20260710_094439_1cb443b1] agent.conversation_loop: API call failed (attempt 1/3) error_type=BadRequestError thread=hermes-gateway_2:135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default summary=HTTP 400: [gemini/gemini-3-flash-preview] [429]: {
  "error": {
    "code": 429,
    "message": "You exceeded your current quota, please check your plan and billing details. For more information on this error, head to: https://ai.google.dev/gemini-api/docs/rate-limits. To monitor your current usage, head to: 
2026-07-14 16:05:01,329 WARNING [20260710_094439_1cb443b1] agent.conversation_loop: Retrying API call in 2.8506985786419827s (attempt 1/3) thread=hermes-gateway_2:135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default policy=default error=Error code: 400 - {'error': {'message': '[gemini/gemini-3-flash-preview] [429]: {\n  "error": {\n    "code": 429,\n    "message": "You exceeded your current quota, please check your plan and billing details. For more information on this error, head to: https://ai.google.dev/gemini-api/docs/rate-limits. To monitor your current usage, head to: https://ai.dev/rate-limit. \\n* Quota exceeded for metric: generativelanguage.googleapis.com/generate_content_free_tier_requests, limit: 20, model: gemini-3-flash\\nPlease retry in 58.751775968s.",\n    "status": "RESOURCE_EXHAUSTED",\n    "details": [\n      {\n        "@type": "type.googleapis.com/google.rpc.Help",\n        "links": [\n          {\n            "description": "Learn more about Gemini API quotas",\n            "url": "https://ai.google.dev/gemini-api/docs/rate-limits"\n          }\n        ]\n      },\n      {\n        "@type": "type.googleapis.com/google.rpc.QuotaFailure",\n        "violations": [\n          {\n            "quotaMetric": "generativelanguage.googleapis.com/generate_content_free_tier_requests",\n            "quotaId": "GenerateRequestsPerDayPerProjectPerModel-FreeTier",\n            "quotaDimensions": {\n              "location": "global",\n              "model": "gemini-3-flash"\n            },\n            "quotaValue": "20"\n          }\n        ]\n      },\n      {\n        "@type": "type.googleapis.com/google.rpc.RetryInfo",\n        "retryDelay": "58s"\n      }\n    ]\n  }\n}\n (reset after 1m 59s)'}}
2026-07-14 16:05:04,385 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3711 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:05:08,989 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3711 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:05:08,992 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #201: model=default provider=custom in=82771 out=364 total=83135 latency=336.9s
2026-07-14 16:05:09,037 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=62 last_msg_role=assistant response_len=1146 session=20260710_094439_1cb443b1
2026-07-14 16:05:09,056 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=428.1s api_calls=2 response=1146 chars
2026-07-14 16:05:09,099 INFO gateway.platforms.base: [Telegram] Sending response (1146 chars) to -1003707758328
2026-07-14 16:05:10,981 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3710 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:05:10,981 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #194: model=default provider=custom in=123461 out=688 total=124149 latency=174.8s cache=117771/123461 (95%)
2026-07-14 16:05:11,142 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.14s, 125 chars)
2026-07-14 16:05:11,225 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3713 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:05:35,129 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3713 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:05:35,130 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #195: model=default provider=custom in=123722 out=226 total=123948 latency=23.9s
2026-07-14 16:05:35,212 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.04s, 9097 chars)
2026-07-14 16:05:35,278 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3715 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:05:37,723 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3715 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:05:37,724 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #196: model=default provider=custom in=126500 out=206 total=126706 latency=2.5s
2026-07-14 16:05:37,785 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.03s, 45 chars)
2026-07-14 16:05:37,879 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3717 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:06:16,985 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3717 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:06:16,986 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #197: model=default provider=custom in=176352 out=1115 total=177467 latency=39.2s
2026-07-14 16:06:17,274 INFO [20260712_081412_654c5f58] agent.tool_executor: tool patch completed (0.25s, 1638 chars)
2026-07-14 16:06:17,281 INFO [20260712_081412_654c5f58] agent.conversation_compression: context compression started: session=20260712_081412_654c5f58 messages=252 tokens=~176,352 model=default focus=None
2026-07-14 16:06:17,362 INFO [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-14 16:07:58,133 INFO [20260712_081412_654c5f58] agent.conversation_compression: context compression done: session=20260712_081412_654c5f58 messages=252->100 rough_tokens=~66,356 awaiting_real_usage=true
2026-07-14 16:07:58,176 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3726 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:08:45,877 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3726 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:08:45,878 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #198: model=default provider=custom in=68940 out=6077 total=75017 latency=47.7s
2026-07-14 16:08:46,127 INFO [20260712_081412_654c5f58] agent.tool_executor: tool write_file completed (0.18s, 322 chars)
2026-07-14 16:08:46,164 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3733 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:09:43,979 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3733 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:09:43,981 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #199: model=default provider=custom in=75127 out=224 total=75351 latency=57.8s
2026-07-14 16:09:46,032 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (2.00s, 1070 chars)
2026-07-14 16:09:46,092 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3735 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:10:42,034 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3735 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:10:42,035 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #200: model=default provider=custom in=75680 out=116 total=75796 latency=56.0s
2026-07-14 16:10:42,853 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.78s, 96 chars)
2026-07-14 16:10:42,908 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3737 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:11:17,586 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3737 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:11:17,587 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #201: model=default provider=custom in=75839 out=257 total=76096 latency=34.7s
2026-07-14 16:11:18,406 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.78s, 719 chars)
2026-07-14 16:11:18,454 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3739 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:11:52,603 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3739 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:11:52,604 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #202: model=default provider=custom in=76354 out=836 total=77190 latency=34.2s
2026-07-14 16:12:05,838 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=11/60 budget=10/60 tool_turns=48 last_msg_role=assistant response_len=2548 session=20260712_081412_654c5f58
2026-07-14 16:12:05,856 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=1119.1s api_calls=11 response=2548 chars
2026-07-14 16:12:05,893 INFO gateway.platforms.base: [Telegram] Sending response (2548 chars) to -1003707758328
2026-07-14 16:13:46,701 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (533 chars)
2026-07-14 16:13:46,722 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='benchmark_matrix.md và research_brief.md có phát hiện mới từ grill-qa cần update' reply_to_id=12 reply_to_text=''
2026-07-14 16:13:46,892 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 16:13:46,973 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=109 msg='[NN Vo] benchmark_matrix.md và research_brief.md có phát hiện mới từ grill-qa cầ...'
2026-07-14 16:13:47,028 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3740 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:14:33,922 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (30 chars)
2026-07-14 16:14:33,936 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='kiểm tra tiến độ, process tiếp' reply_to_id=20 reply_to_text=''
2026-07-14 16:14:34,062 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 16:14:34,124 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=270 msg='[NN Vo] kiểm tra tiến độ, process tiếp'
2026-07-14 16:14:34,147 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Repaired 2 message-alternation violations before request (session=20260714_114920_9d9d2d3b)
2026-07-14 16:14:34,198 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3741 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:16:15,159 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3741 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:16:15,162 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #118: model=default provider=custom in=120170 out=100 total=120270 latency=101.0s
2026-07-14 16:16:15,240 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.05s, 10256 chars)
2026-07-14 16:16:15,340 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3743 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:16:30,591 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3743 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:16:30,593 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #119: model=default provider=custom in=123642 out=333 total=123975 latency=15.3s cache=117673/123642 (95%)
2026-07-14 16:16:31,201 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.58s, 74 chars)
2026-07-14 16:16:31,270 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3745 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:16:33,472 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3740 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:16:33,474 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #203: model=default provider=custom in=77280 out=712 total=77992 latency=166.5s cache=16275/77280 (21%)
2026-07-14 16:16:33,523 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=48 last_msg_role=assistant response_len=2260 session=20260712_081412_654c5f58
2026-07-14 16:16:33,537 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=166.8s api_calls=1 response=2260 chars
2026-07-14 16:16:33,617 INFO gateway.platforms.base: [Telegram] Sending response (2260 chars) to -1003707758328
2026-07-14 16:16:33,878 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3745 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:16:33,878 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #120: model=default provider=custom in=123903 out=235 total=124138 latency=2.6s cache=117666/123903 (95%)
2026-07-14 16:16:53,728 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (19.83s, 7503 chars)
2026-07-14 16:16:53,799 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3747 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:17:53,027 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (507 chars)
2026-07-14 16:17:53,047 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='Hiện tại, các tác vụ reserach và brand monitoring đều đang cần việc search, fetc' reply_to_id=18 reply_to_text=''
2026-07-14 16:17:53,270 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 16:17:53,354 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=155 msg='[NN Vo] Hiện tại, các tác vụ reserach và brand monitoring đều đang cần việc sear...'
2026-07-14 16:17:53,411 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3748 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:18:14,109 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3747 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:18:14,110 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #121: model=default provider=custom in=128026 out=83 total=128109 latency=80.3s cache=121751/128026 (95%)
2026-07-14 16:18:14,733 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.59s, 76 chars)
2026-07-14 16:18:14,742 INFO [20260714_114920_9d9d2d3b] agent.conversation_compression: context compression started: session=20260714_114920_9d9d2d3b messages=277 tokens=~128,026 model=default focus=None
2026-07-14 16:18:14,782 INFO [20260714_114920_9d9d2d3b] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-14 16:18:21,820 INFO [20260714_114920_9d9d2d3b] agent.conversation_compression: context compression done: session=20260714_114920_9d9d2d3b messages=277->166 rough_tokens=~67,341 awaiting_real_usage=true
2026-07-14 16:18:21,868 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3750 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:18:24,459 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3750 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:18:24,460 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #122: model=default provider=custom in=68815 out=272 total=69087 latency=2.6s cache=20256/68815 (29%)
2026-07-14 16:18:24,476 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=5/60 budget=5/60 tool_turns=63 last_msg_role=assistant response_len=244 session=20260714_114920_9d9d2d3b
2026-07-14 16:18:24,511 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=230.6s api_calls=5 response=244 chars
2026-07-14 16:18:24,546 INFO gateway.platforms.base: [Telegram] Sending response (244 chars) to -1003707758328
2026-07-14 16:18:50,943 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (2 chars)
2026-07-14 16:18:50,953 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='ok' reply_to_id=12 reply_to_text=''
2026-07-14 16:18:51,127 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 16:18:51,212 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=111 msg='[NN Vo] ok'
2026-07-14 16:18:51,260 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3751 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:18:59,487 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3751 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:18:59,488 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #204: model=default provider=custom in=77999 out=274 total=78273 latency=8.2s cache=73234/77999 (94%)
2026-07-14 16:19:02,701 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (3.19s, 181 chars)
2026-07-14 16:19:02,753 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3753 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:19:02,894 INFO gateway.run: kanban dispatcher [nv-office]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-14 16:19:05,399 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3753 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:19:05,401 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #205: model=default provider=custom in=78547 out=315 total=78862 latency=2.7s cache=73228/78547 (93%)
2026-07-14 16:19:05,469 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_1:135523347699392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:19:05,579 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 16:19:05,613 INFO [20260712_081412_654c5f58] tools.async_delegation: Dispatched async delegation batch deleg_c34e4bb8 (1 task(s), session_key=agent:main:telegram:group:-1003707758328:12)
2026-07-14 16:19:05,614 INFO [20260712_081412_654c5f58] agent.tool_executor: tool delegate_task completed (0.20s, 413 chars)
2026-07-14 16:19:05,621 INFO [20260714_161905_db78e5] agent.turn_context: conversation turn: session=20260714_161905_db78e5 model=default provider=custom platform=subagent history=0 msg='RD.BENCH.05.04.2: Literature Review & Synthesis: Rà soát, đồng bộ 3 tài liệu the...'
2026-07-14 16:19:05,671 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3755 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:19:05,759 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3756 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:19:06,847 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3756 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:19:06,857 INFO [20260714_161905_db78e5] agent.conversation_loop: API call #1: model=default provider=custom in=14927 out=26 total=14953 latency=1.1s
2026-07-14 16:19:06,936 INFO [20260714_161905_db78e5] agent.tool_executor: tool terminal completed (0.05s, 481 chars)
2026-07-14 16:19:06,967 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3758 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:19:08,147 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3758 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:19:08,148 INFO [20260714_161905_db78e5] agent.conversation_loop: API call #2: model=default provider=custom in=15309 out=85 total=15394 latency=1.2s cache=8098/15309 (53%)
2026-07-14 16:19:08,364 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3755 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:19:08,366 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #206: model=default provider=custom in=79093 out=403 total=79496 latency=2.7s cache=73222/79093 (93%)
2026-07-14 16:19:08,386 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=3/60 tool_turns=50 last_msg_role=assistant response_len=692 session=20260712_081412_654c5f58
2026-07-14 16:19:08,410 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=17.5s api_calls=3 response=692 chars
2026-07-14 16:19:08,465 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:19:08,492 INFO gateway.platforms.base: [Telegram] Sending response (692 chars) to -1003707758328
2026-07-14 16:19:08,624 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 16:19:08,646 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=117 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 16:19:08,685 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3761 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:19:09,041 INFO [20260714_161905_db78e5] agent.tool_executor: tool search_files completed (0.86s, 18 chars)
2026-07-14 16:19:09,085 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3763 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:19:09,220 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (18 chars)
2026-07-14 16:19:09,238 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='ok update it 03 đi' reply_to_id=20 reply_to_text=''
2026-07-14 16:19:09,384 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 16:19:09,482 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=167 msg='[NN Vo] ok update it 03 đi'
2026-07-14 16:19:09,530 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3764 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:19:27,048 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (48 chars)
2026-07-14 16:19:27,059 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tại sao phase 4 lại thực hiện trước phase 3 nhỉ?' reply_to_id=12 reply_to_text=''
2026-07-14 16:19:27,188 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 16:19:27,255 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=117 msg='[NN Vo] tại sao phase 4 lại thực hiện trước phase 3 nhỉ?'
2026-07-14 16:19:27,317 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3765 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:19:29,381 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3764 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:19:29,382 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #123: model=default provider=custom in=68296 out=211 total=68507 latency=19.9s
2026-07-14 16:19:29,491 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3763 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:19:29,492 INFO [20260714_161905_db78e5] agent.conversation_loop: API call #3: model=default provider=custom in=15157 out=115 total=15272 latency=20.4s
2026-07-14 16:19:29,685 INFO agent.tool_executor: tool search_files completed (0.17s, 208 chars)
2026-07-14 16:19:29,699 INFO agent.tool_executor: tool search_files completed (0.18s, 644 chars)
2026-07-14 16:19:29,716 INFO agent.tool_executor: tool search_files completed (0.19s, 186 chars)
2026-07-14 16:19:29,753 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3773 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:19:30,218 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.82s, 5759 chars)
2026-07-14 16:19:30,258 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3774 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:19:31,270 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3773 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:19:31,271 INFO [20260714_161905_db78e5] agent.conversation_loop: API call #4: model=default provider=custom in=15581 out=65 total=15646 latency=1.5s cache=8086/15581 (52%)
2026-07-14 16:19:31,347 INFO [20260714_161905_db78e5] agent.tool_executor: tool search_files completed (0.06s, 879 chars)
2026-07-14 16:19:31,373 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3777 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:19:31,734 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3774 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:19:31,735 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #124: model=default provider=custom in=70476 out=48 total=70524 latency=1.5s cache=64839/70476 (92%)
2026-07-14 16:19:31,869 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool read_file completed (0.10s, 633 chars)
2026-07-14 16:19:31,908 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3782 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:19:32,774 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3777 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:19:32,776 INFO [20260714_161905_db78e5] agent.conversation_loop: API call #5: model=default provider=custom in=15887 out=157 total=16044 latency=1.4s cache=8084/15887 (51%)
2026-07-14 16:19:32,903 INFO agent.tool_executor: tool search_files completed (0.10s, 71 chars)
2026-07-14 16:19:32,944 INFO agent.tool_executor: tool search_files completed (0.14s, 18 chars)
2026-07-14 16:19:32,978 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3788 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:19:33,343 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3765 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:19:33,343 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #207: model=default provider=custom in=79030 out=1672 total=80702 latency=6.1s
2026-07-14 16:19:33,347 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3782 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:19:33,348 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #125: model=default provider=custom in=70814 out=233 total=71047 latency=1.5s cache=64836/70814 (92%)
2026-07-14 16:19:33,372 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=50 last_msg_role=assistant response_len=2049 session=20260712_081412_654c5f58
2026-07-14 16:19:33,393 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=6.3s api_calls=1 response=2049 chars
2026-07-14 16:19:33,432 INFO gateway.platforms.base: [Telegram] Sending response (2049 chars) to -1003707758328
2026-07-14 16:19:33,991 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool patch completed (0.61s, 796 chars)
2026-07-14 16:19:34,034 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3796 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:19:34,276 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3788 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:19:34,278 INFO [20260714_161905_db78e5] agent.conversation_loop: API call #6: model=default provider=custom in=15985 out=37 total=16022 latency=1.3s cache=8077/15985 (51%)
2026-07-14 16:19:34,359 INFO [20260714_161905_db78e5] agent.tool_executor: tool search_files completed (0.07s, 18 chars)
2026-07-14 16:19:34,385 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3799 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:19:35,401 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3796 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:19:35,402 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #126: model=default provider=custom in=71367 out=104 total=71471 latency=1.4s cache=64836/71367 (91%)
2026-07-14 16:19:36,128 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3799 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:19:36,131 INFO [20260714_161905_db78e5] agent.conversation_loop: API call #7: model=default provider=custom in=16038 out=49 total=16087 latency=1.8s cache=8074/16038 (50%)
2026-07-14 16:19:36,753 INFO agent.tool_executor: tool search_files completed (0.60s, 1579 chars)
2026-07-14 16:19:36,796 INFO agent.tool_executor: tool search_files completed (0.64s, 7574 chars)
2026-07-14 16:19:36,858 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3805 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:19:38,425 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (2.99s, 7030 chars)
2026-07-14 16:19:38,495 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3806 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:19:45,992 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3761 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:19:45,994 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=80071 out=1576 total=81647 latency=37.3s
2026-07-14 16:19:46,129 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.13s): {"success": false, "error": "Refusing background curator patch for skill 'research-pipeline': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, 
2026-07-14 16:19:47,169 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.04s): {"success": false, "error": "Refusing background curator patch for skill 'research-critism': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, o
2026-07-14 16:19:47,236 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3807 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:19:55,057 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3806 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:19:55,057 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #127: model=default provider=custom in=73829 out=128 total=73957 latency=16.6s cache=68908/73829 (93%)
2026-07-14 16:19:55,164 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.04s, 3947 chars)
2026-07-14 16:19:55,215 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3809 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:20:06,571 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3807 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:20:06,573 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=80799 out=63 total=80862 latency=19.4s
2026-07-14 16:20:06,902 WARNING tools.skills_tool: Skill name collision for 'research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-14 16:20:06,904 INFO agent.tool_executor: tool skill_view failed (0.33s): {"success": false, "error": "Ambiguous skill name 'research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.",
2026-07-14 16:20:06,906 WARNING tools.skills_tool: Skill name collision for 'research-critism': 2 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/SKILL.md
2026-07-14 16:20:06,907 INFO agent.tool_executor: tool skill_view failed (0.33s): {"success": false, "error": "Ambiguous skill name 'research-critism': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", 
2026-07-14 16:20:06,910 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.33s): {"success": false, "error": "Ambiguous skill name 'research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.",
2026-07-14 16:20:06,910 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.33s): {"success": false, "error": "Ambiguous skill name 'research-critism': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", 
2026-07-14 16:20:06,956 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3810 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:20:14,536 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3805 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:20:14,541 INFO [20260714_161905_db78e5] agent.conversation_loop: API call #8: model=default provider=custom in=22983 out=295 total=23278 latency=37.7s
2026-07-14 16:20:14,765 INFO agent.tool_executor: tool read_file completed (0.19s, 6241 chars)
2026-07-14 16:20:14,792 INFO agent.tool_executor: tool read_file completed (0.18s, 21249 chars)
2026-07-14 16:20:14,805 INFO agent.tool_executor: tool read_file completed (0.23s, 23981 chars)
2026-07-14 16:20:14,828 INFO agent.tool_executor: tool read_file completed (0.24s, 39458 chars)
2026-07-14 16:20:14,935 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3827 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:20:16,954 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3809 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:20:16,956 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #128: model=default provider=custom in=75068 out=264 total=75332 latency=21.8s
2026-07-14 16:20:17,110 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool terminal returned error (0.13s): {"output": "Traceback (most recent call last):\n  File \"<stdin>\", line 13, in <module>\nsqlite3.OperationalError: table alerts has no column named created_at", "exit_code": 1, "error": null}
2026-07-14 16:20:17,164 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3829 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:20:23,764 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3810 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:20:23,766 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #3: model=default provider=custom in=81120 out=63 total=81183 latency=16.8s
2026-07-14 16:20:23,964 WARNING tools.skills_tool: Skill name collision for 'research/research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-14 16:20:23,966 INFO agent.tool_executor: tool skill_view failed (0.20s): {"success": false, "error": "Ambiguous skill name 'research/research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorize
2026-07-14 16:20:23,986 INFO agent.tool_executor: tool skill_view completed (0.21s, 7096 chars)
2026-07-14 16:20:23,989 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.20s): {"success": false, "error": "Ambiguous skill name 'research/research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorize
2026-07-14 16:20:24,036 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3830 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:21:34,544 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3829 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:21:34,546 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #129: model=default provider=custom in=76371 out=344 total=76715 latency=77.4s
2026-07-14 16:21:34,705 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.12s, 304 chars)
2026-07-14 16:21:34,762 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3832 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:21:36,163 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3830 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:21:36,164 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #4: model=default provider=custom in=83529 out=846 total=84375 latency=72.1s
2026-07-14 16:21:36,273 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.11s): {"success": false, "error": "Skill 'research/research-critism' not found in active profile 'default'. Use skills_list() to see available skills."}

[Tool loop warning: same_tool_failure_warning; count
2026-07-14 16:21:36,321 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3833 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:21:36,925 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3832 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:21:36,926 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #130: model=default provider=custom in=76861 out=388 total=77249 latency=2.2s cache=68895/76861 (90%)
2026-07-14 16:21:37,080 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.13s, 65 chars)
2026-07-14 16:21:37,125 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3835 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:21:38,709 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3835 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:21:38,709 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #131: model=default provider=custom in=75925 out=98 total=76023 latency=1.6s cache=68906/75925 (91%)
2026-07-14 16:21:38,940 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3833 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:21:38,941 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #5: model=default provider=custom in=84539 out=10 total=84549 latency=2.6s cache=77280/84539 (91%)
2026-07-14 16:21:39,032 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skills_list completed (0.08s, 19867 chars)
2026-07-14 16:21:39,081 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3837 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:21:39,541 WARNING hermes_cli.plugins: Plugin operate/handoff-task: unknown kind 'command' (valid: backend, exclusive, model-provider, platform, standalone); treating as 'standalone'
2026-07-14 16:21:39,654 INFO hermes_cli.plugins: Plugin 'browser-browser-use' registered browser provider: browser-use
2026-07-14 16:21:39,655 INFO hermes_cli.plugins: Plugin 'browser-browserbase' registered browser provider: browserbase
2026-07-14 16:21:39,656 INFO hermes_cli.plugins: Plugin 'browser-firecrawl' registered browser provider: firecrawl
2026-07-14 16:21:39,819 INFO hermes_cli.plugins: Plugin 'fal' registered image_gen provider: fal
2026-07-14 16:21:39,820 INFO hermes_cli.plugins: Plugin 'krea' registered image_gen provider: krea
2026-07-14 16:21:39,820 INFO hermes_cli.plugins: Plugin 'openai' registered image_gen provider: openai
2026-07-14 16:21:39,822 INFO hermes_cli.plugins: Plugin 'openai-codex' registered image_gen provider: openai-codex
2026-07-14 16:21:39,822 INFO hermes_cli.plugins: Plugin 'openrouter' registered image_gen provider: openrouter
2026-07-14 16:21:39,822 INFO hermes_cli.plugins: Plugin 'openrouter' registered image_gen provider: nous
2026-07-14 16:21:39,824 INFO hermes_cli.plugins: Plugin 'xai' registered image_gen provider: xai
2026-07-14 16:21:39,834 INFO hermes_cli.plugins: Plugin 'fal' registered video_gen provider: fal
2026-07-14 16:21:39,835 INFO hermes_cli.plugins: Plugin 'xai' registered video_gen provider: xai
2026-07-14 16:21:39,837 INFO hermes_cli.plugins: Plugin 'web-brave-free' registered web provider: brave-free
2026-07-14 16:21:39,838 INFO hermes_cli.plugins: Plugin 'web-ddgs' registered web provider: ddgs
2026-07-14 16:21:39,839 INFO hermes_cli.plugins: Plugin 'web-exa' registered web provider: exa
2026-07-14 16:21:39,841 INFO hermes_cli.plugins: Plugin 'web-firecrawl' registered web provider: firecrawl
2026-07-14 16:21:39,842 INFO hermes_cli.plugins: Plugin 'web-parallel' registered web provider: parallel
2026-07-14 16:21:39,843 INFO hermes_cli.plugins: Plugin 'web-searxng' registered web provider: searxng
2026-07-14 16:21:39,844 INFO hermes_cli.plugins: Plugin 'web-tavily' registered web provider: tavily
2026-07-14 16:21:39,847 INFO hermes_cli.plugins: Plugin 'web-xai' registered web provider: xai
2026-07-14 16:21:39,954 WARNING hermes_cli.plugins: Plugin 'ai-os' tried to register command '/handoff' which conflicts with a built-in command. Skipping.
2026-07-14 16:21:39,955 INFO hermes_cli.plugins: Plugin discovery complete: 53 found, 45 enabled
2026-07-14 16:21:40,695 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3748 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:21:40,697 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #202: model=default provider=custom in=81301 out=972 total=82273 latency=227.3s
2026-07-14 16:21:40,722 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=62 last_msg_role=assistant response_len=3443 session=20260710_094439_1cb443b1
2026-07-14 16:21:40,779 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=227.7s api_calls=1 response=3443 chars
2026-07-14 16:21:40,831 INFO gateway.platforms.base: [Telegram] Sending response (3443 chars) to -1003707758328
2026-07-14 16:21:40,960 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3837 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:21:40,961 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #6: model=default provider=custom in=89682 out=20 total=89702 latency=1.9s cache=81376/89682 (91%)
2026-07-14 16:21:41,013 WARNING [20260712_081412_654c5f58] tools.skills_tool: Skill name collision for 'research/research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-14 16:21:41,015 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.05s): {"success": false, "error": "Ambiguous skill name 'research/research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorize
2026-07-14 16:21:41,060 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3838 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:21:43,505 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3838 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:21:43,505 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #7: model=default provider=custom in=89848 out=29 total=89877 latency=2.5s cache=85440/89848 (95%)
2026-07-14 16:21:43,562 WARNING [20260712_081412_654c5f58] tools.skills_tool: Skill name collision for 'research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-14 16:21:43,563 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.05s): {"success": false, "error": "Ambiguous skill name 'research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.",
2026-07-14 16:21:43,601 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3839 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:21:44,985 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3839 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:21:44,987 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #8: model=default provider=custom in=90021 out=43 total=90064 latency=1.4s cache=85435/90021 (95%)
2026-07-14 16:21:44,993 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool read_file returned error (0.00s): {"error": "Background review denied non-whitelisted tool: read_file. Only memory/skill tools are allowed."}
2026-07-14 16:21:45,038 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3840 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:21:48,910 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3840 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:21:48,911 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #9: model=default provider=custom in=90100 out=954 total=91054 latency=3.9s cache=85430/90100 (95%)
2026-07-14 16:21:48,979 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.06s): {"success": false, "error": "Skill 'research/research-critism' not found in active profile 'default'. Use skills_list() to see available skills."}

[Tool loop warning: same_tool_failure_warning; count
2026-07-14 16:21:49,033 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3841 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:21:50,925 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3841 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:21:50,926 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #10: model=default provider=custom in=91218 out=952 total=92170 latency=1.9s cache=85431/91218 (94%)
2026-07-14 16:21:50,948 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.02s): {"success": false, "error": "Refusing background curator patch for skill 'research-critism': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, o
2026-07-14 16:21:50,986 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3842 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:21:52,312 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3842 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:21:52,313 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #11: model=default provider=custom in=92386 out=19 total=92405 latency=1.3s cache=85433/92386 (92%)
2026-07-14 16:21:52,379 WARNING [20260712_081412_654c5f58] tools.skills_tool: Skill name collision for 'research-critism': 2 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/SKILL.md
2026-07-14 16:21:52,380 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.06s): {"success": false, "error": "Ambiguous skill name 'research-critism': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", 
2026-07-14 16:21:52,422 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3843 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:21:54,145 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3843 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:21:54,146 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #12: model=default provider=custom in=92599 out=967 total=93566 latency=1.7s cache=85429/92599 (92%)
2026-07-14 16:21:54,174 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.02s): {"success": false, "error": "File must be under one of: assets, references, scripts, templates. Got: '/root/.hermes/skills/research/research-critism/SKILL.md'"}

[Tool loop warning: same_tool_failure_
2026-07-14 16:21:54,218 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3844 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:21:55,503 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3844 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:21:55,504 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #13: model=default provider=custom in=93740 out=45 total=93785 latency=1.3s cache=89499/93740 (95%)
2026-07-14 16:21:55,553 WARNING [20260712_081412_654c5f58] tools.skills_tool: Skill name collision for 'research-critism': 2 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/SKILL.md
2026-07-14 16:21:55,554 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.05s): {"success": false, "error": "Ambiguous skill name 'research-critism': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", 
2026-07-14 16:21:55,589 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (16.86s, 189 chars)
2026-07-14 16:21:55,613 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3845 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:21:55,698 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3846 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:21:56,676 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3845 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:21:56,679 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #14: model=default provider=custom in=94042 out=32 total=94074 latency=1.1s cache=89495/94042 (95%)
2026-07-14 16:21:56,745 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_view completed (0.06s, 7096 chars)
2026-07-14 16:21:56,788 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3847 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:21:58,320 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3846 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:21:58,321 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #132: model=default provider=custom in=76099 out=103 total=76202 latency=2.7s cache=68902/76099 (91%)
2026-07-14 16:21:59,730 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (1.38s, 106 chars)
2026-07-14 16:21:59,775 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3849 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:22:00,940 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3849 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:22:00,941 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #133: model=default provider=custom in=76244 out=120 total=76364 latency=1.2s cache=68898/76244 (90%)
2026-07-14 16:22:01,788 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool terminal returned error (0.80s): {"output": "usage: hermes kanban [-h] [--board <slug>]\n                     {init,boards,create,swarm,list,ls,show,assign,reclaim,reassign,diagnostics,diag,link,unlink,claim,comment,complete,edit,blo
2026-07-14 16:22:01,922 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3851 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:22:03,326 INFO gateway.run: kanban dispatcher [brand-monitoring]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-14 16:22:05,900 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3851 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:22:05,902 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #134: model=default provider=custom in=76649 out=69 total=76718 latency=4.0s cache=20263/76649 (26%)
2026-07-14 16:22:06,702 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool terminal returned error (0.78s): {"output": "usage: hermes [-h] [--version] [-z PROMPT] [--usage-file PATH] [-m MODEL]\n              [--provider PROVIDER] [-t TOOLSETS] [--resume SESSION]\n              [--continue [SESSION_NAME]] [
2026-07-14 16:22:06,770 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3853 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:22:09,377 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (342 chars)
2026-07-14 16:22:09,393 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='3 giả thuyết này nó thiên về open findings hơn là giả thuyết. Giả thuyết phải bắ' reply_to_id=12 reply_to_text=''
2026-07-14 16:22:09,533 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 16:22:09,606 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=119 msg='[NN Vo] 3 giả thuyết này nó thiên về open findings hơn là giả thuyết. Giả thuyết...'
2026-07-14 16:22:09,670 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3854 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:22:10,761 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3853 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:22:10,762 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #135: model=default provider=custom in=77015 out=224 total=77239 latency=4.0s cache=72874/77015 (95%)
2026-07-14 16:22:11,801 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.99s, 72 chars)
2026-07-14 16:22:11,852 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3856 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:22:12,033 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3854 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:22:12,034 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #208: model=default provider=custom in=79729 out=680 total=80409 latency=2.4s cache=73219/79729 (92%)
2026-07-14 16:22:12,499 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.44s, 50715 chars)
2026-07-14 16:22:12,609 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3858 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:22:23,467 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3856 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:22:23,468 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #136: model=default provider=custom in=77272 out=103 total=77375 latency=11.6s cache=72944/77272 (94%)
2026-07-14 16:22:23,586 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.08s, 3300 chars)
2026-07-14 16:22:23,632 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3860 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:22:26,028 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3860 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:22:26,028 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #137: model=default provider=custom in=78978 out=284 total=79262 latency=2.4s cache=72956/78978 (92%)
2026-07-14 16:22:26,054 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=15/60 budget=15/60 tool_turns=77 last_msg_role=assistant response_len=906 session=20260714_114920_9d9d2d3b
2026-07-14 16:22:26,096 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=196.9s api_calls=15 response=906 chars
2026-07-14 16:22:26,122 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:22:26,138 INFO gateway.platforms.base: [Telegram] Sending response (906 chars) to -1003707758328
2026-07-14 16:22:26,204 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 16:22:26,231 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=197 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 16:22:26,283 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3861 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:22:26,636 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3858 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:22:26,637 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #209: model=default provider=custom in=93037 out=172 total=93209 latency=14.1s cache=77360/93037 (83%)
2026-07-14 16:22:26,772 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.04s, 1541 chars)
2026-07-14 16:22:26,848 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3863 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:22:28,890 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3861 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:22:28,893 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #1: model=default provider=custom in=80404 out=426 total=80830 latency=2.6s cache=20267/80404 (25%)
2026-07-14 16:22:28,991 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool skill_view completed (0.10s, 4114 chars)
2026-07-14 16:22:29,040 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3864 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:22:30,977 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3863 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:22:30,978 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #210: model=default provider=custom in=93658 out=493 total=94151 latency=4.2s cache=89572/93658 (96%)
2026-07-14 16:22:31,034 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.03s, 45 chars)
2026-07-14 16:22:31,084 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3866 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:22:32,459 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3864 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:22:32,460 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #2: model=default provider=custom in=81441 out=1461 total=82902 latency=3.4s cache=77021/81441 (95%)
2026-07-14 16:22:32,492 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool skill_manage completed (0.02s, 534 chars)
2026-07-14 16:22:32,531 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3867 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:22:33,980 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3866 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:22:33,982 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #211: model=default provider=custom in=94174 out=814 total=94988 latency=2.9s cache=89569/94174 (95%)
2026-07-14 16:22:34,124 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.09s, 81 chars)
2026-07-14 16:22:34,183 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3869 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:22:34,339 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3867 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:22:34,343 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #3: model=default provider=custom in=83055 out=293 total=83348 latency=1.8s cache=77031/83055 (93%)
2026-07-14 16:22:34,373 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool skill_manage completed (0.03s, 532 chars)
2026-07-14 16:22:34,429 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3870 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:22:36,334 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3870 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:22:36,336 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #4: model=default provider=custom in=83491 out=224 total=83715 latency=1.9s cache=77029/83491 (92%)
2026-07-14 16:22:36,343 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/16 budget=4/16 tool_turns=80 last_msg_role=assistant response_len=853 session=20260714_114920_9d9d2d3b
2026-07-14 16:22:36,350 INFO [20260714_114920_9d9d2d3b] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:22:36,417 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3869 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:22:36,419 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #212: model=default provider=custom in=95016 out=115 total=95131 latency=2.3s cache=89568/95016 (94%)
2026-07-14 16:22:36,494 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3827 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:22:36,496 INFO [20260714_161905_db78e5] agent.conversation_loop: API call #9: model=default provider=custom in=47647 out=2001 total=49648 latency=141.6s cache=12221/47647 (26%)
2026-07-14 16:22:36,502 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.06s, 2381 chars)
2026-07-14 16:22:36,581 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3873 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:22:36,645 INFO [20260714_161905_db78e5] agent.tool_executor: tool search_files completed (0.09s, 1004 chars)
2026-07-14 16:22:36,681 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3875 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:22:39,167 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3873 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:22:39,169 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #213: model=default provider=custom in=95826 out=338 total=96164 latency=2.6s cache=89567/95826 (93%)
2026-07-14 16:22:39,407 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.21s, 79 chars)
2026-07-14 16:22:39,470 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3877 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:22:41,661 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3877 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:22:41,664 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #214: model=default provider=custom in=96195 out=115 total=96310 latency=2.2s cache=89564/96195 (93%)
2026-07-14 16:22:41,726 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.04s, 1812 chars)
2026-07-14 16:22:41,773 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3879 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:22:43,894 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3879 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:22:43,896 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #215: model=default provider=custom in=96839 out=620 total=97459 latency=2.1s cache=89562/96839 (92%)
2026-07-14 16:22:44,077 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.15s, 63 chars)
2026-07-14 16:22:44,134 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3881 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:22:46,320 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3881 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:22:46,321 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #216: model=default provider=custom in=97485 out=115 total=97600 latency=2.2s
2026-07-14 16:22:46,384 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.04s, 1930 chars)
2026-07-14 16:22:46,470 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3883 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:22:48,760 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3883 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:22:48,761 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #217: model=default provider=custom in=98159 out=130 total=98289 latency=2.3s cache=93629/98159 (95%)
2026-07-14 16:22:48,857 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.04s, 45 chars)
2026-07-14 16:22:48,907 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3885 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:22:50,897 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3875 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:22:50,897 INFO [20260714_161905_db78e5] agent.conversation_loop: API call #10: model=default provider=custom in=49953 out=9539 total=59492 latency=14.2s cache=44818/49953 (90%)
2026-07-14 16:22:51,106 INFO [20260714_161905_db78e5] agent.tool_executor: tool write_file completed (0.15s, 528 chars)
2026-07-14 16:22:51,144 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3892 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:22:52,971 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3892 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:22:52,972 INFO [20260714_161905_db78e5] agent.conversation_loop: API call #11: model=default provider=custom in=59658 out=605 total=60263 latency=1.8s
2026-07-14 16:22:53,063 INFO [20260714_161905_db78e5] agent.tool_executor: tool read_file completed (0.07s, 10143 chars)
2026-07-14 16:22:53,100 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3897 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:23:01,375 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3897 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:23:01,379 INFO [20260714_161905_db78e5] agent.conversation_loop: API call #12: model=default provider=custom in=63623 out=923 total=64546 latency=8.3s
2026-07-14 16:23:01,631 INFO [20260714_161905_db78e5] agent.tool_executor: tool patch completed (0.22s, 2558 chars)
2026-07-14 16:23:01,668 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3906 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:23:19,464 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3906 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:23:19,465 INFO [20260714_161905_db78e5] agent.conversation_loop: API call #13: model=default provider=custom in=65261 out=658 total=65919 latency=17.8s
2026-07-14 16:23:19,653 INFO [20260714_161905_db78e5] agent.tool_executor: tool patch completed (0.17s, 1374 chars)
2026-07-14 16:23:19,691 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3915 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:23:44,552 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3847 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:23:44,553 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #15: model=default provider=custom in=96161 out=954 total=97115 latency=107.8s
2026-07-14 16:23:44,660 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.10s): {"success": false, "error": "Skill 'research/research-critism' not found in active profile 'default'. Use skills_list() to see available skills."}

[Tool loop warning: repeated_exact_failure_warning; 
2026-07-14 16:23:44,713 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3916 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:23:54,863 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3915 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:23:54,864 INFO [20260714_161905_db78e5] agent.conversation_loop: API call #14: model=default provider=custom in=66367 out=1220 total=67587 latency=35.2s cache=61175/66367 (92%)
2026-07-14 16:23:54,986 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3885 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:23:54,989 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #218: model=default provider=custom in=98312 out=927 total=99239 latency=66.1s
2026-07-14 16:23:55,018 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=11/60 budget=11/60 tool_turns=60 last_msg_role=assistant response_len=3132 session=20260712_081412_654c5f58
2026-07-14 16:23:55,038 INFO [20260714_161905_db78e5] agent.tool_executor: tool read_file completed (0.11s, 3920 chars)
2026-07-14 16:23:55,051 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=105.7s api_calls=11 response=3132 chars
2026-07-14 16:23:55,097 INFO gateway.platforms.base: [Telegram] Sending response (3132 chars) to -1003707758328
2026-07-14 16:23:56,131 INFO [20260714_161905_db78e5] agent.tool_executor: tool read_file completed (0.07s, 5206 chars)
2026-07-14 16:23:56,170 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3925 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:23:57,262 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (101 chars)
2026-07-14 16:23:57,277 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='ok làm đi, hermes kanban create tssk trong đó có 2 task con là browser os, và sk' reply_to_id=18 reply_to_text=''
2026-07-14 16:23:57,428 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 16:23:57,506 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=157 msg='[NN Vo] ok làm đi, hermes kanban create tssk trong đó có 2 task con là browser o...'
2026-07-14 16:23:57,561 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3926 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:24:01,496 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3925 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:24:01,501 INFO [20260714_161905_db78e5] agent.conversation_loop: API call #15: model=default provider=custom in=70528 out=103 total=70631 latency=5.3s cache=61179/70528 (87%)
2026-07-14 16:24:01,689 INFO [20260714_161905_db78e5] agent.tool_executor: tool read_file completed (0.15s, 3026 chars)
2026-07-14 16:24:01,745 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3931 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:24:02,056 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3916 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:24:02,058 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #16: model=default provider=custom in=97216 out=952 total=98168 latency=17.4s cache=89504/97216 (92%)
2026-07-14 16:24:02,455 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_manage completed (0.39s, 536 chars)
2026-07-14 16:24:22,458 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3931 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:24:22,458 INFO [20260714_161905_db78e5] agent.conversation_loop: API call #16: model=default provider=custom in=71765 out=2085 total=73850 latency=20.7s cache=65257/71765 (91%)
2026-07-14 16:24:22,676 INFO [20260714_161905_db78e5] agent.tool_executor: tool patch completed (0.19s, 2302 chars)
2026-07-14 16:24:22,728 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3940 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:24:23,603 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3926 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:24:23,605 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #203: model=default provider=custom in=82386 out=760 total=83146 latency=26.1s
2026-07-14 16:24:24,406 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.78s, 5085 chars)
2026-07-14 16:24:24,450 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3942 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:24:25,509 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=max_iterations_reached(16/16) model=default api_calls=16/16 budget=16/16 tool_turns=66 last_msg_role=assistant response_len=62 session=20260712_081412_654c5f58
2026-07-14 16:24:25,515 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:24:27,528 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3940 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:24:27,530 INFO [20260714_161905_db78e5] agent.conversation_loop: API call #17: model=default provider=custom in=79078 out=1372 total=80450 latency=4.8s
2026-07-14 16:24:27,765 INFO [20260714_161905_db78e5] agent.tool_executor: tool patch completed (0.22s, 1637 chars)
2026-07-14 16:24:27,801 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3951 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:24:28,422 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3942 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:24:28,423 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #204: model=default provider=custom in=84275 out=347 total=84622 latency=4.0s cache=16245/84275 (19%)
2026-07-14 16:24:29,218 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.78s, 88 chars)
2026-07-14 16:24:29,271 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3953 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:24:31,627 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3953 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:24:31,630 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #205: model=default provider=custom in=84380 out=348 total=84728 latency=2.4s cache=77164/84380 (91%)
2026-07-14 16:24:33,050 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (1.39s, 131 chars)
2026-07-14 16:24:33,093 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3955 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:24:33,564 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3951 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:24:33,564 INFO [20260714_161905_db78e5] agent.conversation_loop: API call #18: model=default provider=custom in=76228 out=1636 total=77864 latency=5.8s cache=69342/76228 (91%)
2026-07-14 16:24:33,793 INFO [20260714_161905_db78e5] agent.tool_executor: tool patch completed (0.21s, 2186 chars)
2026-07-14 16:24:33,846 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3964 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:24:52,277 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3955 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:24:52,278 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #206: model=default provider=custom in=84793 out=106 total=84899 latency=19.2s cache=77162/84793 (91%)
2026-07-14 16:24:54,303 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (1.99s, 2149 chars)
2026-07-14 16:24:54,360 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3966 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:24:56,843 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3966 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:24:56,845 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #207: model=default provider=custom in=85697 out=271 total=85968 latency=2.5s cache=81225/85697 (95%)
2026-07-14 16:24:56,874 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=5/60 budget=5/60 tool_turns=66 last_msg_role=assistant response_len=793 session=20260710_094439_1cb443b1
2026-07-14 16:24:56,914 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=59.6s api_calls=5 response=793 chars
2026-07-14 16:24:56,954 INFO gateway.platforms.base: [Telegram] Sending response (793 chars) to -1003707758328
2026-07-14 16:25:03,734 INFO gateway.run: kanban dispatcher [nv-office]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-14 16:25:06,797 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (132 chars)
2026-07-14 16:25:06,819 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='khá hơn, nhưng tôi muốn bạn clone hẳn academic-research-skills kia về, để dùng k' reply_to_id=12 reply_to_text=''
2026-07-14 16:25:06,973 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 16:25:07,066 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=141 msg='[NN Vo] khá hơn, nhưng tôi muốn bạn clone hẳn academic-research-skills kia về, đ...'
2026-07-14 16:25:07,154 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3967 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:25:10,431 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3967 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:25:10,433 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #219: model=default provider=custom in=99278 out=822 total=100100 latency=3.3s
2026-07-14 16:25:12,658 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (2.19s, 111 chars)
2026-07-14 16:25:12,712 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3969 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:25:31,706 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3969 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:25:31,707 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #220: model=default provider=custom in=99414 out=126 total=99540 latency=19.0s
2026-07-14 16:25:31,766 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.04s, 3912 chars)
2026-07-14 16:25:31,844 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3971 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:26:09,759 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3964 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:26:09,760 INFO [20260714_161905_db78e5] agent.conversation_loop: API call #19: model=default provider=custom in=78596 out=91 total=78687 latency=95.9s cache=73425/78596 (93%)
2026-07-14 16:26:09,879 INFO [20260714_161905_db78e5] agent.tool_executor: tool read_file completed (0.10s, 2631 chars)
2026-07-14 16:26:09,933 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3976 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:26:10,816 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3971 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:26:10,818 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #221: model=default provider=custom in=100733 out=108 total=100841 latency=39.0s
2026-07-14 16:26:10,878 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.04s, 17822 chars)
2026-07-14 16:26:10,932 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3978 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:27:13,040 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (179 chars)
2026-07-14 16:27:13,053 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='bổ sung thêm 1 task trrong task lớn này, mà cũng là dùng cho các tác vụ sau, là ' reply_to_id=18 reply_to_text=''
2026-07-14 16:27:13,201 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 16:27:13,275 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=167 msg='[NN Vo] bổ sung thêm 1 task trrong task lớn này, mà cũng là dùng cho các tác vụ ...'
2026-07-14 16:27:13,326 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3979 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:29:08,207 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3979 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:29:08,210 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #208: model=default provider=custom in=81430 out=241 total=81671 latency=114.9s cache=1536/81430 (2%)
2026-07-14 16:29:08,379 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.10s, 5991 chars)
2026-07-14 16:29:08,454 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3980 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:29:15,622 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3980 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:29:15,623 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #209: model=default provider=custom in=82973 out=318 total=83291 latency=7.2s cache=79360/82973 (96%)
2026-07-14 16:29:17,056 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (1.41s, 1259 chars)
2026-07-14 16:29:17,110 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3982 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:29:24,875 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3982 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:29:24,877 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #210: model=default provider=custom in=83792 out=339 total=84131 latency=7.8s cache=80896/83792 (97%)
2026-07-14 16:29:24,911 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=3/60 tool_turns=68 last_msg_role=assistant response_len=1087 session=20260710_094439_1cb443b1
2026-07-14 16:29:24,979 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=131.9s api_calls=3 response=1087 chars
2026-07-14 16:29:25,029 INFO gateway.platforms.base: [Telegram] Sending response (1087 chars) to -1003707758328
2026-07-14 16:29:27,018 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3978 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:29:27,021 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #222: model=default provider=custom in=101875 out=546 total=102421 latency=196.1s cache=3584/101875 (4%)
2026-07-14 16:29:27,069 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/60 budget=4/60 tool_turns=63 last_msg_role=assistant response_len=705 session=20260712_081412_654c5f58
2026-07-14 16:29:27,114 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=260.3s api_calls=4 response=705 chars
2026-07-14 16:29:27,156 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:29:27,193 INFO gateway.platforms.base: [Telegram] Sending response (705 chars) to -1003707758328
2026-07-14 16:29:27,264 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 16:29:27,295 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=149 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 16:29:27,342 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3983 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:29:42,423 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3983 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:29:42,425 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=103190 out=172 total=103362 latency=15.1s
2026-07-14 16:29:42,486 WARNING [20260712_081412_654c5f58] tools.skills_tool: Skill name collision for 'research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-14 16:29:42,488 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.06s): {"success": false, "error": "Ambiguous skill name 'research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.",
2026-07-14 16:29:42,547 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3984 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:29:46,266 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3984 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:29:46,267 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=103358 out=49 total=103407 latency=3.7s cache=100864/103358 (98%)
2026-07-14 16:29:46,318 WARNING [20260712_081412_654c5f58] tools.skills_tool: Skill name collision for 'research/research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-14 16:29:46,318 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.05s): {"success": false, "error": "Ambiguous skill name 'research/research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorize
2026-07-14 16:29:46,366 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3985 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:29:50,939 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3985 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:29:50,940 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #3: model=default provider=custom in=103530 out=88 total=103618 latency=4.6s cache=100864/103530 (97%)
2026-07-14 16:29:50,944 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.00s): {"success": false, "error": "Skill name must be a relative path within the skills directory.", "hint": "Use a skill name or relative path within the skills directory."}

[Tool loop warning: same_tool_
2026-07-14 16:29:50,987 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3986 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:29:55,594 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3986 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:29:55,595 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #4: model=default provider=custom in=103731 out=56 total=103787 latency=4.6s cache=101376/103731 (98%)
2026-07-14 16:29:55,648 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skills_list completed (0.05s, 2464 chars)
2026-07-14 16:29:55,693 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3987 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:30:04,269 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[582858]
2026-07-14 16:30:04,663 INFO agent.auxiliary_client: Auxiliary auto-detect: using main provider custom (default)
2026-07-14 16:30:08,564 INFO gateway.run: kanban auto-decompose [brand-monitoring]: t_2abbba95 → 4 children
2026-07-14 16:30:08,617 INFO gateway.run: kanban dispatcher [brand-monitoring]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-14 16:30:18,272 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3987 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:30:18,277 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #5: model=default provider=custom in=104376 out=34 total=104410 latency=22.6s
2026-07-14 16:30:18,363 WARNING [20260712_081412_654c5f58] tools.skills_tool: Skill name collision for 'research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-14 16:30:18,364 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.08s): {"success": false, "error": "Ambiguous skill name 'research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.",
2026-07-14 16:30:18,442 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3988 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:30:35,685 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3988 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:30:35,687 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #6: model=default provider=custom in=108744 out=31 total=108775 latency=17.3s cache=73272/108744 (67%)
2026-07-14 16:30:35,737 WARNING [20260712_081412_654c5f58] tools.skills_tool: Skill name collision for 'research/research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-14 16:30:35,739 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.05s): {"success": false, "error": "Ambiguous skill name 'research/research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorize
2026-07-14 16:30:35,783 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3989 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:30:41,244 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3989 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:30:41,245 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #7: model=default provider=custom in=146906 out=102 total=147008 latency=5.5s
2026-07-14 16:30:41,326 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_view completed (0.08s, 8038 chars)
2026-07-14 16:30:41,375 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3990 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:31:13,302 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3976 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:31:13,306 INFO [20260714_161905_db78e5] agent.conversation_loop: API call #20: model=default provider=custom in=75011 out=351 total=75362 latency=303.4s
2026-07-14 16:31:13,594 INFO [20260714_161905_db78e5] agent.tool_executor: tool patch completed (0.25s, 1530 chars)
2026-07-14 16:31:13,633 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-3999 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:31:19,708 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3990 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:31:19,711 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #8: model=default provider=custom in=111477 out=443 total=111920 latency=38.4s cache=73275/111477 (66%)
2026-07-14 16:31:19,780 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_manage completed (0.06s, 426 chars)
2026-07-14 16:31:19,833 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4000 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:32:04,757 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-3999 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:32:04,759 INFO [20260714_161905_db78e5] agent.conversation_loop: API call #21: model=default provider=custom in=75753 out=317 total=76070 latency=51.1s cache=72704/75753 (96%)
2026-07-14 16:32:04,848 INFO agent.tool_executor: tool search_files completed (0.06s, 18 chars)
2026-07-14 16:32:04,852 INFO agent.tool_executor: tool search_files completed (0.06s, 18 chars)
2026-07-14 16:32:04,858 INFO agent.tool_executor: tool search_files completed (0.06s, 18 chars)
2026-07-14 16:32:04,911 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4007 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:32:10,530 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (415 chars)
2026-07-14 16:32:10,544 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='các skills trong này, gồm các file setup.md, architecture.md và các Skill Modes ' reply_to_id=12 reply_to_text=''
2026-07-14 16:32:10,683 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 16:32:10,817 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=149 msg='[NN Vo] các skills trong này, gồm các file setup.md, architecture.md và các Skil...'
2026-07-14 16:32:10,944 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4008 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:32:12,611 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4007 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:32:12,612 INFO [20260714_161905_db78e5] agent.conversation_loop: API call #22: model=default provider=custom in=76120 out=286 total=76406 latency=7.7s cache=73728/76120 (97%)
2026-07-14 16:32:12,735 INFO [20260714_161905_db78e5] agent.tool_executor: tool read_file completed (0.11s, 1586 chars)
2026-07-14 16:32:12,778 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4013 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:32:17,212 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4008 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:32:17,212 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #223: model=default provider=custom in=102184 out=266 total=102450 latency=6.3s cache=99328/102184 (97%)
2026-07-14 16:32:17,330 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_view completed (0.07s, 53667 chars)
2026-07-14 16:32:17,406 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4014 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:32:18,457 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4013 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:32:18,458 INFO [20260714_161905_db78e5] agent.conversation_loop: API call #23: model=default provider=custom in=76651 out=274 total=76925 latency=5.7s cache=73728/76651 (96%)
2026-07-14 16:32:18,739 INFO [20260714_161905_db78e5] agent.tool_executor: tool patch completed (0.25s, 888 chars)
2026-07-14 16:32:18,791 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4023 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:32:22,753 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4000 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:32:22,757 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #9: model=default provider=custom in=108073 out=1208 total=109281 latency=62.9s cache=101376/108073 (94%)
2026-07-14 16:32:22,802 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_manage completed (0.04s, 539 chars)
2026-07-14 16:32:22,860 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4024 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:32:23,833 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4023 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:32:23,835 INFO [20260714_161905_db78e5] agent.conversation_loop: API call #24: model=default provider=custom in=76986 out=116 total=77102 latency=5.1s cache=74240/76986 (96%)
2026-07-14 16:32:23,943 INFO [20260714_161905_db78e5] agent.tool_executor: tool read_file completed (0.09s, 904 chars)
2026-07-14 16:32:23,980 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4029 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:32:36,892 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4029 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:32:36,894 INFO [20260714_161905_db78e5] agent.conversation_loop: API call #25: model=default provider=custom in=77389 out=281 total=77670 latency=12.9s cache=74752/77389 (97%)
2026-07-14 16:32:37,039 INFO [20260714_161905_db78e5] agent.tool_executor: tool read_file completed (0.12s, 2287 chars)
2026-07-14 16:32:37,087 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4034 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:32:52,423 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4034 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:32:52,424 INFO [20260714_161905_db78e5] agent.conversation_loop: API call #26: model=default provider=custom in=78170 out=956 total=79126 latency=15.4s cache=75264/78170 (96%)
2026-07-14 16:32:52,562 INFO [20260714_161905_db78e5] agent.tool_executor: tool read_file completed (0.12s, 4659 chars)
2026-07-14 16:32:52,608 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4039 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:33:05,509 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4039 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:33:05,509 INFO [20260714_161905_db78e5] agent.conversation_loop: API call #27: model=default provider=custom in=79656 out=647 total=80303 latency=12.9s
2026-07-14 16:33:05,622 INFO [20260714_161905_db78e5] agent.tool_executor: tool read_file completed (0.09s, 4268 chars)
2026-07-14 16:33:06,737 INFO [20260714_161905_db78e5] agent.tool_executor: tool read_file completed (0.10s, 3101 chars)
2026-07-14 16:33:07,854 INFO [20260714_161905_db78e5] agent.tool_executor: tool read_file completed (0.10s, 2423 chars)
2026-07-14 16:33:07,902 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4052 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:33:18,402 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4052 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:33:18,404 INFO [20260714_161905_db78e5] agent.conversation_loop: API call #28: model=default provider=custom in=82607 out=404 total=83011 latency=10.5s
2026-07-14 16:33:18,588 INFO [20260714_161905_db78e5] agent.tool_executor: tool patch completed (0.16s, 1943 chars)
2026-07-14 16:33:18,627 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4061 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:33:22,497 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4061 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:33:22,498 INFO [20260714_161905_db78e5] agent.conversation_loop: API call #29: model=default provider=custom in=96046 out=509 total=96555 latency=3.9s
2026-07-14 16:33:22,531 INFO [20260714_161905_db78e5] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=29/50 budget=29/50 tool_turns=28 last_msg_role=assistant response_len=1159 session=20260714_161905_db78e5
2026-07-14 16:33:22,591 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=async-delegate_1:135523356092096 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:33:22,659 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:33:22,668 INFO gateway.run: Watch pattern notification — injecting for telegram chat=-1003707758328 thread=12
2026-07-14 16:33:22,770 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 16:33:23,835 INFO [20260714_161905_db78e5] agent.turn_context: conversation turn: session=20260714_161905_db78e5 model=default provider=custom platform=subagent history=70 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 16:33:23,876 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4062 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:33:26,588 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4062 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:33:26,589 INFO [20260714_161905_db78e5] agent.conversation_loop: API call #1: model=default provider=custom in=89731 out=403 total=90134 latency=2.7s
2026-07-14 16:33:26,646 INFO [20260714_161905_db78e5] agent.tool_executor: tool skills_list completed (0.05s, 19867 chars)
2026-07-14 16:33:26,685 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4063 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:33:30,741 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Cached user photo at /root/.hermes/cache/images/img_a4287ebe338a.jpg
2026-07-14 16:33:31,542 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing photo batch agent:main:telegram:group:-1003707758328:20:photo-burst with 1 image(s)
2026-07-14 16:33:31,555 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='update tiếp it03. Tôi cũng nhận được noti ở Brand monitoring rồi, bạn có thể chạ' reply_to_id=20 reply_to_text=''
2026-07-14 16:33:31,794 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 16:33:31,867 INFO gateway.run: Image routing: text (mode=text). Pre-analyzing 1 image(s) via vision_analyze.
2026-07-14 16:33:31,868 INFO tools.vision_tools: Analyzing image: /root/.hermes/cache/images/img_a4287ebe338a.jpg
2026-07-14 16:33:31,868 INFO tools.vision_tools: User prompt: Describe everything visible in this image in thorough detail. Include any text, code, data, objects,
2026-07-14 16:33:31,873 INFO tools.vision_tools: Image ready (62.6 KB)
2026-07-14 16:33:31,874 INFO tools.vision_tools: Converting image to base64...
2026-07-14 16:33:31,876 INFO tools.vision_tools: Image converted to base64 (83.5 KB)
2026-07-14 16:33:31,876 INFO tools.vision_tools: Processing image with vision model...
2026-07-14 16:33:34,399 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4014 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:33:34,400 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #224: model=default provider=custom in=116009 out=712 total=116721 latency=77.0s cache=99840/116009 (86%)
2026-07-14 16:33:34,587 INFO agent.tool_executor: tool read_file completed (0.14s, 11885 chars)
2026-07-14 16:33:34,599 INFO agent.tool_executor: tool read_file completed (0.16s, 13825 chars)
2026-07-14 16:33:34,610 INFO agent.tool_executor: tool read_file completed (0.17s, 9215 chars)
2026-07-14 16:33:34,616 INFO agent.tool_executor: tool read_file completed (0.17s, 13085 chars)
2026-07-14 16:33:34,707 INFO [20260712_081412_654c5f58] agent.conversation_loop: Pre-API compression: ~131,548 request tokens >= 128,000 threshold (context=256,000, attempt=1/3)
2026-07-14 16:33:34,709 INFO [20260712_081412_654c5f58] agent.conversation_compression: context compression started: session=20260712_081412_654c5f58 messages=157 tokens=~131,548 model=default focus=None
2026-07-14 16:33:34,768 INFO [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-14 16:33:34,825 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4063 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:33:34,826 INFO [20260714_161905_db78e5] agent.conversation_loop: API call #2: model=default provider=custom in=130228 out=161 total=130389 latency=8.2s
2026-07-14 16:33:35,015 WARNING tools.skills_tool: Skill name collision for 'research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-14 16:33:35,017 INFO agent.tool_executor: tool skill_view failed (0.19s): {"success": false, "error": "Ambiguous skill name 'research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.",
2026-07-14 16:33:35,019 WARNING tools.skills_tool: Skill name collision for 'research-critism': 2 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/SKILL.md
2026-07-14 16:33:35,020 INFO agent.tool_executor: tool skill_view failed (0.19s): {"success": false, "error": "Ambiguous skill name 'research-critism': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", 
2026-07-14 16:33:35,022 WARNING [20260714_161905_db78e5] agent.tool_executor: Tool skill_view returned error (0.19s): {"success": false, "error": "Ambiguous skill name 'research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.",
2026-07-14 16:33:35,024 WARNING [20260714_161905_db78e5] agent.tool_executor: Tool skill_view returned error (0.19s): {"success": false, "error": "Ambiguous skill name 'research-critism': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", 
2026-07-14 16:33:35,071 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4080 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:33:36,585 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (14 chars)
2026-07-14 16:33:36,628 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='update tíen độ' reply_to_id=18 reply_to_text=''
2026-07-14 16:33:36,951 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 16:33:37,037 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=173 msg='[NN Vo] update tíen độ'
2026-07-14 16:33:37,107 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4081 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:33:51,485 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4080 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:33:51,487 INFO [20260714_161905_db78e5] agent.conversation_loop: API call #3: model=default provider=custom in=90091 out=143 total=90234 latency=16.4s
2026-07-14 16:33:51,708 WARNING tools.skills_tool: Skill name collision for 'research/research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-14 16:33:51,711 INFO agent.tool_executor: tool skill_view failed (0.21s): {"success": false, "error": "Ambiguous skill name 'research/research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorize
2026-07-14 16:33:51,733 INFO agent.tool_executor: tool skill_view completed (0.23s, 8994 chars)
2026-07-14 16:33:51,734 WARNING [20260714_161905_db78e5] agent.tool_executor: Tool skill_view returned error (0.21s): {"success": false, "error": "Ambiguous skill name 'research/research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorize
2026-07-14 16:33:51,797 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4082 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:33:53,179 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4081 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:33:53,181 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #211: model=default provider=custom in=84138 out=350 total=84488 latency=16.1s cache=81408/84138 (97%)
2026-07-14 16:33:53,364 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4024 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:33:53,366 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #10: model=default provider=custom in=109440 out=561 total=110001 latency=90.5s cache=105984/109440 (97%)
2026-07-14 16:33:53,375 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=10/16 budget=10/16 tool_turns=72 last_msg_role=assistant response_len=2401 session=20260712_081412_654c5f58
2026-07-14 16:33:53,380 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:33:54,194 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.80s, 1384 chars)
2026-07-14 16:33:56,005 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.78s, 743 chars)
2026-07-14 16:33:57,799 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.78s, 783 chars)
2026-07-14 16:33:59,587 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.78s, 925 chars)
2026-07-14 16:33:59,636 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4087 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:34:02,750 INFO tools.vision_tools: Image analysis completed (3182 characters)
2026-07-14 16:34:02,843 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=197 msg="[The user sent an image~ Here's what I can see: Based on the image provided, her..."
2026-07-14 16:34:02,911 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4088 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:34:09,783 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4087 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:34:09,785 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #212: model=default provider=custom in=85836 out=474 total=86310 latency=10.2s cache=81920/85836 (95%)
2026-07-14 16:34:09,842 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=69 last_msg_role=assistant response_len=1151 session=20260710_094439_1cb443b1
2026-07-14 16:34:09,879 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=33.3s api_calls=2 response=1151 chars
2026-07-14 16:34:09,910 INFO gateway.platforms.base: [Telegram] Sending response (1151 chars) to -1003707758328
2026-07-14 16:34:11,255 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4082 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:34:11,256 INFO [20260714_161905_db78e5] agent.conversation_loop: API call #4: model=default provider=custom in=93171 out=749 total=93920 latency=19.5s
2026-07-14 16:34:11,282 WARNING [20260714_161905_db78e5] agent.tool_executor: Tool skill_manage returned error (0.02s): {"success": false, "error": "Refusing background curator patch for skill 'research-critism': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, o
2026-07-14 16:34:11,321 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4089 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:34:14,943 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4089 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:34:14,944 INFO [20260714_161905_db78e5] agent.conversation_loop: API call #5: model=default provider=custom in=93861 out=90 total=93951 latency=3.6s cache=87552/93861 (93%)
2026-07-14 16:34:15,005 WARNING [20260714_161905_db78e5] tools.skills_tool: Skill name collision for 'research-critism': 2 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/SKILL.md
2026-07-14 16:34:15,006 WARNING [20260714_161905_db78e5] agent.tool_executor: Tool skill_view returned error (0.06s): {"success": false, "error": "Ambiguous skill name 'research-critism': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", 
2026-07-14 16:34:15,045 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4090 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:34:17,629 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4088 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:34:17,631 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #138: model=default provider=custom in=74372 out=674 total=75046 latency=14.7s cache=20480/74372 (28%)
2026-07-14 16:34:18,434 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.78s, 7610 chars)
2026-07-14 16:34:19,593 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool read_file completed (0.14s, 11767 chars)
2026-07-14 16:34:19,907 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4090 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:34:19,909 INFO [20260714_161905_db78e5] agent.conversation_loop: API call #6: model=default provider=custom in=94065 out=69 total=94134 latency=4.9s cache=91648/94065 (97%)
2026-07-14 16:34:19,912 WARNING [20260714_161905_db78e5] agent.tool_executor: Tool skill_view returned error (0.00s): {"success": false, "error": "Skill name must be a relative path within the skills directory.", "hint": "Use a skill name or relative path within the skills directory."}
2026-07-14 16:34:19,957 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4096 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:34:20,723 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.12s, 1272 chars)
2026-07-14 16:34:20,783 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4098 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:34:35,105 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4096 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:34:35,107 INFO [20260714_161905_db78e5] agent.conversation_loop: API call #7: model=default provider=custom in=94159 out=813 total=94972 latency=15.2s cache=91648/94159 (97%)
2026-07-14 16:34:35,202 WARNING [20260714_161905_db78e5] agent.tool_executor: Tool skill_manage returned error (0.09s): {"success": false, "error": "Skill 'research/research-critism' not found in active profile 'default'. Use skills_list() to see available skills."}
2026-07-14 16:34:35,250 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4099 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:34:43,856 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4099 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:34:43,857 INFO [20260714_161905_db78e5] agent.conversation_loop: API call #8: model=default provider=custom in=94808 out=186 total=94994 latency=8.6s
2026-07-14 16:34:43,862 INFO [20260714_161905_db78e5] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=8/16 budget=8/16 tool_turns=35 last_msg_role=assistant response_len=850 session=20260714_161905_db78e5
2026-07-14 16:34:43,867 INFO [20260714_161905_db78e5] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:34:45,380 INFO [20260712_081412_654c5f58] agent.conversation_compression: context compression done: session=20260712_081412_654c5f58 messages=157->50 rough_tokens=~67,740 awaiting_real_usage=true
2026-07-14 16:34:45,428 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4100 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:34:47,975 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4098 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:34:47,975 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #139: model=default provider=custom in=81428 out=1296 total=82724 latency=27.2s cache=72192/81428 (89%)
2026-07-14 16:34:48,502 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (30 chars)
2026-07-14 16:34:48,510 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tại sao task con chưa chạy nhỉ' reply_to_id=18 reply_to_text=''
2026-07-14 16:34:48,574 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.58s, 1197 chars)
2026-07-14 16:34:48,640 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 16:34:48,723 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=180 msg='[NN Vo] tại sao task con chưa chạy nhỉ'
2026-07-14 16:34:48,774 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4102 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:34:50,367 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.78s, 801 chars)
2026-07-14 16:34:50,403 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4100 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:34:50,403 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #225: model=default provider=custom in=72123 out=698 total=72821 latency=5.0s
2026-07-14 16:34:50,426 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=3/60 tool_turns=17 last_msg_role=assistant response_len=2520 session=20260712_081412_654c5f58
2026-07-14 16:34:50,467 INFO gateway.run: Queued follow-up for session agent:main:telegram:group:-1003707758328:12: final stream delivery not confirmed; sending first response before continuing.
2026-07-14 16:34:51,348 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=51 msg='[NN Vo] [ASYNC DELEGATION BATCH COMPLETE — deleg_c34e4bb8] A background fan-out ...'
2026-07-14 16:34:51,397 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4104 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:34:51,940 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4102 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:34:51,941 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #213: model=default provider=custom in=91094 out=440 total=91534 latency=3.2s cache=16241/91094 (18%)
2026-07-14 16:34:52,173 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.80s, 797 chars)
2026-07-14 16:34:53,747 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (1.79s, 233 chars)
2026-07-14 16:34:53,807 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4108 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:34:53,966 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.79s, 788 chars)
2026-07-14 16:34:54,010 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4109 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:34:55,606 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4108 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:34:55,607 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #214: model=default provider=custom in=91752 out=145 total=91897 latency=1.8s
2026-07-14 16:34:56,195 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4104 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:34:56,196 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #226: model=default provider=custom in=72697 out=723 total=73420 latency=4.8s cache=36687/72697 (50%)
2026-07-14 16:34:56,211 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.58s, 1230 chars)
2026-07-14 16:34:56,243 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=17 last_msg_role=assistant response_len=2575 session=20260712_081412_654c5f58
2026-07-14 16:34:56,270 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4111 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:34:56,360 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=165.8s api_calls=1 response=2575 chars
2026-07-14 16:34:56,413 INFO gateway.platforms.base: [Telegram] Sending response (2575 chars) to -1003707758328
2026-07-14 16:34:56,489 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4109 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:34:56,491 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #140: model=default provider=custom in=90018 out=196 total=90214 latency=2.5s
2026-07-14 16:34:56,629 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.12s, 129 chars)
2026-07-14 16:34:56,686 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4113 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:35:02,909 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4111 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:35:02,910 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #215: model=default provider=custom in=119528 out=268 total=119796 latency=6.7s
2026-07-14 16:35:03,773 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4113 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:35:03,775 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #141: model=default provider=custom in=116481 out=194 total=116675 latency=7.1s
2026-07-14 16:35:03,937 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.12s, 286 chars)
2026-07-14 16:35:03,995 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4116 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:35:05,690 WARNING hermes_cli.plugins: Plugin operate/handoff-task: unknown kind 'command' (valid: backend, exclusive, model-provider, platform, standalone); treating as 'standalone'
2026-07-14 16:35:05,854 INFO hermes_cli.plugins: Plugin 'browser-browser-use' registered browser provider: browser-use
2026-07-14 16:35:05,856 INFO hermes_cli.plugins: Plugin 'browser-browserbase' registered browser provider: browserbase
2026-07-14 16:35:05,857 INFO hermes_cli.plugins: Plugin 'browser-firecrawl' registered browser provider: firecrawl
2026-07-14 16:35:06,020 INFO hermes_cli.plugins: Plugin 'fal' registered image_gen provider: fal
2026-07-14 16:35:06,021 INFO hermes_cli.plugins: Plugin 'krea' registered image_gen provider: krea
2026-07-14 16:35:06,021 INFO hermes_cli.plugins: Plugin 'openai' registered image_gen provider: openai
2026-07-14 16:35:06,022 INFO hermes_cli.plugins: Plugin 'openai-codex' registered image_gen provider: openai-codex
2026-07-14 16:35:06,023 INFO hermes_cli.plugins: Plugin 'openrouter' registered image_gen provider: openrouter
2026-07-14 16:35:06,023 INFO hermes_cli.plugins: Plugin 'openrouter' registered image_gen provider: nous
2026-07-14 16:35:06,025 INFO hermes_cli.plugins: Plugin 'xai' registered image_gen provider: xai
2026-07-14 16:35:06,042 INFO hermes_cli.plugins: Plugin 'fal' registered video_gen provider: fal
2026-07-14 16:35:06,045 INFO hermes_cli.plugins: Plugin 'xai' registered video_gen provider: xai
2026-07-14 16:35:06,047 INFO hermes_cli.plugins: Plugin 'web-brave-free' registered web provider: brave-free
2026-07-14 16:35:06,048 INFO hermes_cli.plugins: Plugin 'web-ddgs' registered web provider: ddgs
2026-07-14 16:35:06,049 INFO hermes_cli.plugins: Plugin 'web-exa' registered web provider: exa
2026-07-14 16:35:06,052 INFO hermes_cli.plugins: Plugin 'web-firecrawl' registered web provider: firecrawl
2026-07-14 16:35:06,054 INFO hermes_cli.plugins: Plugin 'web-parallel' registered web provider: parallel
2026-07-14 16:35:06,055 INFO hermes_cli.plugins: Plugin 'web-searxng' registered web provider: searxng
2026-07-14 16:35:06,056 INFO hermes_cli.plugins: Plugin 'web-tavily' registered web provider: tavily
2026-07-14 16:35:06,057 INFO hermes_cli.plugins: Plugin 'web-xai' registered web provider: xai
2026-07-14 16:35:06,081 INFO hermes_cli.plugins: Plugin discovery complete: 52 found, 44 enabled
2026-07-14 16:35:06,623 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (3.69s, 798 chars)
2026-07-14 16:35:06,747 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4117 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:35:08,302 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4116 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:35:08,304 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #142: model=default provider=custom in=90526 out=93 total=90619 latency=4.3s
2026-07-14 16:35:08,464 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.10s, 3082 chars)
2026-07-14 16:35:08,590 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4119 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:35:08,692 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4117 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:35:08,693 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #216: model=default provider=custom in=92726 out=455 total=93181 latency=2.0s cache=85264/92726 (92%)
2026-07-14 16:35:10,734 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (2.00s, 298 chars)
2026-07-14 16:35:10,819 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4121 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:35:12,124 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4119 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:35:12,126 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #143: model=default provider=custom in=92225 out=165 total=92390 latency=3.6s cache=85173/92225 (92%)
2026-07-14 16:35:12,267 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.12s, 286 chars)
2026-07-14 16:35:12,322 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4123 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:35:31,709 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4123 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:35:31,711 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #144: model=default provider=custom in=85417 out=780 total=86197 latency=19.4s
2026-07-14 16:35:31,818 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.08s, 2882 chars)
2026-07-14 16:35:31,871 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4125 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:35:44,312 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4125 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:35:44,313 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #145: model=default provider=custom in=87551 out=592 total=88143 latency=12.5s cache=79360/87551 (91%)
2026-07-14 16:35:44,337 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=8/60 budget=8/60 tool_turns=84 last_msg_role=assistant response_len=1807 session=20260714_114920_9d9d2d3b
2026-07-14 16:35:44,369 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=132.8s api_calls=8 response=1807 chars
2026-07-14 16:35:44,405 INFO gateway.platforms.base: [Telegram] Sending response (1807 chars) to -1003707758328
2026-07-14 16:36:30,190 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4121 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:36:30,191 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #217: model=default provider=custom in=88249 out=345 total=88594 latency=79.4s
2026-07-14 16:36:30,216 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=5/60 budget=5/60 tool_turns=73 last_msg_role=assistant response_len=1085 session=20260710_094439_1cb443b1
2026-07-14 16:36:30,267 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=101.8s api_calls=5 response=1085 chars
2026-07-14 16:36:30,313 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:36:30,347 INFO gateway.platforms.base: [Telegram] Sending response (1085 chars) to -1003707758328
2026-07-14 16:36:30,431 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 16:36:30,456 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=190 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 16:36:30,510 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4126 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:36:34,456 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4126 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:36:34,458 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1: model=default provider=custom in=94817 out=1438 total=96255 latency=4.0s
2026-07-14 16:36:34,486 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.02s): {"success": false, "error": "Refusing background curator patch for skill 'research-pipeline': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, 
2026-07-14 16:36:34,530 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4127 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:36:48,285 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4127 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:36:48,287 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #2: model=default provider=custom in=89981 out=32 total=90013 latency=13.8s cache=4608/89981 (5%)
2026-07-14 16:36:48,371 WARNING [20260710_094439_1cb443b1] tools.skills_tool: Skill name collision for 'research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-14 16:36:48,372 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_view returned error (0.08s): {"success": false, "error": "Ambiguous skill name 'research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.",
2026-07-14 16:36:48,417 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4128 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:36:53,212 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4128 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:36:53,214 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #3: model=default provider=custom in=90149 out=63 total=90212 latency=4.8s cache=87552/90149 (97%)
2026-07-14 16:36:53,261 WARNING [20260710_094439_1cb443b1] tools.skills_tool: Skill name collision for 'research/research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-14 16:36:53,263 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_view returned error (0.05s): {"success": false, "error": "Ambiguous skill name 'research/research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorize
2026-07-14 16:36:53,305 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4129 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:37:05,004 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4129 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:37:05,005 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #4: model=default provider=custom in=90350 out=214 total=90564 latency=11.7s cache=88064/90350 (97%)
2026-07-14 16:37:05,070 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.06s, 9654 chars)
2026-07-14 16:37:05,113 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4130 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:37:11,690 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4130 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:37:11,691 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #5: model=default provider=custom in=93330 out=317 total=93647 latency=6.6s cache=88064/93330 (94%)
2026-07-14 16:37:11,732 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.04s, 537 chars)
2026-07-14 16:37:11,774 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4131 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:37:26,534 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4131 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:37:26,536 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #6: model=default provider=custom in=93715 out=565 total=94280 latency=14.8s cache=91136/93715 (97%)
2026-07-14 16:37:26,578 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.03s, 227 chars)
2026-07-14 16:37:26,628 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4132 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:37:35,082 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4132 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:37:35,084 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #7: model=default provider=custom in=94344 out=305 total=94649 latency=8.5s cache=91648/94344 (97%)
2026-07-14 16:37:35,091 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=7/16 budget=7/16 tool_turns=79 last_msg_role=assistant response_len=1062 session=20260710_094439_1cb443b1
2026-07-14 16:37:35,098 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:38:36,797 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (142 chars)
2026-07-14 16:38:36,815 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='ok upgrade, nhưng hiện tại hệ thống chúng ta chỉ cho chạy 3 agents 1 lúc, việc c' reply_to_id=12 reply_to_text=''
2026-07-14 16:38:36,990 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 16:38:37,081 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=53 msg='[NN Vo] ok upgrade, nhưng hiện tại hệ thống chúng ta chỉ cho chạy 3 agents 1 lúc...'
2026-07-14 16:38:37,135 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4133 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:38:39,668 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4133 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:38:39,669 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #227: model=default provider=custom in=73482 out=462 total=73944 latency=2.6s
2026-07-14 16:38:39,793 INFO [20260712_081412_654c5f58] agent.tool_executor: tool search_files completed (0.10s, 18 chars)
2026-07-14 16:38:39,832 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4137 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:38:41,145 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4137 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:38:41,146 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #228: model=default provider=custom in=73549 out=54 total=73603 latency=1.3s
2026-07-14 16:38:41,271 INFO [20260712_081412_654c5f58] agent.tool_executor: tool search_files completed (0.11s, 7861 chars)
2026-07-14 16:38:41,305 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4140 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:38:46,483 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4140 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:38:46,484 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #229: model=default provider=custom in=91463 out=134 total=91597 latency=5.2s
2026-07-14 16:38:46,538 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.04s, 1283 chars)
2026-07-14 16:38:47,566 INFO [20260712_081412_654c5f58] tools.browser_tool: Created local browser session h_e64f412e91 for task 20260712_081412_654c5f58
2026-07-14 16:38:50,832 INFO [20260712_081412_654c5f58] agent.tool_executor: tool browser_console completed (3.29s, 60 chars)
2026-07-14 16:38:50,888 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4142 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:39:11,370 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4142 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:39:11,374 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #230: model=default provider=custom in=76820 out=34 total=76854 latency=20.5s
2026-07-14 16:39:11,508 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.04s, 1750 chars)
2026-07-14 16:39:11,568 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4144 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:39:28,061 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4144 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:39:28,064 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #231: model=default provider=custom in=77466 out=55 total=77521 latency=16.5s cache=69282/77466 (89%)
2026-07-14 16:39:28,113 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.02s, 179 chars)
2026-07-14 16:39:28,151 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4146 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:40:01,178 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4146 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:40:01,180 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #232: model=default provider=custom in=72183 out=1145 total=73328 latency=33.0s cache=12800/72183 (18%)
2026-07-14 16:40:03,945 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=6/60 budget=6/60 tool_turns=22 last_msg_role=assistant response_len=2059 session=20260712_081412_654c5f58
2026-07-14 16:40:04,020 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=87.2s api_calls=6 response=2059 chars
2026-07-14 16:40:04,085 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:40:04,243 INFO gateway.platforms.base: [Telegram] Sending response (2059 chars) to -1003707758328
2026-07-14 16:40:04,419 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 16:40:04,449 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=66 msg='Review the conversation above and consider saving to memory if appropriate.  Foc...'
2026-07-14 16:40:04,505 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4147 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:40:22,609 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4147 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:40:22,610 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=72740 out=216 total=72956 latency=18.1s cache=12800/72740 (18%)
2026-07-14 16:40:22,618 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool memory returned error (0.01s): {"success": false, "error": "After applying all 1 operations, memory would be at 1,667/1,375 chars -- over the limit. Remove or shorten more entries in the same batch (see current_entries below), then
2026-07-14 16:40:22,646 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4148 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:40:26,726 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4148 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:40:26,728 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=73315 out=168 total=73483 latency=4.1s cache=70656/73315 (96%)
2026-07-14 16:40:26,736 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool memory returned error (0.00s): {"success": false, "error": "After applying all 2 operations, memory would be at 1,399/1,375 chars -- over the limit. Remove or shorten more entries in the same batch (see current_entries below), then
2026-07-14 16:40:26,768 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4149 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:40:33,577 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4149 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:40:33,579 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #3: model=default provider=custom in=73871 out=254 total=74125 latency=6.8s cache=71168/73871 (96%)
2026-07-14 16:40:33,595 INFO [20260712_081412_654c5f58] agent.tool_executor: tool memory completed (0.01s, 209 chars)
2026-07-14 16:40:33,625 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4150 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:40:35,747 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4150 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:40:35,748 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #4: model=default provider=custom in=74126 out=6 total=74132 latency=2.1s cache=71680/74126 (97%)
2026-07-14 16:40:35,754 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/16 budget=4/16 tool_turns=25 last_msg_role=assistant response_len=6 session=20260712_081412_654c5f58
2026-07-14 16:40:35,759 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:41:10,625 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[584082]
2026-07-14 16:41:10,677 INFO gateway.run: kanban dispatcher [brand-monitoring]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-14 16:43:10,871 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[587268]
2026-07-14 16:43:10,959 INFO gateway.run: kanban dispatcher [brand-monitoring]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-14 16:44:38,536 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (519 chars)
2026-07-14 16:44:38,547 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='- Soi 4 alert và logic dispatch  - Kiểm tra format tin nhắn update: 1. Cần rõ ng' reply_to_id=20 reply_to_text=''
2026-07-14 16:44:38,689 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 16:44:38,765 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=218 msg='[NN Vo] - Soi 4 alert và logic dispatch  - Kiểm tra format tin nhắn update: 1. C...'
2026-07-14 16:44:38,829 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4151 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:45:00,672 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4151 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:45:00,673 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #146: model=default provider=custom in=95571 out=453 total=96024 latency=21.9s
2026-07-14 16:45:00,792 INFO agent.tool_executor: tool read_file completed (0.09s, 2163 chars)
2026-07-14 16:45:00,793 INFO agent.tool_executor: tool read_file completed (0.09s, 5315 chars)
2026-07-14 16:45:00,862 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4160 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:45:26,438 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4160 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:45:26,440 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #147: model=default provider=custom in=98326 out=687 total=99013 latency=25.6s cache=73025/98326 (74%)
2026-07-14 16:45:26,557 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.08s, 1598 chars)
2026-07-14 16:45:26,636 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4162 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:45:43,548 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4162 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:45:43,548 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #148: model=default provider=custom in=99456 out=49 total=99505 latency=17.0s cache=93315/99456 (94%)
2026-07-14 16:45:43,693 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool read_file completed (0.13s, 4369 chars)
2026-07-14 16:45:43,743 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4167 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:46:01,036 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4167 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:46:01,037 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #149: model=default provider=custom in=100884 out=132 total=101016 latency=17.3s cache=93322/100884 (93%)
2026-07-14 16:46:01,140 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.06s, 45 chars)
2026-07-14 16:46:01,217 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4169 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:46:13,473 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (70 chars)
2026-07-14 16:46:13,486 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='ok, và nói rõ những file nào skill nào bạn sẽ update, gửi link tôi xem' reply_to_id=12 reply_to_text=''
2026-07-14 16:46:13,623 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 16:46:13,707 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=66 msg='[NN Vo] ok, và nói rõ những file nào skill nào bạn sẽ update, gửi link tôi xem'
2026-07-14 16:46:13,751 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4170 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:46:28,549 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4169 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:46:28,550 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #150: model=default provider=custom in=93123 out=335 total=93458 latency=27.4s cache=86016/93123 (92%)
2026-07-14 16:46:31,432 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool patch completed (2.86s, 998 chars)
2026-07-14 16:46:31,489 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4178 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:46:52,847 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4178 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:46:52,849 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #151: model=default provider=custom in=93763 out=764 total=94527 latency=21.4s cache=91136/93763 (97%)
2026-07-14 16:46:53,687 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool patch completed (0.81s, 890 chars)
2026-07-14 16:46:53,774 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4186 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:47:04,858 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4170 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:47:04,861 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #233: model=default provider=custom in=72838 out=2327 total=75165 latency=51.1s cache=69632/72838 (96%)
2026-07-14 16:47:04,958 WARNING [20260712_081412_654c5f58] tools.skills_tool: Skill name collision for 'research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-14 16:47:04,959 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.08s): {"success": false, "error": "Ambiguous skill name 'research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.",
2026-07-14 16:47:04,998 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4187 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:47:11,666 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4186 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:47:11,667 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #152: model=default provider=custom in=94298 out=467 total=94765 latency=17.9s cache=91648/94298 (97%)
2026-07-14 16:47:12,544 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool patch completed (0.83s, 1742 chars)
2026-07-14 16:47:12,599 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4195 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:47:18,358 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4187 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:47:18,360 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #234: model=default provider=custom in=73006 out=411 total=73417 latency=13.4s cache=70656/73006 (97%)
2026-07-14 16:47:18,436 WARNING [20260712_081412_654c5f58] tools.skills_tool: Skill name collision for 'research/research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-14 16:47:18,438 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.06s): {"success": false, "error": "Ambiguous skill name 'research/research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorize
2026-07-14 16:47:18,473 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4196 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:47:19,851 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4195 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:47:19,852 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #153: model=default provider=custom in=95203 out=151 total=95354 latency=7.3s cache=92160/95203 (97%)
2026-07-14 16:47:20,887 INFO [20260714_114920_9d9d2d3b] hermes.lint.lsp: lsp[pyright] 2 diags (brand-monitoring/shared/workflows/collect_rss.py)
2026-07-14 16:47:20,929 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool patch completed (1.05s, 638 chars)
2026-07-14 16:47:20,985 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4204 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:47:21,749 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4196 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:47:21,753 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #235: model=default provider=custom in=73178 out=46 total=73224 latency=3.3s cache=70656/73178 (97%)
2026-07-14 16:47:21,921 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.14s, 7007 chars)
2026-07-14 16:47:21,964 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4209 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:47:35,469 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4204 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:47:35,471 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #154: model=default provider=custom in=95554 out=822 total=96376 latency=14.5s cache=93184/95554 (98%)
2026-07-14 16:47:35,822 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool patch completed (0.32s, 2722 chars)
2026-07-14 16:47:35,878 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4217 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:47:50,292 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4217 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:47:50,292 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #155: model=default provider=custom in=97079 out=709 total=97788 latency=14.4s cache=93184/97079 (96%)
2026-07-14 16:47:50,398 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool read_file completed (0.08s, 4373 chars)
2026-07-14 16:47:50,451 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4222 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:48:05,597 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4209 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:48:05,598 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #236: model=default provider=custom in=75413 out=2997 total=78410 latency=43.7s cache=70656/75413 (94%)
2026-07-14 16:48:05,627 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/60 budget=4/60 tool_turns=25 last_msg_role=assistant response_len=3068 session=20260712_081412_654c5f58
2026-07-14 16:48:05,671 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=112.2s api_calls=4 response=3068 chars
2026-07-14 16:48:05,732 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:48:05,744 INFO gateway.platforms.base: [Telegram] Sending response (3068 chars) to -1003707758328
2026-07-14 16:48:05,849 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 16:48:05,875 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=74 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 16:48:05,923 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4223 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:48:13,873 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4223 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:48:13,874 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=77443 out=293 total=77736 latency=8.0s cache=70144/77443 (91%)
2026-07-14 16:48:13,901 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.02s): {"success": false, "error": "Refusing background curator patch for skill 'research-pipeline': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, 
2026-07-14 16:48:13,935 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4224 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:48:34,484 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4222 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:48:34,485 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #156: model=default provider=custom in=98478 out=2681 total=101159 latency=44.1s cache=94720/98478 (96%)
2026-07-14 16:48:35,541 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4224 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:48:35,542 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=77767 out=883 total=78650 latency=21.6s
2026-07-14 16:48:35,586 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_manage completed (0.04s, 199 chars)
2026-07-14 16:48:35,638 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4231 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:48:35,933 INFO [20260714_114920_9d9d2d3b] hermes.lint.lsp: lsp[pyright] 1 diags (brand-monitoring/shared/workflows/alert_dispatcher.py)
2026-07-14 16:48:35,975 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool patch completed (1.35s, 8543 chars)
2026-07-14 16:48:36,028 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4233 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:48:37,510 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4231 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:48:37,511 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #3: model=default provider=custom in=84533 out=18 total=84551 latency=1.9s
2026-07-14 16:48:37,556 WARNING [20260712_081412_654c5f58] tools.skills_tool: Skill name collision for 'research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-14 16:48:37,556 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.04s): {"success": false, "error": "Ambiguous skill name 'research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.",
2026-07-14 16:48:37,590 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4234 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:48:38,639 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4233 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:48:38,642 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #157: model=default provider=custom in=114244 out=303 total=114547 latency=2.6s
2026-07-14 16:48:38,656 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=12/60 budget=12/60 tool_turns=95 last_msg_role=assistant response_len=395 session=20260714_114920_9d9d2d3b
2026-07-14 16:48:38,712 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=240.2s api_calls=12 response=395 chars
2026-07-14 16:48:38,743 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:48:38,756 INFO gateway.platforms.base: [Telegram] Sending response (395 chars) to -1003707758328
2026-07-14 16:48:38,833 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 16:48:38,866 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=243 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 16:48:38,924 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4235 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:48:39,346 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4234 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:48:39,346 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #4: model=default provider=custom in=84884 out=256 total=85140 latency=1.8s cache=77404/84884 (91%)
2026-07-14 16:48:39,408 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.06s): {"success": false, "error": "Skill 'research/research-pipeline' not found in active profile 'default'. Use skills_list() to see available skills."}
2026-07-14 16:48:39,439 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4236 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:48:55,218 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (9 chars)
2026-07-14 16:48:55,232 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='ok agree.' reply_to_id=20 reply_to_text=''
2026-07-14 16:48:55,352 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 16:48:55,425 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=243 msg='[NN Vo] ok agree.'
2026-07-14 16:48:55,485 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4237 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:48:58,015 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4236 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:48:58,016 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #5: model=default provider=custom in=84647 out=10 total=84657 latency=18.6s
2026-07-14 16:48:58,070 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skills_list completed (0.05s, 19867 chars)
2026-07-14 16:48:58,103 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4238 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:48:59,908 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4238 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:48:59,910 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #6: model=default provider=custom in=89790 out=31 total=89821 latency=1.8s cache=81501/89790 (91%)
2026-07-14 16:48:59,962 WARNING [20260712_081412_654c5f58] tools.skills_tool: Skill name collision for 'research/research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-14 16:48:59,963 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.05s): {"success": false, "error": "Ambiguous skill name 'research/research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorize
2026-07-14 16:48:59,997 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4239 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:49:09,612 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4235 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:49:09,615 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #1: model=default provider=custom in=113232 out=1273 total=114505 latency=30.7s
2026-07-14 16:49:09,703 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool skill_manage returned error (0.08s): {"success": false, "error": "Skill 'operate/brand-monitoring' not found in active profile 'default'. Use skills_list() to see available skills."}
2026-07-14 16:49:09,753 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4240 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:49:11,589 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4240 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:49:11,591 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #2: model=default provider=custom in=113942 out=10 total=113952 latency=1.9s
2026-07-14 16:49:11,641 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool skills_list completed (0.05s, 19867 chars)
2026-07-14 16:49:11,698 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4241 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:49:11,840 INFO gateway.run: kanban dispatcher [brand-monitoring]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-14 16:49:14,620 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4237 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:49:14,622 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #158: model=default provider=custom in=112340 out=976 total=113316 latency=19.2s cache=97426/112340 (87%)
2026-07-14 16:49:14,782 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.13s, 69 chars)
2026-07-14 16:49:14,853 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4243 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:49:16,707 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4241 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:49:16,709 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #3: model=default provider=custom in=119085 out=29 total=119114 latency=5.0s
2026-07-14 16:49:16,810 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool skill_view completed (0.10s, 6566 chars)
2026-07-14 16:49:16,867 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4244 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:49:19,383 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4244 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:49:19,384 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #4: model=default provider=custom in=120908 out=686 total=121594 latency=2.5s cache=109658/120908 (91%)
2026-07-14 16:49:19,453 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool skill_manage completed (0.07s, 549 chars)
2026-07-14 16:49:19,532 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4245 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:49:26,512 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4243 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:49:26,513 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #159: model=default provider=custom in=112558 out=93 total=112651 latency=11.7s
2026-07-14 16:49:28,922 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (2.39s, 1846 chars)
2026-07-14 16:49:28,967 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4247 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:49:42,179 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4247 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:49:42,181 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #160: model=default provider=custom in=104702 out=348 total=105050 latency=13.2s cache=96256/104702 (92%)
2026-07-14 16:49:42,362 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.12s, 80 chars)
2026-07-14 16:49:42,415 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4249 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:49:45,798 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4249 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:49:45,800 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #161: model=default provider=custom in=105085 out=100 total=105185 latency=3.4s cache=102400/105085 (97%)
2026-07-14 16:49:46,470 WARNING hermes_cli.plugins: Plugin operate/handoff-task: unknown kind 'command' (valid: backend, exclusive, model-provider, platform, standalone); treating as 'standalone'
2026-07-14 16:49:46,578 INFO hermes_cli.plugins: Plugin 'browser-browser-use' registered browser provider: browser-use
2026-07-14 16:49:46,579 INFO hermes_cli.plugins: Plugin 'browser-browserbase' registered browser provider: browserbase
2026-07-14 16:49:46,581 INFO hermes_cli.plugins: Plugin 'browser-firecrawl' registered browser provider: firecrawl
2026-07-14 16:49:46,756 INFO hermes_cli.plugins: Plugin 'fal' registered image_gen provider: fal
2026-07-14 16:49:46,757 INFO hermes_cli.plugins: Plugin 'krea' registered image_gen provider: krea
2026-07-14 16:49:46,758 INFO hermes_cli.plugins: Plugin 'openai' registered image_gen provider: openai
2026-07-14 16:49:46,758 INFO hermes_cli.plugins: Plugin 'openai-codex' registered image_gen provider: openai-codex
2026-07-14 16:49:46,760 INFO hermes_cli.plugins: Plugin 'openrouter' registered image_gen provider: openrouter
2026-07-14 16:49:46,760 INFO hermes_cli.plugins: Plugin 'openrouter' registered image_gen provider: nous
2026-07-14 16:49:46,762 INFO hermes_cli.plugins: Plugin 'xai' registered image_gen provider: xai
2026-07-14 16:49:46,774 INFO hermes_cli.plugins: Plugin 'fal' registered video_gen provider: fal
2026-07-14 16:49:46,775 INFO hermes_cli.plugins: Plugin 'xai' registered video_gen provider: xai
2026-07-14 16:49:46,778 INFO hermes_cli.plugins: Plugin 'web-brave-free' registered web provider: brave-free
2026-07-14 16:49:46,779 INFO hermes_cli.plugins: Plugin 'web-ddgs' registered web provider: ddgs
2026-07-14 16:49:46,781 INFO hermes_cli.plugins: Plugin 'web-exa' registered web provider: exa
2026-07-14 16:49:46,785 INFO hermes_cli.plugins: Plugin 'web-firecrawl' registered web provider: firecrawl
2026-07-14 16:49:46,787 INFO hermes_cli.plugins: Plugin 'web-parallel' registered web provider: parallel
2026-07-14 16:49:46,789 INFO hermes_cli.plugins: Plugin 'web-searxng' registered web provider: searxng
2026-07-14 16:49:46,790 INFO hermes_cli.plugins: Plugin 'web-tavily' registered web provider: tavily
2026-07-14 16:49:46,794 INFO hermes_cli.plugins: Plugin 'web-xai' registered web provider: xai
2026-07-14 16:49:46,895 WARNING hermes_cli.plugins: Plugin 'ai-os' tried to register command '/handoff' which conflicts with a built-in command. Skipping.
2026-07-14 16:49:46,895 INFO hermes_cli.plugins: Plugin discovery complete: 53 found, 45 enabled
2026-07-14 16:49:52,599 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (49 chars)
2026-07-14 16:49:52,620 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='ok làm đi, tạo task phù hợp kanban để dễ theo dõi' reply_to_id=12 reply_to_text=''
2026-07-14 16:49:52,751 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 16:49:52,845 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=74 msg='[NN Vo] ok làm đi, tạo task phù hợp kanban để dễ theo dõi'
2026-07-14 16:49:52,894 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4251 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:49:54,630 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (8.81s, 121 chars)
2026-07-14 16:49:54,685 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4252 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:49:56,833 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4245 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:49:56,835 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #5: model=default provider=custom in=112871 out=549 total=113420 latency=37.3s
2026-07-14 16:49:56,860 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool skill_manage returned error (0.02s): {"success": false, "error": "Refusing background curator write_file for skill 'public-data-brand-monitoring': the current references/fulbright-feasibility-test-20260714.md content has not been loaded 
2026-07-14 16:49:56,899 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4253 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:50:07,083 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4251 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:50:07,084 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #237: model=default provider=custom in=76363 out=499 total=76862 latency=14.2s cache=73216/76363 (96%)
2026-07-14 16:50:07,902 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.79s, 3810 chars)
2026-07-14 16:50:07,942 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4255 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:50:30,323 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4239 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:50:30,325 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #7: model=default provider=custom in=89967 out=270 total=90237 latency=90.3s cache=20374/89967 (23%)
2026-07-14 16:50:30,413 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.08s): {"success": false, "error": "Skill 'research/research-pipeline' not found in active profile 'default'. Use skills_list() to see available skills."}
2026-07-14 16:50:30,454 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4256 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:50:36,156 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4253 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:50:36,158 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #6: model=default provider=custom in=113520 out=46 total=113566 latency=39.3s cache=110592/113520 (97%)
2026-07-14 16:50:36,248 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool skill_view completed (0.08s, 2793 chars)
2026-07-14 16:50:36,298 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4257 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:50:37,448 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4255 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:50:37,449 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #238: model=default provider=custom in=77232 out=824 total=78056 latency=29.5s cache=74240/77232 (96%)
2026-07-14 16:50:38,056 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.58s, 1751 chars)
2026-07-14 16:50:38,096 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4259 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:50:41,991 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4259 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:50:41,993 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #239: model=default provider=custom in=77996 out=71 total=78067 latency=3.9s cache=74752/77996 (96%)
2026-07-14 16:50:42,664 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.60s, 1544 chars)
2026-07-14 16:50:42,709 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4261 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:50:45,921 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4256 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:50:45,922 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #8: model=default provider=custom in=84457 out=664 total=85121 latency=15.5s cache=75264/84457 (89%)
2026-07-14 16:50:45,927 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=8/16 budget=8/16 tool_turns=32 last_msg_role=assistant response_len=1829 session=20260712_081412_654c5f58
2026-07-14 16:50:45,934 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:50:48,648 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4257 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:50:48,649 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #7: model=default provider=custom in=114471 out=551 total=115022 latency=12.4s cache=111104/114471 (97%)
2026-07-14 16:50:48,705 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool skill_manage completed (0.05s, 257 chars)
2026-07-14 16:50:48,756 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4262 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:50:55,368 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4261 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:50:55,369 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #240: model=default provider=custom in=78463 out=423 total=78886 latency=12.7s
2026-07-14 16:50:55,490 INFO agent.tool_executor: tool read_file failed (0.10s): {"content": "", "total_lines": 0, "file_size": 0, "truncated": false, "is_binary": false, "is_image": false, "error": "File not found: /opt/ai-os/products/ceo/skills/research/research-critism/SKILL.md
2026-07-14 16:50:55,503 INFO agent.tool_executor: tool read_file failed (0.11s): {"content": "", "total_lines": 0, "file_size": 0, "truncated": false, "is_binary": false, "is_image": false, "error": "File not found: /opt/ai-os/products/ceo/skills/research/research-and-innovation/S
2026-07-14 16:50:55,541 INFO agent.tool_executor: tool read_file completed (0.14s, 20036 chars)
2026-07-14 16:50:55,557 INFO agent.tool_executor: tool read_file completed (0.15s, 22457 chars)
2026-07-14 16:50:55,559 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool read_file returned error (0.10s): {"content": "", "total_lines": 0, "file_size": 0, "truncated": false, "is_binary": false, "is_image": false, "error": "File not found: /opt/ai-os/products/ceo/skills/research/research-critism/SKILL.md
2026-07-14 16:50:55,576 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool read_file returned error (0.11s): {"content": "", "total_lines": 0, "file_size": 0, "truncated": false, "is_binary": false, "is_image": false, "error": "File not found: /opt/ai-os/products/ceo/skills/research/research-and-innovation/S
2026-07-14 16:50:55,642 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4275 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:50:56,175 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4262 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:50:56,177 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #8: model=default provider=custom in=115097 out=111 total=115208 latency=7.4s
2026-07-14 16:50:56,183 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=8/16 budget=8/16 tool_turns=102 last_msg_role=assistant response_len=526 session=20260714_114920_9d9d2d3b
2026-07-14 16:50:56,188 INFO [20260714_114920_9d9d2d3b] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:51:06,032 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4275 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:51:06,038 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #241: model=default provider=custom in=90475 out=372 total=90847 latency=10.4s cache=76288/90475 (84%)
2026-07-14 16:51:06,241 INFO agent.tool_executor: tool search_files completed (0.17s, 18 chars)
2026-07-14 16:51:06,266 INFO agent.tool_executor: tool search_files completed (0.19s, 18 chars)
2026-07-14 16:51:06,328 INFO agent.tool_executor: tool search_files completed (0.26s, 18 chars)
2026-07-14 16:51:06,385 INFO agent.tool_executor: tool search_files completed (0.31s, 18 chars)
2026-07-14 16:51:06,446 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4288 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:51:07,951 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4288 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:51:07,952 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #242: model=default provider=custom in=97354 out=139 total=97493 latency=1.5s
2026-07-14 16:51:08,044 INFO agent.tool_executor: tool search_files completed (0.07s, 242 chars)
2026-07-14 16:51:08,057 INFO agent.tool_executor: tool search_files completed (0.08s, 1680 chars)
2026-07-14 16:51:08,116 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4293 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:51:09,264 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4293 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:51:09,265 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #243: model=default provider=custom in=98121 out=89 total=98210 latency=1.2s cache=93707/98121 (96%)
2026-07-14 16:51:09,375 INFO agent.tool_executor: tool read_file completed (0.10s, 9485 chars)
2026-07-14 16:51:09,400 INFO agent.tool_executor: tool read_file completed (0.12s, 8464 chars)
2026-07-14 16:51:09,462 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4302 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:51:10,664 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4302 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:51:10,664 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #244: model=default provider=custom in=104035 out=59 total=104094 latency=1.2s cache=93723/104035 (90%)
2026-07-14 16:51:10,717 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.04s, 264 chars)
2026-07-14 16:51:10,759 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4304 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:51:12,106 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4304 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:51:12,108 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #245: model=default provider=custom in=104178 out=46 total=104224 latency=1.4s cache=97793/104178 (94%)
2026-07-14 16:51:12,176 INFO gateway.run: kanban dispatcher [brand-monitoring]: spawned=2 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-14 16:51:12,231 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.10s, 3431 chars)
2026-07-14 16:51:12,294 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4309 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:51:12,732 WARNING hermes_cli.plugins: Plugin operate/handoff-task: unknown kind 'command' (valid: backend, exclusive, model-provider, platform, standalone); treating as 'standalone'
2026-07-14 16:51:12,847 INFO hermes_cli.plugins: Plugin 'browser-browser-use' registered browser provider: browser-use
2026-07-14 16:51:12,848 INFO hermes_cli.plugins: Plugin 'browser-browserbase' registered browser provider: browserbase
2026-07-14 16:51:12,860 INFO hermes_cli.plugins: Plugin 'browser-firecrawl' registered browser provider: firecrawl
2026-07-14 16:51:13,080 INFO hermes_cli.plugins: Plugin 'fal' registered image_gen provider: fal
2026-07-14 16:51:13,083 INFO hermes_cli.plugins: Plugin 'krea' registered image_gen provider: krea
2026-07-14 16:51:13,084 INFO hermes_cli.plugins: Plugin 'openai' registered image_gen provider: openai
2026-07-14 16:51:13,085 INFO hermes_cli.plugins: Plugin 'openai-codex' registered image_gen provider: openai-codex
2026-07-14 16:51:13,086 INFO hermes_cli.plugins: Plugin 'openrouter' registered image_gen provider: openrouter
2026-07-14 16:51:13,086 INFO hermes_cli.plugins: Plugin 'openrouter' registered image_gen provider: nous
2026-07-14 16:51:13,088 INFO hermes_cli.plugins: Plugin 'xai' registered image_gen provider: xai
2026-07-14 16:51:13,100 INFO hermes_cli.plugins: Plugin 'fal' registered video_gen provider: fal
2026-07-14 16:51:13,101 INFO hermes_cli.plugins: Plugin 'xai' registered video_gen provider: xai
2026-07-14 16:51:13,103 INFO hermes_cli.plugins: Plugin 'web-brave-free' registered web provider: brave-free
2026-07-14 16:51:13,104 INFO hermes_cli.plugins: Plugin 'web-ddgs' registered web provider: ddgs
2026-07-14 16:51:13,106 INFO hermes_cli.plugins: Plugin 'web-exa' registered web provider: exa
2026-07-14 16:51:13,108 INFO hermes_cli.plugins: Plugin 'web-firecrawl' registered web provider: firecrawl
2026-07-14 16:51:13,109 INFO hermes_cli.plugins: Plugin 'web-parallel' registered web provider: parallel
2026-07-14 16:51:13,110 INFO hermes_cli.plugins: Plugin 'web-searxng' registered web provider: searxng
2026-07-14 16:51:13,112 INFO hermes_cli.plugins: Plugin 'web-tavily' registered web provider: tavily
2026-07-14 16:51:13,114 INFO hermes_cli.plugins: Plugin 'web-xai' registered web provider: xai
2026-07-14 16:51:13,235 WARNING hermes_cli.plugins: Plugin 'ai-os' tried to register command '/handoff' which conflicts with a built-in command. Skipping.
2026-07-14 16:51:13,235 INFO hermes_cli.plugins: Plugin discovery complete: 53 found, 45 enabled
2026-07-14 16:51:14,248 INFO run_agent: Loaded environment variables from /root/.hermes/.env
2026-07-14 16:51:16,174 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=MainThread:133763885123392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:51:16,190 WARNING tools.registry: check_fn _browser_cdp_check returned False; dependent tools will be unavailable this turn
2026-07-14 16:51:16,198 WARNING tools.registry: check_fn _browser_dialog_check returned False; dependent tools will be unavailable this turn
2026-07-14 16:51:16,231 WARNING tools.registry: check_fn check_close_terminal_requirements returned False; dependent tools will be unavailable this turn
2026-07-14 16:51:16,233 WARNING tools.registry: check_fn check_computer_use_requirements returned False; dependent tools will be unavailable this turn
2026-07-14 16:51:16,285 WARNING tools.registry: check_fn check_image_generation_requirements returned False; dependent tools will be unavailable this turn
2026-07-14 16:51:16,285 WARNING tools.registry: check_fn _check_kanban_orchestrator_mode returned False; dependent tools will be unavailable this turn
2026-07-14 16:51:16,285 WARNING tools.registry: check_fn check_read_terminal_requirements returned False; dependent tools will be unavailable this turn
2026-07-14 16:51:16,717 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 16:51:16,779 INFO [20260714_165113_03183d] agent.turn_context: conversation turn: session=20260714_165113_03183d model=default provider=custom platform=cli history=0 msg='work kanban task t_2abbba95'
2026-07-14 16:51:17,977 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5 (_call):133763835696832 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:51:19,938 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5 (_call):133763835696832 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:51:19,939 INFO [20260714_165113_03183d] agent.conversation_loop: API call #1: model=default provider=custom in=26288 out=126 total=26414 latency=2.0s
2026-07-14 16:51:19,969 INFO [20260714_165113_03183d] agent.tool_executor: tool kanban_show completed (0.01s, 22000 chars)
2026-07-14 16:51:20,020 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6 (_call):133763835696832 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:51:45,004 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6 (_call):133763835696832 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:51:45,006 INFO [20260714_165113_03183d] agent.conversation_loop: API call #2: model=default provider=custom in=32953 out=1259 total=34212 latency=25.0s
2026-07-14 16:51:45,034 INFO [20260714_165113_03183d] tools.file_tools: Creating new local environment for task default...
2026-07-14 16:51:45,090 INFO [20260714_165113_03183d] tools.environments.base: Session snapshot created (session=aad58ec67ae0, cwd=/root/.hermes/kanban/boards/brand-monitoring/workspaces/t_2abbba95)
2026-07-14 16:51:45,091 INFO [20260714_165113_03183d] tools.file_tools: local environment ready for task default
2026-07-14 16:51:45,207 INFO [20260714_165113_03183d] agent.tool_executor: tool read_file completed (0.18s, 8023 chars)
2026-07-14 16:51:45,245 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-13 (_call):133763708217024 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:51:57,984 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4309 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:51:57,985 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #246: model=default provider=custom in=105213 out=185 total=105398 latency=45.7s cache=97793/105213 (93%)
2026-07-14 16:51:58,038 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.04s, 371 chars)
2026-07-14 16:51:58,080 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4311 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:52:06,394 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-13 (_call):133763708217024 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:52:06,394 INFO [20260714_165113_03183d] agent.conversation_loop: API call #3: model=default provider=custom in=37533 out=154 total=37687 latency=21.2s
2026-07-14 16:52:06,424 INFO [20260714_165113_03183d] agent.tool_executor: tool kanban_comment completed (0.01s, 55 chars)
2026-07-14 16:52:06,451 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-14 (_call):133763708217024 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:52:15,282 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4311 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:52:15,282 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #247: model=default provider=custom in=105515 out=67 total=105582 latency=17.2s cache=97789/105515 (93%)
2026-07-14 16:52:15,323 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.02s, 332 chars)
2026-07-14 16:52:15,366 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4313 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:52:17,186 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4252 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:52:17,188 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #162: model=default provider=custom in=105236 out=99 total=105335 latency=142.5s cache=102912/105236 (98%)
2026-07-14 16:52:17,343 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool read_file completed (0.14s, 10413 chars)
2026-07-14 16:52:17,413 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4318 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:52:45,028 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4318 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:52:45,031 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #163: model=default provider=custom in=110953 out=1567 total=112520 latency=27.6s cache=102912/110953 (93%)
2026-07-14 16:52:46,905 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool patch completed (1.83s, 1559 chars)
2026-07-14 16:52:46,967 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4326 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:52:52,537 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4326 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:52:52,540 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #164: model=default provider=custom in=111847 out=174 total=112021 latency=5.6s cache=108544/111847 (97%)
2026-07-14 16:52:53,209 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool patch completed (0.64s, 756 chars)
2026-07-14 16:52:53,280 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4334 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:52:55,417 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4313 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:52:55,419 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #248: model=default provider=custom in=98940 out=1868 total=100808 latency=40.1s cache=75776/98940 (77%)
2026-07-14 16:52:55,468 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=12/60 budget=12/60 tool_turns=36 last_msg_role=assistant response_len=2665 session=20260712_081412_654c5f58
2026-07-14 16:52:55,488 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=182.9s api_calls=12 response=2665 chars
2026-07-14 16:52:55,536 INFO gateway.platforms.base: [Telegram] Sending response (2665 chars) to -1003707758328
2026-07-14 16:52:58,783 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4334 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:52:58,784 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #165: model=default provider=custom in=112242 out=158 total=112400 latency=5.5s cache=109568/112242 (98%)
2026-07-14 16:52:58,931 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.12s, 367 chars)
2026-07-14 16:52:58,987 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4336 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:53:02,525 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4336 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:53:02,527 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #166: model=default provider=custom in=112540 out=88 total=112628 latency=3.6s cache=110080/112540 (98%)
2026-07-14 16:53:02,671 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool read_file completed (0.12s, 4633 chars)
2026-07-14 16:53:02,725 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4341 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:53:18,627 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4341 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:53:18,629 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #167: model=default provider=custom in=114948 out=607 total=115555 latency=15.9s cache=110080/114948 (96%)
2026-07-14 16:53:18,653 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=10/60 budget=10/60 tool_turns=104 last_msg_role=assistant response_len=1905 session=20260714_114920_9d9d2d3b
2026-07-14 16:53:18,704 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=263.5s api_calls=10 response=1905 chars
2026-07-14 16:53:18,743 INFO gateway.platforms.base: [Telegram] Sending response (1905 chars) to -1003707758328
2026-07-14 16:55:12,626 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[589049]
2026-07-14 16:55:34,856 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-14 (_call):133763708217024 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:55:34,859 INFO [20260714_165113_03183d] agent.conversation_loop: API call #4: model=default provider=custom in=35230 out=88 total=35318 latency=208.4s cache=1536/35230 (4%)
2026-07-14 16:55:34,892 INFO [20260714_165113_03183d] agent.tool_executor: tool kanban_block completed (0.01s, 100 chars)
2026-07-14 16:55:34,927 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-15 (_call):133763708217024 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:55:54,913 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-15 (_call):133763708217024 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:55:54,915 INFO [20260714_165113_03183d] agent.conversation_loop: API call #5: model=default provider=custom in=37875 out=234 total=38109 latency=20.0s
2026-07-14 16:55:54,942 INFO [20260714_165113_03183d] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=5/60 budget=5/60 tool_turns=4 last_msg_role=assistant response_len=1020 session=20260714_165113_03183d
2026-07-14 16:55:55,114 INFO tools.terminal_tool: Manually cleaned up environment for task: default
2026-07-14 16:55:55,115 INFO tools.terminal_tool: Cleaned 1 environments
2026-07-14 16:55:55,358 INFO agent.auxiliary_client: Auxiliary auto-detect: using main provider custom (default)
2026-07-14 16:55:55,367 INFO agent.auxiliary_client: Auxiliary title_generation: using auto (default) at http://localhost:20128/v1/
2026-07-14 16:55:55,613 INFO cli: CLI cleanup calling memory shutdown for session 20260714_165113_03183d with 10 message(s)
2026-07-14 16:56:12,749 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[589043]
2026-07-14 16:56:13,016 INFO agent.auxiliary_client: Auxiliary auto-detect: using main provider custom (default)
2026-07-14 16:56:17,155 INFO gateway.run: kanban auto-decompose [brand-monitoring]: t_2abbba95 → 3 children
2026-07-14 16:56:17,205 INFO gateway.run: kanban dispatcher [brand-monitoring]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-14 16:58:38,767 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (898 chars)
2026-07-14 16:58:38,790 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='2026-07-14-fulbright-weekly.md có các vấn đề sau: 1. Các link bài báo ko đề cập ' reply_to_id=20 reply_to_text=''
2026-07-14 16:58:38,965 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 16:58:39,070 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=263 msg='[NN Vo] 2026-07-14-fulbright-weekly.md có các vấn đề sau: 1. Các link bài báo ko...'
2026-07-14 16:58:39,143 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4342 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:59:15,410 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4342 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:59:15,412 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #168: model=default provider=custom in=125029 out=181 total=125210 latency=36.3s
2026-07-14 16:59:15,562 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.13s, 3326 chars)
2026-07-14 16:59:15,630 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4344 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:59:52,577 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4344 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 16:59:52,579 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #169: model=default provider=custom in=127121 out=812 total=127933 latency=37.0s
2026-07-14 16:59:53,761 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool patch completed (1.15s, 800 chars)
2026-07-14 16:59:53,812 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4352 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:00:06,379 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (19 chars)
2026-07-14 17:00:06,393 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='bạn làm tới đâu rồi' reply_to_id=12 reply_to_text=''
2026-07-14 17:00:06,957 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 17:00:07,077 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=106 msg='[NN Vo] bạn làm tới đâu rồi'
2026-07-14 17:00:07,158 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4353 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:00:43,861 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4352 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:00:43,862 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #170: model=default provider=custom in=118866 out=452 total=119318 latency=50.1s cache=112640/118866 (95%)
2026-07-14 17:00:44,739 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool patch completed (0.86s, 1644 chars)
2026-07-14 17:00:44,809 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4361 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:01:01,412 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4361 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:01:01,413 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #171: model=default provider=custom in=119781 out=345 total=120126 latency=16.6s cache=116736/119781 (97%)
2026-07-14 17:01:02,661 INFO [20260714_114920_9d9d2d3b] hermes.lint.lsp: lsp[pyright] 2 diags (brand-monitoring/shared/workflows/report_generator.py)
2026-07-14 17:01:02,747 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool patch completed (1.31s, 1416 chars)
2026-07-14 17:01:02,882 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4369 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:01:31,733 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (34 chars)
2026-07-14 17:01:31,748 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='task tới đâu rồi, sao ko tự update' reply_to_id=18 reply_to_text=''
2026-07-14 17:01:31,878 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 17:01:31,951 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=190 msg='[NN Vo] task tới đâu rồi, sao ko tự update'
2026-07-14 17:01:32,017 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4370 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:01:32,178 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4369 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:01:32,179 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #172: model=default provider=custom in=120540 out=802 total=121342 latency=29.3s cache=117760/120540 (98%)
2026-07-14 17:01:32,833 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool patch completed (0.63s, 2654 chars)
2026-07-14 17:01:32,890 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4378 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:01:38,960 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4378 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:01:38,961 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #173: model=default provider=custom in=122142 out=152 total=122294 latency=6.1s cache=118272/122142 (97%)
2026-07-14 17:01:39,137 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool terminal returned error (0.14s): {"output": "Traceback (most recent call last):\n  File \"<stdin>\", line 4, in <module>\n  File \"/opt/ai-os/products/ceo/brand-monitoring/shared/workflows/report_generator.py\", line 183, in generate
2026-07-14 17:01:39,200 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4380 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:01:43,358 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4370 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:01:43,360 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #218: model=default provider=custom in=88613 out=414 total=89027 latency=11.4s cache=12800/88613 (14%)
2026-07-14 17:01:44,174 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.78s, 1737 chars)
2026-07-14 17:01:45,963 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.78s, 1640 chars)
2026-07-14 17:01:47,753 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.78s, 2563 chars)
2026-07-14 17:01:49,548 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.78s, 2561 chars)
2026-07-14 17:01:49,603 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4385 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:01:55,585 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4380 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:01:55,586 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #174: model=default provider=custom in=122414 out=125 total=122539 latency=16.4s cache=119808/122414 (98%)
2026-07-14 17:01:56,366 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool patch completed (0.75s, 926 chars)
2026-07-14 17:01:56,424 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4393 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:01:59,622 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4385 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:01:59,623 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #219: model=default provider=custom in=91937 out=576 total=92513 latency=10.0s cache=86528/91937 (94%)
2026-07-14 17:01:59,643 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=74 last_msg_role=assistant response_len=1211 session=20260710_094439_1cb443b1
2026-07-14 17:01:59,682 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=27.9s api_calls=2 response=1211 chars
2026-07-14 17:01:59,703 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:01:59,720 INFO gateway.platforms.base: [Telegram] Sending response (1211 chars) to -1003707758328
2026-07-14 17:01:59,790 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 17:01:59,815 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=197 msg='Review the conversation above and consider saving to memory if appropriate.  Foc...'
2026-07-14 17:01:59,858 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4394 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:02:05,885 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4394 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:02:05,886 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1: model=default provider=custom in=92255 out=215 total=92470 latency=6.1s cache=12800/92255 (14%)
2026-07-14 17:02:05,893 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool memory returned error (0.00s): {"success": false, "error": "After applying all 2 operations, memory would be at 1,794/1,375 chars -- over the limit. Remove or shorten more entries in the same batch (see current_entries below), then
2026-07-14 17:02:05,951 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4395 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:02:08,287 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4393 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:02:08,289 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #175: model=default provider=custom in=122808 out=122 total=122930 latency=11.9s
2026-07-14 17:02:09,165 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool patch completed (0.85s, 919 chars)
2026-07-14 17:02:09,261 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4403 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:02:11,503 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4395 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:02:11,505 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #2: model=default provider=custom in=92830 out=250 total=93080 latency=5.6s cache=90112/92830 (97%)
2026-07-14 17:02:11,516 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool memory returned error (0.00s): {"success": false, "error": "Operation 1 (replace): no entry matched 'User wants Hermes-native versions of external research frameworks, and wants academic research workflows upgraded before resuming 
2026-07-14 17:02:11,566 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4404 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:02:15,967 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4403 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:02:15,969 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #176: model=default provider=custom in=123192 out=138 total=123330 latency=6.7s
2026-07-14 17:02:16,180 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.19s, 367 chars)
2026-07-14 17:02:16,251 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4406 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:02:18,248 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4404 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:02:18,250 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #3: model=default provider=custom in=93630 out=107 total=93737 latency=6.7s
2026-07-14 17:02:18,265 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool memory completed (0.01s, 201 chars)
2026-07-14 17:02:18,310 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4407 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:02:21,785 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4407 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:02:21,785 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #4: model=default provider=custom in=99974 out=211 total=100185 latency=3.5s
2026-07-14 17:02:21,790 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/16 budget=4/16 tool_turns=77 last_msg_role=assistant response_len=768 session=20260710_094439_1cb443b1
2026-07-14 17:02:21,794 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:02:23,571 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4406 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:02:23,573 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #177: model=default provider=custom in=134406 out=448 total=134854 latency=7.3s
2026-07-14 17:02:23,616 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=10/60 budget=10/60 tool_turns=113 last_msg_role=assistant response_len=703 session=20260714_114920_9d9d2d3b
2026-07-14 17:02:23,679 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=224.9s api_calls=10 response=703 chars
2026-07-14 17:02:23,707 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:02:23,763 INFO gateway.platforms.base: [Telegram] Sending response (703 chars) to -1003707758328
2026-07-14 17:02:23,927 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 17:02:23,960 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=283 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 17:02:24,014 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4408 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:02:43,196 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4408 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:02:43,198 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #1: model=default provider=custom in=134379 out=89 total=134468 latency=19.2s
2026-07-14 17:02:43,271 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool skills_list completed (0.07s, 19867 chars)
2026-07-14 17:02:43,317 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4409 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:02:55,626 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4353 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:02:55,629 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #249: model=default provider=custom in=99821 out=1088 total=100909 latency=168.5s cache=96768/99821 (97%)
2026-07-14 17:02:55,664 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=36 last_msg_role=assistant response_len=1824 session=20260712_081412_654c5f58
2026-07-14 17:02:55,715 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=169.3s api_calls=1 response=1824 chars
2026-07-14 17:02:55,754 INFO gateway.platforms.base: [Telegram] Sending response (1824 chars) to -1003707758328
2026-07-14 17:03:22,329 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (155 chars)
2026-07-14 17:03:22,349 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tôi thấy đã cập nhật đâu, các lỗi tôi đề cập vẫn giữ nguyên trong file 2026-07-1' reply_to_id=20 reply_to_text=''
2026-07-14 17:03:22,503 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 17:03:22,577 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=283 msg='[NN Vo] tôi thấy đã cập nhật đâu, các lỗi tôi đề cập vẫn giữ nguyên trong file 2...'
2026-07-14 17:03:22,659 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4410 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:03:24,238 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4410 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:03:24,238 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #178: model=default provider=custom in=133289 out=280 total=133569 latency=1.6s cache=121842/133289 (91%)
2026-07-14 17:03:24,384 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.12s, 82 chars)
2026-07-14 17:03:24,392 INFO [20260714_114920_9d9d2d3b] agent.conversation_compression: context compression started: session=20260714_114920_9d9d2d3b messages=286 tokens=~133,289 model=default focus=None
2026-07-14 17:03:24,450 INFO [20260714_114920_9d9d2d3b] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-14 17:04:14,521 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4409 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:04:14,523 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #2: model=default provider=custom in=139522 out=497 total=140019 latency=91.2s cache=130009/139522 (93%)
2026-07-14 17:04:14,662 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool skill_view completed (0.08s, 7506 chars)
2026-07-14 17:04:14,733 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4412 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:04:19,939 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (100 chars)
2026-07-14 17:04:19,960 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tôi ko biết làm, làm cho tôi, tôi đang access từ máy cá nhân, ko biết connect go' reply_to_id=18 reply_to_text=''
2026-07-14 17:04:20,099 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 17:04:20,190 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=197 msg='[NN Vo] tôi ko biết làm, làm cho tôi, tôi đang access từ máy cá nhân, ko biết co...'
2026-07-14 17:04:20,253 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4413 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:04:38,999 INFO [20260714_114920_9d9d2d3b] agent.conversation_compression: context compression done: session=20260714_114920_9d9d2d3b messages=286->147 rough_tokens=~69,147 awaiting_real_usage=true
2026-07-14 17:04:39,046 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4414 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:04:41,190 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4413 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:04:41,190 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #220: model=default provider=custom in=92361 out=450 total=92811 latency=21.0s cache=89600/92361 (97%)
2026-07-14 17:04:41,389 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.18s, 1127 chars)
2026-07-14 17:04:41,434 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4416 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:04:48,647 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4416 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:04:48,649 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #221: model=default provider=custom in=92798 out=263 total=93061 latency=7.2s cache=90112/92798 (97%)
2026-07-14 17:04:48,666 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=75 last_msg_role=assistant response_len=1002 session=20260710_094439_1cb443b1
2026-07-14 17:04:48,700 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=28.7s api_calls=2 response=1002 chars
2026-07-14 17:04:48,732 INFO gateway.platforms.base: [Telegram] Sending response (1002 chars) to -1003707758328
2026-07-14 17:04:50,947 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4414 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:04:50,947 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #179: model=default provider=custom in=69585 out=515 total=70100 latency=11.9s cache=18944/69585 (27%)
2026-07-14 17:04:51,069 INFO agent.tool_executor: tool read_file completed (0.09s, 6063 chars)
2026-07-14 17:04:51,078 INFO agent.tool_executor: tool read_file completed (0.10s, 12577 chars)
2026-07-14 17:04:51,093 INFO agent.tool_executor: tool read_file completed (0.12s, 4807 chars)
2026-07-14 17:04:51,154 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4429 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:04:52,055 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4412 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:04:52,056 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #3: model=default provider=custom in=131787 out=844 total=132631 latency=37.3s cache=100864/131787 (77%)
2026-07-14 17:04:52,085 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool skill_manage returned error (0.02s): {"success": false, "error": "Refusing background curator write_file for skill 'public-data-brand-monitoring': the current references/fulbright-feasibility-test-20260714.md content has not been loaded 
2026-07-14 17:04:52,147 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4430 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:04:58,641 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4430 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:04:58,643 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #4: model=default provider=custom in=132694 out=90 total=132784 latency=6.5s
2026-07-14 17:04:58,709 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool skill_view completed (0.06s, 1239 chars)
2026-07-14 17:04:58,764 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4431 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:05:00,484 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4429 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:05:00,486 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #180: model=default provider=custom in=77969 out=400 total=78369 latency=9.3s cache=67072/77969 (86%)
2026-07-14 17:05:00,658 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool skill_view completed (0.14s, 36171 chars)
2026-07-14 17:05:00,755 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4432 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:05:11,603 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4431 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:05:11,604 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #5: model=default provider=custom in=133059 out=337 total=133396 latency=12.9s cache=130560/133059 (98%)
2026-07-14 17:05:11,643 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool skill_manage completed (0.03s, 257 chars)
2026-07-14 17:05:11,696 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4433 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:05:18,344 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[589738]
2026-07-14 17:05:18,421 INFO gateway.run: kanban dispatcher [brand-monitoring]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-14 17:05:28,018 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4433 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:05:28,021 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #6: model=default provider=custom in=133473 out=844 total=134317 latency=16.3s cache=130560/133473 (98%)
2026-07-14 17:05:28,075 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool skill_manage completed (0.05s, 550 chars)
2026-07-14 17:05:28,172 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4434 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:05:37,935 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4434 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:05:37,936 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #7: model=default provider=custom in=134451 out=252 total=134703 latency=9.8s
2026-07-14 17:05:37,941 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=7/16 budget=7/16 tool_turns=119 last_msg_role=assistant response_len=929 session=20260714_114920_9d9d2d3b
2026-07-14 17:05:37,946 INFO [20260714_114920_9d9d2d3b] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:06:18,517 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[590778]
2026-07-14 17:06:18,566 INFO gateway.run: kanban dispatcher [brand-monitoring]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-14 17:07:31,532 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4432 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:07:31,535 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #181: model=default provider=custom in=87981 out=1411 total=89392 latency=150.8s cache=75776/87981 (86%)
2026-07-14 17:07:31,784 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.21s, 67 chars)
2026-07-14 17:07:31,849 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4436 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:07:45,984 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Cached user photo at /root/.hermes/cache/images/img_e549644ab82e.jpg
2026-07-14 17:07:46,786 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing photo batch agent:main:telegram:group:-1003707758328:18:photo-burst with 1 image(s)
2026-07-14 17:07:46,801 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='Tôi stuck ở bước 3 và 4, cần làm gì tiếp theo  Project ID ceo-ai-os-vps-hermes-a' reply_to_id=18 reply_to_text=''
2026-07-14 17:07:46,944 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 17:07:47,012 INFO gateway.run: Image routing: text (mode=text). Pre-analyzing 1 image(s) via vision_analyze.
2026-07-14 17:07:47,013 INFO tools.vision_tools: Analyzing image: /root/.hermes/cache/images/img_e549644ab82e.jpg
2026-07-14 17:07:47,013 INFO tools.vision_tools: User prompt: Describe everything visible in this image in thorough detail. Include any text, code, data, objects,
2026-07-14 17:07:47,022 INFO tools.vision_tools: Image ready (56.2 KB)
2026-07-14 17:07:47,023 INFO tools.vision_tools: Converting image to base64...
2026-07-14 17:07:47,025 INFO tools.vision_tools: Image converted to base64 (74.9 KB)
2026-07-14 17:07:47,025 INFO tools.vision_tools: Processing image with vision model...
2026-07-14 17:08:07,714 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4436 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:08:07,716 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #182: model=default provider=custom in=95338 out=161 total=95499 latency=35.9s
2026-07-14 17:08:07,772 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.03s, 682 chars)
2026-07-14 17:08:07,825 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4438 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:08:09,622 INFO tools.vision_tools: Image analysis completed (4065 characters)
2026-07-14 17:08:09,716 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=201 msg="[The user sent an image~ Here's what I can see: Based on the image provided, her..."
2026-07-14 17:08:09,785 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4439 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:08:30,963 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4439 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:08:30,964 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #222: model=default provider=custom in=99991 out=1493 total=101484 latency=21.2s
2026-07-14 17:08:30,992 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=75 last_msg_role=assistant response_len=971 session=20260710_094439_1cb443b1
2026-07-14 17:08:31,039 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=44.2s api_calls=1 response=971 chars
2026-07-14 17:08:31,070 INFO gateway.platforms.base: [Telegram] Sending response (971 chars) to -1003707758328
2026-07-14 17:08:35,800 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4438 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:08:35,802 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #183: model=default provider=custom in=95760 out=1440 total=97200 latency=28.0s
2026-07-14 17:08:35,932 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.11s, 69 chars)
2026-07-14 17:08:35,981 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4441 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:09:19,802 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4441 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:09:19,803 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #184: model=default provider=custom in=91300 out=150 total=91450 latency=43.8s cache=18944/91300 (21%)
2026-07-14 17:09:19,967 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.11s, 367 chars)
2026-07-14 17:09:20,025 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4443 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:09:29,909 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4443 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:09:29,910 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #185: model=default provider=custom in=91590 out=76 total=91666 latency=9.9s cache=89088/91590 (97%)
2026-07-14 17:09:30,004 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool read_file completed (0.08s, 4515 chars)
2026-07-14 17:09:30,051 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4448 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:09:33,323 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Cached user photo at /root/.hermes/cache/images/img_cf1f2b84a56b.jpg
2026-07-14 17:09:34,126 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing photo batch agent:main:telegram:group:-1003707758328:18:photo-burst with 1 image(s)
2026-07-14 17:09:34,135 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='bước này chọn gì' reply_to_id=18 reply_to_text=''
2026-07-14 17:09:34,279 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 17:09:34,370 INFO gateway.run: Image routing: text (mode=text). Pre-analyzing 1 image(s) via vision_analyze.
2026-07-14 17:09:34,370 INFO tools.vision_tools: Analyzing image: /root/.hermes/cache/images/img_cf1f2b84a56b.jpg
2026-07-14 17:09:34,370 INFO tools.vision_tools: User prompt: Describe everything visible in this image in thorough detail. Include any text, code, data, objects,
2026-07-14 17:09:34,382 INFO tools.vision_tools: Image ready (72.5 KB)
2026-07-14 17:09:34,383 INFO tools.vision_tools: Converting image to base64...
2026-07-14 17:09:34,384 INFO tools.vision_tools: Image converted to base64 (96.7 KB)
2026-07-14 17:09:34,385 INFO tools.vision_tools: Processing image with vision model...
2026-07-14 17:09:46,308 INFO tools.vision_tools: Image analysis completed (3148 characters)
2026-07-14 17:09:46,404 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=203 msg="[The user sent an image~ Here's what I can see: This is a screenshot of a Google..."
2026-07-14 17:09:46,480 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4449 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:09:49,129 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4448 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:09:49,130 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #186: model=default provider=custom in=93777 out=732 total=94509 latency=19.1s cache=89088/93777 (95%)
2026-07-14 17:10:08,517 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4449 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:10:08,518 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #223: model=default provider=custom in=95222 out=312 total=95534 latency=22.1s cache=90624/95222 (95%)
2026-07-14 17:10:08,543 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=75 last_msg_role=assistant response_len=450 session=20260710_094439_1cb443b1
2026-07-14 17:10:08,595 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=34.5s api_calls=1 response=450 chars
2026-07-14 17:10:08,633 INFO gateway.platforms.base: [Telegram] Sending response (450 chars) to -1003707758328
2026-07-14 17:11:18,892 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (89.71s, 443 chars)
2026-07-14 17:11:20,093 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.18s, 75 chars)
2026-07-14 17:11:20,154 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4452 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:11:28,285 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4452 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:11:28,287 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #187: model=default provider=custom in=94193 out=251 total=94444 latency=8.2s
2026-07-14 17:11:37,732 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (9.42s, 2494 chars)
2026-07-14 17:11:37,795 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4454 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:11:57,724 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4454 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:11:57,725 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #188: model=default provider=custom in=101184 out=572 total=101756 latency=19.9s
2026-07-14 17:11:58,130 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (120 chars)
2026-07-14 17:11:58,180 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tôi muốn hiểu tất cả những bước này để làm gì? trong khi tôi chỉ đơn giản là muố' reply_to_id=18 reply_to_text=''
2026-07-14 17:11:58,373 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 17:11:58,477 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=205 msg='[NN Vo] tôi muốn hiểu tất cả những bước này để làm gì? trong khi tôi chỉ đơn giả...'
2026-07-14 17:11:58,549 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4460 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:11:59,042 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool patch completed (1.30s, 1357 chars)
2026-07-14 17:11:59,106 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4463 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:12:00,426 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4460 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:12:00,430 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #224: model=default provider=custom in=101309 out=25 total=101334 latency=1.9s cache=93378/101309 (92%)
2026-07-14 17:12:00,464 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=75 last_msg_role=assistant response_len=75 session=20260710_094439_1cb443b1
2026-07-14 17:12:00,482 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=2.3s api_calls=1 response=75 chars
2026-07-14 17:12:00,525 INFO gateway.platforms.base: [Telegram] Sending response (75 chars) to -1003707758328
2026-07-14 17:12:19,304 INFO gateway.run: kanban dispatcher [brand-monitoring]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-14 17:12:19,771 WARNING hermes_cli.plugins: Plugin operate/handoff-task: unknown kind 'command' (valid: backend, exclusive, model-provider, platform, standalone); treating as 'standalone'
2026-07-14 17:12:19,881 INFO hermes_cli.plugins: Plugin 'browser-browser-use' registered browser provider: browser-use
2026-07-14 17:12:19,883 INFO hermes_cli.plugins: Plugin 'browser-browserbase' registered browser provider: browserbase
2026-07-14 17:12:19,884 INFO hermes_cli.plugins: Plugin 'browser-firecrawl' registered browser provider: firecrawl
2026-07-14 17:12:20,067 INFO hermes_cli.plugins: Plugin 'fal' registered image_gen provider: fal
2026-07-14 17:12:20,070 INFO hermes_cli.plugins: Plugin 'krea' registered image_gen provider: krea
2026-07-14 17:12:20,071 INFO hermes_cli.plugins: Plugin 'openai' registered image_gen provider: openai
2026-07-14 17:12:20,072 INFO hermes_cli.plugins: Plugin 'openai-codex' registered image_gen provider: openai-codex
2026-07-14 17:12:20,073 INFO hermes_cli.plugins: Plugin 'openrouter' registered image_gen provider: openrouter
2026-07-14 17:12:20,073 INFO hermes_cli.plugins: Plugin 'openrouter' registered image_gen provider: nous
2026-07-14 17:12:20,074 INFO hermes_cli.plugins: Plugin 'xai' registered image_gen provider: xai
2026-07-14 17:12:20,089 INFO hermes_cli.plugins: Plugin 'fal' registered video_gen provider: fal
2026-07-14 17:12:20,090 INFO hermes_cli.plugins: Plugin 'xai' registered video_gen provider: xai
2026-07-14 17:12:20,092 INFO hermes_cli.plugins: Plugin 'web-brave-free' registered web provider: brave-free
2026-07-14 17:12:20,096 INFO hermes_cli.plugins: Plugin 'web-ddgs' registered web provider: ddgs
2026-07-14 17:12:20,097 INFO hermes_cli.plugins: Plugin 'web-exa' registered web provider: exa
2026-07-14 17:12:20,100 INFO hermes_cli.plugins: Plugin 'web-firecrawl' registered web provider: firecrawl
2026-07-14 17:12:20,102 INFO hermes_cli.plugins: Plugin 'web-parallel' registered web provider: parallel
2026-07-14 17:12:20,103 INFO hermes_cli.plugins: Plugin 'web-searxng' registered web provider: searxng
2026-07-14 17:12:20,104 INFO hermes_cli.plugins: Plugin 'web-tavily' registered web provider: tavily
2026-07-14 17:12:20,106 INFO hermes_cli.plugins: Plugin 'web-xai' registered web provider: xai
2026-07-14 17:12:20,234 WARNING hermes_cli.plugins: Plugin 'ai-os' tried to register command '/handoff' which conflicts with a built-in command. Skipping.
2026-07-14 17:12:20,234 INFO hermes_cli.plugins: Plugin discovery complete: 53 found, 45 enabled
2026-07-14 17:12:20,937 INFO run_agent: Loaded environment variables from /root/.hermes/.env
2026-07-14 17:12:22,874 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=MainThread:131949846972224 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:12:22,893 WARNING tools.registry: check_fn _browser_cdp_check returned False; dependent tools will be unavailable this turn
2026-07-14 17:12:22,904 WARNING tools.registry: check_fn _browser_dialog_check returned False; dependent tools will be unavailable this turn
2026-07-14 17:12:22,938 WARNING tools.registry: check_fn check_close_terminal_requirements returned False; dependent tools will be unavailable this turn
2026-07-14 17:12:22,941 WARNING tools.registry: check_fn check_computer_use_requirements returned False; dependent tools will be unavailable this turn
2026-07-14 17:12:22,985 WARNING tools.registry: check_fn check_image_generation_requirements returned False; dependent tools will be unavailable this turn
2026-07-14 17:12:22,985 WARNING tools.registry: check_fn _check_kanban_orchestrator_mode returned False; dependent tools will be unavailable this turn
2026-07-14 17:12:22,986 WARNING tools.registry: check_fn check_read_terminal_requirements returned False; dependent tools will be unavailable this turn
2026-07-14 17:12:23,316 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 17:12:23,364 INFO [20260714_171220_472ea3] agent.turn_context: conversation turn: session=20260714_171220_472ea3 model=default provider=custom platform=cli history=0 msg='work kanban task t_2abbba95'
2026-07-14 17:12:24,495 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5 (_call):131949798581952 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:12:42,696 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (138 chars)
2026-07-14 17:12:42,711 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tôi muốn hiểu tất cả những bước này để làm gì? trong khi tôi chỉ đơn giản là muố' reply_to_id=18 reply_to_text=''
2026-07-14 17:12:42,822 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 17:12:42,894 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=207 msg='[NN Vo] tôi muốn hiểu tất cả những bước này để làm gì? trong khi tôi chỉ đơn giả...'
2026-07-14 17:12:42,955 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4464 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:12:44,972 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4464 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:12:44,972 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #225: model=default provider=custom in=101373 out=163 total=101536 latency=2.0s
2026-07-14 17:12:44,991 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool mentor_state_list completed (0.00s, 146 chars)
2026-07-14 17:12:45,037 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4465 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:12:50,008 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4465 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:12:50,010 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #226: model=default provider=custom in=101487 out=85 total=101572 latency=5.0s
2026-07-14 17:12:50,031 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool mentor_state_read completed (0.00s, 226 chars)
2026-07-14 17:12:51,060 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool mentor_state_read completed (0.00s, 221 chars)
2026-07-14 17:12:51,109 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4466 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:13:00,253 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4466 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:13:00,254 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #227: model=default provider=custom in=101740 out=688 total=102428 latency=9.2s
2026-07-14 17:13:00,293 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=3/60 tool_turns=77 last_msg_role=assistant response_len=2447 session=20260710_094439_1cb443b1
2026-07-14 17:13:00,341 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=17.6s api_calls=3 response=2447 chars
2026-07-14 17:13:00,381 INFO gateway.platforms.base: [Telegram] Sending response (2447 chars) to -1003707758328
2026-07-14 17:13:52,684 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5 (_call):131949798581952 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:13:52,685 INFO [20260714_171220_472ea3] agent.conversation_loop: API call #1: model=default provider=custom in=26331 out=144 total=26475 latency=88.2s
2026-07-14 17:13:52,716 INFO [20260714_171220_472ea3] agent.tool_executor: tool kanban_show completed (0.01s, 26280 chars)
2026-07-14 17:13:52,751 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6 (_call):131949798581952 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:13:53,149 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4463 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:13:53,150 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #189: model=default provider=custom in=102161 out=396 total=102557 latency=114.1s
2026-07-14 17:13:54,019 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool patch completed (0.85s, 822 chars)
2026-07-14 17:13:54,100 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4474 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:14:10,557 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6 (_call):131949798581952 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:14:10,558 INFO [20260714_171220_472ea3] agent.conversation_loop: API call #2: model=default provider=custom in=34325 out=524 total=34849 latency=17.8s
2026-07-14 17:14:10,577 INFO [20260714_171220_472ea3] tools.file_tools: Creating new local environment for task default...
2026-07-14 17:14:10,626 INFO [20260714_171220_472ea3] tools.environments.base: Session snapshot created (session=d262ea6758a0, cwd=/root/.hermes/kanban/boards/brand-monitoring/workspaces/t_2abbba95)
2026-07-14 17:14:10,627 INFO [20260714_171220_472ea3] tools.file_tools: local environment ready for task default
2026-07-14 17:14:10,704 INFO [20260714_171220_472ea3] agent.tool_executor: tool search_files completed (0.13s, 1643 chars)
2026-07-14 17:14:10,736 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-12 (_call):131949668591296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:14:11,936 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4474 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:14:11,938 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #190: model=default provider=custom in=102814 out=422 total=103236 latency=17.9s cache=97591/102814 (95%)
2026-07-14 17:14:12,565 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool patch completed (0.61s, 817 chars)
2026-07-14 17:14:12,610 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4482 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:14:24,297 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Cached user document at /root/.hermes/cache/documents/doc_2e234bd6adb1_client_secret_818950023536_iiqf2udmd6l898fi8hseothpav5kl97d_apps.json (application/json)
2026-07-14 17:14:24,312 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='[Content of client_secret_818950023536_iiqf2udmd6l898fi8hseothpav5kl97d_apps.jso' reply_to_id=18 reply_to_text=''
2026-07-14 17:14:24,521 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 17:14:24,625 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=214 msg="[The user sent a document: 'client_secret_818950023536_iiqf2udmd6l898fi8hseothpa..."
2026-07-14 17:14:24,716 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4483 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:14:33,202 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4482 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:14:33,203 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #191: model=default provider=custom in=97248 out=358 total=97606 latency=20.6s cache=91648/97248 (94%)
2026-07-14 17:14:33,449 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool patch returned error (0.22s): {"success": false, "error": "Found 2 matches for old_string. Provide more context to make it unique, or use replace_all=True."}
2026-07-14 17:14:33,505 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4485 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:14:39,177 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4485 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:14:39,178 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #192: model=default provider=custom in=97648 out=64 total=97712 latency=5.7s cache=95232/97648 (98%)
2026-07-14 17:14:39,323 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool read_file completed (0.12s, 3479 chars)
2026-07-14 17:14:39,389 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4490 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:14:41,304 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-12 (_call):131949668591296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:14:41,307 INFO [20260714_171220_472ea3] agent.conversation_loop: API call #3: model=default provider=custom in=32300 out=123 total=32423 latency=30.6s cache=1536/32300 (5%)
2026-07-14 17:14:41,408 INFO [20260714_171220_472ea3] agent.tool_executor: tool skill_view completed (0.08s, 63169 chars)
2026-07-14 17:14:41,506 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-13 (_call):131949668591296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:14:45,982 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4490 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:14:45,984 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #193: model=default provider=custom in=98800 out=274 total=99074 latency=6.6s cache=95232/98800 (96%)
2026-07-14 17:14:47,129 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool patch completed (1.12s, 1064 chars)
2026-07-14 17:14:47,187 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4498 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:14:49,677 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-13 (_call):131949668591296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:14:49,680 INFO [20260714_171220_472ea3] agent.conversation_loop: API call #4: model=default provider=custom in=48675 out=469 total=49144 latency=8.2s cache=30208/48675 (62%)
2026-07-14 17:14:49,848 INFO agent.tool_executor: tool read_file completed (0.13s, 12693 chars)
2026-07-14 17:14:49,857 INFO agent.tool_executor: tool read_file completed (0.14s, 12684 chars)
2026-07-14 17:14:49,860 INFO agent.tool_executor: tool read_file completed (0.14s, 6043 chars)
2026-07-14 17:14:49,860 INFO agent.tool_executor: tool read_file completed (0.15s, 611 chars)
2026-07-14 17:14:49,936 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-30 (_call):131949668591296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:14:53,562 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4498 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:14:53,564 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #194: model=default provider=custom in=99374 out=147 total=99521 latency=6.4s cache=96768/99374 (97%)
2026-07-14 17:14:53,812 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.18s, 399 chars)
2026-07-14 17:14:53,865 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4500 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:14:59,674 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-30 (_call):131949668591296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:14:59,675 INFO [20260714_171220_472ea3] agent.conversation_loop: API call #5: model=default provider=custom in=58555 out=498 total=59053 latency=9.8s cache=46592/58555 (80%)
2026-07-14 17:14:59,805 INFO agent.tool_executor: tool search_files completed (0.10s, 18 chars)
2026-07-14 17:14:59,814 INFO agent.tool_executor: tool read_file completed (0.11s, 4786 chars)
2026-07-14 17:14:59,818 INFO agent.tool_executor: tool search_files completed (0.11s, 2302 chars)
2026-07-14 17:14:59,871 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-40 (_call):131949372892864 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:15:08,818 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4500 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:15:08,820 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #195: model=default provider=custom in=99668 out=320 total=99988 latency=15.0s cache=97280/99668 (98%)
2026-07-14 17:15:09,591 WARNING hermes_cli.plugins: Plugin operate/handoff-task: unknown kind 'command' (valid: backend, exclusive, model-provider, platform, standalone); treating as 'standalone'
2026-07-14 17:15:09,723 INFO hermes_cli.plugins: Plugin 'browser-browser-use' registered browser provider: browser-use
2026-07-14 17:15:09,726 INFO hermes_cli.plugins: Plugin 'browser-browserbase' registered browser provider: browserbase
2026-07-14 17:15:09,727 INFO hermes_cli.plugins: Plugin 'browser-firecrawl' registered browser provider: firecrawl
2026-07-14 17:15:09,946 INFO hermes_cli.plugins: Plugin 'fal' registered image_gen provider: fal
2026-07-14 17:15:09,946 INFO hermes_cli.plugins: Plugin 'krea' registered image_gen provider: krea
2026-07-14 17:15:09,947 INFO hermes_cli.plugins: Plugin 'openai' registered image_gen provider: openai
2026-07-14 17:15:09,948 INFO hermes_cli.plugins: Plugin 'openai-codex' registered image_gen provider: openai-codex
2026-07-14 17:15:09,948 INFO hermes_cli.plugins: Plugin 'openrouter' registered image_gen provider: openrouter
2026-07-14 17:15:09,948 INFO hermes_cli.plugins: Plugin 'openrouter' registered image_gen provider: nous
2026-07-14 17:15:09,949 INFO hermes_cli.plugins: Plugin 'xai' registered image_gen provider: xai
2026-07-14 17:15:09,975 INFO hermes_cli.plugins: Plugin 'fal' registered video_gen provider: fal
2026-07-14 17:15:09,977 INFO hermes_cli.plugins: Plugin 'xai' registered video_gen provider: xai
2026-07-14 17:15:09,981 INFO hermes_cli.plugins: Plugin 'web-brave-free' registered web provider: brave-free
2026-07-14 17:15:09,983 INFO hermes_cli.plugins: Plugin 'web-ddgs' registered web provider: ddgs
2026-07-14 17:15:09,985 INFO hermes_cli.plugins: Plugin 'web-exa' registered web provider: exa
2026-07-14 17:15:09,990 INFO hermes_cli.plugins: Plugin 'web-firecrawl' registered web provider: firecrawl
2026-07-14 17:15:09,993 INFO hermes_cli.plugins: Plugin 'web-parallel' registered web provider: parallel
2026-07-14 17:15:09,995 INFO hermes_cli.plugins: Plugin 'web-searxng' registered web provider: searxng
2026-07-14 17:15:09,997 INFO hermes_cli.plugins: Plugin 'web-tavily' registered web provider: tavily
2026-07-14 17:15:10,002 INFO hermes_cli.plugins: Plugin 'web-xai' registered web provider: xai
2026-07-14 17:15:10,109 WARNING hermes_cli.plugins: Plugin 'ai-os' tried to register command '/handoff' which conflicts with a built-in command. Skipping.
2026-07-14 17:15:10,109 INFO hermes_cli.plugins: Plugin discovery complete: 53 found, 45 enabled
2026-07-14 17:15:17,398 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-40 (_call):131949372892864 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:15:17,399 INFO [20260714_171220_472ea3] agent.conversation_loop: API call #6: model=default provider=custom in=61810 out=646 total=62456 latency=17.5s
2026-07-14 17:15:17,484 INFO agent.tool_executor: tool search_files completed (0.06s, 18 chars)
2026-07-14 17:15:17,528 INFO agent.tool_executor: tool read_file completed (0.10s, 10141 chars)
2026-07-14 17:15:17,543 INFO agent.tool_executor: tool search_files completed (0.12s, 2677 chars)
2026-07-14 17:15:17,613 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-49 (_call):131949372892864 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:15:17,859 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (9.01s, 152 chars)
2026-07-14 17:15:17,919 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4502 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:15:21,524 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4502 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:15:21,528 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #196: model=default provider=custom in=100046 out=104 total=100150 latency=3.6s cache=85504/100046 (85%)
2026-07-14 17:15:21,643 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool read_file completed (0.10s, 4786 chars)
2026-07-14 17:15:21,695 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4507 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:15:30,644 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-49 (_call):131949372892864 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:15:30,645 INFO [20260714_171220_472ea3] agent.conversation_loop: API call #7: model=default provider=custom in=66145 out=744 total=66889 latency=13.1s cache=59392/66145 (90%)
2026-07-14 17:15:30,724 INFO agent.tool_executor: tool search_files completed (0.06s, 18 chars)
2026-07-14 17:15:30,752 INFO agent.tool_executor: tool read_file completed (0.09s, 3729 chars)
2026-07-14 17:15:30,760 INFO agent.tool_executor: tool read_file completed (0.09s, 3213 chars)
2026-07-14 17:15:30,813 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-60 (_call):131949381285568 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:15:42,589 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4483 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:15:42,592 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #228: model=default provider=custom in=96879 out=352 total=97231 latency=77.9s cache=92672/96879 (96%)
2026-07-14 17:15:43,803 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (1.19s, 2081 chars)
2026-07-14 17:15:43,873 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4509 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:15:45,729 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-60 (_call):131949381285568 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:15:45,731 INFO [20260714_171220_472ea3] agent.conversation_loop: API call #8: model=default provider=custom in=68419 out=855 total=69274 latency=14.9s cache=64000/68419 (94%)
2026-07-14 17:15:45,764 INFO [20260714_171220_472ea3] agent.tool_executor: tool kanban_comment completed (0.01s, 55 chars)
2026-07-14 17:15:45,797 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-61 (_call):131949381285568 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:15:52,835 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-61 (_call):131949381285568 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:15:52,846 INFO [20260714_171220_472ea3] agent.conversation_loop: API call #9: model=default provider=custom in=68793 out=147 total=68940 latency=7.1s
2026-07-14 17:15:52,891 INFO [20260714_171220_472ea3] agent.tool_executor: tool kanban_block completed (0.02s, 100 chars)
2026-07-14 17:15:52,924 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-62 (_call):131949381285568 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:15:54,030 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4507 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:15:54,031 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #197: model=default provider=custom in=102408 out=2104 total=104512 latency=32.4s cache=97792/102408 (95%)
2026-07-14 17:15:54,983 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool patch completed (0.92s, 1162 chars)
2026-07-14 17:15:56,141 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4517 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:15:56,617 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4509 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:15:56,619 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #229: model=default provider=custom in=97854 out=665 total=98519 latency=12.8s cache=94720/97854 (97%)
2026-07-14 17:15:56,651 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=78 last_msg_role=assistant response_len=1209 session=20260710_094439_1cb443b1
2026-07-14 17:15:56,713 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=92.4s api_calls=2 response=1209 chars
2026-07-14 17:15:56,771 INFO gateway.platforms.base: [Telegram] Sending response (1209 chars) to -1003707758328
2026-07-14 17:16:01,822 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4517 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:16:01,824 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #198: model=default provider=custom in=103151 out=128 total=103279 latency=6.8s cache=91648/103151 (89%)
2026-07-14 17:16:02,481 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-62 (_call):131949381285568 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:16:02,483 INFO [20260714_171220_472ea3] agent.conversation_loop: API call #10: model=default provider=custom in=68992 out=376 total=69368 latency=9.6s
2026-07-14 17:16:02,614 INFO [20260714_171220_472ea3] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=10/60 budget=10/60 tool_turns=9 last_msg_role=assistant response_len=1332 session=20260714_171220_472ea3
2026-07-14 17:16:02,908 INFO tools.terminal_tool: Manually cleaned up environment for task: default
2026-07-14 17:16:02,909 INFO tools.terminal_tool: Cleaned 1 environments
2026-07-14 17:16:02,959 INFO agent.auxiliary_client: Auxiliary auto-detect: using main provider custom (default)
2026-07-14 17:16:02,978 INFO agent.auxiliary_client: Auxiliary title_generation: using auto (default) at http://localhost:20128/v1/
2026-07-14 17:16:02,983 INFO [20260714_114920_9d9d2d3b] hermes.lint.lsp: lsp[pyright] 2 diags (brand-monitoring/shared/workflows/report_generator.py)
2026-07-14 17:16:03,044 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool patch completed (1.15s, 689 chars)
2026-07-14 17:16:03,135 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4525 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:16:03,514 INFO cli: CLI cleanup calling memory shutdown for session 20260714_171220_472ea3 with 29 message(s)
2026-07-14 17:16:06,066 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4525 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:16:06,067 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #199: model=default provider=custom in=114623 out=538 total=115161 latency=3.0s
2026-07-14 17:16:07,020 INFO [20260714_114920_9d9d2d3b] hermes.lint.lsp: lsp[pyright] 1 diags (brand-monitoring/shared/workflows/report_generator.py)
2026-07-14 17:16:07,064 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool patch completed (0.85s, 1383 chars)
2026-07-14 17:16:07,123 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4533 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:16:08,935 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4533 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:16:08,936 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #200: model=default provider=custom in=115614 out=367 total=115981 latency=1.8s cache=109738/115614 (95%)
2026-07-14 17:16:09,583 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool patch completed (0.62s, 1006 chars)
2026-07-14 17:16:09,648 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4541 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:16:11,847 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4541 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:16:11,848 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #201: model=default provider=custom in=116295 out=291 total=116586 latency=2.2s cache=109733/116295 (94%)
2026-07-14 17:16:11,880 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=24/60 budget=24/60 tool_turns=83 last_msg_role=assistant response_len=306 session=20260714_114920_9d9d2d3b
2026-07-14 17:16:11,944 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=769.6s api_calls=24 response=306 chars
2026-07-14 17:16:11,950 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:16:11,988 INFO gateway.platforms.base: [Telegram] Sending response (306 chars) to -1003707758328
2026-07-14 17:16:12,048 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 17:16:12,070 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=195 msg='Review the conversation above and update two things:  **Memory**: who the user i...'
2026-07-14 17:16:12,115 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4542 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:16:15,598 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4542 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:16:15,599 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #1: model=default provider=custom in=112348 out=378 total=112726 latency=3.5s cache=4066/112348 (4%)
2026-07-14 17:16:15,608 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool memory returned error (0.00s): {"success": false, "error": "After applying all 1 operations, memory would be at 2,484/2,200 chars -- over the limit. Remove or shorten more entries in the same batch (see current_entries below), then
2026-07-14 17:16:16,631 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool skill_manage returned error (0.02s): {"success": false, "error": "Refusing background curator patch for skill 'brand-monitoring': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, o
2026-07-14 17:16:16,680 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4543 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:16:20,361 INFO agent.auxiliary_client: Auxiliary auto-detect: using main provider custom (default)
2026-07-14 17:16:21,406 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4543 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:16:21,410 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #2: model=default provider=custom in=113536 out=1150 total=114686 latency=4.8s
2026-07-14 17:16:21,520 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool skill_view completed (0.11s, 5736 chars)
2026-07-14 17:16:22,531 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool memory completed (0.01s, 212 chars)
2026-07-14 17:16:22,570 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4544 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:16:24,611 INFO gateway.run: kanban auto-decompose [brand-monitoring]: t_2abbba95 → 4 children
2026-07-14 17:16:24,655 INFO gateway.run: kanban dispatcher [brand-monitoring]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-14 17:16:24,925 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4544 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:16:24,926 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #3: model=default provider=custom in=115284 out=531 total=115815 latency=2.4s cache=109779/115284 (95%)
2026-07-14 17:16:25,036 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool skill_manage completed (0.11s, 533 chars)
2026-07-14 17:16:25,081 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4545 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:16:27,273 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4545 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:16:27,274 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #4: model=default provider=custom in=115957 out=317 total=116274 latency=2.2s cache=109778/115957 (95%)
2026-07-14 17:16:27,281 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/16 budget=4/16 tool_turns=86 last_msg_role=assistant response_len=1118 session=20260714_114920_9d9d2d3b
2026-07-14 17:16:27,284 INFO [20260714_114920_9d9d2d3b] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:17:26,416 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (538 chars)
2026-07-14 17:17:26,449 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='http://localhost:1/?state=D8HrLfbuANM1mMkupa9ZqRUgM2my6r&iss=https://accounts.go' reply_to_id=18 reply_to_text=''
2026-07-14 17:17:26,728 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 17:17:26,828 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=218 msg='[NN Vo] http://localhost:1/?state=D8HrLfbuANM1mMkupa9ZqRUgM2my6r&iss=https://acc...'
2026-07-14 17:17:26,953 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4546 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:18:01,914 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4546 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:18:01,915 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #230: model=default provider=custom in=104635 out=301 total=104936 latency=35.0s cache=97419/104635 (93%)
2026-07-14 17:18:03,573 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (1.61s, 319 chars)
2026-07-14 17:18:03,626 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4548 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:18:05,170 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4548 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:18:05,172 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #231: model=default provider=custom in=105040 out=173 total=105213 latency=1.6s cache=97417/105040 (93%)
2026-07-14 17:18:05,986 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.78s, 2081 chars)
2026-07-14 17:18:06,037 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4550 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:18:16,413 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Cached user photo at /root/.hermes/cache/images/img_e4c642cde4c6.jpg
2026-07-14 17:18:17,214 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing photo batch agent:main:telegram:group:-1003707758328:20:photo-burst with 1 image(s)
2026-07-14 17:18:17,232 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='sai rồi, tin nhắn update mới nhất ko cho ra nội dung gì về fulbright cả' reply_to_id=20 reply_to_text=''
2026-07-14 17:18:17,410 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 17:18:17,477 INFO gateway.run: Image routing: text (mode=text). Pre-analyzing 1 image(s) via vision_analyze.
2026-07-14 17:18:17,477 INFO tools.vision_tools: Analyzing image: /root/.hermes/cache/images/img_e4c642cde4c6.jpg
2026-07-14 17:18:17,477 INFO tools.vision_tools: User prompt: Describe everything visible in this image in thorough detail. Include any text, code, data, objects,
2026-07-14 17:18:17,486 INFO tools.vision_tools: Image ready (125.2 KB)
2026-07-14 17:18:17,488 INFO tools.vision_tools: Converting image to base64...
2026-07-14 17:18:17,492 INFO tools.vision_tools: Image converted to base64 (166.9 KB)
2026-07-14 17:18:17,492 INFO tools.vision_tools: Processing image with vision model...
2026-07-14 17:18:23,018 INFO tools.vision_tools: Image analysis completed (4077 characters)
2026-07-14 17:18:23,101 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=195 msg="[The user sent an image~ Here's what I can see: Based on the image provided, her..."
2026-07-14 17:18:23,183 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4551 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:18:26,875 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4550 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:18:26,877 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #232: model=default provider=custom in=106128 out=466 total=106594 latency=20.9s cache=97420/106128 (92%)
2026-07-14 17:18:26,909 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=3/60 tool_turns=80 last_msg_role=assistant response_len=1076 session=20260710_094439_1cb443b1
2026-07-14 17:18:26,914 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4551 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:18:26,916 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #202: model=default provider=custom in=112768 out=1448 total=114216 latency=3.8s
2026-07-14 17:18:26,948 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=60.5s api_calls=3 response=1076 chars
2026-07-14 17:18:27,000 INFO gateway.platforms.base: [Telegram] Sending response (1076 chars) to -1003707758328
2026-07-14 17:18:27,003 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:18:27,042 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.10s, 950 chars)
2026-07-14 17:18:27,100 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4553 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:18:27,303 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 17:18:27,361 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=224 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 17:18:27,413 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4554 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:18:55,540 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (538 chars)
2026-07-14 17:18:55,557 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='http://localhost:1/?state=j0ex2QutaRPFsdEQvoKsS8tP9v2LTe&iss=https://accounts.go' reply_to_id=18 reply_to_text=''
2026-07-14 17:18:55,710 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 17:18:55,781 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=224 msg='[NN Vo] http://localhost:1/?state=j0ex2QutaRPFsdEQvoKsS8tP9v2LTe&iss=https://acc...'
2026-07-14 17:18:55,840 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4555 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:19:02,897 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4555 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:19:02,898 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #233: model=default provider=custom in=100484 out=257 total=100741 latency=7.1s cache=95744/100484 (95%)
2026-07-14 17:19:05,388 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4553 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:19:05,389 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #203: model=default provider=custom in=106512 out=425 total=106937 latency=38.3s cache=99840/106512 (94%)
2026-07-14 17:19:05,469 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.06s, 9143 chars)
2026-07-14 17:19:05,557 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4558 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:19:15,358 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (12.43s, 172 chars)
2026-07-14 17:19:15,406 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4559 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:19:24,762 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4559 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:19:24,764 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #234: model=default provider=custom in=100811 out=99 total=100910 latency=9.4s cache=98304/100811 (98%)
2026-07-14 17:19:24,870 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=81 last_msg_role=assistant response_len=297 session=20260710_094439_1cb443b1
2026-07-14 17:19:24,943 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=29.4s api_calls=2 response=297 chars
2026-07-14 17:19:25,054 INFO gateway.platforms.base: [Telegram] Sending response (297 chars) to -1003707758328
2026-07-14 17:20:01,155 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4554 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:20:01,161 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1: model=default provider=custom in=101403 out=1481 total=102884 latency=93.8s cache=89600/101403 (88%)
2026-07-14 17:20:02,251 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (1.08s): {"success": false, "error": "Refusing background curator patch for skill 'connect-google': the skill lives in skills.external_dirs, which are externally owned and read-only to autonomous curation."}
2026-07-14 17:20:02,451 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4560 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:20:06,053 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4558 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:20:06,054 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #204: model=default provider=custom in=109114 out=3624 total=112738 latency=60.5s cache=104448/109114 (96%)
2026-07-14 17:20:06,168 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool patch returned error (0.08s): {"success": false, "error": "Patch validation failed (no files were modified):\n  • /opt/ai-os/products/ceo/brand-monitoring/shared/workflows/collect_rss.py: hunk (no hint) not found — old_string and 
2026-07-14 17:20:06,233 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4564 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:20:13,787 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4564 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:20:13,788 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #205: model=default provider=custom in=111255 out=266 total=111521 latency=7.6s cache=97280/111255 (87%)
2026-07-14 17:20:13,926 INFO agent.tool_executor: tool read_file completed (0.10s, 6043 chars)
2026-07-14 17:20:13,937 INFO agent.tool_executor: tool read_file completed (0.12s, 3213 chars)
2026-07-14 17:20:13,945 INFO agent.tool_executor: tool read_file completed (0.12s, 11216 chars)
2026-07-14 17:20:14,035 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4577 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:20:15,246 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4560 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:20:15,246 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #2: model=default provider=custom in=102786 out=155 total=102941 latency=13.0s cache=99328/102786 (97%)
2026-07-14 17:20:15,252 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/16 budget=2/16 tool_turns=81 last_msg_role=assistant response_len=16 session=20260710_094439_1cb443b1
2026-07-14 17:20:15,259 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:20:34,326 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4577 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:20:34,327 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #206: model=default provider=custom in=117604 out=1201 total=118805 latency=20.3s cache=109056/117604 (93%)
2026-07-14 17:20:34,931 INFO [20260714_114920_9d9d2d3b] hermes.lint.lsp: lsp[pyright] 1 diags (brand-monitoring/shared/workflows/collect_rss.py)
2026-07-14 17:20:34,986 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool patch completed (0.64s, 629 chars)
2026-07-14 17:20:35,045 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4585 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:20:41,638 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4585 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:20:41,638 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #207: model=default provider=custom in=118052 out=186 total=118238 latency=6.6s cache=115200/118052 (98%)
2026-07-14 17:20:41,968 INFO [20260714_114920_9d9d2d3b] hermes.lint.lsp: lsp[pyright] 1 diags (brand-monitoring/shared/workflows/collect_rss.py)
2026-07-14 17:20:42,020 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool patch completed (0.36s, 892 chars)
2026-07-14 17:20:42,092 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4593 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:21:57,349 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4593 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:21:57,350 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #208: model=default provider=custom in=118469 out=394 total=118863 latency=75.3s cache=100864/118469 (85%)
2026-07-14 17:21:57,877 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool patch completed (0.42s, 2112 chars)
2026-07-14 17:21:57,946 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4601 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:22:00,736 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4601 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:22:00,737 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #209: model=default provider=custom in=129190 out=445 total=129635 latency=2.8s
2026-07-14 17:22:00,907 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.13s, 77 chars)
2026-07-14 17:22:00,927 INFO [20260714_114920_9d9d2d3b] agent.conversation_compression: context compression started: session=20260714_114920_9d9d2d3b messages=214 tokens=~129,190 model=default focus=None
2026-07-14 17:22:00,962 INFO [20260714_114920_9d9d2d3b] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-14 17:22:07,982 INFO [20260714_114920_9d9d2d3b] agent.conversation_compression: context compression done: session=20260714_114920_9d9d2d3b messages=214->138 rough_tokens=~67,388 awaiting_real_usage=true
2026-07-14 17:22:08,018 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4603 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:22:10,348 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4603 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:22:10,349 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #210: model=default provider=custom in=71988 out=454 total=72442 latency=2.4s cache=20292/71988 (28%)
2026-07-14 17:22:10,430 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool patch returned error (0.03s): {"success": false, "error": "old_string and new_string are identical"}
2026-07-14 17:22:10,474 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4605 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:22:12,929 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4605 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:22:12,931 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #211: model=default provider=custom in=72468 out=585 total=73053 latency=2.5s cache=64931/72468 (90%)
2026-07-14 17:22:14,151 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool patch completed (1.17s, 1249 chars)
2026-07-14 17:22:14,205 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4613 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:22:32,710 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4613 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:22:32,713 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #212: model=default provider=custom in=71180 out=348 total=71528 latency=18.5s
2026-07-14 17:22:33,765 INFO [20260714_114920_9d9d2d3b] hermes.lint.lsp: lsp[pyright] 1 diags (brand-monitoring/shared/workflows/report_generator.py)
2026-07-14 17:22:33,833 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool patch completed (1.07s, 1697 chars)
2026-07-14 17:22:33,881 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4621 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:22:35,979 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4621 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:22:35,980 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #213: model=default provider=custom in=72072 out=549 total=72621 latency=2.1s cache=64950/72072 (90%)
2026-07-14 17:22:36,968 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool patch completed (0.95s, 964 chars)
2026-07-14 17:22:37,008 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4629 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:22:38,718 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4629 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:22:38,720 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #214: model=default provider=custom in=72921 out=455 total=73376 latency=1.7s
2026-07-14 17:22:39,390 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool patch completed (0.65s, 956 chars)
2026-07-14 17:22:39,428 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4637 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:24:25,511 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4637 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:24:25,512 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #215: model=default provider=custom in=73679 out=427 total=74106 latency=106.1s cache=69011/73679 (94%)
2026-07-14 17:24:25,988 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool patch returned error (0.41s): {"success": false, "error": "Found 4 matches for old_string. Provide more context to make it unique, or use replace_all=True."}
2026-07-14 17:24:26,037 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4639 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:24:45,813 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4639 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:24:45,814 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #216: model=default provider=custom in=74148 out=56 total=74204 latency=19.8s
2026-07-14 17:24:45,923 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool read_file completed (0.08s, 3973 chars)
2026-07-14 17:24:45,973 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4644 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:25:04,433 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4644 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:25:04,434 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #217: model=default provider=custom in=75535 out=988 total=76523 latency=18.5s cache=69016/75535 (91%)
2026-07-14 17:25:05,435 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool patch completed (0.97s, 1629 chars)
2026-07-14 17:25:05,481 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4652 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:25:26,109 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4652 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:25:26,112 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #218: model=default provider=custom in=70936 out=238 total=71174 latency=20.6s cache=18944/70936 (27%)
2026-07-14 17:25:26,191 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[593618]
2026-07-14 17:25:26,768 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool patch completed (0.63s, 962 chars)
2026-07-14 17:25:26,812 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4660 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:25:31,114 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4660 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:25:31,117 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #219: model=default provider=custom in=71467 out=120 total=71587 latency=4.3s cache=68608/71467 (96%)
2026-07-14 17:25:31,728 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool patch completed (0.58s, 1036 chars)
2026-07-14 17:25:31,770 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4668 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:25:37,703 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4668 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:25:37,704 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #220: model=default provider=custom in=71876 out=234 total=72110 latency=6.0s cache=69120/71876 (96%)
2026-07-14 17:25:38,319 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool patch completed (0.58s, 887 chars)
2026-07-14 17:25:38,379 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4676 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:25:45,505 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4676 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:25:45,506 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #221: model=default provider=custom in=72367 out=376 total=72743 latency=7.2s cache=69632/72367 (96%)
2026-07-14 17:25:48,716 WARNING hermes_cli.plugins: Plugin operate/handoff-task: unknown kind 'command' (valid: backend, exclusive, model-provider, platform, standalone); treating as 'standalone'
2026-07-14 17:25:49,012 INFO hermes_cli.plugins: Plugin 'browser-browser-use' registered browser provider: browser-use
2026-07-14 17:25:49,016 INFO hermes_cli.plugins: Plugin 'browser-browserbase' registered browser provider: browserbase
2026-07-14 17:25:49,021 INFO hermes_cli.plugins: Plugin 'browser-firecrawl' registered browser provider: firecrawl
2026-07-14 17:25:49,305 INFO hermes_cli.plugins: Plugin 'fal' registered image_gen provider: fal
2026-07-14 17:25:49,310 INFO hermes_cli.plugins: Plugin 'krea' registered image_gen provider: krea
2026-07-14 17:25:49,317 INFO hermes_cli.plugins: Plugin 'openai' registered image_gen provider: openai
2026-07-14 17:25:49,335 INFO hermes_cli.plugins: Plugin 'openai-codex' registered image_gen provider: openai-codex
2026-07-14 17:25:49,348 INFO hermes_cli.plugins: Plugin 'openrouter' registered image_gen provider: openrouter
2026-07-14 17:25:49,351 INFO hermes_cli.plugins: Plugin 'openrouter' registered image_gen provider: nous
2026-07-14 17:25:49,367 INFO hermes_cli.plugins: Plugin 'xai' registered image_gen provider: xai
2026-07-14 17:25:49,400 INFO hermes_cli.plugins: Plugin 'fal' registered video_gen provider: fal
2026-07-14 17:25:49,404 INFO hermes_cli.plugins: Plugin 'xai' registered video_gen provider: xai
2026-07-14 17:25:49,411 INFO hermes_cli.plugins: Plugin 'web-brave-free' registered web provider: brave-free
2026-07-14 17:25:49,417 INFO hermes_cli.plugins: Plugin 'web-ddgs' registered web provider: ddgs
2026-07-14 17:25:49,421 INFO hermes_cli.plugins: Plugin 'web-exa' registered web provider: exa
2026-07-14 17:25:49,435 INFO hermes_cli.plugins: Plugin 'web-firecrawl' registered web provider: firecrawl
2026-07-14 17:25:49,439 INFO hermes_cli.plugins: Plugin 'web-parallel' registered web provider: parallel
2026-07-14 17:25:49,442 INFO hermes_cli.plugins: Plugin 'web-searxng' registered web provider: searxng
2026-07-14 17:25:49,445 INFO hermes_cli.plugins: Plugin 'web-tavily' registered web provider: tavily
2026-07-14 17:25:49,451 INFO hermes_cli.plugins: Plugin 'web-xai' registered web provider: xai
2026-07-14 17:25:49,733 WARNING hermes_cli.plugins: Plugin 'ai-os' tried to register command '/handoff' which conflicts with a built-in command. Skipping.
2026-07-14 17:25:49,733 INFO hermes_cli.plugins: Plugin discovery complete: 53 found, 45 enabled
2026-07-14 17:26:08,755 WARNING hermes_cli.plugins: Plugin operate/handoff-task: unknown kind 'command' (valid: backend, exclusive, model-provider, platform, standalone); treating as 'standalone'
2026-07-14 17:26:08,873 INFO hermes_cli.plugins: Plugin 'browser-browser-use' registered browser provider: browser-use
2026-07-14 17:26:08,875 INFO hermes_cli.plugins: Plugin 'browser-browserbase' registered browser provider: browserbase
2026-07-14 17:26:08,878 INFO hermes_cli.plugins: Plugin 'browser-firecrawl' registered browser provider: firecrawl
2026-07-14 17:26:09,066 INFO hermes_cli.plugins: Plugin 'fal' registered image_gen provider: fal
2026-07-14 17:26:09,067 INFO hermes_cli.plugins: Plugin 'krea' registered image_gen provider: krea
2026-07-14 17:26:09,067 INFO hermes_cli.plugins: Plugin 'openai' registered image_gen provider: openai
2026-07-14 17:26:09,069 INFO hermes_cli.plugins: Plugin 'openai-codex' registered image_gen provider: openai-codex
2026-07-14 17:26:09,071 INFO hermes_cli.plugins: Plugin 'openrouter' registered image_gen provider: openrouter
2026-07-14 17:26:09,071 INFO hermes_cli.plugins: Plugin 'openrouter' registered image_gen provider: nous
2026-07-14 17:26:09,073 INFO hermes_cli.plugins: Plugin 'xai' registered image_gen provider: xai
2026-07-14 17:26:09,086 INFO hermes_cli.plugins: Plugin 'fal' registered video_gen provider: fal
2026-07-14 17:26:09,087 INFO hermes_cli.plugins: Plugin 'xai' registered video_gen provider: xai
2026-07-14 17:26:09,091 INFO hermes_cli.plugins: Plugin 'web-brave-free' registered web provider: brave-free
2026-07-14 17:26:09,092 INFO hermes_cli.plugins: Plugin 'web-ddgs' registered web provider: ddgs
2026-07-14 17:26:09,094 INFO hermes_cli.plugins: Plugin 'web-exa' registered web provider: exa
2026-07-14 17:26:09,097 INFO hermes_cli.plugins: Plugin 'web-firecrawl' registered web provider: firecrawl
2026-07-14 17:26:09,098 INFO hermes_cli.plugins: Plugin 'web-parallel' registered web provider: parallel
2026-07-14 17:26:09,100 INFO hermes_cli.plugins: Plugin 'web-searxng' registered web provider: searxng
2026-07-14 17:26:09,103 INFO hermes_cli.plugins: Plugin 'web-tavily' registered web provider: tavily
2026-07-14 17:26:09,108 INFO hermes_cli.plugins: Plugin 'web-xai' registered web provider: xai
2026-07-14 17:26:09,242 WARNING hermes_cli.plugins: Plugin 'ai-os' tried to register command '/handoff' which conflicts with a built-in command. Skipping.
2026-07-14 17:26:09,242 INFO hermes_cli.plugins: Plugin discovery complete: 53 found, 45 enabled
2026-07-14 17:26:16,859 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (31.33s, 1393 chars)
2026-07-14 17:26:16,936 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4678 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:26:26,340 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[592420]
2026-07-14 17:26:26,454 INFO gateway.run: kanban dispatcher [brand-monitoring]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-14 17:26:29,747 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4678 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:26:29,765 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #222: model=default provider=custom in=73220 out=140 total=73360 latency=12.8s cache=70144/73220 (96%)
2026-07-14 17:26:29,959 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool read_file completed (0.15s, 5071 chars)
2026-07-14 17:26:30,053 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4683 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:26:52,787 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4683 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:26:52,788 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #223: model=default provider=custom in=75701 out=719 total=76420 latency=22.8s cache=70656/75701 (93%)
2026-07-14 17:26:52,889 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.08s, 1916 chars)
2026-07-14 17:26:52,931 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4685 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:27:11,302 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4685 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:27:11,304 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #224: model=default provider=custom in=76861 out=1205 total=78066 latency=18.4s cache=73216/76861 (95%)
2026-07-14 17:27:11,935 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.60s, 989 chars)
2026-07-14 17:27:11,981 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4687 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:27:17,367 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4687 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:27:17,368 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #225: model=default provider=custom in=88822 out=499 total=89321 latency=5.4s
2026-07-14 17:27:17,399 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=24/60 budget=24/60 tool_turns=76 last_msg_role=assistant response_len=1058 session=20260714_114920_9d9d2d3b
2026-07-14 17:27:17,471 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=540.2s api_calls=24 response=1058 chars
2026-07-14 17:27:17,479 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:27:17,518 INFO gateway.platforms.base: [Telegram] Sending response (1058 chars) to -1003707758328
2026-07-14 17:27:17,566 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 17:27:17,589 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=169 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 17:27:17,641 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4688 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:27:20,725 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4688 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:27:20,726 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #1: model=default provider=custom in=85549 out=356 total=85905 latency=3.1s
2026-07-14 17:27:21,286 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool skill_manage returned error (0.56s): {"success": false, "error": "Skill 'operate-brand-monitoring' not found in active profile 'default'. Use skills_list() to see available skills."}
2026-07-14 17:27:21,328 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4689 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:27:22,822 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4689 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:27:22,823 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #2: model=default provider=custom in=86139 out=10 total=86149 latency=1.5s cache=81224/86139 (94%)
2026-07-14 17:27:22,881 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool skills_list completed (0.05s, 19867 chars)
2026-07-14 17:27:22,921 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4690 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:27:26,454 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4690 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:27:26,458 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #3: model=default provider=custom in=91142 out=22 total=91164 latency=3.6s
2026-07-14 17:27:26,543 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool skill_view completed (0.08s, 8576 chars)
2026-07-14 17:27:26,602 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4691 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:27:29,188 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4691 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:27:29,189 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #4: model=default provider=custom in=93457 out=456 total=93913 latency=2.6s
2026-07-14 17:27:29,225 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool skill_manage completed (0.03s, 544 chars)
2026-07-14 17:27:29,270 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4692 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:28:09,746 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4692 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:28:09,748 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #5: model=default provider=custom in=94038 out=54 total=94092 latency=40.5s cache=89397/94038 (95%)
2026-07-14 17:28:09,754 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool memory returned error (0.00s): {"success": false, "error": "Memory at 2,095/2,200 chars. Adding this entry (171 chars) would exceed the limit. Consolidate now: use 'replace' to merge overlapping entries into shorter ones or 'remove
2026-07-14 17:28:09,793 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4693 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:28:12,210 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4693 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:28:12,211 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #6: model=default provider=custom in=94734 out=158 total=94892 latency=2.4s cache=89396/94734 (94%)
2026-07-14 17:28:12,224 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool memory completed (0.01s, 212 chars)
2026-07-14 17:28:12,277 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4694 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:28:19,484 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4694 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:28:19,485 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #7: model=default provider=custom in=94973 out=432 total=95405 latency=7.2s
2026-07-14 17:28:19,491 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=7/16 budget=7/16 tool_turns=82 last_msg_role=assistant response_len=1588 session=20260714_114920_9d9d2d3b
2026-07-14 17:28:19,495 INFO [20260714_114920_9d9d2d3b] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 17:43:28,596 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[593776]
2026-07-14 17:43:28,661 INFO gateway.run: kanban dispatcher [brand-monitoring]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-14 17:46:28,989 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[594862]
2026-07-14 17:46:29,065 INFO gateway.run: kanban dispatcher [brand-monitoring]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-14 17:52:29,807 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[595531]
2026-07-14 18:51:59,519 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:1 (2 chars)
2026-07-14 18:51:59,609 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='ok' reply_to_id=None reply_to_text=''
2026-07-14 18:52:00,016 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 18:52:00,153 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_2:135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 18:52:00,304 INFO [20260710_094439_1cb443b1] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 18:52:00,371 INFO [20260713_090238_3402e480] agent.turn_context: conversation turn: session=20260713_090238_3402e480 model=default provider=custom platform=telegram history=38 msg='[NN Vo] ok'
2026-07-14 18:52:00,515 INFO [20260713_090238_3402e480] agent.conversation_loop: Repaired 3 message-alternation violations before request (session=20260713_090238_3402e480)
2026-07-14 18:52:00,555 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4695 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 18:52:33,661 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4695 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 18:52:33,664 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #1: model=default provider=custom in=61019 out=239 total=61258 latency=33.1s
2026-07-14 18:52:33,750 INFO [20260713_090238_3402e480] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=14 last_msg_role=assistant response_len=836 session=20260713_090238_3402e480
2026-07-14 18:52:33,807 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=34.2s api_calls=1 response=836 chars
2026-07-14 18:52:33,926 INFO gateway.platforms.base: [Telegram] Sending response (836 chars) to -1003707758328
2026-07-14 18:53:03,164 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (2 chars)
2026-07-14 18:53:03,242 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='ok' reply_to_id=20 reply_to_text=''
2026-07-14 18:53:03,652 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 18:53:03,757 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=169 msg='[NN Vo] ok'
2026-07-14 18:53:03,818 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4696 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 18:53:18,884 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4696 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 18:53:18,885 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #226: model=default provider=custom in=84414 out=233 total=84647 latency=15.1s cache=12182/84414 (14%)
2026-07-14 18:53:19,433 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.42s, 70 chars)
2026-07-14 18:53:19,496 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4698 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 18:53:24,241 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4698 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 18:53:24,244 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #227: model=default provider=custom in=84860 out=1608 total=86468 latency=4.8s cache=77151/84860 (91%)
2026-07-14 18:53:24,846 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool patch completed (0.58s, 4140 chars)
2026-07-14 18:53:24,908 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4706 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 18:53:27,108 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4706 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 18:53:27,110 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #228: model=default provider=custom in=87850 out=73 total=87923 latency=2.2s cache=81227/87850 (92%)
2026-07-14 18:53:27,250 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool read_file completed (0.11s, 954 chars)
2026-07-14 18:53:27,657 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4711 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 18:53:30,043 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4711 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 18:53:30,044 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #229: model=default provider=custom in=88386 out=515 total=88901 latency=2.4s cache=81222/88386 (92%)
2026-07-14 18:53:30,739 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool patch completed (0.67s, 1323 chars)
2026-07-14 18:53:30,826 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4719 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 18:53:32,860 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4719 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 18:53:32,861 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #230: model=default provider=custom in=89292 out=374 total=89666 latency=2.1s cache=81220/89292 (91%)
2026-07-14 18:53:37,924 WARNING hermes_cli.plugins: Plugin operate/handoff-task: unknown kind 'command' (valid: backend, exclusive, model-provider, platform, standalone); treating as 'standalone'
2026-07-14 18:53:38,193 INFO hermes_cli.plugins: Plugin 'browser-browser-use' registered browser provider: browser-use
2026-07-14 18:53:38,198 INFO hermes_cli.plugins: Plugin 'browser-browserbase' registered browser provider: browserbase
2026-07-14 18:53:38,202 INFO hermes_cli.plugins: Plugin 'browser-firecrawl' registered browser provider: firecrawl
2026-07-14 18:53:38,485 INFO hermes_cli.plugins: Plugin 'fal' registered image_gen provider: fal
2026-07-14 18:53:38,488 INFO hermes_cli.plugins: Plugin 'krea' registered image_gen provider: krea
2026-07-14 18:53:38,490 INFO hermes_cli.plugins: Plugin 'openai' registered image_gen provider: openai
2026-07-14 18:53:38,492 INFO hermes_cli.plugins: Plugin 'openai-codex' registered image_gen provider: openai-codex
2026-07-14 18:53:38,494 INFO hermes_cli.plugins: Plugin 'openrouter' registered image_gen provider: openrouter
2026-07-14 18:53:38,494 INFO hermes_cli.plugins: Plugin 'openrouter' registered image_gen provider: nous
2026-07-14 18:53:38,497 INFO hermes_cli.plugins: Plugin 'xai' registered image_gen provider: xai
2026-07-14 18:53:38,519 INFO hermes_cli.plugins: Plugin 'fal' registered video_gen provider: fal
2026-07-14 18:53:38,521 INFO hermes_cli.plugins: Plugin 'xai' registered video_gen provider: xai
2026-07-14 18:53:38,526 INFO hermes_cli.plugins: Plugin 'web-brave-free' registered web provider: brave-free
2026-07-14 18:53:38,530 INFO hermes_cli.plugins: Plugin 'web-ddgs' registered web provider: ddgs
2026-07-14 18:53:38,534 INFO hermes_cli.plugins: Plugin 'web-exa' registered web provider: exa
2026-07-14 18:53:38,540 INFO hermes_cli.plugins: Plugin 'web-firecrawl' registered web provider: firecrawl
2026-07-14 18:53:38,545 INFO hermes_cli.plugins: Plugin 'web-parallel' registered web provider: parallel
2026-07-14 18:53:38,548 INFO hermes_cli.plugins: Plugin 'web-searxng' registered web provider: searxng
2026-07-14 18:53:38,558 INFO hermes_cli.plugins: Plugin 'web-tavily' registered web provider: tavily
2026-07-14 18:53:38,568 INFO hermes_cli.plugins: Plugin 'web-xai' registered web provider: xai
2026-07-14 18:53:38,812 WARNING hermes_cli.plugins: Plugin 'ai-os' tried to register command '/handoff' which conflicts with a built-in command. Skipping.
2026-07-14 18:53:38,813 INFO hermes_cli.plugins: Plugin discovery complete: 53 found, 45 enabled
2026-07-14 18:53:54,316 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (21.43s, 13012 chars)
2026-07-14 18:53:54,366 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4721 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 18:54:10,858 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4721 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 18:54:10,859 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #231: model=default provider=custom in=94733 out=1700 total=96433 latency=16.5s
2026-07-14 18:54:11,387 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool patch completed (0.51s, 972 chars)
2026-07-14 18:54:11,445 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4729 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 18:54:33,555 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4729 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 18:54:33,555 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #232: model=default provider=custom in=93836 out=221 total=94057 latency=22.1s
2026-07-14 18:54:37,717 WARNING hermes_cli.plugins: Plugin operate/handoff-task: unknown kind 'command' (valid: backend, exclusive, model-provider, platform, standalone); treating as 'standalone'
2026-07-14 18:54:37,817 INFO hermes_cli.plugins: Plugin 'browser-browser-use' registered browser provider: browser-use
2026-07-14 18:54:37,818 INFO hermes_cli.plugins: Plugin 'browser-browserbase' registered browser provider: browserbase
2026-07-14 18:54:37,819 INFO hermes_cli.plugins: Plugin 'browser-firecrawl' registered browser provider: firecrawl
2026-07-14 18:54:37,986 INFO hermes_cli.plugins: Plugin 'fal' registered image_gen provider: fal
2026-07-14 18:54:37,987 INFO hermes_cli.plugins: Plugin 'krea' registered image_gen provider: krea
2026-07-14 18:54:37,988 INFO hermes_cli.plugins: Plugin 'openai' registered image_gen provider: openai
2026-07-14 18:54:37,989 INFO hermes_cli.plugins: Plugin 'openai-codex' registered image_gen provider: openai-codex
2026-07-14 18:54:37,990 INFO hermes_cli.plugins: Plugin 'openrouter' registered image_gen provider: openrouter
2026-07-14 18:54:37,990 INFO hermes_cli.plugins: Plugin 'openrouter' registered image_gen provider: nous
2026-07-14 18:54:37,993 INFO hermes_cli.plugins: Plugin 'xai' registered image_gen provider: xai
2026-07-14 18:54:38,003 INFO hermes_cli.plugins: Plugin 'fal' registered video_gen provider: fal
2026-07-14 18:54:38,004 INFO hermes_cli.plugins: Plugin 'xai' registered video_gen provider: xai
2026-07-14 18:54:38,006 INFO hermes_cli.plugins: Plugin 'web-brave-free' registered web provider: brave-free
2026-07-14 18:54:38,009 INFO hermes_cli.plugins: Plugin 'web-ddgs' registered web provider: ddgs
2026-07-14 18:54:38,014 INFO hermes_cli.plugins: Plugin 'web-exa' registered web provider: exa
2026-07-14 18:54:38,017 INFO hermes_cli.plugins: Plugin 'web-firecrawl' registered web provider: firecrawl
2026-07-14 18:54:38,018 INFO hermes_cli.plugins: Plugin 'web-parallel' registered web provider: parallel
2026-07-14 18:54:38,019 INFO hermes_cli.plugins: Plugin 'web-searxng' registered web provider: searxng
2026-07-14 18:54:38,023 INFO hermes_cli.plugins: Plugin 'web-tavily' registered web provider: tavily
2026-07-14 18:54:38,028 INFO hermes_cli.plugins: Plugin 'web-xai' registered web provider: xai
2026-07-14 18:54:38,124 WARNING hermes_cli.plugins: Plugin 'ai-os' tried to register command '/handoff' which conflicts with a built-in command. Skipping.
2026-07-14 18:54:38,124 INFO hermes_cli.plugins: Plugin discovery complete: 53 found, 45 enabled
2026-07-14 18:54:45,618 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (12.03s, 1331 chars)
2026-07-14 18:54:45,942 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4731 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 18:54:51,763 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4731 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 18:54:51,764 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #233: model=default provider=custom in=94511 out=340 total=94851 latency=5.8s
2026-07-14 18:54:52,510 WARNING hermes_cli.plugins: Plugin operate/handoff-task: unknown kind 'command' (valid: backend, exclusive, model-provider, platform, standalone); treating as 'standalone'
2026-07-14 18:54:52,633 INFO hermes_cli.plugins: Plugin 'browser-browser-use' registered browser provider: browser-use
2026-07-14 18:54:52,634 INFO hermes_cli.plugins: Plugin 'browser-browserbase' registered browser provider: browserbase
2026-07-14 18:54:52,635 INFO hermes_cli.plugins: Plugin 'browser-firecrawl' registered browser provider: firecrawl
2026-07-14 18:54:52,806 INFO hermes_cli.plugins: Plugin 'fal' registered image_gen provider: fal
2026-07-14 18:54:52,807 INFO hermes_cli.plugins: Plugin 'krea' registered image_gen provider: krea
2026-07-14 18:54:52,808 INFO hermes_cli.plugins: Plugin 'openai' registered image_gen provider: openai
2026-07-14 18:54:52,808 INFO hermes_cli.plugins: Plugin 'openai-codex' registered image_gen provider: openai-codex
2026-07-14 18:54:52,809 INFO hermes_cli.plugins: Plugin 'openrouter' registered image_gen provider: openrouter
2026-07-14 18:54:52,809 INFO hermes_cli.plugins: Plugin 'openrouter' registered image_gen provider: nous
2026-07-14 18:54:52,810 INFO hermes_cli.plugins: Plugin 'xai' registered image_gen provider: xai
2026-07-14 18:54:52,821 INFO hermes_cli.plugins: Plugin 'fal' registered video_gen provider: fal
2026-07-14 18:54:52,822 INFO hermes_cli.plugins: Plugin 'xai' registered video_gen provider: xai
2026-07-14 18:54:52,824 INFO hermes_cli.plugins: Plugin 'web-brave-free' registered web provider: brave-free
2026-07-14 18:54:52,826 INFO hermes_cli.plugins: Plugin 'web-ddgs' registered web provider: ddgs
2026-07-14 18:54:52,827 INFO hermes_cli.plugins: Plugin 'web-exa' registered web provider: exa
2026-07-14 18:54:52,829 INFO hermes_cli.plugins: Plugin 'web-firecrawl' registered web provider: firecrawl
2026-07-14 18:54:52,830 INFO hermes_cli.plugins: Plugin 'web-parallel' registered web provider: parallel
2026-07-14 18:54:52,833 INFO hermes_cli.plugins: Plugin 'web-searxng' registered web provider: searxng
2026-07-14 18:54:52,834 INFO hermes_cli.plugins: Plugin 'web-tavily' registered web provider: tavily
2026-07-14 18:54:52,838 INFO hermes_cli.plugins: Plugin 'web-xai' registered web provider: xai
2026-07-14 18:54:52,934 WARNING hermes_cli.plugins: Plugin 'ai-os' tried to register command '/handoff' which conflicts with a built-in command. Skipping.
2026-07-14 18:54:52,934 INFO hermes_cli.plugins: Plugin discovery complete: 53 found, 45 enabled
2026-07-14 18:55:00,800 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (9.01s, 157 chars)
2026-07-14 18:55:00,863 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4733 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 18:55:04,700 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4733 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 18:55:04,702 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #234: model=default provider=custom in=94916 out=95 total=95011 latency=3.9s
2026-07-14 18:55:04,737 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=9/60 budget=9/60 tool_turns=84 last_msg_role=assistant response_len=360 session=20260714_114920_9d9d2d3b
2026-07-14 18:55:04,777 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=121.5s api_calls=9 response=360 chars
2026-07-14 18:55:04,843 INFO gateway.platforms.base: [Telegram] Sending response (360 chars) to -1003707758328
2026-07-14 18:57:02,276 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (68 chars)
2026-07-14 18:57:02,329 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='ok, nhưng theo weekly report thì có tới 3 bài trong giai đoạn này mà' reply_to_id=20 reply_to_text=''
2026-07-14 18:57:02,672 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 18:57:02,820 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=187 msg='[NN Vo] ok, nhưng theo weekly report thì có tới 3 bài trong giai đoạn này mà'
2026-07-14 18:57:02,905 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4734 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 18:57:26,426 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4734 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 18:57:26,428 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #235: model=default provider=custom in=94969 out=854 total=95823 latency=23.6s
2026-07-14 18:57:26,673 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool terminal returned error (0.19s): {"output": "Traceback (most recent call last):\n  File \"<stdin>\", line 6, in <module>\nsqlite3.OperationalError: no such column: source_id", "exit_code": 1, "error": null}
2026-07-14 18:57:26,742 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4736 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 18:57:30,802 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4736 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 18:57:30,804 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #236: model=default provider=custom in=95328 out=315 total=95643 latency=4.1s cache=89370/95328 (94%)
2026-07-14 18:57:30,905 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.08s, 1616 chars)
2026-07-14 18:57:30,959 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4738 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 18:57:35,755 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4738 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 18:57:35,756 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #237: model=default provider=custom in=96376 out=590 total=96966 latency=4.8s cache=89373/96376 (93%)
2026-07-14 18:57:40,307 WARNING hermes_cli.plugins: Plugin operate/handoff-task: unknown kind 'command' (valid: backend, exclusive, model-provider, platform, standalone); treating as 'standalone'
2026-07-14 18:57:40,420 INFO hermes_cli.plugins: Plugin 'browser-browser-use' registered browser provider: browser-use
2026-07-14 18:57:40,422 INFO hermes_cli.plugins: Plugin 'browser-browserbase' registered browser provider: browserbase
2026-07-14 18:57:40,423 INFO hermes_cli.plugins: Plugin 'browser-firecrawl' registered browser provider: firecrawl
2026-07-14 18:57:40,611 INFO hermes_cli.plugins: Plugin 'fal' registered image_gen provider: fal
2026-07-14 18:57:40,612 INFO hermes_cli.plugins: Plugin 'krea' registered image_gen provider: krea
2026-07-14 18:57:40,613 INFO hermes_cli.plugins: Plugin 'openai' registered image_gen provider: openai
2026-07-14 18:57:40,615 INFO hermes_cli.plugins: Plugin 'openai-codex' registered image_gen provider: openai-codex
2026-07-14 18:57:40,616 INFO hermes_cli.plugins: Plugin 'openrouter' registered image_gen provider: openrouter
2026-07-14 18:57:40,616 INFO hermes_cli.plugins: Plugin 'openrouter' registered image_gen provider: nous
2026-07-14 18:57:40,617 INFO hermes_cli.plugins: Plugin 'xai' registered image_gen provider: xai
2026-07-14 18:57:40,631 INFO hermes_cli.plugins: Plugin 'fal' registered video_gen provider: fal
2026-07-14 18:57:40,632 INFO hermes_cli.plugins: Plugin 'xai' registered video_gen provider: xai
2026-07-14 18:57:40,634 INFO hermes_cli.plugins: Plugin 'web-brave-free' registered web provider: brave-free
2026-07-14 18:57:40,635 INFO hermes_cli.plugins: Plugin 'web-ddgs' registered web provider: ddgs
2026-07-14 18:57:40,636 INFO hermes_cli.plugins: Plugin 'web-exa' registered web provider: exa
2026-07-14 18:57:40,640 INFO hermes_cli.plugins: Plugin 'web-firecrawl' registered web provider: firecrawl
2026-07-14 18:57:40,642 INFO hermes_cli.plugins: Plugin 'web-parallel' registered web provider: parallel
2026-07-14 18:57:40,644 INFO hermes_cli.plugins: Plugin 'web-searxng' registered web provider: searxng
2026-07-14 18:57:40,645 INFO hermes_cli.plugins: Plugin 'web-tavily' registered web provider: tavily
2026-07-14 18:57:40,649 INFO hermes_cli.plugins: Plugin 'web-xai' registered web provider: xai
2026-07-14 18:57:40,750 WARNING hermes_cli.plugins: Plugin 'ai-os' tried to register command '/handoff' which conflicts with a built-in command. Skipping.
2026-07-14 18:57:40,750 INFO hermes_cli.plugins: Plugin discovery complete: 53 found, 45 enabled
2026-07-14 18:57:49,189 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (13.41s, 690 chars)
2026-07-14 18:57:49,238 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4740 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 18:57:53,416 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4740 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 18:57:53,417 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #238: model=default provider=custom in=97198 out=595 total=97793 latency=4.2s cache=89374/97198 (92%)
2026-07-14 18:57:54,626 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (1.19s, 645 chars)
2026-07-14 18:57:54,678 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4742 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 18:57:56,603 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4742 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 18:57:56,604 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #239: model=default provider=custom in=97983 out=366 total=98349 latency=1.9s cache=93437/97983 (95%)
2026-07-14 18:57:57,272 WARNING hermes_cli.plugins: Plugin operate/handoff-task: unknown kind 'command' (valid: backend, exclusive, model-provider, platform, standalone); treating as 'standalone'
2026-07-14 18:57:57,371 INFO hermes_cli.plugins: Plugin 'browser-browser-use' registered browser provider: browser-use
2026-07-14 18:57:57,373 INFO hermes_cli.plugins: Plugin 'browser-browserbase' registered browser provider: browserbase
2026-07-14 18:57:57,374 INFO hermes_cli.plugins: Plugin 'browser-firecrawl' registered browser provider: firecrawl
2026-07-14 18:57:57,534 INFO hermes_cli.plugins: Plugin 'fal' registered image_gen provider: fal
2026-07-14 18:57:57,535 INFO hermes_cli.plugins: Plugin 'krea' registered image_gen provider: krea
2026-07-14 18:57:57,537 INFO hermes_cli.plugins: Plugin 'openai' registered image_gen provider: openai
2026-07-14 18:57:57,538 INFO hermes_cli.plugins: Plugin 'openai-codex' registered image_gen provider: openai-codex
2026-07-14 18:57:57,539 INFO hermes_cli.plugins: Plugin 'openrouter' registered image_gen provider: openrouter
2026-07-14 18:57:57,539 INFO hermes_cli.plugins: Plugin 'openrouter' registered image_gen provider: nous
2026-07-14 18:57:57,540 INFO hermes_cli.plugins: Plugin 'xai' registered image_gen provider: xai
2026-07-14 18:57:57,551 INFO hermes_cli.plugins: Plugin 'fal' registered video_gen provider: fal
2026-07-14 18:57:57,553 INFO hermes_cli.plugins: Plugin 'xai' registered video_gen provider: xai
2026-07-14 18:57:57,555 INFO hermes_cli.plugins: Plugin 'web-brave-free' registered web provider: brave-free
2026-07-14 18:57:57,556 INFO hermes_cli.plugins: Plugin 'web-ddgs' registered web provider: ddgs
2026-07-14 18:57:57,558 INFO hermes_cli.plugins: Plugin 'web-exa' registered web provider: exa
2026-07-14 18:57:57,561 INFO hermes_cli.plugins: Plugin 'web-firecrawl' registered web provider: firecrawl
2026-07-14 18:57:57,562 INFO hermes_cli.plugins: Plugin 'web-parallel' registered web provider: parallel
2026-07-14 18:57:57,563 INFO hermes_cli.plugins: Plugin 'web-searxng' registered web provider: searxng
2026-07-14 18:57:57,563 INFO hermes_cli.plugins: Plugin 'web-tavily' registered web provider: tavily
2026-07-14 18:57:57,567 INFO hermes_cli.plugins: Plugin 'web-xai' registered web provider: xai
2026-07-14 18:57:57,653 WARNING hermes_cli.plugins: Plugin 'ai-os' tried to register command '/handoff' which conflicts with a built-in command. Skipping.
2026-07-14 18:57:57,654 INFO hermes_cli.plugins: Plugin discovery complete: 53 found, 45 enabled
2026-07-14 18:58:05,031 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (8.41s, 367 chars)
2026-07-14 18:58:05,081 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4744 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 18:58:08,493 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4744 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 18:58:08,494 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #240: model=default provider=custom in=98509 out=77 total=98586 latency=3.4s cache=93435/98509 (95%)
2026-07-14 18:58:20,250 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool read_file completed (0.11s, 4459 chars)
2026-07-14 18:58:20,309 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4749 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 18:58:22,738 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4749 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 18:58:22,739 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #241: model=default provider=custom in=100655 out=383 total=101038 latency=2.5s
2026-07-14 18:58:23,420 WARNING hermes_cli.plugins: Plugin operate/handoff-task: unknown kind 'command' (valid: backend, exclusive, model-provider, platform, standalone); treating as 'standalone'
2026-07-14 18:58:23,519 INFO hermes_cli.plugins: Plugin 'browser-browser-use' registered browser provider: browser-use
2026-07-14 18:58:23,521 INFO hermes_cli.plugins: Plugin 'browser-browserbase' registered browser provider: browserbase
2026-07-14 18:58:23,522 INFO hermes_cli.plugins: Plugin 'browser-firecrawl' registered browser provider: firecrawl
2026-07-14 18:58:23,691 INFO hermes_cli.plugins: Plugin 'fal' registered image_gen provider: fal
2026-07-14 18:58:23,692 INFO hermes_cli.plugins: Plugin 'krea' registered image_gen provider: krea
2026-07-14 18:58:23,693 INFO hermes_cli.plugins: Plugin 'openai' registered image_gen provider: openai
2026-07-14 18:58:23,693 INFO hermes_cli.plugins: Plugin 'openai-codex' registered image_gen provider: openai-codex
2026-07-14 18:58:23,694 INFO hermes_cli.plugins: Plugin 'openrouter' registered image_gen provider: openrouter
2026-07-14 18:58:23,694 INFO hermes_cli.plugins: Plugin 'openrouter' registered image_gen provider: nous
2026-07-14 18:58:23,695 INFO hermes_cli.plugins: Plugin 'xai' registered image_gen provider: xai
2026-07-14 18:58:23,705 INFO hermes_cli.plugins: Plugin 'fal' registered video_gen provider: fal
2026-07-14 18:58:23,706 INFO hermes_cli.plugins: Plugin 'xai' registered video_gen provider: xai
2026-07-14 18:58:23,708 INFO hermes_cli.plugins: Plugin 'web-brave-free' registered web provider: brave-free
2026-07-14 18:58:23,709 INFO hermes_cli.plugins: Plugin 'web-ddgs' registered web provider: ddgs
2026-07-14 18:58:23,710 INFO hermes_cli.plugins: Plugin 'web-exa' registered web provider: exa
2026-07-14 18:58:23,712 INFO hermes_cli.plugins: Plugin 'web-firecrawl' registered web provider: firecrawl
2026-07-14 18:58:23,713 INFO hermes_cli.plugins: Plugin 'web-parallel' registered web provider: parallel
2026-07-14 18:58:23,714 INFO hermes_cli.plugins: Plugin 'web-searxng' registered web provider: searxng
2026-07-14 18:58:23,715 INFO hermes_cli.plugins: Plugin 'web-tavily' registered web provider: tavily
2026-07-14 18:58:23,719 INFO hermes_cli.plugins: Plugin 'web-xai' registered web provider: xai
2026-07-14 18:58:23,810 WARNING hermes_cli.plugins: Plugin 'ai-os' tried to register command '/handoff' which conflicts with a built-in command. Skipping.
2026-07-14 18:58:23,810 INFO hermes_cli.plugins: Plugin discovery complete: 53 found, 45 enabled
2026-07-14 18:58:31,759 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (9.00s, 170 chars)
2026-07-14 18:58:31,823 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4751 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 18:58:34,156 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4751 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 18:58:34,158 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #242: model=default provider=custom in=102336 out=258 total=102594 latency=2.4s
2026-07-14 18:58:34,179 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=8/60 budget=8/60 tool_turns=91 last_msg_role=assistant response_len=248 session=20260714_114920_9d9d2d3b
2026-07-14 18:58:34,209 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=91.9s api_calls=8 response=248 chars
2026-07-14 18:58:34,260 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 18:58:34,272 INFO gateway.platforms.base: [Telegram] Sending response (248 chars) to -1003707758328
2026-07-14 18:58:34,350 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 18:58:34,372 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=203 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 18:58:34,426 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4752 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 18:58:36,987 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4752 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 18:58:36,988 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #1: model=default provider=custom in=102313 out=274 total=102587 latency=2.6s
2026-07-14 18:58:37,381 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool skill_view completed (0.39s, 6720 chars)
2026-07-14 18:58:37,428 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4753 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 18:58:39,205 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4753 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 18:58:39,206 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #2: model=default provider=custom in=103956 out=685 total=104641 latency=1.8s cache=97515/103956 (94%)
2026-07-14 18:58:39,234 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool skill_manage completed (0.02s, 534 chars)
2026-07-14 18:58:39,271 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4754 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 18:58:41,968 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4754 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 18:58:41,970 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #3: model=default provider=custom in=104782 out=192 total=104974 latency=2.7s
2026-07-14 18:58:41,977 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/16 budget=3/16 tool_turns=93 last_msg_role=assistant response_len=743 session=20260714_114920_9d9d2d3b
2026-07-14 18:58:41,982 INFO [20260714_114920_9d9d2d3b] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:01:27,686 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (278 chars)
2026-07-14 19:01:27,705 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='ok rồi. Vậy quay lại nguyên rắc cron job  cron job vào thứ 2,4,6 9h sáng thông b' reply_to_id=20 reply_to_text=''
2026-07-14 19:01:27,890 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 19:01:27,973 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=203 msg='[NN Vo] ok rồi. Vậy quay lại nguyên rắc cron job  cron job vào thứ 2,4,6 9h sáng...'
2026-07-14 19:01:28,037 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4755 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:01:48,113 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4755 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:01:48,115 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #243: model=default provider=custom in=101263 out=359 total=101622 latency=20.1s cache=93438/101263 (92%)
2026-07-14 19:01:48,140 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool cronjob returned error (0.00s): {
  "success": true,
  "count": 2,
  "jobs": [
    {
      "job_id": "c9aa1946bd2a",
      "name": "notebooklm-auth-refresh",
      "skill": null,
      "skills": [],
      "prompt_preview": "",
     
2026-07-14 19:01:48,192 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4756 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:01:50,052 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4756 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:01:50,055 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #244: model=default provider=custom in=101736 out=467 total=102203 latency=1.9s cache=97498/101736 (96%)
2026-07-14 19:01:50,199 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.12s, 570 chars)
2026-07-14 19:01:50,253 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4758 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:02:21,741 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (6 chars)
2026-07-14 19:02:21,761 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='làm đi' reply_to_id=12 reply_to_text=''
2026-07-14 19:02:21,973 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 19:02:22,060 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=108 msg='[NN Vo] làm đi'
2026-07-14 19:02:22,113 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4759 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:02:24,349 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4758 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:02:24,350 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #245: model=default provider=custom in=130662 out=899 total=131561 latency=34.1s
2026-07-14 19:02:24,530 INFO agent.tool_executor: tool write_file completed (0.16s, 244 chars)
2026-07-14 19:02:24,536 INFO agent.tool_executor: tool write_file completed (0.16s, 247 chars)
2026-07-14 19:02:24,555 INFO [20260714_114920_9d9d2d3b] agent.conversation_compression: context compression started: session=20260714_114920_9d9d2d3b messages=211 tokens=~130,662 model=default focus=None
2026-07-14 19:02:24,588 INFO [20260714_114920_9d9d2d3b] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-14 19:02:50,569 INFO [20260714_114920_9d9d2d3b] agent.conversation_compression: context compression done: session=20260714_114920_9d9d2d3b messages=211->136 rough_tokens=~66,834 awaiting_real_usage=true
2026-07-14 19:02:50,608 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4774 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:03:10,569 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4774 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:03:10,569 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #246: model=default provider=custom in=67652 out=104 total=67756 latency=20.0s
2026-07-14 19:03:10,611 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.02s, 45 chars)
2026-07-14 19:03:10,659 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4776 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:03:31,152 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4776 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:03:31,153 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #247: model=default provider=custom in=67779 out=161 total=67940 latency=20.5s
2026-07-14 19:03:31,188 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool cronjob completed (0.01s, 885 chars)
2026-07-14 19:03:32,211 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool cronjob completed (0.01s, 882 chars)
2026-07-14 19:03:32,260 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4777 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:03:42,272 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4759 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:03:42,273 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #250: model=default provider=custom in=131315 out=3630 total=134945 latency=80.2s
2026-07-14 19:03:42,360 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_2:135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:03:42,464 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 19:03:42,535 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_2:135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:03:42,690 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 19:03:42,780 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_2:135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:03:42,855 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 19:03:42,899 INFO [20260712_081412_654c5f58] tools.async_delegation: Dispatched async delegation batch deleg_219f4e32 (3 task(s), session_key=agent:main:telegram:group:-1003707758328:12)
2026-07-14 19:03:42,900 INFO [20260712_081412_654c5f58] agent.tool_executor: tool delegate_task completed (0.60s, 6120 chars)
2026-07-14 19:03:42,914 INFO [20260712_081412_654c5f58] agent.conversation_compression: context compression started: session=20260712_081412_654c5f58 messages=111 tokens=~131,315 model=default focus=None
2026-07-14 19:03:42,921 INFO [20260714_190342_e63960] agent.turn_context: conversation turn: session=20260714_190342_e63960 model=default provider=custom platform=subagent history=0 msg='Upgrade skill file: /root/.hermes/skills/research/research-critism/SKILL.md  Nhi...'
2026-07-14 19:03:42,937 INFO [20260714_190342_05ec7a] agent.turn_context: conversation turn: session=20260714_190342_05ec7a model=default provider=custom platform=subagent history=0 msg='Tạo file tham chiếu mới: /root/.hermes/skills/research/research-pipeline/referen...'
2026-07-14 19:03:42,949 INFO [20260714_190342_5b2b8d] agent.turn_context: conversation turn: session=20260714_190342_5b2b8d model=default provider=custom platform=subagent history=0 msg='Upgrade skill file: /root/.hermes/skills/research/research-pipeline/SKILL.md  Nh...'
2026-07-14 19:03:42,969 INFO [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-14 19:03:43,304 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4781 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:03:43,311 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4782 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:03:43,317 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4783 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:03:50,617 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4777 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:03:50,618 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #248: model=default provider=custom in=68552 out=316 total=68868 latency=18.4s
2026-07-14 19:03:50,643 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=6/60 budget=6/60 tool_turns=64 last_msg_role=assistant response_len=942 session=20260714_114920_9d9d2d3b
2026-07-14 19:03:50,670 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=143.0s api_calls=6 response=942 chars
2026-07-14 19:03:50,700 INFO gateway.platforms.base: [Telegram] Sending response (942 chars) to -1003707758328
2026-07-14 19:04:08,858 INFO [20260712_081412_654c5f58] agent.conversation_compression: context compression done: session=20260712_081412_654c5f58 messages=111->110 rough_tokens=~67,007 awaiting_real_usage=true
2026-07-14 19:04:08,903 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4784 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:04:13,320 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4784 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:04:13,321 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #251: model=default provider=custom in=69217 out=283 total=69500 latency=4.4s cache=4061/69217 (6%)
2026-07-14 19:04:13,344 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=37 last_msg_role=assistant response_len=1078 session=20260712_081412_654c5f58
2026-07-14 19:04:13,392 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=111.6s api_calls=2 response=1078 chars
2026-07-14 19:04:13,423 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:04:13,467 INFO gateway.platforms.base: [Telegram] Sending response (1078 chars) to -1003707758328
2026-07-14 19:04:13,547 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 19:04:13,573 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=111 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 19:04:13,610 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4785 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:04:13,760 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4781 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:04:13,761 INFO [20260714_190342_5b2b8d] agent.conversation_loop: API call #1: model=default provider=custom in=16247 out=406 total=16653 latency=30.5s
2026-07-14 19:04:13,893 INFO [20260714_190342_5b2b8d] agent.tool_executor: tool read_file completed (0.11s, 7007 chars)
2026-07-14 19:04:13,925 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4790 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:04:18,972 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4785 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:04:18,975 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=70452 out=1036 total=71488 latency=5.4s
2026-07-14 19:04:19,005 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.03s): {"success": false, "error": "Refusing background curator patch for skill 'research-pipeline': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, 
2026-07-14 19:04:19,044 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4791 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:04:20,017 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4790 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:04:20,018 INFO [20260714_190342_5b2b8d] agent.conversation_loop: API call #2: model=default provider=custom in=18725 out=1469 total=20194 latency=6.1s
2026-07-14 19:04:20,285 INFO [20260714_190342_5b2b8d] agent.tool_executor: tool write_file completed (0.23s, 271 chars)
2026-07-14 19:04:20,312 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4798 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:04:20,807 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4791 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:04:20,809 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=71775 out=18 total=71793 latency=1.8s cache=64995/71775 (91%)
2026-07-14 19:04:20,875 WARNING [20260712_081412_654c5f58] tools.skills_tool: Skill name collision for 'research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-14 19:04:20,876 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.06s): {"success": false, "error": "Ambiguous skill name 'research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.",
2026-07-14 19:04:20,920 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4799 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:04:21,449 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4798 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:04:21,450 INFO [20260714_190342_5b2b8d] agent.conversation_loop: API call #3: model=default provider=custom in=20122 out=75 total=20197 latency=1.2s cache=12177/20122 (61%)
2026-07-14 19:04:21,555 INFO [20260714_190342_5b2b8d] agent.tool_executor: tool read_file completed (0.09s, 4186 chars)
2026-07-14 19:04:21,586 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4804 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:04:22,764 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4799 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:04:22,765 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #3: model=default provider=custom in=72126 out=33 total=72159 latency=1.9s cache=64989/72126 (90%)
2026-07-14 19:04:22,776 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.01s): {"success": false, "error": "Skill name must be a relative path within the skills directory.", "hint": "Use a skill name or relative path within the skills directory."}
2026-07-14 19:04:22,818 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4805 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:04:23,350 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4804 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:04:23,351 INFO [20260714_190342_5b2b8d] agent.conversation_loop: API call #4: model=default provider=custom in=21765 out=263 total=22028 latency=1.8s cache=16241/21765 (75%)
2026-07-14 19:04:23,372 INFO [20260714_190342_5b2b8d] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/50 budget=4/50 tool_turns=3 last_msg_role=assistant response_len=774 session=20260714_190342_5b2b8d
2026-07-14 19:04:23,380 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=ThreadPoolExecutor-200_0:135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:04:24,130 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4805 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:04:24,131 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #4: model=default provider=custom in=72396 out=18 total=72414 latency=1.3s cache=64982/72396 (90%)
2026-07-14 19:04:24,182 WARNING [20260712_081412_654c5f58] tools.skills_tool: Skill name collision for 'research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-14 19:04:24,183 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.05s): {"success": false, "error": "Ambiguous skill name 'research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.",
2026-07-14 19:04:24,218 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4806 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:04:25,503 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4806 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:04:25,503 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #5: model=default provider=custom in=72799 out=38 total=72837 latency=1.3s cache=64976/72799 (89%)
2026-07-14 19:04:25,508 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.00s): {"success": false, "error": "Skill name must be a relative path within the skills directory.", "hint": "Use a skill name or relative path within the skills directory."}

[Tool loop warning: same_tool_
2026-07-14 19:04:25,553 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4807 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:04:30,623 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4807 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:04:30,624 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #6: model=default provider=custom in=72279 out=10 total=72289 latency=5.1s
2026-07-14 19:04:30,691 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skills_list completed (0.06s, 19790 chars)
2026-07-14 19:04:30,726 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4808 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:04:32,683 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4808 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:04:32,683 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #7: model=default provider=custom in=77406 out=20 total=77426 latency=2.0s cache=69075/77406 (89%)
2026-07-14 19:04:32,738 WARNING [20260712_081412_654c5f58] tools.skills_tool: Skill name collision for 'research:research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-14 19:04:32,739 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.05s): {"success": false, "error": "Ambiguous skill name 'research:research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorize
2026-07-14 19:04:32,770 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4809 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:04:34,241 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4782 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:04:34,242 INFO [20260714_190342_05ec7a] agent.conversation_loop: API call #1: model=default provider=custom in=15471 out=6472 total=21943 latency=51.0s
2026-07-14 19:04:34,416 INFO [20260714_190342_05ec7a] agent.tool_executor: tool write_file completed (0.14s, 328 chars)
2026-07-14 19:04:34,440 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4816 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:04:35,235 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4809 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:04:35,236 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #8: model=default provider=custom in=77687 out=1047 total=78734 latency=2.5s cache=73134/77687 (94%)
2026-07-14 19:04:35,812 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.57s): {"success": false, "error": "Skill 'research:research-pipeline' not found in active profile 'default'. Use skills_list() to see available skills."}
2026-07-14 19:04:35,850 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4817 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:04:38,046 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4817 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:04:38,048 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #9: model=default provider=custom in=78779 out=1047 total=79826 latency=2.2s cache=73137/78779 (93%)
2026-07-14 19:04:38,075 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.02s): {"success": false, "error": "Refusing background curator patch for skill 'research-pipeline': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, 
2026-07-14 19:04:38,112 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4818 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:04:38,423 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4816 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:04:38,424 INFO [20260714_190342_05ec7a] agent.conversation_loop: API call #2: model=default provider=custom in=18246 out=1194 total=19440 latency=4.0s
2026-07-14 19:04:38,563 INFO [20260714_190342_05ec7a] agent.tool_executor: tool read_file completed (0.11s, 9729 chars)
2026-07-14 19:04:38,597 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4823 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:04:40,656 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4818 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:04:40,656 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #10: model=default provider=custom in=80041 out=18 total=80059 latency=2.6s cache=73141/80041 (91%)
2026-07-14 19:04:40,727 WARNING [20260712_081412_654c5f58] tools.skills_tool: Skill name collision for 'research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-14 19:04:40,728 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.07s): {"success": false, "error": "Ambiguous skill name 'research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.",
2026-07-14 19:04:40,766 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4824 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:04:42,822 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4823 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:04:42,823 INFO [20260714_190342_05ec7a] agent.conversation_loop: API call #3: model=default provider=custom in=21197 out=1509 total=22706 latency=4.2s cache=16251/21197 (77%)
2026-07-14 19:04:42,998 INFO agent.tool_executor: tool read_file completed (0.15s, 9125 chars)
2026-07-14 19:04:43,003 INFO agent.tool_executor: tool read_file completed (0.15s, 6020 chars)
2026-07-14 19:04:43,019 INFO agent.tool_executor: tool read_file completed (0.17s, 7400 chars)
2026-07-14 19:04:43,028 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4824 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:04:43,030 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #11: model=default provider=custom in=80255 out=1061 total=81316 latency=2.3s cache=73137/80255 (91%)
2026-07-14 19:04:43,078 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.04s): {"success": false, "error": "File must be under one of: assets, references, scripts, templates. Got: '/root/.hermes/skills/research/research-pipeline/SKILL.md'"}

[Tool loop warning: same_tool_failure
2026-07-14 19:04:43,086 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4837 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:04:43,136 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4838 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:04:45,172 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4838 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:04:45,172 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #12: model=default provider=custom in=81489 out=366 total=81855 latency=2.1s cache=77204/81489 (95%)
2026-07-14 19:04:45,200 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.02s): {"success": false, "error": "Refusing background curator patch for skill 'research-pipeline': the current references/ars-compatibility.md content has not been loaded in this review turn. Call skill_vi
2026-07-14 19:04:45,239 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4839 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:04:46,468 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4839 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:04:46,470 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #13: model=default provider=custom in=82073 out=32 total=82105 latency=1.3s cache=77203/82073 (94%)
2026-07-14 19:04:46,542 WARNING [20260712_081412_654c5f58] tools.skills_tool: Skill name collision for 'research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-14 19:04:46,543 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.07s): {"success": false, "error": "Ambiguous skill name 'research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.",
2026-07-14 19:04:46,587 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4840 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:04:47,657 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4840 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:04:47,657 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #14: model=default provider=custom in=82364 out=20 total=82384 latency=1.1s cache=77199/82364 (94%)
2026-07-14 19:04:47,706 WARNING [20260712_081412_654c5f58] tools.skills_tool: Skill name collision for 'research/research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-14 19:04:47,706 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.05s): {"success": false, "error": "Ambiguous skill name 'research/research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorize
2026-07-14 19:04:47,741 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4841 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:04:49,737 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4841 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:04:49,737 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #15: model=default provider=custom in=82645 out=368 total=83013 latency=2.0s cache=77196/82645 (93%)
2026-07-14 19:04:49,815 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.07s): {"success": false, "error": "Skill 'research/research-pipeline' not found in active profile 'default'. Use skills_list() to see available skills."}

[Tool loop warning: same_tool_failure_warning; coun
2026-07-14 19:04:49,858 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4842 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:04:51,231 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4842 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:04:51,233 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #16: model=default provider=custom in=83176 out=378 total=83554 latency=1.4s cache=77194/83176 (93%)
2026-07-14 19:04:51,264 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.03s): {"success": false, "error": "File must be under one of: assets, references, scripts, templates. Got: '/root/.hermes/skills/research/research-pipeline/references/ars-compatibility.md'"}

[Tool loop war
2026-07-14 19:04:54,122 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=max_iterations_reached(16/16) model=default api_calls=16/16 budget=16/16 tool_turns=53 last_msg_role=assistant response_len=62 session=20260712_081412_654c5f58
2026-07-14 19:04:54,128 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:04:55,402 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4837 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:04:55,403 INFO [20260714_190342_05ec7a] agent.conversation_loop: API call #4: model=default provider=custom in=27971 out=6982 total=34953 latency=12.3s cache=16272/27971 (58%)
2026-07-14 19:04:55,599 INFO [20260714_190342_05ec7a] agent.tool_executor: tool write_file completed (0.17s, 327 chars)
2026-07-14 19:04:55,630 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4849 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:04:59,917 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4849 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:04:59,918 INFO [20260714_190342_05ec7a] agent.conversation_loop: API call #5: model=default provider=custom in=38629 out=121 total=38750 latency=4.3s
2026-07-14 19:05:00,125 INFO [20260714_190342_05ec7a] agent.tool_executor: tool search_files completed (0.19s, 18 chars)
2026-07-14 19:05:00,182 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4852 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:05:13,396 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (101 chars)
2026-07-14 19:05:13,411 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4783 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:05:13,412 INFO [20260714_190342_e63960] agent.conversation_loop: API call #1: model=default provider=custom in=16099 out=524 total=16623 latency=90.1s
2026-07-14 19:05:13,419 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='nhưng pipeline cào tin mới vào mỗi 2-4-6 9h có time period quy định để cào thế n' reply_to_id=20 reply_to_text=''
2026-07-14 19:05:13,561 INFO agent.tool_executor: tool read_file completed (0.11s, 8464 chars)
2026-07-14 19:05:13,574 INFO agent.tool_executor: tool read_file completed (0.12s, 28848 chars)
2026-07-14 19:05:13,604 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 19:05:13,712 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4861 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:05:13,729 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=142 msg='[NN Vo] nhưng pipeline cào tin mới vào mỗi 2-4-6 9h có time period quy định để c...'
2026-07-14 19:05:13,805 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4862 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:05:13,921 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4852 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:05:13,922 INFO [20260714_190342_05ec7a] agent.conversation_loop: API call #6: model=default provider=custom in=38567 out=576 total=39143 latency=13.8s
2026-07-14 19:05:13,942 INFO [20260714_190342_05ec7a] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=6/50 budget=6/50 tool_turns=5 last_msg_role=assistant response_len=1300 session=20260714_190342_05ec7a
2026-07-14 19:05:13,953 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=ThreadPoolExecutor-200_2:135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:05:17,444 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4862 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:05:17,446 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #249: model=default provider=custom in=68907 out=182 total=69089 latency=3.7s cache=60872/68907 (88%)
2026-07-14 19:05:17,593 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.12s, 236 chars)
2026-07-14 19:05:17,648 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4864 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:05:24,996 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4864 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:05:24,997 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #250: model=default provider=custom in=69166 out=628 total=69794 latency=7.4s cache=64853/69166 (94%)
2026-07-14 19:05:25,661 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool patch completed (0.63s, 903 chars)
2026-07-14 19:05:25,718 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4872 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:05:27,925 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4872 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:05:27,926 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #251: model=default provider=custom in=70099 out=156 total=70255 latency=2.2s
2026-07-14 19:05:27,947 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=3/60 tool_turns=66 last_msg_role=assistant response_len=514 session=20260714_114920_9d9d2d3b
2026-07-14 19:05:27,961 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=14.5s api_calls=3 response=514 chars
2026-07-14 19:05:28,007 INFO gateway.platforms.base: [Telegram] Sending response (514 chars) to -1003707758328
2026-07-14 19:05:37,305 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4861 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:05:37,306 INFO [20260714_190342_e63960] agent.conversation_loop: API call #2: model=default provider=custom in=26981 out=20510 total=47491 latency=23.7s
2026-07-14 19:05:37,509 INFO [20260714_190342_e63960] agent.tool_executor: tool write_file completed (0.18s, 270 chars)
2026-07-14 19:05:37,573 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4879 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:05:39,330 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4879 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:05:39,331 INFO [20260714_190342_e63960] agent.conversation_loop: API call #3: model=default provider=custom in=30119 out=587 total=30706 latency=1.8s cache=24433/30119 (81%)
2026-07-14 19:05:39,398 INFO [20260714_190342_e63960] agent.tool_executor: tool search_files completed (0.05s, 732 chars)
2026-07-14 19:05:39,433 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4882 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:05:59,648 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4882 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:05:59,650 INFO [20260714_190342_e63960] agent.conversation_loop: API call #4: model=default provider=custom in=30419 out=390 total=30809 latency=20.2s cache=24429/30419 (80%)
2026-07-14 19:05:59,775 INFO [20260714_190342_e63960] agent.tool_executor: tool read_file completed (0.11s, 11462 chars)
2026-07-14 19:05:59,813 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4887 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:06:02,919 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4887 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:06:02,921 INFO [20260714_190342_e63960] agent.conversation_loop: API call #5: model=default provider=custom in=34120 out=1543 total=35663 latency=3.1s cache=24442/34120 (72%)
2026-07-14 19:06:03,012 INFO [20260714_190342_e63960] agent.tool_executor: tool search_files completed (0.06s, 2307 chars)
2026-07-14 19:06:03,043 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4890 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:06:04,454 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4890 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:06:04,455 INFO [20260714_190342_e63960] agent.conversation_loop: API call #6: model=default provider=custom in=34882 out=134 total=35016 latency=1.4s cache=28514/34882 (82%)
2026-07-14 19:06:04,735 INFO [20260714_190342_e63960] agent.tool_executor: tool patch completed (0.25s, 852 chars)
2026-07-14 19:06:04,769 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4899 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:06:06,012 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4899 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:06:06,012 INFO [20260714_190342_e63960] agent.conversation_loop: API call #7: model=default provider=custom in=35274 out=80 total=35354 latency=1.3s cache=28510/35274 (81%)
2026-07-14 19:06:06,233 INFO [20260714_190342_e63960] agent.tool_executor: tool patch completed (0.20s, 632 chars)
2026-07-14 19:06:06,269 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4908 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:06:07,646 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4908 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:06:07,647 INFO [20260714_190342_e63960] agent.conversation_loop: API call #8: model=default provider=custom in=35566 out=134 total=35700 latency=1.4s
2026-07-14 19:06:07,849 INFO [20260714_190342_e63960] agent.tool_executor: tool patch completed (0.19s, 794 chars)
2026-07-14 19:06:07,876 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4917 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:06:09,611 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4917 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:06:09,613 INFO [20260714_190342_e63960] agent.conversation_loop: API call #9: model=default provider=custom in=35963 out=258 total=36221 latency=1.8s cache=28504/35963 (79%)
2026-07-14 19:06:09,862 INFO [20260714_190342_e63960] agent.tool_executor: tool patch completed (0.21s, 2701 chars)
2026-07-14 19:06:09,896 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4926 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:06:11,093 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4926 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:06:11,094 INFO [20260714_190342_e63960] agent.conversation_loop: API call #10: model=default provider=custom in=37048 out=50 total=37098 latency=1.2s cache=32576/37048 (88%)
2026-07-14 19:06:11,191 INFO [20260714_190342_e63960] agent.tool_executor: tool search_files completed (0.06s, 563 chars)
2026-07-14 19:06:11,226 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4929 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:06:12,659 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4929 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:06:12,660 INFO [20260714_190342_e63960] agent.conversation_loop: API call #11: model=default provider=custom in=37271 out=64 total=37335 latency=1.5s cache=32572/37271 (87%)
2026-07-14 19:06:12,885 INFO [20260714_190342_e63960] agent.tool_executor: tool patch completed (0.20s, 675 chars)
2026-07-14 19:06:12,920 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4938 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:06:14,552 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4938 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:06:14,555 INFO [20260714_190342_e63960] agent.conversation_loop: API call #12: model=default provider=custom in=37554 out=50 total=37604 latency=1.7s cache=32568/37554 (87%)
2026-07-14 19:06:14,621 INFO [20260714_190342_e63960] agent.tool_executor: tool search_files completed (0.05s, 373 chars)
2026-07-14 19:06:14,654 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4941 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:06:15,804 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4941 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:06:15,805 INFO [20260714_190342_e63960] agent.conversation_loop: API call #13: model=default provider=custom in=37732 out=42 total=37774 latency=1.2s cache=32563/37732 (86%)
2026-07-14 19:06:15,857 INFO [20260714_190342_e63960] agent.tool_executor: tool terminal completed (0.03s, 45 chars)
2026-07-14 19:06:15,887 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4943 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:06:17,228 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4943 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:06:17,228 INFO [20260714_190342_e63960] agent.conversation_loop: API call #14: model=default provider=custom in=37797 out=50 total=37847 latency=1.4s cache=32558/37797 (86%)
2026-07-14 19:06:17,298 INFO [20260714_190342_e63960] agent.tool_executor: tool search_files completed (0.05s, 373 chars)
2026-07-14 19:06:17,326 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4946 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:06:18,917 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4946 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:06:18,918 INFO [20260714_190342_e63960] agent.conversation_loop: API call #15: model=default provider=custom in=37975 out=34 total=38009 latency=1.6s cache=32554/37975 (86%)
2026-07-14 19:06:19,062 INFO [20260714_190342_e63960] agent.tool_executor: tool read_file completed (0.12s, 11461 chars)
2026-07-14 19:06:19,101 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4951 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:06:20,840 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4951 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:06:20,842 INFO [20260714_190342_e63960] agent.conversation_loop: API call #16: model=default provider=custom in=41676 out=427 total=42103 latency=1.8s cache=32569/41676 (78%)
2026-07-14 19:06:20,885 INFO [20260714_190342_e63960] agent.tool_executor: tool terminal completed (0.02s, 45 chars)
2026-07-14 19:06:20,916 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4953 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:06:21,987 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4953 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:06:21,989 INFO [20260714_190342_e63960] agent.conversation_loop: API call #17: model=default provider=custom in=41741 out=64 total=41805 latency=1.1s cache=36635/41741 (88%)
2026-07-14 19:06:22,353 INFO [20260714_190342_e63960] agent.tool_executor: tool patch completed (0.22s, 675 chars)
2026-07-14 19:06:22,384 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4962 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:06:23,718 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4962 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:06:23,719 INFO [20260714_190342_e63960] agent.conversation_loop: API call #18: model=default provider=custom in=42024 out=50 total=42074 latency=1.3s cache=36631/42024 (87%)
2026-07-14 19:06:23,833 INFO [20260714_190342_e63960] agent.tool_executor: tool search_files completed (0.06s, 563 chars)
2026-07-14 19:06:23,866 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4965 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:06:25,118 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4965 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:06:25,120 INFO [20260714_190342_e63960] agent.conversation_loop: API call #19: model=default provider=custom in=42247 out=134 total=42381 latency=1.3s cache=36627/42247 (87%)
2026-07-14 19:06:25,156 WARNING [20260714_190342_e63960] agent.tool_executor: Tool patch returned error (0.02s): {"success": false, "error": "old_string and new_string are identical"}
2026-07-14 19:06:25,184 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4967 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:06:27,454 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4967 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:06:27,455 INFO [20260714_190342_e63960] agent.conversation_loop: API call #20: model=default provider=custom in=42407 out=134 total=42541 latency=2.3s cache=36622/42407 (86%)
2026-07-14 19:06:27,490 WARNING [20260714_190342_e63960] agent.tool_executor: Tool patch returned error (0.02s): {"success": false, "error": "old_string and new_string are identical"}

[Tool loop warning: repeated_exact_failure_warning; count=2; patch has failed 2 times with identical arguments. This looks like 
2026-07-14 19:06:27,525 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4969 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:06:30,807 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4969 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:06:30,807 INFO [20260714_190342_e63960] agent.conversation_loop: API call #21: model=default provider=custom in=42620 out=618 total=43238 latency=3.3s cache=36618/42620 (86%)
2026-07-14 19:06:30,925 INFO [20260714_190342_e63960] agent.tool_executor: tool read_file completed (0.09s, 3321 chars)
2026-07-14 19:06:30,963 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4974 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:06:32,725 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4974 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:06:32,727 INFO [20260714_190342_e63960] agent.conversation_loop: API call #22: model=default provider=custom in=43709 out=45 total=43754 latency=1.8s cache=36619/43709 (84%)
2026-07-14 19:06:32,841 INFO [20260714_190342_e63960] agent.tool_executor: tool read_file completed (0.10s, 6719 chars)
2026-07-14 19:06:32,874 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4979 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:06:37,262 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4979 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:06:37,262 INFO [20260714_190342_e63960] agent.conversation_loop: API call #23: model=default provider=custom in=45945 out=2652 total=48597 latency=4.4s cache=40696/45945 (89%)
2026-07-14 19:06:37,394 INFO [20260714_190342_e63960] agent.tool_executor: tool read_file completed (0.11s, 11461 chars)
2026-07-14 19:06:37,443 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4984 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:06:48,296 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4984 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:06:48,297 INFO [20260714_190342_e63960] agent.conversation_loop: API call #24: model=default provider=custom in=49646 out=663 total=50309 latency=10.9s cache=40712/49646 (82%)
2026-07-14 19:06:48,322 INFO [20260714_190342_e63960] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=24/50 budget=24/50 tool_turns=23 last_msg_role=assistant response_len=1837 session=20260714_190342_e63960
2026-07-14 19:06:48,334 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=ThreadPoolExecutor-200_1:135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:06:48,396 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:06:48,477 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 19:06:48,495 INFO [20260714_190342_e63960] agent.turn_context: conversation turn: session=20260714_190342_e63960 model=default provider=custom platform=subagent history=49 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 19:06:48,524 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4985 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:06:49,633 INFO gateway.run: Watch pattern notification — injecting for telegram chat=-1003707758328 thread=12
2026-07-14 19:06:49,648 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='[ASYNC DELEGATION BATCH COMPLETE — deleg_219f4e32] A background fan-out of 3 sub' reply_to_id=None reply_to_text=''
2026-07-14 19:06:49,791 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 19:06:49,867 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=111 msg='[NN Vo] [ASYNC DELEGATION BATCH COMPLETE — deleg_219f4e32] A background fan-out ...'
2026-07-14 19:06:49,917 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4986 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:07:08,102 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4985 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:07:08,107 INFO [20260714_190342_e63960] agent.conversation_loop: API call #1: model=default provider=custom in=50534 out=1312 total=51846 latency=19.6s
2026-07-14 19:07:08,161 INFO [20260714_190342_e63960] agent.tool_executor: tool skills_list completed (0.05s, 19789 chars)
2026-07-14 19:07:08,189 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-4987 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:07:08,998 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4986 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:07:09,000 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #252: model=default provider=custom in=72560 out=449 total=73009 latency=19.1s cache=20315/72560 (28%)
2026-07-14 19:07:09,123 INFO agent.tool_executor: tool read_file completed (0.09s, 4186 chars)
2026-07-14 19:07:09,160 INFO agent.tool_executor: tool read_file completed (0.13s, 8589 chars)
2026-07-14 19:07:09,167 INFO agent.tool_executor: tool read_file completed (0.13s, 7664 chars)
2026-07-14 19:07:09,242 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5000 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:07:11,011 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5000 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:07:11,012 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #253: model=default provider=custom in=79156 out=390 total=79546 latency=1.8s cache=69100/79156 (87%)
2026-07-14 19:07:11,087 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.05s, 45 chars)
2026-07-14 19:07:11,148 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5002 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:07:12,706 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-4987 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:07:12,708 INFO [20260714_190342_e63960] agent.conversation_loop: API call #2: model=default provider=custom in=55661 out=140 total=55801 latency=4.5s cache=44802/55661 (80%)
2026-07-14 19:07:12,796 INFO [20260714_190342_e63960] agent.tool_executor: tool skill_view completed (0.08s, 3342 chars)
2026-07-14 19:07:12,825 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5003 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:07:15,874 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5003 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:07:15,875 INFO [20260714_190342_e63960] agent.conversation_loop: API call #3: model=default provider=custom in=56600 out=1081 total=57681 latency=3.1s
2026-07-14 19:07:15,947 INFO [20260714_190342_e63960] agent.tool_executor: tool skill_view completed (0.07s, 11769 chars)
2026-07-14 19:07:15,974 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5004 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:07:18,120 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5002 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:07:18,122 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #254: model=default provider=custom in=79569 out=565 total=80134 latency=7.0s cache=73162/79569 (92%)
2026-07-14 19:07:18,259 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.10s, 367 chars)
2026-07-14 19:07:18,302 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5006 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:07:19,796 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5004 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:07:19,798 INFO [20260714_190342_e63960] agent.conversation_loop: API call #4: model=default provider=custom in=59735 out=1674 total=61409 latency=3.8s cache=52958/59735 (89%)
2026-07-14 19:07:19,800 WARNING [20260714_190342_e63960] agent.tool_executor: Tool search_files returned error (0.00s): {"error": "Background review denied non-whitelisted tool: search_files. Only memory/skill tools are allowed."}
2026-07-14 19:07:19,832 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5007 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:07:31,336 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (114 chars)
2026-07-14 19:07:31,349 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='nếu xét mốc 72h thì thời gian thông báo lại ko nên để thứ 2,4,6 nữa mà là sau mỗ' reply_to_id=20 reply_to_text=''
2026-07-14 19:07:31,500 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 19:07:31,571 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=148 msg='[NN Vo] nếu xét mốc 72h thì thời gian thông báo lại ko nên để thứ 2,4,6 nữa mà l...'
2026-07-14 19:07:31,627 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5008 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:07:37,790 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5008 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:07:37,790 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #252: model=default provider=custom in=70302 out=2148 total=72450 latency=6.2s cache=64923/70302 (92%)
2026-07-14 19:07:38,283 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool patch completed (0.46s, 1434 chars)
2026-07-14 19:07:38,323 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5016 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:07:40,422 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5006 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:07:40,424 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #255: model=default provider=custom in=109718 out=286 total=110004 latency=22.1s
2026-07-14 19:07:40,545 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.07s, 155 chars)
2026-07-14 19:07:40,622 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5018 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:07:43,600 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5016 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:07:43,601 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #253: model=default provider=custom in=71085 out=299 total=71384 latency=5.3s cache=64925/71085 (91%)
2026-07-14 19:07:43,627 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=67 last_msg_role=assistant response_len=875 session=20260714_114920_9d9d2d3b
2026-07-14 19:07:43,655 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=12.3s api_calls=2 response=875 chars
2026-07-14 19:07:43,691 INFO gateway.platforms.base: [Telegram] Sending response (875 chars) to -1003707758328
2026-07-14 19:07:46,282 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5018 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:07:46,285 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #256: model=default provider=custom in=80474 out=458 total=80932 latency=5.7s cache=20301/80474 (25%)
2026-07-14 19:07:46,393 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool terminal returned error (0.09s): {"output": "Traceback (most recent call last):\n  File \"<stdin>\", line 4, in <module>\nFileNotFoundError: [Errno 2] No such file or directory: '/opt/ai-os/products/ceo/skills/research/research-and-i
2026-07-14 19:07:46,441 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5020 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:07:50,437 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5020 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:07:50,439 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #257: model=default provider=custom in=81019 out=495 total=81514 latency=4.0s cache=73155/81019 (90%)
2026-07-14 19:07:50,591 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.13s, 208 chars)
2026-07-14 19:07:50,678 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5022 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:07:52,512 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5022 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:07:52,513 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #258: model=default provider=custom in=81591 out=289 total=81880 latency=1.9s cache=77218/81591 (95%)
2026-07-14 19:07:52,630 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.08s, 78 chars)
2026-07-14 19:07:52,680 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5024 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:07:58,605 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5007 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:07:58,607 INFO [20260714_190342_e63960] agent.conversation_loop: API call #5: model=default provider=custom in=79120 out=1923 total=81043 latency=38.8s
2026-07-14 19:07:58,647 INFO [20260714_190342_e63960] agent.tool_executor: tool skill_manage completed (0.04s, 541 chars)
2026-07-14 19:07:58,673 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5025 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:08:12,211 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (52 chars)
2026-07-14 19:08:12,227 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='ok nhé, ngày mai là thứ 4 tôi sẽ xem báo cáo thế nào' reply_to_id=20 reply_to_text=''
2026-07-14 19:08:12,379 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 19:08:12,465 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=152 msg='[NN Vo] ok nhé, ngày mai là thứ 4 tôi sẽ xem báo cáo thế nào'
2026-07-14 19:08:12,531 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5026 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:08:16,846 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5025 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:08:16,848 INFO [20260714_190342_e63960] agent.conversation_loop: API call #6: model=default provider=custom in=61208 out=19 total=61227 latency=18.2s cache=57028/61208 (93%)
2026-07-14 19:08:16,961 INFO [20260714_190342_e63960] agent.tool_executor: tool skill_view completed (0.11s, 5895 chars)
2026-07-14 19:08:17,005 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5027 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:08:19,180 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5027 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:08:19,182 INFO [20260714_190342_e63960] agent.conversation_loop: API call #7: model=default provider=custom in=62846 out=526 total=63372 latency=2.2s cache=57030/62846 (91%)
2026-07-14 19:08:19,185 WARNING [20260714_190342_e63960] agent.tool_executor: Tool patch returned error (0.00s): {"error": "Background review denied non-whitelisted tool: patch. Only memory/skill tools are allowed."}
2026-07-14 19:08:19,216 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5028 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:08:19,733 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5026 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:08:19,735 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #254: model=default provider=custom in=71157 out=136 total=71293 latency=7.2s
2026-07-14 19:08:19,761 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=67 last_msg_role=assistant response_len=463 session=20260714_114920_9d9d2d3b
2026-07-14 19:08:19,824 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=7.6s api_calls=1 response=463 chars
2026-07-14 19:08:19,871 INFO gateway.platforms.base: [Telegram] Sending response (463 chars) to -1003707758328
2026-07-14 19:08:21,218 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5028 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:08:21,219 INFO [20260714_190342_e63960] agent.conversation_loop: API call #8: model=default provider=custom in=63404 out=290 total=63694 latency=2.0s cache=57028/63404 (90%)
2026-07-14 19:08:21,225 INFO [20260714_190342_e63960] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=8/16 budget=8/16 tool_turns=30 last_msg_role=assistant response_len=1250 session=20260714_190342_e63960
2026-07-14 19:08:21,230 INFO [20260714_190342_e63960] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:08:23,736 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5024 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:08:23,737 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #259: model=default provider=custom in=81911 out=243 total=82154 latency=31.1s cache=77215/81911 (94%)
2026-07-14 19:08:25,751 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (1.99s, 4026 chars)
2026-07-14 19:08:25,805 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5030 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:08:30,010 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5030 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:08:30,011 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #260: model=default provider=custom in=83418 out=257 total=83675 latency=4.2s cache=77220/83418 (93%)
2026-07-14 19:08:30,069 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool terminal returned error (0.04s): {"output": "/usr/bin/bash: line 17: sqlite3: command not found", "exit_code": 127, "error": null}
2026-07-14 19:08:30,115 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5032 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:08:31,912 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5032 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:08:31,919 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #261: model=default provider=custom in=83718 out=53 total=83771 latency=1.8s cache=77217/83718 (92%)
2026-07-14 19:08:32,150 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.19s, 236 chars)
2026-07-14 19:08:32,247 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5034 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:08:34,255 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5034 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:08:34,255 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #262: model=default provider=custom in=83865 out=184 total=84049 latency=2.0s
2026-07-14 19:08:34,386 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool execute_code returned error (0.11s): {"status": "error", "output": "\n--- stderr ---\nTraceback (most recent call last):\n  File \"/tmp/hermes_sandbox_vvdh5j48/script.py\", line 12, in <module>\n    cur.execute(\"SELECT id, title, board,
2026-07-14 19:08:34,427 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5038 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:08:36,149 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5038 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:08:36,150 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #263: model=default provider=custom in=84267 out=207 total=84474 latency=1.7s cache=77210/84267 (92%)
2026-07-14 19:08:36,279 INFO [20260712_081412_654c5f58] agent.tool_executor: tool execute_code completed (0.11s, 957 chars)
2026-07-14 19:08:36,326 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5042 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:08:39,491 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5042 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:08:39,492 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #264: model=default provider=custom in=84808 out=138 total=84946 latency=3.2s cache=77208/84808 (91%)
2026-07-14 19:08:39,627 INFO [20260712_081412_654c5f58] agent.tool_executor: tool execute_code completed (0.11s, 209 chars)
2026-07-14 19:08:39,665 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5046 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:08:41,696 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5046 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:08:41,697 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #265: model=default provider=custom in=85025 out=272 total=85297 latency=2.0s cache=77204/85025 (91%)
2026-07-14 19:08:41,822 INFO [20260712_081412_654c5f58] agent.tool_executor: tool execute_code completed (0.11s, 206 chars)
2026-07-14 19:08:41,874 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5050 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:08:48,042 INFO gateway.platforms.base: [Telegram] Sending response (5393 chars) to -1003707758328
2026-07-14 19:08:50,377 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5050 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:08:50,377 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #266: model=default provider=custom in=85375 out=55 total=85430 latency=8.5s cache=81265/85375 (95%)
2026-07-14 19:08:51,188 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.78s, 2964 chars)
2026-07-14 19:08:51,236 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5052 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:08:57,628 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5052 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:08:57,630 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #267: model=default provider=custom in=86371 out=1278 total=87649 latency=6.4s cache=81266/86371 (94%)
2026-07-14 19:08:57,679 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=16/60 budget=12/60 tool_turns=52 last_msg_role=assistant response_len=4120 session=20260712_081412_654c5f58
2026-07-14 19:08:57,727 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=128.1s api_calls=16 response=4120 chars
2026-07-14 19:08:57,754 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:08:57,802 INFO gateway.platforms.base: [Telegram] Sending response (4120 chars) to -1003707758328
2026-07-14 19:08:57,859 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 19:08:57,886 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=145 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 19:08:57,932 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5053 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:09:03,093 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5053 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:09:03,094 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=88791 out=1783 total=90574 latency=5.2s cache=65022/88791 (73%)
2026-07-14 19:09:03,126 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.03s): {"success": false, "error": "Refusing background curator patch for skill 'research-pipeline': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, 
2026-07-14 19:09:03,164 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5054 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:09:05,041 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5054 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:09:05,043 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=89154 out=18 total=89172 latency=1.9s cache=81274/89154 (91%)
2026-07-14 19:09:05,097 WARNING [20260712_081412_654c5f58] tools.skills_tool: Skill name collision for 'research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-14 19:09:05,098 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.05s): {"success": false, "error": "Ambiguous skill name 'research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.",
2026-07-14 19:09:05,138 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5055 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:09:07,202 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5055 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:09:07,204 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #3: model=default provider=custom in=89316 out=31 total=89347 latency=2.1s cache=81270/89316 (91%)
2026-07-14 19:09:07,256 WARNING [20260712_081412_654c5f58] tools.skills_tool: Skill name collision for 'research/research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-14 19:09:07,256 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.05s): {"success": false, "error": "Ambiguous skill name 'research/research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorize
2026-07-14 19:09:07,294 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5056 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:09:08,962 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5056 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:09:08,963 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #4: model=default provider=custom in=89493 out=18 total=89511 latency=1.7s cache=85329/89493 (95%)
2026-07-14 19:09:09,012 WARNING [20260712_081412_654c5f58] tools.skills_tool: Skill name collision for 'research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-14 19:09:09,013 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.05s): {"success": false, "error": "Ambiguous skill name 'research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.",
2026-07-14 19:09:09,064 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5057 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:09:11,695 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5057 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:09:11,696 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #5: model=default provider=custom in=89707 out=28 total=89735 latency=2.7s cache=85325/89707 (95%)
2026-07-14 19:09:11,700 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.00s): {"success": false, "error": "Skill name must be a relative path within the skills directory.", "hint": "Use a skill name or relative path within the skills directory."}

[Tool loop warning: same_tool_
2026-07-14 19:09:11,735 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5058 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:09:13,523 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5058 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:09:13,525 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #6: model=default provider=custom in=89900 out=10 total=89910 latency=1.8s cache=85321/89900 (95%)
2026-07-14 19:09:13,578 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skills_list completed (0.05s, 19789 chars)
2026-07-14 19:09:13,611 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5059 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:09:14,832 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5059 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:09:14,833 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #7: model=default provider=custom in=95027 out=20 total=95047 latency=1.2s cache=85353/95027 (90%)
2026-07-14 19:09:14,883 WARNING [20260712_081412_654c5f58] tools.skills_tool: Skill name collision for 'research/research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-14 19:09:14,884 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.05s): {"success": false, "error": "Ambiguous skill name 'research/research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorize
2026-07-14 19:09:14,920 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5060 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:09:16,327 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5060 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:09:16,328 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #8: model=default provider=custom in=95308 out=267 total=95575 latency=1.4s cache=89414/95308 (94%)
2026-07-14 19:09:16,441 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.11s): {"success": false, "error": "Skill 'research/research-pipeline' not found in active profile 'default'. Use skills_list() to see available skills."}
2026-07-14 19:09:16,476 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5061 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:09:18,303 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5061 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:09:18,304 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #9: model=default provider=custom in=95620 out=265 total=95885 latency=1.8s cache=89411/95620 (94%)
2026-07-14 19:09:18,330 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.02s): {"success": false, "error": "Refusing background curator patch for skill 'research-pipeline': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, 
2026-07-14 19:09:18,375 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5062 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:09:19,537 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5062 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:09:19,538 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #10: model=default provider=custom in=96037 out=25 total=96062 latency=1.2s cache=89408/96037 (93%)
2026-07-14 19:09:19,598 WARNING [20260712_081412_654c5f58] tools.skills_tool: Skill name collision for 'research/research-pipeline/SKILL.md': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-14 19:09:19,598 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.06s): {"success": false, "error": "Ambiguous skill name 'research/research-pipeline/SKILL.md': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its c
2026-07-14 19:09:19,640 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5063 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:09:20,959 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5063 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:09:20,960 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #11: model=default provider=custom in=96328 out=265 total=96593 latency=1.3s cache=89404/96328 (93%)
2026-07-14 19:09:20,986 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.02s): {"success": false, "error": "Refusing background curator patch for skill 'research-pipeline': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, 
2026-07-14 19:09:21,028 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5064 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:09:22,345 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5064 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:09:22,346 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #12: model=default provider=custom in=96745 out=105 total=96850 latency=1.3s cache=89402/96745 (92%)
2026-07-14 19:09:22,355 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool memory returned error (0.00s): {"success": false, "error": "Memory at 2,138/2,200 chars. Adding this entry (300 chars) would exceed the limit. Consolidate now: use 'replace' to merge overlapping entries into shorter ones or 'remove
2026-07-14 19:09:22,397 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5065 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:09:24,110 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5065 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:09:24,112 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #13: model=default provider=custom in=97499 out=313 total=97812 latency=1.7s cache=89402/97499 (92%)
2026-07-14 19:09:24,128 INFO [20260712_081412_654c5f58] agent.tool_executor: tool memory completed (0.01s, 212 chars)
2026-07-14 19:09:24,165 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5066 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:09:26,578 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5066 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:09:26,579 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #14: model=default provider=custom in=97893 out=461 total=98354 latency=2.4s cache=93463/97893 (95%)
2026-07-14 19:09:26,590 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=14/16 budget=14/16 tool_turns=65 last_msg_role=assistant response_len=1499 session=20260712_081412_654c5f58
2026-07-14 19:09:26,596 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:09:50,433 INFO gateway.platforms.base: [Telegram] Sending response (195 chars) to -1003707758328
2026-07-14 19:10:01,403 INFO gateway.platforms.base: [Telegram] Sending response (195 chars) to -1003707758328
2026-07-14 19:11:03,916 INFO gateway.platforms.base: [Telegram] Sending response (876 chars) to -1003707758328
2026-07-14 19:11:16,427 INFO gateway.platforms.base: [Telegram] Sending response (876 chars) to -1003707758328
2026-07-14 19:11:27,237 INFO gateway.platforms.base: [Telegram] Sending response (1719 chars) to -1003707758328
2026-07-14 19:20:41,348 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (364 chars)
2026-07-14 19:20:41,363 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='rất tốt, tôi chỉ có concern duy nhất ở Batch Reviewer * Tên file: /opt/ai-os/pro' reply_to_id=12 reply_to_text=''
2026-07-14 19:20:41,666 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 19:20:41,776 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=145 msg='[NN Vo] rất tốt, tôi chỉ có concern duy nhất ở Batch Reviewer * Tên file: /opt/a...'
2026-07-14 19:20:41,860 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5067 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:21:07,099 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5067 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:21:07,101 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #268: model=default provider=custom in=87756 out=2974 total=90730 latency=25.3s
2026-07-14 19:21:07,138 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=52 last_msg_role=assistant response_len=4064 session=20260712_081412_654c5f58
2026-07-14 19:21:07,156 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=25.8s api_calls=1 response=4064 chars
2026-07-14 19:21:07,213 INFO gateway.platforms.base: [Telegram] Sending response (4064 chars) to -1003707758328
2026-07-14 19:21:24,508 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (35 chars)
2026-07-14 19:21:24,520 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='test tuần này tôi có lịch hẹn gì ko' reply_to_id=18 reply_to_text=''
2026-07-14 19:21:24,786 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 19:21:24,861 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=228 msg='[NN Vo] test tuần này tôi có lịch hẹn gì ko'
2026-07-14 19:21:24,927 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5068 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:21:47,453 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5068 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:21:47,455 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #235: model=default provider=custom in=138883 out=180 total=139063 latency=22.5s
2026-07-14 19:21:49,280 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (1.80s, 1710 chars)
2026-07-14 19:21:49,318 INFO [20260710_094439_1cb443b1] agent.conversation_compression: context compression started: session=20260710_094439_1cb443b1 messages=231 tokens=~138,883 model=default focus=None
2026-07-14 19:21:49,359 INFO [20260710_094439_1cb443b1] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-14 19:22:59,831 INFO [20260710_094439_1cb443b1] agent.conversation_compression: context compression done: session=20260710_094439_1cb443b1 messages=231->165 rough_tokens=~67,586 awaiting_real_usage=true
2026-07-14 19:22:59,883 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5070 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:23:17,815 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5070 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:23:17,816 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #236: model=default provider=custom in=66768 out=311 total=67079 latency=18.0s
2026-07-14 19:23:17,834 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=55 last_msg_role=assistant response_len=749 session=20260710_094439_1cb443b1
2026-07-14 19:23:17,864 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=113.3s api_calls=2 response=749 chars
2026-07-14 19:23:17,898 INFO gateway.platforms.base: [Telegram] Sending response (749 chars) to -1003707758328
2026-07-14 19:24:57,070 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (333 chars)
2026-07-14 19:24:57,083 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tôi vẫn hoài nghi về phương án hybrid này. Nếu sợ bị nhiều task, liệu chúng ta c' reply_to_id=12 reply_to_text=''
2026-07-14 19:24:57,221 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 19:24:57,300 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=147 msg='[NN Vo] tôi vẫn hoài nghi về phương án hybrid này. Nếu sợ bị nhiều task, liệu ch...'
2026-07-14 19:24:57,353 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5071 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:25:47,123 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5071 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:25:47,124 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #269: model=default provider=custom in=88990 out=3734 total=92724 latency=49.8s cache=20317/88990 (23%)
2026-07-14 19:25:47,219 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=52 last_msg_role=assistant response_len=4926 session=20260712_081412_654c5f58
2026-07-14 19:25:47,279 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=50.2s api_calls=1 response=4926 chars
2026-07-14 19:25:47,343 INFO gateway.platforms.base: [Telegram] Sending response (4926 chars) to -1003707758328
2026-07-14 19:30:54,524 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (55 chars)
2026-07-14 19:30:54,542 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='bạn liệt kê toàn bộ profiles và skills đang có được ko?' reply_to_id=12 reply_to_text=''
2026-07-14 19:30:54,724 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 19:30:54,798 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=149 msg='[NN Vo] bạn liệt kê toàn bộ profiles và skills đang có được ko?'
2026-07-14 19:30:54,865 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5072 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:31:19,231 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5072 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:31:19,233 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #270: model=default provider=custom in=90478 out=740 total=91218 latency=24.4s
2026-07-14 19:31:19,364 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.06s, 1835 chars)
2026-07-14 19:31:19,422 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5074 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:31:38,732 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5074 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:31:38,732 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #271: model=default provider=custom in=91241 out=10 total=91251 latency=19.3s
2026-07-14 19:31:38,819 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skills_list completed (0.06s, 19789 chars)
2026-07-14 19:31:38,881 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5075 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:31:58,984 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5075 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:31:58,985 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #272: model=default provider=custom in=96368 out=782 total=97150 latency=20.1s
2026-07-14 19:31:59,017 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=3/60 tool_turns=54 last_msg_role=assistant response_len=2513 session=20260712_081412_654c5f58
2026-07-14 19:31:59,042 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=64.5s api_calls=3 response=2513 chars
2026-07-14 19:31:59,078 INFO gateway.platforms.base: [Telegram] Sending response (2513 chars) to -1003707758328
2026-07-14 19:36:05,865 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=asyncio_0:124941068400320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:36:05,890 INFO tui_gateway.ws: ws closed peer=127.0.0.1:57212 reason=client_disconnect(code=1006,reason=) messages=1 parse_errors=0 dispatch_crashes=0 send_failures=0 reaped_sessions=1 detached_sessions=0
2026-07-14 19:36:07,396 INFO hermes_cli.web_server: pty accepted peer=127.0.0.1 mode=loopback cred=token
2026-07-14 19:38:29,584 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (152 chars)
2026-07-14 19:38:29,641 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='trước khi tạo kanban độc lập , tôi thắc mắc tại sao bạn luôn cần phải tạo 1 file' reply_to_id=12 reply_to_text=''
2026-07-14 19:38:29,902 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 19:38:29,988 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=155 msg='[NN Vo] trước khi tạo kanban độc lập , tôi thắc mắc tại sao bạn luôn cần phải tạ...'
2026-07-14 19:38:30,069 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5076 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:39:34,692 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5076 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:39:34,696 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #273: model=default provider=custom in=97085 out=787 total=97872 latency=64.7s
2026-07-14 19:39:34,725 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=54 last_msg_role=assistant response_len=2723 session=20260712_081412_654c5f58
2026-07-14 19:39:34,738 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=65.1s api_calls=1 response=2723 chars
2026-07-14 19:39:34,775 INFO gateway.platforms.base: [Telegram] Sending response (2723 chars) to -1003707758328
2026-07-14 19:41:30,748 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (14 chars)
2026-07-14 19:41:30,775 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='ok kiểm tra đi' reply_to_id=12 reply_to_text=''
2026-07-14 19:41:30,910 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 19:41:30,984 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=157 msg='[NN Vo] ok kiểm tra đi'
2026-07-14 19:41:31,047 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5077 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:41:53,969 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5077 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:41:53,970 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #274: model=default provider=custom in=97882 out=153 total=98035 latency=22.9s cache=4065/97882 (4%)
2026-07-14 19:41:57,793 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (3.80s, 477 chars)
2026-07-14 19:41:57,838 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5079 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:42:01,956 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5079 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:42:01,957 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #275: model=default provider=custom in=98430 out=555 total=98985 latency=4.1s cache=93490/98430 (95%)
2026-07-14 19:42:02,115 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.08s, 1913 chars)
2026-07-14 19:42:02,185 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5081 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:42:06,342 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5081 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:42:06,344 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #276: model=default provider=custom in=99469 out=435 total=99904 latency=4.2s cache=93488/99469 (94%)
2026-07-14 19:42:06,369 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=3/60 tool_turns=56 last_msg_role=assistant response_len=821 session=20260712_081412_654c5f58
2026-07-14 19:42:06,423 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=35.6s api_calls=3 response=821 chars
2026-07-14 19:42:06,435 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:42:06,479 INFO gateway.platforms.base: [Telegram] Sending response (821 chars) to -1003707758328
2026-07-14 19:42:06,534 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 19:42:06,555 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=163 msg='Review the conversation above and consider saving to memory if appropriate.  Foc...'
2026-07-14 19:42:06,601 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5082 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:42:09,418 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5082 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:42:09,421 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=99249 out=201 total=99450 latency=2.8s
2026-07-14 19:42:09,435 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool memory returned error (0.01s): {"success": false, "error": "After applying all 4 operations, memory would be at 2,864/2,200 chars -- over the limit. Remove or shorten more entries in the same batch (see current_entries below), then
2026-07-14 19:42:09,481 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5083 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:43:59,945 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5083 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:43:59,946 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=136116 out=370 total=136486 latency=110.5s
2026-07-14 19:43:59,985 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool memory returned error (0.00s): {"success": false, "error": "After applying all 1 operations, memory would be at 1,515/1,375 chars -- over the limit. Remove or shorten more entries in the same batch (see current_entries below), then
2026-07-14 19:44:00,025 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5084 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:44:32,539 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5084 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:44:32,541 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #3: model=default provider=custom in=137028 out=241 total=137269 latency=32.5s cache=133331/137028 (97%)
2026-07-14 19:44:32,556 INFO [20260712_081412_654c5f58] agent.tool_executor: tool memory completed (0.01s, 209 chars)
2026-07-14 19:44:32,594 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5085 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:44:35,755 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (379 chars)
2026-07-14 19:44:35,768 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tiếp theo tôi cần - kiểm tra task upgrade research pipeline này ở kanban nv-offi' reply_to_id=12 reply_to_text=''
2026-07-14 19:44:35,893 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 19:44:35,959 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=163 msg='[NN Vo] tiếp theo tôi cần - kiểm tra task upgrade research pipeline này ở kanban...'
2026-07-14 19:44:36,022 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5086 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:45:03,927 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5085 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:45:03,930 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #4: model=default provider=custom in=137346 out=436 total=137782 latency=31.4s cache=134490/137346 (98%)
2026-07-14 19:45:03,941 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool memory returned error (0.01s): {"success": false, "error": "Operation 1 (replace): no entry matched 'IT (Phong/Tiến) maintains Task Hubs (Lark Base + Hermes Kanban). Lean, logical separation.'. No operations were applied (batch is 
2026-07-14 19:45:03,998 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5087 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:45:08,057 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5086 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:45:08,065 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #277: model=default provider=custom in=135304 out=411 total=135715 latency=32.1s
2026-07-14 19:45:09,872 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (1.78s, 3163 chars)
2026-07-14 19:45:10,988 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.10s, 51529 chars)
2026-07-14 19:45:12,795 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.78s, 3482 chars)
2026-07-14 19:45:12,808 INFO [20260712_081412_654c5f58] agent.conversation_compression: context compression started: session=20260712_081412_654c5f58 messages=168 tokens=~135,304 model=default focus=None
2026-07-14 19:45:12,845 INFO [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-14 19:45:30,683 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (80 chars)
2026-07-14 19:45:30,701 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='trong các update đẻ làm template tôi ko thấy các update về social media, tại sao' reply_to_id=20 reply_to_text=''
2026-07-14 19:45:30,954 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 19:45:31,043 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=154 msg='[NN Vo] trong các update đẻ làm template tôi ko thấy các update về social media,...'
2026-07-14 19:45:31,107 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5091 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:50:12,953 INFO [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary compression: timeout on the critical path; skipping same-provider retry and falling back: Request timed out.
2026-07-14 19:50:12,955 INFO [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary compression: connection error on auto (Request timed out.), trying fallback
2026-07-14 19:50:12,966 WARNING [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary: marking openrouter unhealthy for 60s (payment / credit error). Subsequent auxiliary calls will skip it until 19:51:12.
2026-07-14 19:50:12,974 WARNING [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary Nous client unavailable: no Nous authentication found (run: hermes auth).
2026-07-14 19:50:12,974 WARNING [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary: marking nous unhealthy for 60s (payment / credit error). Subsequent auxiliary calls will skip it until 19:51:12.
2026-07-14 19:50:13,013 WARNING [20260712_081412_654c5f58] hermes_cli.copilot_auth: Token from GITHUB_TOKEN is not supported: Classic Personal Access Tokens (ghp_*) are not supported by the Copilot API. Use one of:
  → `copilot login` or `hermes model` to authenticate via OAuth
  → A fine-grained PAT (github_pat_*) with Copilot Requests permission
  → `gh auth login` with the default device code flow (produces gho_* tokens)
2026-07-14 19:50:13,634 WARNING [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary compression: connection error on auto and no fallback available (tried: openrouter, nous, local/custom, api-key)
2026-07-14 19:50:13,634 WARNING [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary compression: connection error on auto and all fallbacks exhausted (fallback_chain + main agent model). Raising original error.
2026-07-14 19:50:13,641 WARNING [20260712_081412_654c5f58] agent.context_compressor: Failed to generate context summary: Request timed out.. Further summary attempts paused for 30 seconds.
2026-07-14 19:50:13,706 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5092 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:50:28,923 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5092 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:50:28,924 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #278: model=default provider=custom in=118225 out=1406 total=119631 latency=15.2s
2026-07-14 19:50:32,193 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (3.20s, 913 chars)
2026-07-14 19:50:32,248 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5094 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:50:35,681 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5094 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:50:35,683 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #279: model=default provider=custom in=120168 out=193 total=120361 latency=3.5s
2026-07-14 19:50:36,485 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.78s, 5264 chars)
2026-07-14 19:50:36,542 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5096 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:50:38,955 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5096 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:50:38,956 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #280: model=default provider=custom in=121524 out=423 total=121947 latency=2.4s cache=113929/121524 (94%)
2026-07-14 19:50:39,573 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.59s, 444 chars)
2026-07-14 19:50:39,621 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5098 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:50:42,288 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5098 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:50:42,289 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #281: model=default provider=custom in=122080 out=373 total=122453 latency=2.7s cache=117992/122080 (97%)
2026-07-14 19:50:43,103 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.78s, 242 chars)
2026-07-14 19:50:43,154 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5100 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:50:43,464 INFO gateway.run: kanban dispatcher [nv-office]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-14 19:50:45,655 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5100 (_call):135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:50:45,656 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #282: model=default provider=custom in=122531 out=395 total=122926 latency=2.5s cache=117985/122531 (96%)
2026-07-14 19:50:45,681 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=6/60 budget=6/60 tool_turns=61 last_msg_role=assistant response_len=701 session=20260712_081412_654c5f58
2026-07-14 19:50:45,712 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=369.9s api_calls=6 response=701 chars
2026-07-14 19:50:45,760 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:50:45,768 INFO gateway.platforms.base: [Telegram] Sending response (701 chars) to -1003707758328
2026-07-14 19:50:45,844 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 19:50:45,870 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=177 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 19:50:45,922 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5101 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:50:59,814 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5101 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:50:59,816 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=124834 out=1845 total=126679 latency=13.9s
2026-07-14 19:50:59,822 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool read_file returned error (0.00s): {"error": "Background review denied non-whitelisted tool: read_file. Only memory/skill tools are allowed."}
2026-07-14 19:50:59,871 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5102 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:54:05,717 INFO agent.chat_completion_helpers: Streaming failed before delivery: Error code: 400 - {'error': {'message': '[codex/gpt-5.3-codex-xhigh] [400]: {"detail":"The \'gpt-5.3-codex\' model is not supported when using Codex with a ChatGPT account."} (reset after 24s)'}}
2026-07-14 19:54:05,719 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5087 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:54:05,724 WARNING [20260712_081412_654c5f58] agent.conversation_loop: API call failed (attempt 1/3) error_type=BadRequestError thread=bg-review:135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default summary=HTTP 400: [codex/gpt-5.3-codex-xhigh] [400]: {"detail":"The 'gpt-5.3-codex' model is not supported when using Codex with a ChatGPT account."} (reset after 24s)
2026-07-14 19:54:06,030 ERROR [20260712_081412_654c5f58] agent.conversation_loop: Non-retryable client error: Error code: 400 - {'error': {'message': '[codex/gpt-5.3-codex-xhigh] [400]: {"detail":"The \'gpt-5.3-codex\' model is not supported when using Codex with a ChatGPT account."} (reset after 24s)'}}
2026-07-14 19:54:06,034 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:54:07,441 INFO agent.chat_completion_helpers: Streaming failed before delivery: Error code: 400 - {'error': {'message': '[codex/gpt-5.3-codex-review] [400]: {"detail":"The \'gpt-5.3-codex\' model is not supported when using Codex with a ChatGPT account."} (reset after 22s)'}}
2026-07-14 19:54:07,441 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5091 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:54:07,442 WARNING [20260714_114920_9d9d2d3b] agent.conversation_loop: API call failed (attempt 1/3) error_type=BadRequestError thread=hermes-gateway_2:135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default summary=HTTP 400: [codex/gpt-5.3-codex-review] [400]: {"detail":"The 'gpt-5.3-codex' model is not supported when using Codex with a ChatGPT account."} (reset after 22s)
2026-07-14 19:54:07,659 ERROR [20260714_114920_9d9d2d3b] agent.conversation_loop: Non-retryable client error: Error code: 400 - {'error': {'message': '[codex/gpt-5.3-codex-review] [400]: {"detail":"The \'gpt-5.3-codex\' model is not supported when using Codex with a ChatGPT account."} (reset after 22s)'}}
2026-07-14 19:54:07,695 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=517.0s api_calls=1 response=160 chars
2026-07-14 19:54:07,769 INFO gateway.platforms.base: [Telegram] Sending response (120 chars) to -1003707758328
2026-07-14 19:56:04,994 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (451 chars)
2026-07-14 19:56:05,014 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='có phải kiểm tra cấu trúc folder    ngoài ra về research-domain , thông thường t' reply_to_id=12 reply_to_text=''
2026-07-14 19:56:05,224 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 19:56:05,323 WARNING [20260714_114920_9d9d2d3b] gateway.run: Persisted transcript lagged live cached history for session agent:main:telegram:group:-1003707758328:12 (disk=173, memory=177); preserving live conversation context (possible FTS write corruption)
2026-07-14 19:56:05,330 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=177 msg='[NN Vo] có phải kiểm tra cấu trúc folder    ngoài ra về research-domain , thông ...'
2026-07-14 19:56:05,399 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5103 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:56:09,572 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5103 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:56:09,573 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #283: model=default provider=custom in=121523 out=455 total=121978 latency=4.2s
2026-07-14 19:56:09,645 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.04s, 1533 chars)
2026-07-14 19:56:09,696 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5105 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:56:11,024 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5105 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:56:11,025 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #284: model=default provider=custom in=122656 out=87 total=122743 latency=1.3s cache=117988/122656 (96%)
2026-07-14 19:56:11,331 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.27s, 268 chars)
2026-07-14 19:56:11,386 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5107 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:56:14,091 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5107 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 19:56:14,093 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #285: model=default provider=custom in=123026 out=453 total=123479 latency=2.7s cache=117980/123026 (96%)
2026-07-14 19:56:14,122 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=3/60 tool_turns=63 last_msg_role=assistant response_len=1439 session=20260712_081412_654c5f58
2026-07-14 19:56:14,153 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=9.1s api_calls=3 response=1439 chars
2026-07-14 19:56:14,203 INFO gateway.platforms.base: [Telegram] Sending response (1439 chars) to -1003707758328
2026-07-14 19:59:04,261 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (123 chars)
2026-07-14 19:59:04,275 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='Các tóm tắt từ NotebookLM sẽ nằm trong domains/[domain]/sources/ ko phải là các ' reply_to_id=12 reply_to_text=''
2026-07-14 19:59:04,404 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 19:59:04,470 WARNING [20260714_114920_9d9d2d3b] gateway.run: Persisted transcript lagged live cached history for session agent:main:telegram:group:-1003707758328:12 (disk=179, memory=183); preserving live conversation context (possible FTS write corruption)
2026-07-14 19:59:04,473 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=183 msg='[NN Vo] Các tóm tắt từ NotebookLM sẽ nằm trong domains/[domain]/sources/ ko phải...'
2026-07-14 19:59:04,529 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5108 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:00:46,602 INFO agent.chat_completion_helpers: Streaming failed before delivery: Error code: 429 - {'error': {'message': '[429]: {"type":"error","error":{"type":"FreeUsageLimitError","message":"Rate limit exceeded. Please try again later."},"metadata":{}}'}}
2026-07-14 20:00:46,605 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5102 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:00:46,607 WARNING [20260712_081412_654c5f58] agent.conversation_loop: API call failed (attempt 1/3) error_type=RateLimitError thread=bg-review:135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default summary=HTTP 429: [429]: {"type":"error","error":{"type":"FreeUsageLimitError","message":"Rate limit exceeded. Please try again later."},"metadata":{}}
2026-07-14 20:00:46,609 WARNING [20260712_081412_654c5f58] agent.conversation_loop: Retrying API call in 2.3422729382744665s (attempt 1/3) thread=bg-review:135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default policy=default error=Error code: 429 - {'error': {'message': '[429]: {"type":"error","error":{"type":"FreeUsageLimitError","message":"Rate limit exceeded. Please try again later."},"metadata":{}}'}}
2026-07-14 20:00:49,036 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5109 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:01:30,843 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (99 chars)
2026-07-14 20:01:30,856 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='trong các sources fetch được để làm report vừa rồi tôi ko thấy các sources về so' reply_to_id=20 reply_to_text=''
2026-07-14 20:01:31,009 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 20:01:31,111 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=155 msg='[NN Vo] trong các sources fetch được để làm report vừa rồi tôi ko thấy các sourc...'
2026-07-14 20:01:31,139 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260714_114920_9d9d2d3b)
2026-07-14 20:01:31,196 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5110 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:07:26,713 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5109 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:07:26,714 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=123416 out=917 total=124333 latency=986.9s
2026-07-14 20:07:26,767 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5110 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:07:26,767 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #255: model=default provider=custom in=71592 out=342 total=71934 latency=355.6s
2026-07-14 20:07:26,826 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.06s): {"success": false, "error": "Refusing background curator patch for skill 'research-pipeline': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, 
2026-07-14 20:07:26,893 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5114 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:07:27,231 INFO agent.tool_executor: tool search_files completed (0.43s, 14179 chars)
2026-07-14 20:07:27,320 INFO agent.tool_executor: tool search_files completed (0.52s, 4318 chars)
2026-07-14 20:07:27,362 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5108 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:07:27,363 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #286: model=default provider=custom in=123297 out=737 total=124034 latency=502.9s
2026-07-14 20:07:27,389 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5116 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:07:27,563 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.18s, 13150 chars)
2026-07-14 20:07:27,641 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5121 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:08:28,926 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5121 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:08:28,926 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #287: model=default provider=custom in=126741 out=61 total=126802 latency=61.3s cache=117998/126741 (93%)
2026-07-14 20:08:28,979 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.02s, 1657 chars)
2026-07-14 20:08:29,029 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5123 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:08:31,653 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5123 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:08:31,653 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #288: model=default provider=custom in=127429 out=717 total=128146 latency=2.6s cache=122066/127429 (96%)
2026-07-14 20:08:31,673 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=3/60 tool_turns=65 last_msg_role=assistant response_len=2408 session=20260712_081412_654c5f58
2026-07-14 20:08:31,686 INFO gateway.run: Queued follow-up for session agent:main:telegram:group:-1003707758328:12: final stream delivery not confirmed; sending first response before continuing.
2026-07-14 20:08:32,540 WARNING [20260712_081412_654c5f58] gateway.run: Persisted transcript lagged live cached history for session agent:main:telegram:group:-1003707758328:12 (disk=185, memory=189); preserving live conversation context (possible FTS write corruption)
2026-07-14 20:08:32,542 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=189 msg='[NN Vo] ok v phân ra 2 nhánh folder  /research/domains /research/projects  hãy u...'
2026-07-14 20:08:32,615 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5124 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:08:43,743 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5116 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:08:43,747 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #256: model=default provider=custom in=76333 out=16 total=76349 latency=76.4s cache=69000/76333 (90%)
2026-07-14 20:08:44,225 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool search_files completed (0.45s, 8500 chars)
2026-07-14 20:08:44,268 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5127 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:08:44,725 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5114 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:08:44,726 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #3: model=default provider=custom in=124431 out=18 total=124449 latency=77.9s cache=117997/124431 (95%)
2026-07-14 20:08:44,793 WARNING [20260712_081412_654c5f58] tools.skills_tool: Skill name collision for 'research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-14 20:08:44,796 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.07s): {"success": false, "error": "Ambiguous skill name 'research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.",
2026-07-14 20:08:44,846 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5128 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:08:54,508 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5128 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:08:54,510 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #4: model=default provider=custom in=125011 out=209 total=125220 latency=9.7s cache=4068/125011 (3%)
2026-07-14 20:08:54,573 WARNING [20260712_081412_654c5f58] tools.skills_tool: Skill name collision for 'research/research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-14 20:08:54,574 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.06s): {"success": false, "error": "Ambiguous skill name 'research/research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorize
2026-07-14 20:08:54,620 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5129 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:08:56,015 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5127 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:08:56,017 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #257: model=default provider=custom in=79718 out=887 total=80605 latency=11.8s cache=4059/79718 (5%)
2026-07-14 20:08:56,040 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=3/60 tool_turns=69 last_msg_role=assistant response_len=1936 session=20260714_114920_9d9d2d3b
2026-07-14 20:08:56,066 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=445.2s api_calls=3 response=1936 chars
2026-07-14 20:08:56,104 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:08:56,108 INFO gateway.platforms.base: [Telegram] Sending response (1936 chars) to -1003707758328
2026-07-14 20:08:56,227 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 20:08:56,248 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=161 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 20:08:56,290 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5130 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:08:56,613 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5129 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:08:56,614 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #5: model=default provider=custom in=125366 out=38 total=125404 latency=2.0s cache=117978/125366 (94%)
2026-07-14 20:08:56,616 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.00s): {"success": false, "error": "Skill name must be a relative path within the skills directory.", "hint": "Use a skill name or relative path within the skills directory."}

[Tool loop warning: same_tool_
2026-07-14 20:08:56,678 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5131 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:09:00,832 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5131 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:09:00,833 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #6: model=default provider=custom in=124962 out=10 total=124972 latency=4.2s cache=117983/124962 (94%)
2026-07-14 20:09:00,908 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skills_list completed (0.07s, 19789 chars)
2026-07-14 20:09:00,968 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5132 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:09:01,190 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5130 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:09:01,191 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #1: model=default provider=custom in=81054 out=196 total=81250 latency=4.9s cache=20301/81054 (25%)
2026-07-14 20:09:01,347 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool skill_view completed (0.15s, 7520 chars)
2026-07-14 20:09:01,392 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5133 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:09:09,900 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5124 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:09:09,901 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #289: model=default provider=custom in=130404 out=1841 total=132245 latency=37.3s
2026-07-14 20:09:10,004 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_0:135524911138496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:09:10,099 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 20:09:10,139 INFO [20260712_081412_654c5f58] tools.async_delegation: Dispatched async delegation batch deleg_7a5ebdaf (1 task(s), session_key=agent:main:telegram:group:-1003707758328:12)
2026-07-14 20:09:10,140 INFO [20260712_081412_654c5f58] agent.tool_executor: tool delegate_task completed (0.21s, 469 chars)
2026-07-14 20:09:10,150 INFO [20260714_200910_aa001b] agent.turn_context: conversation turn: session=20260714_200910_aa001b model=default provider=custom platform=subagent history=0 msg='Update skill file: /opt/ai-os/products/ceo/skills/research/research-pipeline/SKI...'
2026-07-14 20:09:10,234 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5135 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:09:11,198 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_0:135524911138496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:09:11,279 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 20:09:11,320 INFO [20260712_081412_654c5f58] tools.async_delegation: Dispatched async delegation batch deleg_d00f627d (1 task(s), session_key=agent:main:telegram:group:-1003707758328:12)
2026-07-14 20:09:11,320 INFO [20260712_081412_654c5f58] agent.tool_executor: tool delegate_task completed (0.17s, 475 chars)
2026-07-14 20:09:11,326 INFO [20260714_200911_850dbc] agent.turn_context: conversation turn: session=20260714_200911_850dbc model=default provider=custom platform=subagent history=0 msg='Update skill file: /opt/ai-os/products/ceo/skills/research/research-and-innovati...'
2026-07-14 20:09:11,335 INFO [20260712_081412_654c5f58] agent.conversation_compression: context compression started: session=20260712_081412_654c5f58 messages=193 tokens=~130,404 model=default focus=None
2026-07-14 20:09:11,434 INFO [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary auto-detect: using main provider custom (default)
2026-07-14 20:09:11,438 INFO [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-14 20:09:11,466 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5137 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:11:40,193 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (126 chars)
2026-07-14 20:11:40,211 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='Social Scraping cho Facebook, thread và tiktok là 3 nền tảng tôi quan tâm, theo ' reply_to_id=20 reply_to_text=''
2026-07-14 20:11:40,337 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 20:11:40,441 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=162 msg='[NN Vo] Social Scraping cho Facebook, thread và tiktok là 3 nền tảng tôi quan tâ...'
2026-07-14 20:11:40,485 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260714_114920_9d9d2d3b)
2026-07-14 20:11:40,564 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5138 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:14:11,529 INFO [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary compression: timeout on the critical path; skipping same-provider retry and falling back: Request timed out.
2026-07-14 20:14:11,530 INFO [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary compression: connection error on auto (Request timed out.), trying fallback
2026-07-14 20:14:11,538 WARNING [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary: marking openrouter unhealthy for 60s (payment / credit error). Subsequent auxiliary calls will skip it until 20:15:11.
2026-07-14 20:14:11,546 WARNING [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary Nous client unavailable: no Nous authentication found (run: hermes auth).
2026-07-14 20:14:11,547 WARNING [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary: marking nous unhealthy for 60s (payment / credit error). Subsequent auxiliary calls will skip it until 20:15:11.
2026-07-14 20:14:11,574 WARNING [20260712_081412_654c5f58] hermes_cli.copilot_auth: Token from GITHUB_TOKEN is not supported: Classic Personal Access Tokens (ghp_*) are not supported by the Copilot API. Use one of:
  → `copilot login` or `hermes model` to authenticate via OAuth
  → A fine-grained PAT (github_pat_*) with Copilot Requests permission
  → `gh auth login` with the default device code flow (produces gho_* tokens)
2026-07-14 20:14:11,809 WARNING [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary compression: connection error on auto and no fallback available (tried: openrouter, nous, local/custom, api-key)
2026-07-14 20:14:11,809 WARNING [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary compression: connection error on auto and all fallbacks exhausted (fallback_chain + main agent model). Raising original error.
2026-07-14 20:14:11,815 WARNING [20260712_081412_654c5f58] agent.context_compressor: Failed to generate context summary: Request timed out.. Further summary attempts paused for 30 seconds.
2026-07-14 20:14:11,870 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5139 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:14:17,749 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5139 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:14:17,751 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #290: model=default provider=custom in=130054 out=319 total=130373 latency=5.9s
2026-07-14 20:14:17,806 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=66 last_msg_role=assistant response_len=1161 session=20260712_081412_654c5f58
2026-07-14 20:14:17,849 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=913.6s api_calls=2 response=1161 chars
2026-07-14 20:14:17,886 INFO gateway.platforms.base: [Telegram] Sending response (1161 chars) to -1003707758328
2026-07-14 20:15:27,605 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (66 chars)
2026-07-14 20:15:27,623 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='làm luôn nếu nó ko ảnh hưởng tiến trình ngầm, đợi nếu có ảnh hưởng' reply_to_id=12 reply_to_text=''
2026-07-14 20:15:27,750 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 20:15:27,832 WARNING [20260714_114920_9d9d2d3b] gateway.run: Persisted transcript lagged live cached history for session agent:main:telegram:group:-1003707758328:12 (disk=190, memory=194); preserving live conversation context (possible FTS write corruption)
2026-07-14 20:15:27,833 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=194 msg='[NN Vo] làm luôn nếu nó ko ảnh hưởng tiến trình ngầm, đợi nếu có ảnh hưởng'
2026-07-14 20:15:27,905 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5140 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:15:31,264 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5140 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:15:31,265 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #291: model=default provider=custom in=130019 out=575 total=130594 latency=3.4s cache=122054/130019 (94%)
2026-07-14 20:15:31,377 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.07s, 1704 chars)
2026-07-14 20:15:31,392 INFO [20260712_081412_654c5f58] agent.conversation_compression: context compression started: session=20260712_081412_654c5f58 messages=197 tokens=~130,019 model=default focus=None
2026-07-14 20:15:31,457 INFO [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary auto-detect: using main provider custom (default)
2026-07-14 20:15:31,460 INFO [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-14 20:15:36,923 INFO [20260712_081412_654c5f58] agent.conversation_compression: context compression done: session=20260712_081412_654c5f58 messages=197->86 rough_tokens=~65,651 awaiting_real_usage=true
2026-07-14 20:15:36,961 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5142 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:15:38,166 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5142 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:15:38,167 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #292: model=default provider=custom in=67037 out=55 total=67092 latency=1.2s cache=12200/67037 (18%)
2026-07-14 20:15:38,187 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=30 last_msg_role=assistant response_len=216 session=20260712_081412_654c5f58
2026-07-14 20:15:38,219 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=10.6s api_calls=2 response=216 chars
2026-07-14 20:15:38,263 INFO gateway.platforms.base: [Telegram] Sending response (216 chars) to -1003707758328
2026-07-14 20:15:50,518 INFO agent.chat_completion_helpers: Streaming failed before delivery: Error code: 400 - {'error': {'message': '[codex/gpt-5.3-codex-review] [400]: {"detail":"The \'gpt-5.3-codex\' model is not supported when using Codex with a ChatGPT account."} (reset after 24s)'}}
2026-07-14 20:15:50,520 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5132 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:15:50,523 WARNING [20260712_081412_654c5f58] agent.conversation_loop: API call failed (attempt 1/3) error_type=BadRequestError thread=bg-review:135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default summary=HTTP 400: [codex/gpt-5.3-codex-review] [400]: {"detail":"The 'gpt-5.3-codex' model is not supported when using Codex with a ChatGPT account."} (reset after 24s)
2026-07-14 20:15:50,911 ERROR [20260712_081412_654c5f58] agent.conversation_loop: Non-retryable client error: Error code: 400 - {'error': {'message': '[codex/gpt-5.3-codex-review] [400]: {"detail":"The \'gpt-5.3-codex\' model is not supported when using Codex with a ChatGPT account."} (reset after 24s)'}}
2026-07-14 20:15:50,913 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:15:51,049 INFO agent.chat_completion_helpers: Streaming failed before delivery: Error code: 400 - {'error': {'message': '[codex/gpt-5.3-codex-spark] [400]: {"detail":"The \'gpt-5.3-codex-spark\' model is not supported when using Codex with a ChatGPT account."} (reset after 24s)'}}
2026-07-14 20:15:51,049 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5133 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:15:51,051 WARNING [20260714_114920_9d9d2d3b] agent.conversation_loop: API call failed (attempt 1/3) error_type=BadRequestError thread=bg-review:135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default summary=HTTP 400: [codex/gpt-5.3-codex-spark] [400]: {"detail":"The 'gpt-5.3-codex-spark' model is not supported when using Codex with a ChatGPT account."} (reset after 24s)
2026-07-14 20:15:51,334 ERROR [20260714_114920_9d9d2d3b] agent.conversation_loop: Non-retryable client error: Error code: 400 - {'error': {'message': '[codex/gpt-5.3-codex-spark] [400]: {"detail":"The \'gpt-5.3-codex-spark\' model is not supported when using Codex with a ChatGPT account."} (reset after 24s)'}}
2026-07-14 20:15:51,337 INFO [20260714_114920_9d9d2d3b] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:15:51,858 INFO agent.chat_completion_helpers: Streaming failed before delivery: Error code: 400 - {'error': {'message': '[codex/gpt-5.3-codex-spark-review] [400]: {"detail":"The \'gpt-5.3-codex-spark\' model is not supported when using Codex with a ChatGPT account."} (reset after 23s)'}}
2026-07-14 20:15:51,859 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5135 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:15:51,860 WARNING [20260714_200910_aa001b] agent.conversation_loop: API call failed (attempt 1/3) error_type=BadRequestError thread=ThreadPoolExecutor-208_0:135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default summary=HTTP 400: [codex/gpt-5.3-codex-spark-review] [400]: {"detail":"The 'gpt-5.3-codex-spark' model is not supported when using Codex with a ChatGPT account."} (reset after 23s)
2026-07-14 20:15:51,951 ERROR [20260714_200910_aa001b] agent.conversation_loop: [subagent-0] Non-retryable client error: Error code: 400 - {'error': {'message': '[codex/gpt-5.3-codex-spark-review] [400]: {"detail":"The \'gpt-5.3-codex-spark\' model is not supported when using Codex with a ChatGPT account."} (reset after 23s)'}}
2026-07-14 20:15:51,962 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=async-delegate_1:135523356092096 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:15:52,534 INFO gateway.run: Watch pattern notification — injecting for telegram chat=-1003707758328 thread=12
2026-07-14 20:15:52,549 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='[ASYNC DELEGATION BATCH COMPLETE — deleg_7a5ebdaf] A background fan-out of 1 sub' reply_to_id=None reply_to_text=''
2026-07-14 20:15:52,745 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 20:15:52,838 WARNING [20260712_081412_654c5f58] gateway.run: Persisted transcript lagged live cached history for session agent:main:telegram:group:-1003707758328:12 (disk=83, memory=87); preserving live conversation context (possible FTS write corruption)
2026-07-14 20:15:52,844 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=87 msg='[NN Vo] [ASYNC DELEGATION BATCH COMPLETE — deleg_7a5ebdaf] A background fan-out ...'
2026-07-14 20:15:52,913 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5143 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:15:54,371 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5143 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:15:54,372 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #293: model=default provider=custom in=67595 out=127 total=67722 latency=1.5s cache=61004/67595 (90%)
2026-07-14 20:15:54,459 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.06s, 59 chars)
2026-07-14 20:15:54,501 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5145 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:15:55,819 INFO agent.chat_completion_helpers: Streaming failed before delivery: Error code: 400 - {'error': {'message': '[codex/gpt-5.4-mini] [429]: The usage limit has been reached (reset after 19s)'}}
2026-07-14 20:15:55,820 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5137 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:15:55,822 WARNING [20260714_200911_850dbc] agent.conversation_loop: API call failed (attempt 1/3) error_type=BadRequestError thread=ThreadPoolExecutor-209_0:135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default summary=HTTP 400: [codex/gpt-5.4-mini] [429]: The usage limit has been reached (reset after 19s)
2026-07-14 20:15:55,884 ERROR [20260714_200911_850dbc] agent.conversation_loop: [subagent-0] Non-retryable client error: Error code: 400 - {'error': {'message': '[codex/gpt-5.4-mini] [429]: The usage limit has been reached (reset after 19s)'}}
2026-07-14 20:15:55,887 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=async-delegate_0:135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:15:56,312 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5145 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:15:56,314 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #294: model=default provider=custom in=67938 out=301 total=68239 latency=1.8s cache=60997/67938 (90%)
2026-07-14 20:15:56,385 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool terminal returned error (0.05s): {"output": "", "exit_code": 1, "error": null, "exit_code_meaning": "No matches found (not an error)"}
2026-07-14 20:15:56,432 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5147 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:15:56,547 INFO gateway.run: Watch pattern notification — injecting for telegram chat=-1003707758328 thread=12
2026-07-14 20:16:00,916 INFO agent.chat_completion_helpers: Streaming failed before delivery: Error code: 400 - {'error': {'message': '[codex/gpt-5.5] [429]: The usage limit has been reached (reset after 14s)'}}
2026-07-14 20:16:00,917 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5138 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:16:00,919 WARNING [20260714_114920_9d9d2d3b] agent.conversation_loop: API call failed (attempt 1/3) error_type=BadRequestError thread=hermes-gateway_2:135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default summary=HTTP 400: [codex/gpt-5.5] [429]: The usage limit has been reached (reset after 14s)
2026-07-14 20:16:01,195 ERROR [20260714_114920_9d9d2d3b] agent.conversation_loop: Non-retryable client error: Error code: 400 - {'error': {'message': '[codex/gpt-5.5] [429]: The usage limit has been reached (reset after 14s)'}}
2026-07-14 20:16:01,230 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=261.0s api_calls=1 response=83 chars
2026-07-14 20:16:01,280 INFO gateway.platforms.base: [Telegram] Sending response (84 chars) to -1003707758328
2026-07-14 20:16:46,573 INFO gateway.run: kanban dispatcher [nv-office]: spawned=1 reclaimed=0 crashed=1 timed_out=0 promoted=0 auto_blocked=0
2026-07-14 20:24:28,513 INFO tui_gateway.ws: ws closed peer=127.0.0.1:39034 reason=client_disconnect(code=1005,reason=) messages=55355 parse_errors=0 dispatch_crashes=0 send_failures=0 reaped_sessions=0 detached_sessions=1
2026-07-14 20:24:48,554 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=Thread-25:124939834214080 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:25:56,277 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5147 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:25:56,279 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #295: model=default provider=custom in=68317 out=150 total=68467 latency=599.9s cache=4066/68317 (6%)
2026-07-14 20:25:56,553 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.13s, 4186 chars)
2026-07-14 20:25:56,602 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5152 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:36:03,059 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5152 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:36:03,063 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #296: model=default provider=custom in=69976 out=1775 total=71751 latency=606.5s cache=4066/69976 (6%)
2026-07-14 20:36:03,411 INFO [20260712_081412_654c5f58] agent.tool_executor: tool write_file completed (0.21s, 291 chars)
2026-07-14 20:36:03,459 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5159 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:44:47,313 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5159 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:44:47,316 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #297: model=default provider=custom in=67559 out=54 total=67613 latency=523.9s
2026-07-14 20:44:47,538 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.13s, 9485 chars)
2026-07-14 20:44:47,669 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5164 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:51:53,783 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5164 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:51:53,786 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #298: model=default provider=custom in=70710 out=2525 total=73235 latency=426.1s
2026-07-14 20:51:54,097 INFO [20260712_081412_654c5f58] agent.tool_executor: tool write_file completed (0.17s, 303 chars)
2026-07-14 20:51:54,147 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5171 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:53:46,622 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5171 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:53:46,624 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #299: model=default provider=custom in=73422 out=591 total=74013 latency=112.5s
2026-07-14 20:53:46,651 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=7/60 budget=7/60 tool_turns=36 last_msg_role=assistant response_len=749 session=20260712_081412_654c5f58
2026-07-14 20:53:46,673 INFO gateway.run: Queued follow-up for session agent:main:telegram:group:-1003707758328:12: final stream delivery not confirmed; sending first response before continuing.
2026-07-14 20:53:46,729 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:53:46,825 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-14 20:53:46,850 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=101 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-14 20:53:46,884 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5172 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:53:47,744 WARNING [20260712_081412_654c5f58] gateway.run: Persisted transcript lagged live cached history for session agent:main:telegram:group:-1003707758328:12 (disk=97, memory=101); preserving live conversation context (possible FTS write corruption)
2026-07-14 20:53:47,747 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=101 msg='[NN Vo] [ASYNC DELEGATION BATCH COMPLETE — deleg_d00f627d] A background fan-out ...'
2026-07-14 20:53:47,798 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5173 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:53:59,731 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5172 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:53:59,733 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=77983 out=265 total=78248 latency=12.9s
2026-07-14 20:53:59,878 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.14s): {"success": false, "error": "Refusing background curator patch for skill 'research-pipeline': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, 
2026-07-14 20:53:59,914 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5174 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:54:02,468 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5173 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:54:02,474 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #300: model=default provider=custom in=77292 out=258 total=77550 latency=14.7s
2026-07-14 20:54:02,547 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=36 last_msg_role=assistant response_len=864 session=20260712_081412_654c5f58
2026-07-14 20:54:02,677 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=2290.1s api_calls=1 response=864 chars
2026-07-14 20:54:02,810 INFO gateway.platforms.base: [Telegram] Sending response (864 chars) to -1003707758328
2026-07-14 20:54:16,802 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5174 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:54:16,804 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=78535 out=18 total=78553 latency=16.9s cache=73230/78535 (93%)
2026-07-14 20:54:17,066 WARNING [20260712_081412_654c5f58] tools.skills_tool: Skill name collision for 'research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-14 20:54:17,067 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.26s): {"success": false, "error": "Ambiguous skill name 'research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.",
2026-07-14 20:54:17,106 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5175 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:54:19,321 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5175 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:54:19,321 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #3: model=default provider=custom in=78886 out=20 total=78906 latency=2.2s cache=73223/78886 (93%)
2026-07-14 20:54:19,372 WARNING [20260712_081412_654c5f58] tools.skills_tool: Skill name collision for 'research/research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-14 20:54:19,373 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.05s): {"success": false, "error": "Ambiguous skill name 'research/research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorize
2026-07-14 20:54:19,403 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5176 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:54:21,209 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5176 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:54:21,210 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #4: model=default provider=custom in=79241 out=267 total=79508 latency=1.8s cache=73216/79241 (92%)
2026-07-14 20:54:21,301 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.09s): {"success": false, "error": "Skill 'research/research-pipeline' not found in active profile 'default'. Use skills_list() to see available skills."}
2026-07-14 20:54:21,333 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5177 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:54:23,370 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5177 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 20:54:23,370 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #5: model=default provider=custom in=79742 out=265 total=80007 latency=2.1s cache=73210/79742 (92%)
2026-07-14 20:54:23,396 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.02s): {"success": false, "error": "Refusing background curator patch for skill 'research-pipeline': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, 
2026-07-14 20:54:23,429 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5178 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 21:01:52,393 INFO gateway.run: kanban dispatcher [nv-office]: spawned=3 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-14 21:02:52,491 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[599500]
2026-07-14 21:04:18,737 INFO agent.chat_completion_helpers: Streaming failed before delivery: Error code: 400 - {'error': {'message': '[codex/gpt-5.3-codex-low] [400]: {"detail":"The \'gpt-5.3-codex\' model is not supported when using Codex with a ChatGPT account."} (reset after 25s)'}}
2026-07-14 21:04:18,738 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5178 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 21:04:18,741 WARNING [20260712_081412_654c5f58] agent.conversation_loop: API call failed (attempt 1/3) error_type=BadRequestError thread=bg-review:135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default summary=HTTP 400: [codex/gpt-5.3-codex-low] [400]: {"detail":"The 'gpt-5.3-codex' model is not supported when using Codex with a ChatGPT account."} (reset after 25s)
2026-07-14 21:04:19,009 ERROR [20260712_081412_654c5f58] agent.conversation_loop: Non-retryable client error: Error code: 400 - {'error': {'message': '[codex/gpt-5.3-codex-low] [400]: {"detail":"The \'gpt-5.3-codex\' model is not supported when using Codex with a ChatGPT account."} (reset after 25s)'}}
2026-07-14 21:04:19,012 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-14 21:20:54,727 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[600244]
2026-07-14 21:26:55,452 INFO gateway.run: kanban dispatcher: reaped 2 zombie worker(s), pids=[600243, 600245]
2026-07-15 00:00:18,903 INFO cron.scheduler: Job 'cf6e57640673': delivered to telegram:-1003707758328 via live adapter
2026-07-15 02:24:03,736 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (1297 chars)
2026-07-15 02:24:03,797 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='check lỗi  Cronjob Response: git-auto-sync (job_id: cf6e57640673) ------------- ' reply_to_id=18 reply_to_text=''
2026-07-15 02:24:04,171 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 02:24:04,306 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=166 msg='[NN Vo] check lỗi  Cronjob Response: git-auto-sync (job_id: cf6e57640673) ------...'
2026-07-15 02:24:04,445 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5179 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:24:29,639 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5179 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:24:29,642 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #237: model=default provider=custom in=74364 out=329 total=74693 latency=25.2s cache=3456/74364 (5%)
2026-07-15 02:24:30,903 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (1.20s, 45 chars)
2026-07-15 02:24:30,961 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5181 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:24:34,613 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5181 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:24:34,614 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #238: model=default provider=custom in=74720 out=237 total=74957 latency=3.7s cache=72576/74720 (97%)
2026-07-15 02:24:34,671 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.04s, 1085 chars)
2026-07-15 02:24:34,714 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5183 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:24:40,908 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5183 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:24:40,910 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #239: model=default provider=custom in=75352 out=629 total=75981 latency=6.2s cache=72832/75352 (97%)
2026-07-15 02:24:41,110 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool write_file completed (0.17s, 235 chars)
2026-07-15 02:24:41,162 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5189 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:24:50,092 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5189 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:24:50,094 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #240: model=default provider=custom in=76071 out=231 total=76302 latency=9.0s cache=73856/76071 (97%)
2026-07-15 02:24:50,133 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool cronjob returned error (0.00s): {"error": "Script path must be relative to ~/.hermes/scripts/. Got absolute or home-relative path: '/root/.hermes/scripts/git-auto-sync.sh'. Place scripts in ~/.hermes/scripts/ and use just the filena
2026-07-15 02:24:50,178 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5190 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:24:52,817 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5190 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:24:52,817 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #241: model=default provider=custom in=76295 out=145 total=76440 latency=2.7s cache=73984/76295 (97%)
2026-07-15 02:24:52,862 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool cronjob completed (0.02s, 664 chars)
2026-07-15 02:24:52,911 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5191 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:24:57,486 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5191 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:24:57,486 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #242: model=default provider=custom in=76692 out=269 total=76961 latency=4.6s cache=74240/76692 (97%)
2026-07-15 02:24:57,548 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=6/60 budget=6/60 tool_turns=60 last_msg_role=assistant response_len=644 session=20260710_094439_1cb443b1
2026-07-15 02:24:57,621 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=53.8s api_calls=6 response=644 chars
2026-07-15 02:24:57,626 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:24:57,677 INFO gateway.platforms.base: [Telegram] Sending response (644 chars) to -1003707758328
2026-07-15 02:24:57,734 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 02:24:57,771 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=178 msg='Review the conversation above and consider saving to memory if appropriate.  Foc...'
2026-07-15 02:24:57,821 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5192 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:25:04,315 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5192 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:25:04,317 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1: model=default provider=custom in=76880 out=445 total=77325 latency=6.5s cache=5504/76880 (7%)
2026-07-15 02:25:04,322 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool memory returned error (0.00s): {"error": "Unknown action ''. Use: add, replace, remove", "success": false}
2026-07-15 02:25:04,365 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5193 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:25:12,835 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5193 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:25:12,836 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #2: model=default provider=custom in=76987 out=586 total=77573 latency=8.5s cache=74752/76987 (97%)
2026-07-15 02:25:12,842 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool memory returned error (0.00s): {"error": "Unknown action 'list'. Use: add, replace, remove", "success": false}
2026-07-15 02:25:12,873 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5194 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:25:21,553 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5194 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:25:21,555 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #3: model=default provider=custom in=77080 out=702 total=77782 latency=8.7s cache=74880/77080 (97%)
2026-07-15 02:25:21,576 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool memory returned error (0.02s): {"success": false, "error": "No entry matched 'Nhi prefers recurring workflows to be captured as reusable skills and tracked on Kanban so work does not get lost.'. Check current_entries below and retr
2026-07-15 02:25:21,623 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5195 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:25:31,185 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5195 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:25:31,185 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #4: model=default provider=custom in=77835 out=689 total=78524 latency=9.6s cache=75008/77835 (96%)
2026-07-15 02:25:31,193 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool memory returned error (0.01s): {"success": false, "error": "After applying all 3 operations, memory would be at 1,748/1,375 chars -- over the limit. Remove or shorten more entries in the same batch (see current_entries below), then
2026-07-15 02:25:31,233 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5196 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:25:44,272 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5196 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:25:44,274 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #5: model=default provider=custom in=78660 out=1415 total=80075 latency=13.1s cache=75776/78660 (96%)
2026-07-15 02:25:44,285 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool memory completed (0.01s, 209 chars)
2026-07-15 02:25:44,324 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5197 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:25:48,981 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5197 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:25:48,981 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #6: model=default provider=custom in=79191 out=228 total=79419 latency=4.7s cache=76544/79191 (97%)
2026-07-15 02:25:48,988 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=6/16 budget=6/16 tool_turns=65 last_msg_role=assistant response_len=70 session=20260710_094439_1cb443b1
2026-07-15 02:25:48,994 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:37:17,378 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (17 chars)
2026-07-15 02:37:17,404 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='chạy lại cron thử' reply_to_id=18 reply_to_text=''
2026-07-15 02:37:17,659 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 02:37:17,770 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=178 msg='[NN Vo] chạy lại cron thử'
2026-07-15 02:37:17,849 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5198 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:37:21,589 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5198 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:37:21,590 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #243: model=default provider=custom in=76976 out=85 total=77061 latency=3.8s cache=74880/76976 (97%)
2026-07-15 02:37:24,284 INFO [20260710_094439_1cb443b1] cron.scheduler: Job 'cf6e57640673': delivered to telegram:-1003707758328
2026-07-15 02:37:24,298 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool cronjob completed (2.68s, 717 chars)
2026-07-15 02:37:24,342 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5200 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:37:26,888 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5200 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:37:26,890 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #244: model=default provider=custom in=77312 out=144 total=77456 latency=2.6s cache=74880/77312 (97%)
2026-07-15 02:37:26,992 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.06s, 206 chars)
2026-07-15 02:37:27,062 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5202 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:37:31,055 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5202 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:37:31,057 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #245: model=default provider=custom in=77548 out=228 total=77776 latency=4.0s cache=75392/77548 (97%)
2026-07-15 02:37:31,076 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=3/60 tool_turns=62 last_msg_role=assistant response_len=454 session=20260710_094439_1cb443b1
2026-07-15 02:37:31,105 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=13.7s api_calls=3 response=454 chars
2026-07-15 02:37:31,144 INFO gateway.platforms.base: [Telegram] Sending response (454 chars) to -1003707758328
2026-07-15 02:40:03,881 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (95 chars)
2026-07-15 02:40:03,958 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tôi tháy git repo còn thiếu rất nhiều ví dụ /opt/ai-os/products/ceo/skills/resea' reply_to_id=18 reply_to_text=''
2026-07-15 02:40:04,180 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 02:40:04,276 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=184 msg='[NN Vo] tôi tháy git repo còn thiếu rất nhiều ví dụ /opt/ai-os/products/ceo/skil...'
2026-07-15 02:40:04,346 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5203 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:40:08,269 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5203 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:40:08,272 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #246: model=default provider=custom in=77775 out=164 total=77939 latency=4.0s cache=75520/77775 (97%)
2026-07-15 02:40:08,340 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.04s, 384 chars)
2026-07-15 02:40:08,379 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5205 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:40:12,655 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5205 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:40:12,656 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #247: model=default provider=custom in=78075 out=300 total=78375 latency=4.3s cache=75648/78075 (97%)
2026-07-15 02:40:12,731 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.05s, 1607 chars)
2026-07-15 02:40:12,770 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5207 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:40:18,631 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5207 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:40:18,632 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #248: model=default provider=custom in=78847 out=600 total=79447 latency=5.9s cache=76032/78847 (96%)
2026-07-15 02:40:18,913 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.26s, 7925 chars)
2026-07-15 02:40:18,961 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5209 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:40:21,206 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5209 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:40:21,208 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #249: model=default provider=custom in=75128 out=440 total=75568 latency=2.3s
2026-07-15 02:40:21,371 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.04s, 45 chars)
2026-07-15 02:40:21,419 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5211 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:40:22,079 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (38 chars)
2026-07-15 02:40:22,092 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='chưa thấy gửi link tôi có thể xem được' reply_to_id=12 reply_to_text=''
2026-07-15 02:40:22,287 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 02:40:22,355 WARNING [20260710_094439_1cb443b1] gateway.run: Persisted transcript lagged live cached history for session agent:main:telegram:group:-1003707758328:12 (disk=99, memory=103); preserving live conversation context (possible FTS write corruption)
2026-07-15 02:40:22,358 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=103 msg='[NN Vo] chưa thấy gửi link tôi có thể xem được'
2026-07-15 02:40:22,409 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5212 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:40:25,380 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5211 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:40:25,381 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #250: model=default provider=custom in=75260 out=267 total=75527 latency=4.0s
2026-07-15 02:40:25,574 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool terminal returned error (0.18s): {"output": "On branch main\nYour branch is up to date with 'origin/main'.\n\nnothing to commit, working tree clean", "exit_code": 1, "error": null, "exit_code_meaning": "Non-zero exit (often normal — 
2026-07-15 02:40:25,617 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5214 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:40:27,108 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5212 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:40:27,109 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #301: model=default provider=custom in=77565 out=672 total=78237 latency=4.7s
2026-07-15 02:40:27,130 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=36 last_msg_role=assistant response_len=1954 session=20260712_081412_654c5f58
2026-07-15 02:40:27,175 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=5.1s api_calls=1 response=1954 chars
2026-07-15 02:40:27,217 INFO gateway.platforms.base: [Telegram] Sending response (1954 chars) to -1003707758328
2026-07-15 02:40:28,036 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5214 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:40:28,037 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #251: model=default provider=custom in=75602 out=341 total=75943 latency=2.4s
2026-07-15 02:40:28,069 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=6/60 budget=6/60 tool_turns=67 last_msg_role=assistant response_len=557 session=20260710_094439_1cb443b1
2026-07-15 02:40:28,101 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=24.1s api_calls=6 response=557 chars
2026-07-15 02:40:28,144 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:40:28,147 INFO gateway.platforms.base: [Telegram] Sending response (557 chars) to -1003707758328
2026-07-15 02:40:28,237 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 02:40:28,275 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=196 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-15 02:40:28,320 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5215 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:40:39,747 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5215 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:40:39,749 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1: model=default provider=custom in=77041 out=2032 total=79073 latency=11.5s
2026-07-15 02:40:39,754 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool patch returned error (0.00s): {"error": "Background review denied non-whitelisted tool: patch. Only memory/skill tools are allowed."}
2026-07-15 02:40:39,789 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5216 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:40:42,722 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5216 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:40:42,724 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #2: model=default provider=custom in=79103 out=192 total=79295 latency=3.0s
2026-07-15 02:40:42,729 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/16 budget=2/16 tool_turns=68 last_msg_role=assistant response_len=729 session=20260710_094439_1cb443b1
2026-07-15 02:40:42,733 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:41:50,903 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (65 chars)
2026-07-15 02:41:50,916 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='còn những folder như folder /research/ thì sao, phải sync hết chứ' reply_to_id=18 reply_to_text=''
2026-07-15 02:41:51,036 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 02:41:51,108 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=196 msg='[NN Vo] còn những folder như folder /research/ thì sao, phải sync hết chứ'
2026-07-15 02:41:51,182 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5217 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:41:57,063 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5217 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:41:57,065 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #252: model=default provider=custom in=75920 out=843 total=76763 latency=5.9s
2026-07-15 02:41:57,152 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.04s, 343 chars)
2026-07-15 02:41:57,198 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5219 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:43:36,767 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5219 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:43:36,768 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #253: model=default provider=custom in=97697 out=411 total=98108 latency=99.6s
2026-07-15 02:43:36,919 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.08s, 1053 chars)
2026-07-15 02:43:36,962 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5221 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:46:25,213 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (50 chars)
2026-07-15 02:46:25,233 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='vậy phase 3 đã chạy chưa và quyết tên đề tài là gì' reply_to_id=12 reply_to_text=''
2026-07-15 02:46:25,360 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 02:46:25,447 WARNING [20260710_094439_1cb443b1] gateway.run: Persisted transcript lagged live cached history for session agent:main:telegram:group:-1003707758328:12 (disk=101, memory=105); preserving live conversation context (possible FTS write corruption)
2026-07-15 02:46:25,453 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=105 msg='[NN Vo] vậy phase 3 đã chạy chưa và quyết tên đề tài là gì'
2026-07-15 02:46:25,518 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5222 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:52:09,096 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5222 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:52:09,099 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #302: model=default provider=custom in=90457 out=444 total=90901 latency=343.6s cache=512/90457 (1%)
2026-07-15 02:52:09,740 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5221 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:52:09,743 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #254: model=default provider=custom in=84116 out=737 total=84853 latency=512.8s cache=11264/84116 (13%)
2026-07-15 02:52:10,040 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.27s, 247 chars)
2026-07-15 02:52:10,100 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5225 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:52:11,993 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (2.81s, 7918 chars)
2026-07-15 02:52:12,053 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5226 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:58:40,824 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5225 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:58:40,828 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #255: model=default provider=custom in=84563 out=166 total=84729 latency=390.8s cache=82048/84563 (97%)
2026-07-15 02:58:41,086 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.18s, 5138 chars)
2026-07-15 02:58:41,146 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5228 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:58:54,859 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5226 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:58:54,860 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #303: model=default provider=custom in=93155 out=1724 total=94879 latency=402.8s cache=5248/93155 (6%)
2026-07-15 02:58:54,894 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=37 last_msg_role=assistant response_len=1542 session=20260712_081412_654c5f58
2026-07-15 02:58:54,931 INFO gateway.run: Queued follow-up for session agent:main:telegram:group:-1003707758328:12: final stream delivery not confirmed; sending first response before continuing.
2026-07-15 02:58:55,858 WARNING [20260712_081412_654c5f58] gateway.run: Persisted transcript lagged live cached history for session agent:main:telegram:group:-1003707758328:12 (disk=105, memory=109); preserving live conversation context (possible FTS write corruption)
2026-07-15 02:58:55,861 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=109 msg='[NN Vo] quan trọng hơn, tôi thấy research brief thiếu đi 1 câu hỏi thiết yếu: cá...'
2026-07-15 02:58:55,910 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5229 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:59:53,230 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5228 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:59:53,234 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #256: model=default provider=custom in=86275 out=185 total=86460 latency=72.1s cache=76800/86275 (89%)
2026-07-15 02:59:55,463 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (2.20s, 6533 chars)
2026-07-15 02:59:55,526 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5231 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:59:56,316 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5229 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 02:59:56,318 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #304: model=default provider=custom in=93903 out=544 total=94447 latency=60.4s cache=91136/93903 (97%)
2026-07-15 02:59:56,479 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.12s, 9199 chars)
2026-07-15 02:59:56,528 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5236 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:00:55,266 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5231 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:00:55,267 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #257: model=default provider=custom in=88248 out=263 total=88511 latency=59.8s cache=84224/88248 (95%)
2026-07-15 03:00:55,294 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=6/60 budget=6/60 tool_turns=72 last_msg_role=assistant response_len=766 session=20260710_094439_1cb443b1
2026-07-15 03:00:55,354 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=1144.4s api_calls=6 response=766 chars
2026-07-15 03:00:55,408 INFO gateway.platforms.base: [Telegram] Sending response (766 chars) to -1003707758328
2026-07-15 03:01:12,538 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5236 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:01:12,539 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #305: model=default provider=custom in=98192 out=2513 total=100705 latency=76.0s cache=92416/98192 (94%)
2026-07-15 03:01:12,806 INFO [20260712_081412_654c5f58] agent.tool_executor: tool patch completed (0.24s, 3907 chars)
2026-07-15 03:01:12,884 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5245 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:01:17,465 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5245 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:01:17,466 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #306: model=default provider=custom in=101449 out=177 total=101626 latency=4.6s cache=96128/101449 (95%)
2026-07-15 03:01:17,702 INFO [20260712_081412_654c5f58] agent.tool_executor: tool patch completed (0.22s, 1427 chars)
2026-07-15 03:01:17,756 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5254 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:01:33,857 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5254 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:01:33,860 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #307: model=default provider=custom in=102136 out=656 total=102792 latency=16.1s cache=99328/102136 (97%)
2026-07-15 03:01:33,882 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/60 budget=4/60 tool_turns=40 last_msg_role=assistant response_len=1273 session=20260712_081412_654c5f58
2026-07-15 03:01:33,930 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=908.7s api_calls=4 response=1273 chars
2026-07-15 03:01:33,972 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:01:34,020 INFO gateway.platforms.base: [Telegram] Sending response (1273 chars) to -1003707758328
2026-07-15 03:01:34,108 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 03:01:34,143 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=117 msg='Review the conversation above and consider saving to memory if appropriate.  Foc...'
2026-07-15 03:01:34,192 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5255 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:01:47,126 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5255 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:01:47,128 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=102556 out=799 total=103355 latency=13.0s cache=4736/102556 (5%)
2026-07-15 03:01:47,137 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool memory returned error (0.00s): {"success": false, "error": "Operation 1 (replace): no entry matched 'Research expectations: Multi-country research should use parallel subagent workflows (max 3 at a time) for speed and isolation.'. 
2026-07-15 03:01:47,172 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5256 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:01:51,575 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5256 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:01:51,576 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=103241 out=286 total=103527 latency=4.4s cache=100480/103241 (97%)
2026-07-15 03:01:51,589 INFO [20260712_081412_654c5f58] agent.tool_executor: tool memory completed (0.01s, 209 chars)
2026-07-15 03:01:51,630 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5257 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:02:00,367 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5257 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:02:00,368 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #3: model=default provider=custom in=103529 out=119 total=103648 latency=8.8s cache=101120/103529 (98%)
2026-07-15 03:02:00,371 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/16 budget=3/16 tool_turns=42 last_msg_role=assistant response_len=158 session=20260712_081412_654c5f58
2026-07-15 03:02:00,376 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:16:41,885 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (1010 chars)
2026-07-15 03:16:41,902 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='research brief đang có thiên hướng assume kết quả trong câu hỏi nghiên cứu, việc' reply_to_id=12 reply_to_text=''
2026-07-15 03:16:42,110 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 03:16:42,208 WARNING [20260712_081412_654c5f58] gateway.run: Persisted transcript lagged live cached history for session agent:main:telegram:group:-1003707758328:12 (disk=113, memory=117); preserving live conversation context (possible FTS write corruption)
2026-07-15 03:16:42,212 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=117 msg='[NN Vo] research brief đang có thiên hướng assume kết quả trong câu hỏi nghiên c...'
2026-07-15 03:16:42,271 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5258 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:16:56,730 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5258 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:16:56,731 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #308: model=default provider=custom in=103017 out=732 total=103749 latency=14.5s cache=100096/103017 (97%)
2026-07-15 03:16:56,842 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.07s, 25916 chars)
2026-07-15 03:16:56,908 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5260 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:17:03,598 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5260 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:17:03,609 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #309: model=default provider=custom in=111035 out=542 total=111577 latency=6.7s cache=100992/111035 (91%)
2026-07-15 03:17:10,948 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (7.23s, 3090 chars)
2026-07-15 03:17:11,044 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5262 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:17:17,711 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5262 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:17:17,722 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #310: model=default provider=custom in=112295 out=513 total=112808 latency=6.7s cache=108928/112295 (97%)
2026-07-15 03:17:18,164 INFO [20260712_081412_654c5f58] agent.tool_executor: tool search_files completed (0.36s, 3356 chars)
2026-07-15 03:17:18,241 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5265 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:17:25,250 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5265 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:17:25,254 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #311: model=default provider=custom in=113810 out=97 total=113907 latency=7.0s cache=110208/113810 (97%)
2026-07-15 03:17:25,421 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.12s, 14528 chars)
2026-07-15 03:17:25,481 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5270 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:17:35,804 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5270 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:17:35,806 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #312: model=default provider=custom in=119784 out=981 total=120765 latency=10.3s cache=111872/119784 (93%)
2026-07-15 03:17:35,845 INFO [20260712_081412_654c5f58] agent.tool_executor: tool todo completed (0.00s, 639 chars)
2026-07-15 03:17:35,900 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5271 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:17:42,663 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (118 chars)
2026-07-15 03:17:42,683 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='có nhầm ko có tới 2 skill 9. research/research-criticism/ 10. research/research-' reply_to_id=18 reply_to_text=''
2026-07-15 03:17:43,039 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 03:17:43,169 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=208 msg='[NN Vo] có nhầm ko có tới 2 skill 9. research/research-criticism/ 10. research/r...'
2026-07-15 03:17:43,309 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5272 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:17:43,459 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5271 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:17:43,466 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #313: model=default provider=custom in=120481 out=727 total=121208 latency=7.6s cache=117760/120481 (98%)
2026-07-15 03:17:46,859 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5272 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:17:46,860 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #258: model=default provider=custom in=88562 out=254 total=88816 latency=3.6s cache=86400/88562 (98%)
2026-07-15 03:17:47,552 WARNING tools.skills_tool: Skill name collision for 'research-criticism': 2 candidates — /root/.hermes/skills/research/research-criticism/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-criticism/SKILL.md
2026-07-15 03:17:47,553 INFO agent.tool_executor: tool skill_view failed (0.66s): {"success": false, "error": "Ambiguous skill name 'research-criticism': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path."
2026-07-15 03:17:47,556 WARNING tools.skills_tool: Skill name collision for 'research-critism': 3 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-critism/SKILL.md
2026-07-15 03:17:47,556 INFO agent.tool_executor: tool skill_view failed (0.66s): {"success": false, "error": "Ambiguous skill name 'research-critism': 3 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", 
2026-07-15 03:17:47,559 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_view returned error (0.66s): {"success": false, "error": "Ambiguous skill name 'research-criticism': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path."
2026-07-15 03:17:47,566 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_view returned error (0.66s): {"success": false, "error": "Ambiguous skill name 'research-critism': 3 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", 
2026-07-15 03:17:47,636 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5274 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:17:49,918 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (6.42s, 308 chars)
2026-07-15 03:17:49,986 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5275 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:17:50,262 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5274 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:17:50,264 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #259: model=default provider=custom in=89121 out=126 total=89247 latency=2.7s cache=86784/89121 (97%)
2026-07-15 03:17:50,439 INFO agent.tool_executor: tool read_file completed (0.14s, 11461 chars)
2026-07-15 03:17:50,444 INFO agent.tool_executor: tool read_file completed (0.15s, 5751 chars)
2026-07-15 03:17:50,518 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5284 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:17:56,249 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5275 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:17:56,252 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #314: model=default provider=custom in=120938 out=519 total=121457 latency=6.3s cache=118400/120938 (98%)
2026-07-15 03:17:56,291 INFO [20260712_081412_654c5f58] agent.tool_executor: tool todo completed (0.00s, 637 chars)
2026-07-15 03:17:56,378 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5285 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:17:57,969 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5284 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:17:57,971 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #260: model=default provider=custom in=96128 out=570 total=96698 latency=7.5s cache=87040/96128 (91%)
2026-07-15 03:17:58,040 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=3/60 tool_turns=74 last_msg_role=assistant response_len=685 session=20260710_094439_1cb443b1
2026-07-15 03:17:58,072 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=15.4s api_calls=3 response=685 chars
2026-07-15 03:17:58,184 INFO gateway.platforms.base: [Telegram] Sending response (685 chars) to -1003707758328
2026-07-15 03:18:01,267 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5285 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:18:01,271 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #315: model=default provider=custom in=121377 out=309 total=121686 latency=4.9s cache=118912/121377 (98%)
2026-07-15 03:18:01,570 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.16s, 12655 chars)
2026-07-15 03:18:01,666 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5290 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:18:35,182 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5290 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:18:35,183 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #316: model=default provider=custom in=126589 out=4524 total=131113 latency=33.6s cache=119296/126589 (94%)
2026-07-15 03:18:35,400 INFO [20260712_081412_654c5f58] agent.tool_executor: tool write_file completed (0.18s, 518 chars)
2026-07-15 03:18:35,451 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5297 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:18:39,654 INFO gateway.run: kanban dispatcher [nv-office]: spawned=6 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-15 03:18:41,574 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5297 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:18:41,574 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #317: model=default provider=custom in=130603 out=568 total=131171 latency=6.1s cache=124544/130603 (95%)
2026-07-15 03:18:41,634 INFO [20260712_081412_654c5f58] agent.tool_executor: tool todo completed (0.00s, 643 chars)
2026-07-15 03:18:41,645 INFO [20260712_081412_654c5f58] agent.conversation_compression: context compression started: session=20260712_081412_654c5f58 messages=138 tokens=~130,603 model=default focus=None
2026-07-15 03:18:41,699 INFO [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-15 03:20:21,062 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (189 chars)
2026-07-15 03:20:21,095 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='đồng ý, tuy nhiên những giải thích như kiểm tra dữ liệu riêng cho việt nam, còn ' reply_to_id=18 reply_to_text=''
2026-07-15 03:20:21,244 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 03:20:21,348 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=216 msg='[NN Vo] đồng ý, tuy nhiên những giải thích như kiểm tra dữ liệu riêng cho việt n...'
2026-07-15 03:20:21,450 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5298 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:22:56,702 INFO [20260712_081412_654c5f58] agent.conversation_compression: context compression done: session=20260712_081412_654c5f58 messages=138->63 rough_tokens=~64,380 awaiting_real_usage=true
2026-07-15 03:22:56,747 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5299 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:27:45,914 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5298 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:27:45,918 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #261: model=default provider=custom in=96434 out=441 total=96875 latency=444.5s cache=82688/96434 (86%)
2026-07-15 03:27:45,988 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool read_file completed (0.00s, 301 chars)
2026-07-15 03:27:46,051 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5300 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:27:47,664 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5299 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:27:47,665 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #318: model=default provider=custom in=65496 out=535 total=66031 latency=290.9s cache=4352/65496 (7%)
2026-07-15 03:27:47,681 INFO [20260712_081412_654c5f58] agent.conversation_loop: Empty response after tool calls — nudging model to continue processing
2026-07-15 03:27:47,718 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5301 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:27:51,543 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5301 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:27:51,544 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #319: model=default provider=custom in=65526 out=258 total=65784 latency=3.8s cache=63488/65526 (97%)
2026-07-15 03:27:51,667 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.10s, 17468 chars)
2026-07-15 03:27:51,708 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5306 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:28:02,614 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5306 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:28:02,614 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #320: model=default provider=custom in=71736 out=916 total=72652 latency=10.9s cache=63488/71736 (89%)
2026-07-15 03:28:03,043 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.19s, 200 chars)
2026-07-15 03:28:03,185 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5308 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:28:10,424 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5308 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:28:10,426 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #321: model=default provider=custom in=72209 out=544 total=72753 latency=7.3s cache=69632/72209 (96%)
2026-07-15 03:28:10,552 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.10s, 8521 chars)
2026-07-15 03:28:10,587 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5313 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:28:11,335 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5300 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:28:11,336 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #262: model=default provider=custom in=96752 out=3575 total=100327 latency=25.3s cache=94080/96752 (97%)
2026-07-15 03:28:11,529 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool write_file completed (0.17s, 269 chars)
2026-07-15 03:28:11,586 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5320 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:28:16,052 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5320 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:28:16,054 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #263: model=default provider=custom in=99996 out=366 total=100362 latency=4.5s cache=94720/99996 (95%)
2026-07-15 03:28:16,116 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.04s, 91 chars)
2026-07-15 03:28:16,180 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5322 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:28:19,281 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5322 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:28:19,283 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #264: model=default provider=custom in=100330 out=157 total=100487 latency=3.1s cache=97920/100330 (98%)
2026-07-15 03:28:19,901 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.59s, 5861 chars)
2026-07-15 03:28:19,968 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5324 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:28:20,566 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5313 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:28:20,567 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #322: model=default provider=custom in=74902 out=801 total=75703 latency=10.0s cache=70144/74902 (94%)
2026-07-15 03:28:20,583 INFO [20260712_081412_654c5f58] agent.tool_executor: tool todo completed (0.00s, 603 chars)
2026-07-15 03:28:20,627 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5325 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:28:24,416 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5324 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:28:24,428 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #265: model=default provider=custom in=93111 out=449 total=93560 latency=4.5s
2026-07-15 03:28:24,452 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=5/60 budget=5/60 tool_turns=78 last_msg_role=assistant response_len=802 session=20260710_094439_1cb443b1
2026-07-15 03:28:24,508 INFO gateway.run: Queued follow-up for session agent:main:telegram:group:-1003707758328:18: final stream delivery not confirmed; sending first response before continuing.
2026-07-15 03:28:25,379 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=226 msg='[NN Vo] tôi thấy git hub báo token của nhi-nhi-vietveda soon be eẽpired phải upd...'
2026-07-15 03:28:25,446 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5326 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:28:25,531 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5325 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:28:25,532 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #323: model=default provider=custom in=65183 out=947 total=66130 latency=4.9s
2026-07-15 03:28:25,721 INFO [20260712_081412_654c5f58] agent.tool_executor: tool write_file completed (0.14s, 319 chars)
2026-07-15 03:28:25,760 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5333 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:29:32,079 INFO gateway.run: Invalidated run generation for agent:main:telegram:group:-1003707758328:12 → 60 (stop_command)
2026-07-15 03:29:32,098 INFO run_agent: OpenAI client closed (cache_evict, shared=True, tcp_force_closed=0) thread=agent-evict-agent:main:telegram:grou:135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:29:32,098 INFO gateway.run: STOP for session agent:main:telegram:group:-1003707758328:12 — agent interrupted, session lock released
2026-07-15 03:29:32,102 INFO gateway.platforms.base: [Telegram] Sending command '/stop' response (41 chars) to -1003707758328
2026-07-15 03:29:32,139 INFO [20260712_081412_654c5f58] run_agent: OpenAI client aborted (stream_interrupt_abort, shared=False, tcp_force_closed=0, deferred_close=stranger_thread) thread=hermes-gateway_0:135524911138496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:29:32,150 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=interrupted_during_api_call model=default api_calls=17/60 budget=17/60 tool_turns=27 last_msg_role=assistant response_len=66 session=20260712_081412_654c5f58
2026-07-15 03:29:32,174 INFO gateway.run: Discarding stale agent result for agent:main:telegram:group:-1003707758328:12 — generation 59 is no longer current
2026-07-15 03:30:36,755 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (252 chars)
2026-07-15 03:30:36,771 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='khoan đã, research brief bổ sung yêu cầu research chỉ số đo lường hiệu quả du lị' reply_to_id=12 reply_to_text=''
2026-07-15 03:30:37,036 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 03:30:37,178 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_2:135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:30:37,569 INFO [20260710_094439_1cb443b1] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 03:30:37,596 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=74 msg='[NN Vo] khoan đã, research brief bổ sung yêu cầu research chỉ số đo lường hiệu q...'
2026-07-15 03:30:37,667 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5334 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:30:48,250 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5326 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:30:48,252 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #266: model=default provider=custom in=102660 out=449 total=103109 latency=142.8s cache=94336/102660 (92%)
2026-07-15 03:30:48,330 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.04s, 228 chars)
2026-07-15 03:30:49,390 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool terminal returned error (0.04s): {"output": "=== Git credential helper ===", "exit_code": 1, "error": null}
2026-07-15 03:30:49,466 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5337 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:30:53,072 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5337 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:30:53,073 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #267: model=default provider=custom in=103201 out=254 total=103455 latency=3.6s cache=98432/103201 (95%)
2026-07-15 03:30:53,152 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.06s, 269 chars)
2026-07-15 03:30:53,210 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5339 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:30:54,894 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5333 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:30:58,722 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5339 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:30:58,724 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #268: model=default provider=custom in=103564 out=457 total=104021 latency=5.5s cache=101376/103564 (98%)
2026-07-15 03:31:05,284 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (6.49s, 141 chars)
2026-07-15 03:31:05,450 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5341 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:31:13,925 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5341 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:31:13,927 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #269: model=default provider=custom in=103970 out=686 total=104656 latency=8.5s cache=101504/103970 (98%)
2026-07-15 03:31:13,951 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/60 budget=4/60 tool_turns=81 last_msg_role=assistant response_len=925 session=20260710_094439_1cb443b1
2026-07-15 03:31:14,013 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=652.9s api_calls=4 response=925 chars
2026-07-15 03:31:14,072 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:31:14,132 INFO gateway.platforms.base: [Telegram] Sending response (925 chars) to -1003707758328
2026-07-15 03:31:14,319 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 03:31:14,345 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=235 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-15 03:31:14,428 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5342 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:31:44,211 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5342 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:31:44,214 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1: model=default provider=custom in=105465 out=2802 total=108267 latency=29.8s cache=74752/105465 (71%)
2026-07-15 03:31:44,331 INFO agent.tool_executor: tool skill_view completed (0.11s, 5991 chars)
2026-07-15 03:31:44,332 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool read_file returned error (0.00s): {"error": "Background review denied non-whitelisted tool: read_file. Only memory/skill tools are allowed."}
2026-07-15 03:31:44,381 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5343 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:33:30,163 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (83 chars)
2026-07-15 03:33:30,183 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='nhưng trước đó tôi có nói bạn clone repo nhi-nhi-vietveda về để cùng sửa khi cần' reply_to_id=18 reply_to_text=''
2026-07-15 03:33:30,410 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 03:33:30,510 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=235 msg='[NN Vo] nhưng trước đó tôi có nói bạn clone repo nhi-nhi-vietveda về để cùng sửa...'
2026-07-15 03:33:30,603 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5344 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:33:44,080 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5334 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:33:44,083 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=76649 out=594 total=77243 latency=186.4s cache=63488/76649 (83%)
2026-07-15 03:33:45,934 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (1.81s, 5704 chars)
2026-07-15 03:33:45,991 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5346 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:33:53,213 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5343 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:33:53,215 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #2: model=default provider=custom in=107241 out=1097 total=108338 latency=128.9s cache=11264/107241 (11%)
2026-07-15 03:33:53,308 WARNING [20260710_094439_1cb443b1] tools.skills_tool: Skill name collision for 'research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-15 03:33:53,309 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_view returned error (0.09s): {"success": false, "error": "Ambiguous skill name 'research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.",
2026-07-15 03:33:53,365 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5347 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:34:10,622 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5347 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:34:10,625 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #3: model=default provider=custom in=107458 out=1376 total=108834 latency=17.3s cache=103424/107458 (96%)
2026-07-15 03:34:10,732 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.10s, 5991 chars)
2026-07-15 03:34:10,787 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5348 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:34:24,401 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5344 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:34:24,403 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #270: model=default provider=custom in=104375 out=316 total=104691 latency=53.8s cache=101888/104375 (98%)
2026-07-15 03:34:24,836 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.40s, 810 chars)
2026-07-15 03:34:24,913 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5350 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:34:26,543 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5348 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:34:26,545 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #4: model=default provider=custom in=109150 out=1208 total=110358 latency=15.8s cache=105344/109150 (97%)
2026-07-15 03:34:26,572 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.02s): {"success": false, "error": "Refusing background curator patch for skill 'connect-google': the skill lives in skills.external_dirs, which are externally owned and read-only to autonomous curation."}
2026-07-15 03:34:26,617 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5351 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:34:28,378 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5350 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:34:28,381 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #271: model=default provider=custom in=105005 out=214 total=105219 latency=3.5s cache=102656/105005 (98%)
2026-07-15 03:34:29,392 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.99s, 495 chars)
2026-07-15 03:34:29,504 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5353 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:34:35,509 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5353 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:34:35,511 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #272: model=default provider=custom in=105381 out=495 total=105876 latency=6.1s cache=103168/105381 (98%)
2026-07-15 03:34:36,323 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.79s, 108 chars)
2026-07-15 03:34:36,392 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5355 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:34:40,854 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5351 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:34:40,856 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #5: model=default provider=custom in=109850 out=1142 total=110992 latency=14.3s cache=107136/109850 (98%)
2026-07-15 03:34:40,908 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.05s): {"success": false, "error": "Refusing background curator patch for skill 'research-pipeline': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, 
2026-07-15 03:34:40,966 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5356 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:34:40,971 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5355 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:34:40,989 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #273: model=default provider=custom in=105922 out=244 total=106166 latency=4.6s cache=103808/105922 (98%)
2026-07-15 03:34:41,100 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/60 budget=4/60 tool_turns=84 last_msg_role=assistant response_len=630 session=20260710_094439_1cb443b1
2026-07-15 03:34:41,127 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=70.9s api_calls=4 response=630 chars
2026-07-15 03:34:41,169 INFO gateway.platforms.base: [Telegram] Sending response (630 chars) to -1003707758328
2026-07-15 03:34:42,812 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5356 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:34:42,814 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #6: model=default provider=custom in=101255 out=31 total=101286 latency=1.9s
2026-07-15 03:34:42,883 WARNING [20260710_094439_1cb443b1] tools.skills_tool: Skill name collision for 'research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-15 03:34:42,884 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_view returned error (0.07s): {"success": false, "error": "Ambiguous skill name 'research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.",
2026-07-15 03:34:42,931 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5357 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:34:44,282 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5357 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:34:44,284 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #7: model=default provider=custom in=101658 out=209 total=101867 latency=1.4s cache=97273/101658 (96%)
2026-07-15 03:34:44,351 WARNING [20260710_094439_1cb443b1] tools.skills_tool: Skill name collision for 'research/research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-15 03:34:44,351 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_view returned error (0.06s): {"success": false, "error": "Ambiguous skill name 'research/research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorize
2026-07-15 03:34:44,417 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5358 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:36:01,596 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5346 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:36:01,597 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=78875 out=746 total=79621 latency=135.6s cache=74624/78875 (95%)
2026-07-15 03:36:01,766 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.13s, 1090 chars)
2026-07-15 03:36:01,829 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5360 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:37:46,297 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (11 chars)
2026-07-15 03:37:46,312 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='continue đi' reply_to_id=20 reply_to_text=''
2026-07-15 03:37:46,520 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 03:37:46,601 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=163 msg='[NN Vo] continue đi'
2026-07-15 03:37:46,635 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Repaired 2 message-alternation violations before request (session=20260714_114920_9d9d2d3b)
2026-07-15 03:37:46,683 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5361 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:42:01,952 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5360 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:42:01,974 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #3: model=default provider=custom in=79663 out=251 total=79914 latency=360.2s cache=57600/79663 (72%)
2026-07-15 03:42:01,997 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5358 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:42:02,019 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #8: model=default provider=custom in=111484 out=548 total=112032 latency=437.6s cache=105216/111484 (94%)
2026-07-15 03:42:02,326 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.20s): {"success": false, "error": "Skill 'research/research-pipeline' not found in active profile 'default'. Use skills_list() to see available skills."}

[Tool loop warning: same_tool_failure_warning; coun
2026-07-15 03:42:02,478 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5364 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:42:02,616 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.37s, 7211 chars)
2026-07-15 03:42:02,768 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5367 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:42:10,281 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5367 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:42:10,282 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #4: model=default provider=custom in=82586 out=460 total=83046 latency=7.6s cache=76800/82586 (93%)
2026-07-15 03:42:10,393 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.09s, 2726 chars)
2026-07-15 03:42:10,441 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5372 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:42:19,486 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5372 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:42:19,487 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #5: model=default provider=custom in=83875 out=649 total=84524 latency=9.1s cache=80512/83875 (96%)
2026-07-15 03:42:19,611 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=5/60 budget=5/60 tool_turns=31 last_msg_role=assistant response_len=888 session=20260712_081412_654c5f58
2026-07-15 03:42:19,646 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=702.9s api_calls=5 response=888 chars
2026-07-15 03:42:19,703 INFO gateway.platforms.base: [Telegram] Sending response (888 chars) to -1003707758328
2026-07-15 03:42:21,020 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5361 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:42:21,021 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #258: model=default provider=custom in=87504 out=1618 total=89122 latency=274.4s cache=4224/87504 (5%)
2026-07-15 03:42:38,699 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (17.65s, 609 chars)
2026-07-15 03:42:38,779 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5374 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:42:42,719 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[605224]
2026-07-15 03:42:43,058 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5374 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:42:43,064 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #259: model=default provider=custom in=87932 out=302 total=88234 latency=4.3s cache=85376/87932 (97%)
2026-07-15 03:42:43,139 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool patch returned error (0.05s): {"success": false, "error": "Failed to write changes: Refusing to write '/opt/ai-os/products/ceo/brand-monitoring/brands/fulbright/rss_feeds.yaml': candidate content fails .yaml syntax validation (YAM
2026-07-15 03:42:43,224 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5376 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:42:47,599 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5376 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:42:47,600 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #260: model=default provider=custom in=88409 out=345 total=88754 latency=4.4s cache=86144/88409 (97%)
2026-07-15 03:42:48,189 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool execute_code completed (0.56s, 358 chars)
2026-07-15 03:42:48,232 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5385 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:42:51,234 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5385 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:42:51,235 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #261: model=default provider=custom in=88887 out=179 total=89066 latency=3.0s cache=86656/88887 (97%)
2026-07-15 03:42:51,274 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.02s, 281 chars)
2026-07-15 03:42:51,323 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5387 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:43:06,692 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5387 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:43:06,694 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #262: model=default provider=custom in=89186 out=1811 total=90997 latency=15.4s cache=87040/89186 (98%)
2026-07-15 03:43:10,727 INFO [20260714_114920_9d9d2d3b] hermes.lint.lsp: lsp[pyright] 2 diags (brand-monitoring/shared/workflows/collect_social.py)
2026-07-15 03:43:10,750 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool write_file completed (4.03s, 604 chars)
2026-07-15 03:43:10,800 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5395 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:43:22,034 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (50 chars)
2026-07-15 03:43:22,048 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='đúng, và tạo đủ task con phasr 4,5 đợi sau phase 3' reply_to_id=12 reply_to_text=''
2026-07-15 03:43:22,191 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 03:43:22,275 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=84 msg='[NN Vo] đúng, và tạo đủ task con phasr 4,5 đợi sau phase 3'
2026-07-15 03:43:22,333 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5396 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:43:42,879 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[605227]
2026-07-15 03:44:35,583 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5364 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:44:35,584 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #9: model=default provider=custom in=112216 out=557 total=112773 latency=153.2s cache=107776/112216 (96%)
2026-07-15 03:44:35,658 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skills_list completed (0.07s, 2174 chars)
2026-07-15 03:44:35,714 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5397 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:53:01,160 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5397 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:53:01,164 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #10: model=default provider=custom in=112863 out=80 total=112943 latency=505.5s cache=109440/112863 (97%)
2026-07-15 03:53:01,354 WARNING [20260710_094439_1cb443b1] tools.skills_tool: Skill name collision for 'research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-15 03:53:01,357 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_view returned error (0.09s): {"success": false, "error": "Ambiguous skill name 'research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.",
2026-07-15 03:53:01,419 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5398 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:53:04,125 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5395 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:53:04,127 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #263: model=default provider=custom in=91155 out=206 total=91361 latency=593.3s cache=5888/91155 (6%)
2026-07-15 03:53:13,687 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5396 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:53:13,690 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #6: model=default provider=custom in=84206 out=1638 total=85844 latency=591.4s cache=77568/84206 (92%)
2026-07-15 03:53:21,367 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool terminal returned error (7.62s): {"output": "=== Creating Umbrella ===\nusage: hermes [-h] [--version] [-z PROMPT] [--usage-file PATH] [-m MODEL]\n              [--provider PROVIDER] [-t TOOLSETS] [--resume SESSION]\n              [-
2026-07-15 03:53:21,430 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5401 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:53:22,687 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (18.52s, 644 chars)
2026-07-15 03:53:22,742 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5402 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:53:59,485 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5402 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:53:59,487 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #264: model=default provider=custom in=91573 out=453 total=92026 latency=36.8s cache=88960/91573 (97%)
2026-07-15 03:53:59,769 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5401 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:53:59,771 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #7: model=default provider=custom in=88744 out=160 total=88904 latency=38.4s cache=81792/88744 (92%)
2026-07-15 03:54:00,101 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool terminal returned error (0.59s): {"output": "Traceback (most recent call last):\n  File \"<string>\", line 1, in <module>\n  File \"/usr/local/lib/hermes-agent/venv/lib/python3.11/site-packages/facebook_scraper/__init__.py\", line 13
2026-07-15 03:54:00,194 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5405 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:54:00,597 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.80s, 2710 chars)
2026-07-15 03:54:00,705 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5406 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:54:03,274 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5405 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:54:03,279 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #265: model=default provider=custom in=92039 out=170 total=92209 latency=3.1s cache=89472/92039 (97%)
2026-07-15 03:54:03,543 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5406 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:54:03,546 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #8: model=default provider=custom in=89526 out=136 total=89662 latency=2.9s cache=86656/89526 (97%)
2026-07-15 03:54:04,405 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.80s, 2185 chars)
2026-07-15 03:54:04,463 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5409 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:54:05,916 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (2.61s, 155 chars)
2026-07-15 03:54:06,079 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5410 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:54:08,128 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5409 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:54:08,129 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #9: model=default provider=custom in=90187 out=247 total=90434 latency=3.7s cache=87552/90187 (97%)
2026-07-15 03:54:08,947 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.80s, 111 chars)
2026-07-15 03:54:08,986 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5412 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:54:09,299 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5410 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:54:09,301 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #266: model=default provider=custom in=92273 out=116 total=92389 latency=3.3s cache=90112/92273 (98%)
2026-07-15 03:54:10,033 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool execute_code completed (0.70s, 1036 chars)
2026-07-15 03:54:10,079 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5417 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:54:13,261 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5412 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:54:13,262 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #10: model=default provider=custom in=90488 out=363 total=90851 latency=4.3s cache=88320/90488 (98%)
2026-07-15 03:54:13,274 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5417 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:54:13,275 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #267: model=default provider=custom in=92731 out=216 total=92947 latency=3.2s cache=90368/92731 (97%)
2026-07-15 03:54:14,309 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.98s, 64 chars)
2026-07-15 03:54:14,359 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5420 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:54:17,113 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (3.80s, 362 chars)
2026-07-15 03:54:17,155 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5421 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:54:17,251 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5420 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:54:17,252 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #268: model=default provider=custom in=92980 out=219 total=93199 latency=2.9s cache=90880/92980 (98%)
2026-07-15 03:54:18,850 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (1.58s, 137 chars)
2026-07-15 03:54:18,898 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5423 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:54:21,757 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5421 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:54:21,758 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #11: model=default provider=custom in=91004 out=475 total=91479 latency=4.6s cache=88448/91004 (97%)
2026-07-15 03:54:24,174 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (2.39s, 252 chars)
2026-07-15 03:54:24,223 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5425 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:54:28,205 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5423 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:54:28,206 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #269: model=default provider=custom in=93251 out=1040 total=94291 latency=9.3s cache=91136/93251 (98%)
2026-07-15 03:54:29,061 INFO hermes.lint.lsp: lsp[pyright] 2 diags (brand-monitoring/shared/workflows/collect_social.py)
2026-07-15 03:54:29,134 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool execute_code completed (0.90s, 364 chars)
2026-07-15 03:54:29,219 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5434 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:54:32,201 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5434 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:54:32,206 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #270: model=default provider=custom in=94423 out=183 total=94606 latency=3.0s cache=92288/94423 (98%)
2026-07-15 03:54:33,017 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5425 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:54:33,019 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #12: model=default provider=custom in=91586 out=519 total=92105 latency=8.8s cache=89472/91586 (98%)
2026-07-15 03:54:35,821 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (3.60s, 14686 chars)
2026-07-15 03:54:36,019 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5437 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:54:41,073 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (8.03s, 1476 chars)
2026-07-15 03:54:41,150 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5438 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:54:43,493 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5437 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:54:43,495 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #271: model=default provider=custom in=98836 out=556 total=99392 latency=7.5s cache=92544/98836 (94%)
2026-07-15 03:54:44,017 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool patch completed (0.49s, 862 chars)
2026-07-15 03:54:44,080 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5446 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:54:44,300 INFO gateway.run: kanban dispatcher [research-hub]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-15 03:54:48,493 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5446 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:54:48,495 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #272: model=default provider=custom in=99710 out=314 total=100024 latency=4.4s cache=97280/99710 (98%)
2026-07-15 03:54:48,845 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5438 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:54:48,849 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #13: model=default provider=custom in=92566 out=612 total=93178 latency=7.7s cache=89472/92566 (97%)
2026-07-15 03:54:48,891 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=8/60 budget=8/60 tool_turns=38 last_msg_role=assistant response_len=660 session=20260712_081412_654c5f58
2026-07-15 03:54:48,924 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=686.9s api_calls=8 response=660 chars
2026-07-15 03:54:48,957 INFO [20260714_114920_9d9d2d3b] hermes.lint.lsp: lsp[pyright] 1 diags (brand-monitoring/shared/workflows/collect_social.py)
2026-07-15 03:54:48,981 INFO gateway.platforms.base: [Telegram] Sending response (660 chars) to -1003707758328
2026-07-15 03:54:49,031 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool patch completed (0.51s, 1098 chars)
2026-07-15 03:54:49,099 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5454 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:54:53,253 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5454 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:54:53,255 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #273: model=default provider=custom in=100400 out=341 total=100741 latency=4.2s cache=97920/100400 (98%)
2026-07-15 03:54:53,677 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool patch completed (0.41s, 801 chars)
2026-07-15 03:54:53,719 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5462 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:54:58,038 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5462 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:54:58,040 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #274: model=default provider=custom in=101005 out=405 total=101410 latency=4.3s cache=98688/101005 (98%)
2026-07-15 03:54:58,410 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool patch completed (0.35s, 1412 chars)
2026-07-15 03:54:58,451 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5470 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:55:01,933 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5470 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:55:01,936 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #275: model=default provider=custom in=101807 out=186 total=101993 latency=3.5s cache=99328/101807 (98%)
2026-07-15 03:55:02,519 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool terminal returned error (0.56s): {"output": "============================================================\nSocial Media Collection - 2026-07-15T03:55:02.183078\n============================================================\n\n--- Face
2026-07-15 03:55:02,664 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5472 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:55:07,259 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5472 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:55:07,264 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #276: model=default provider=custom in=97156 out=575 total=97731 latency=4.6s
2026-07-15 03:55:07,862 INFO [20260714_114920_9d9d2d3b] hermes.lint.lsp: lsp[pyright] 3 diags (brand-monitoring/shared/workflows/collect_social.py)
2026-07-15 03:55:07,909 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool patch completed (0.60s, 1610 chars)
2026-07-15 03:55:07,958 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5480 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:55:09,543 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5480 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:55:09,544 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #277: model=default provider=custom in=98266 out=318 total=98584 latency=1.6s cache=93350/98266 (95%)
2026-07-15 03:55:20,383 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (10.82s, 50816 chars)
2026-07-15 03:55:20,447 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5482 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:56:14,867 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (2 chars)
2026-07-15 03:56:14,888 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='ok' reply_to_id=12 reply_to_text=''
2026-07-15 03:56:15,013 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 03:56:15,111 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=100 msg='[NN Vo] ok'
2026-07-15 03:56:15,163 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5483 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:56:16,811 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5398 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 03:56:16,812 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #11: model=default provider=custom in=113133 out=1047 total=114180 latency=195.4s cache=110848/113133 (98%)
2026-07-15 03:56:16,825 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool memory returned error (0.00s): {"success": false, "error": "Operation 1 (unknown): unknown action. Use add, replace, or remove. No operations were applied (batch is all-or-nothing).", "current_entries": ["Rule 7 Cross-Dept Pipeline
2026-07-15 03:56:16,880 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5484 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:01:56,015 INFO gateway.run: Session expiry: 3 sessions to finalize (telegram:3)
2026-07-15 04:01:56,021 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=hermes-gateway_0:135524911138496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:01:56,058 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=hermes-gateway_0:135524911138496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:01:56,079 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=hermes-gateway_0:135524911138496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:01:56,093 INFO gateway.run: Session expiry done: 3 finalized
2026-07-15 04:03:26,020 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5484 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:03:26,024 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #12: model=default provider=custom in=114809 out=289 total=115098 latency=429.2s cache=111104/114809 (97%)
2026-07-15 04:03:26,104 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool memory returned error (0.01s): {"success": false, "error": "No entry matched 'ARS Research flow: 5 phases (Scoping -> Scan -> Hypotheses Gate -> Lit Review -> Report). Phase 3 Gate is mandatory. Hypotheses must define IV -> DV and 
2026-07-15 04:03:26,187 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5485 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:03:30,718 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5482 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:03:30,733 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #278: model=default provider=custom in=126971 out=809 total=127780 latency=490.3s cache=89344/126971 (70%)
2026-07-15 04:03:31,348 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool patch completed (0.58s, 1456 chars)
2026-07-15 04:03:31,428 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=True) thread=Thread-5493 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:03:31,428 WARNING run_agent: Detected closed shared OpenAI client; recreated before use (chat_completion_stream_request) thread=Thread-5493 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:03:31,442 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5493 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:03:44,070 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5483 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:03:44,072 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #14: model=default provider=custom in=92790 out=3618 total=96408 latency=448.9s cache=82176/92790 (89%)
2026-07-15 04:03:44,084 WARNING [20260712_081412_654c5f58] run_agent: Truncated 3 excess delegate_task call(s) to enforce max_concurrent_children=3 limit
2026-07-15 04:03:44,154 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_2:135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:03:44,247 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 04:03:44,286 INFO [20260712_081412_654c5f58] tools.async_delegation: Dispatched async delegation batch deleg_a8e42523 (1 task(s), session_key=agent:main:telegram:group:-1003707758328:12)
2026-07-15 04:03:44,287 INFO [20260712_081412_654c5f58] agent.tool_executor: tool delegate_task completed (0.19s, 424 chars)
2026-07-15 04:03:44,300 INFO [20260715_040344_66cbdc] agent.turn_context: conversation turn: session=20260715_040344_66cbdc model=default provider=custom platform=subagent history=0 msg='Bổ sung Priority Indicators section vào file topic.md của Thái Lan (tourism_benc...'
2026-07-15 04:03:44,364 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5495 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:03:45,357 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_2:135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:03:45,452 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 04:03:45,489 INFO [20260712_081412_654c5f58] tools.async_delegation: Dispatched async delegation batch deleg_cee25847 (1 task(s), session_key=agent:main:telegram:group:-1003707758328:12)
2026-07-15 04:03:45,490 INFO [20260712_081412_654c5f58] agent.tool_executor: tool delegate_task completed (0.19s, 375 chars)
2026-07-15 04:03:45,501 INFO [20260715_040345_cbaaab] agent.turn_context: conversation turn: session=20260715_040345_cbaaab model=default provider=custom platform=subagent history=0 msg='Bổ sung Priority Indicators section vào file topic.md của Singapore'
2026-07-15 04:03:45,560 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5497 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:03:46,566 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_2:135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:03:46,667 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 04:03:46,710 INFO [20260712_081412_654c5f58] tools.async_delegation: Dispatched async delegation batch deleg_262fe0ee (1 task(s), session_key=agent:main:telegram:group:-1003707758328:12)
2026-07-15 04:03:46,710 INFO [20260712_081412_654c5f58] agent.tool_executor: tool delegate_task completed (0.21s, 374 chars)
2026-07-15 04:03:46,717 INFO [20260715_040346_6b892c] agent.turn_context: conversation turn: session=20260715_040346_6b892c model=default provider=custom platform=subagent history=0 msg='Bổ sung Priority Indicators section vào file topic.md của Malaysia'
2026-07-15 04:03:46,776 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=True) thread=Thread-5499 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:03:46,776 WARNING run_agent: Detected closed shared OpenAI client; recreated before use (chat_completion_stream_request) thread=Thread-5499 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:03:46,789 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5499 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:03:46,876 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5500 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:03:52,509 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5497 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:03:52,510 INFO [20260715_040345_cbaaab] agent.conversation_loop: API call #1: model=default provider=custom in=15343 out=157 total=15500 latency=7.0s cache=2432/15343 (16%)
2026-07-15 04:03:52,630 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5500 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:03:52,631 INFO [20260715_040346_6b892c] agent.conversation_loop: API call #1: model=default provider=custom in=15344 out=160 total=15504 latency=5.8s cache=2432/15344 (16%)
2026-07-15 04:03:52,696 INFO agent.tool_executor: tool read_file completed (0.15s, 25973 chars)
2026-07-15 04:03:52,717 INFO agent.tool_executor: tool read_file completed (0.17s, 14069 chars)
2026-07-15 04:03:52,850 INFO agent.tool_executor: tool read_file completed (0.18s, 7685 chars)
2026-07-15 04:03:52,852 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5516 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:03:52,897 INFO agent.tool_executor: tool read_file completed (0.23s, 25973 chars)
2026-07-15 04:03:52,951 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5518 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:03:53,243 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5495 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:03:53,243 INFO [20260715_040344_66cbdc] agent.conversation_loop: API call #1: model=default provider=custom in=15427 out=177 total=15604 latency=8.9s cache=2432/15427 (16%)
2026-07-15 04:03:53,366 INFO agent.tool_executor: tool read_file completed (0.11s, 7569 chars)
2026-07-15 04:03:53,392 INFO agent.tool_executor: tool read_file completed (0.13s, 25973 chars)
2026-07-15 04:03:53,467 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5527 (_call):135522777257664 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:03:54,121 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5499 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:03:54,122 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #15: model=default provider=custom in=94947 out=224 total=95171 latency=7.4s cache=90496/94947 (95%)
2026-07-15 04:03:54,145 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=39 last_msg_role=assistant response_len=486 session=20260712_081412_654c5f58
2026-07-15 04:03:54,213 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=459.3s api_calls=2 response=486 chars
2026-07-15 04:03:54,222 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:03:54,247 WARNING gateway.session: gateway.session: routing key 'agent:main:telegram:group:-1003707758328:12' -> 20260712_081412_654c5f58 is ended in state.db but still live in sessions.json; dropping stale entry and recovering/recreating the session (#54878)
2026-07-15 04:03:54,269 INFO gateway.platforms.base: [Telegram] Sending response (486 chars) to -1003707758328
2026-07-15 04:03:54,336 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 04:03:54,367 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=106 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-15 04:03:54,414 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5528 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:03:56,866 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5493 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:03:56,866 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #279: model=default provider=custom in=128005 out=388 total=128393 latency=25.5s cache=99968/128005 (78%)
2026-07-15 04:03:57,063 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool patch completed (0.17s, 794 chars)
2026-07-15 04:03:57,073 INFO [20260714_114920_9d9d2d3b] agent.conversation_compression: context compression started: session=20260714_114920_9d9d2d3b messages=206 tokens=~128,005 model=default focus=None
2026-07-15 04:03:57,129 INFO [20260714_114920_9d9d2d3b] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-15 04:04:03,502 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5528 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:04:03,503 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=96251 out=630 total=96881 latency=9.1s cache=10112/96251 (11%)
2026-07-15 04:04:03,918 WARNING tools.skills_tool: Skill name collision for 'research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-15 04:04:03,919 INFO agent.tool_executor: tool skill_view failed (0.41s): {"success": false, "error": "Ambiguous skill name 'research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.",
2026-07-15 04:04:03,926 WARNING tools.skills_tool: Skill name collision for 'research-and-innovation': 2 candidates — /root/.hermes/skills/research/research-and-innovation/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-and-innovation/SKILL.md
2026-07-15 04:04:03,931 INFO agent.tool_executor: tool skill_view failed (0.42s): {"success": false, "error": "Ambiguous skill name 'research-and-innovation': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized p
2026-07-15 04:04:03,937 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.41s): {"success": false, "error": "Ambiguous skill name 'research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.",
2026-07-15 04:04:03,938 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.42s): {"success": false, "error": "Ambiguous skill name 'research-and-innovation': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized p
2026-07-15 04:04:03,994 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5536 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:04:09,173 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5536 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:04:09,176 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=96614 out=336 total=96950 latency=5.2s cache=94208/96614 (98%)
2026-07-15 04:04:09,496 WARNING tools.skills_tool: Skill name collision for 'research/research-and-innovation': 2 candidates — /root/.hermes/skills/research/research-and-innovation/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-and-innovation/SKILL.md
2026-07-15 04:04:09,496 INFO agent.tool_executor: tool skill_view failed (0.31s): {"success": false, "error": "Ambiguous skill name 'research/research-and-innovation': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its cate
2026-07-15 04:04:09,501 WARNING tools.skills_tool: Skill name collision for 'research/research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-15 04:04:09,503 INFO agent.tool_executor: tool skill_view failed (0.32s): {"success": false, "error": "Ambiguous skill name 'research/research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorize
2026-07-15 04:04:09,506 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.32s): {"success": false, "error": "Ambiguous skill name 'research/research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorize
2026-07-15 04:04:09,506 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.31s): {"success": false, "error": "Ambiguous skill name 'research/research-and-innovation': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its cate
2026-07-15 04:04:09,552 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5537 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:04:12,919 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5537 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:04:12,920 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #3: model=default provider=custom in=97203 out=164 total=97367 latency=3.4s cache=94592/97203 (97%)
2026-07-15 04:04:12,930 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool read_file returned error (0.00s): {"error": "Background review denied non-whitelisted tool: read_file. Only memory/skill tools are allowed."}
2026-07-15 04:04:12,931 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool read_file returned error (0.00s): {"error": "Background review denied non-whitelisted tool: read_file. Only memory/skill tools are allowed."}
2026-07-15 04:04:12,979 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5538 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:04:18,960 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5518 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:04:18,962 INFO [20260715_040346_6b892c] agent.conversation_loop: API call #2: model=default provider=custom in=26400 out=2989 total=29389 latency=26.0s cache=13312/26400 (50%)
2026-07-15 04:04:19,208 INFO [20260715_040346_6b892c] agent.tool_executor: tool patch completed (0.23s, 7147 chars)
2026-07-15 04:04:19,259 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5547 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:04:21,570 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5547 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:04:21,570 INFO [20260715_040346_6b892c] agent.conversation_loop: API call #3: model=default provider=custom in=31625 out=98 total=31723 latency=2.3s cache=24320/31625 (77%)
2026-07-15 04:04:21,679 INFO [20260715_040346_6b892c] agent.tool_executor: tool read_file completed (0.09s, 14054 chars)
2026-07-15 04:04:21,738 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5552 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:04:22,728 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5516 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:04:22,729 INFO [20260715_040345_cbaaab] agent.conversation_loop: API call #2: model=default provider=custom in=28397 out=3428 total=31825 latency=29.9s cache=13312/28397 (47%)
2026-07-15 04:04:22,756 INFO [20260715_040345_cbaaab] agent.tool_executor: tool todo completed (0.00s, 492 chars)
2026-07-15 04:04:22,782 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5553 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:04:28,239 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5552 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:04:28,241 INFO [20260715_040346_6b892c] agent.conversation_loop: API call #4: model=default provider=custom in=37090 out=564 total=37654 latency=6.5s cache=29568/37090 (80%)
2026-07-15 04:04:28,282 INFO [20260715_040346_6b892c] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/50 budget=4/50 tool_turns=3 last_msg_role=assistant response_len=1536 session=20260715_040346_6b892c
2026-07-15 04:04:28,294 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=async-delegate_2:135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:04:29,486 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5538 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:04:29,488 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #4: model=default provider=custom in=97391 out=1627 total=99018 latency=16.5s cache=95104/97391 (98%)
2026-07-15 04:04:29,516 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.02s): {"success": false, "error": "File must be under one of: assets, references, scripts, templates. Got: '/opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md'"}
2026-07-15 04:04:29,556 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5554 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:04:30,082 INFO gateway.run: Watch pattern notification — injecting for telegram chat=-1003707758328 thread=12
2026-07-15 04:04:30,100 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='[ASYNC DELEGATION BATCH COMPLETE — deleg_262fe0ee] A background fan-out of 1 sub' reply_to_id=None reply_to_text=''
2026-07-15 04:04:30,256 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 04:04:30,410 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_0:135524911138496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:04:30,515 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 04:04:30,545 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=106 msg='[NN Vo] [ASYNC DELEGATION BATCH COMPLETE — deleg_262fe0ee] A background fan-out ...'
2026-07-15 04:04:30,611 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5555 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:04:33,212 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5555 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:04:33,213 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=82383 out=186 total=82569 latency=2.6s
2026-07-15 04:04:33,234 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=39 last_msg_role=assistant response_len=653 session=20260712_081412_654c5f58
2026-07-15 04:04:33,263 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=3.2s api_calls=1 response=653 chars
2026-07-15 04:04:33,302 INFO gateway.platforms.base: [Telegram] Sending response (653 chars) to -1003707758328
2026-07-15 04:04:33,510 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5527 (_call):135522777257664 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:04:33,511 INFO [20260715_040344_66cbdc] agent.conversation_loop: API call #2: model=default provider=custom in=26508 out=4807 total=31315 latency=40.1s cache=13312/26508 (50%)
2026-07-15 04:04:33,623 INFO [20260715_040344_66cbdc] agent.tool_executor: tool read_file completed (0.09s, 635 chars)
2026-07-15 04:04:33,648 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5560 (_call):135522777257664 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:04:36,140 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5554 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:04:36,143 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #5: model=default provider=custom in=98201 out=762 total=98963 latency=6.6s cache=95360/98201 (97%)
2026-07-15 04:04:36,185 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.03s): {"success": false, "error": "Refusing background curator patch for skill 'research-pipeline': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, 
2026-07-15 04:04:36,230 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5561 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:04:36,894 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5560 (_call):135522777257664 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:04:36,896 INFO [20260715_040344_66cbdc] agent.conversation_loop: API call #3: model=default provider=custom in=26154 out=1099 total=27253 latency=3.3s
2026-07-15 04:04:37,161 INFO [20260715_040344_66cbdc] agent.tool_executor: tool patch completed (0.24s, 1931 chars)
2026-07-15 04:04:37,197 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5570 (_call):135522777257664 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:04:46,079 INFO gateway.run: kanban dispatcher [research-hub]: spawned=10 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-15 04:04:55,657 INFO [20260714_114920_9d9d2d3b] agent.conversation_compression: context compression done: session=20260714_114920_9d9d2d3b messages=206->93 rough_tokens=~68,018 awaiting_real_usage=true
2026-07-15 04:04:55,741 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5571 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:05:01,632 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5553 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:05:01,633 INFO [20260715_040345_cbaaab] agent.conversation_loop: API call #3: model=default provider=custom in=28719 out=4730 total=33449 latency=38.9s cache=26368/28719 (92%)
2026-07-15 04:05:02,891 INFO [20260715_040345_cbaaab] agent.tool_executor: tool patch completed (1.06s, 7389 chars)
2026-07-15 04:05:03,043 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5580 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:05:32,265 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5485 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:05:32,266 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #13: model=default provider=custom in=115820 out=290 total=116110 latency=126.1s cache=110208/115820 (95%)
2026-07-15 04:05:32,272 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool memory returned error (0.00s): {"error": "content is required for 'replace' action.", "success": false}

[Tool loop warning: same_tool_failure_warning; count=3; memory has failed 3 times this turn. This looks like a loop. Do not sw
2026-07-15 04:05:32,325 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5581 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:05:34,643 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5581 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:05:34,644 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #14: model=default provider=custom in=107535 out=283 total=107818 latency=2.3s
2026-07-15 04:05:34,652 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool memory returned error (0.01s): {"success": false, "error": "Memory at 2,136/2,200 chars. Adding this entry (291 chars) would exceed the limit. Consolidate now: use 'replace' to merge overlapping entries into shorter ones or 'remove
2026-07-15 04:05:34,698 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5582 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:00,535 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5580 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:00,548 INFO [20260715_040345_cbaaab] agent.conversation_loop: API call #4: model=default provider=custom in=34267 out=243 total=34510 latency=237.6s cache=26624/34267 (78%)
2026-07-15 04:09:00,744 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5570 (_call):135522777257664 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:00,746 INFO [20260715_040344_66cbdc] agent.conversation_loop: API call #4: model=default provider=custom in=28299 out=120 total=28419 latency=263.6s cache=3200/28299 (11%)
2026-07-15 04:09:01,039 INFO [20260715_040345_cbaaab] agent.tool_executor: tool todo completed (0.00s, 496 chars)
2026-07-15 04:09:01,271 INFO [20260715_040344_66cbdc] agent.tool_executor: tool read_file completed (0.17s, 8628 chars)
2026-07-15 04:09:01,364 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5587 (_call):135522777257664 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:02,263 INFO [20260715_040345_cbaaab] agent.tool_executor: tool read_file completed (0.19s, 10951 chars)
2026-07-15 04:09:02,353 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5592 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:05,696 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5561 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:05,701 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #6: model=default provider=custom in=98976 out=301 total=99277 latency=269.5s cache=10496/98976 (11%)
2026-07-15 04:09:05,985 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5582 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:05,986 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #15: model=default provider=custom in=117142 out=748 total=117890 latency=211.3s cache=112768/117142 (96%)
2026-07-15 04:09:06,040 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool memory completed (0.04s, 212 chars)
2026-07-15 04:09:06,085 WARNING tools.skills_tool: Skill name collision for 'research/research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-15 04:09:06,089 INFO agent.tool_executor: tool skill_view failed (0.37s): {"success": false, "error": "Ambiguous skill name 'research/research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorize
2026-07-15 04:09:06,196 WARNING tools.skills_tool: Skill name collision for 'research/research-and-innovation': 2 candidates — /root/.hermes/skills/research/research-and-innovation/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-and-innovation/SKILL.md
2026-07-15 04:09:06,196 INFO agent.tool_executor: tool skill_view failed (0.46s): {"success": false, "error": "Ambiguous skill name 'research/research-and-innovation': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its cate
2026-07-15 04:09:06,204 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.37s): {"success": false, "error": "Ambiguous skill name 'research/research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorize
2026-07-15 04:09:06,205 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.46s): {"success": false, "error": "Ambiguous skill name 'research/research-and-innovation': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its cate
2026-07-15 04:09:06,234 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5593 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:06,361 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5594 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:06,542 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5592 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:06,553 INFO [20260715_040345_cbaaab] agent.conversation_loop: API call #5: model=default provider=custom in=38995 out=330 total=39325 latency=4.2s cache=32256/38995 (83%)
2026-07-15 04:09:06,579 INFO [20260715_040345_cbaaab] agent.tool_executor: tool todo completed (0.00s, 494 chars)
2026-07-15 04:09:06,631 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5595 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:08,243 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5571 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:08,244 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #280: model=default provider=custom in=77588 out=569 total=78157 latency=252.5s cache=10496/77588 (14%)
2026-07-15 04:09:08,269 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=23/60 budget=20/60 tool_turns=39 last_msg_role=assistant response_len=1506 session=20260714_114920_9d9d2d3b
2026-07-15 04:09:08,330 INFO gateway.run: Queued follow-up for session agent:main:telegram:group:-1003707758328:20: final stream delivery not confirmed; sending first response before continuing.
2026-07-15 04:09:08,381 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:08,557 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 04:09:08,613 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=94 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-15 04:09:08,683 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5596 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:09,371 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_2:135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:09,475 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 04:09:09,505 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=94 msg='[NN Vo] tại sao bây h là 9:04 thứ 4 mag ko thấy noti ở brand monitoring'
2026-07-15 04:09:09,584 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5597 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:10,901 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5597 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:10,903 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #1: model=default provider=custom in=67489 out=15 total=67504 latency=1.4s cache=20332/67489 (30%)
2026-07-15 04:09:10,924 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool cronjob returned error (0.00s): {
  "success": true,
  "count": 4,
  "jobs": [
    {
      "job_id": "c9aa1946bd2a",
      "name": "notebooklm-auth-refresh",
      "skill": null,
      "skills": [],
      "prompt_preview": "",
     
2026-07-15 04:09:10,969 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5598 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:11,239 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5587 (_call):135522777257664 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:11,241 INFO [20260715_040344_66cbdc] agent.conversation_loop: API call #5: model=default provider=custom in=31791 out=943 total=32734 latency=9.9s cache=24448/31791 (77%)
2026-07-15 04:09:11,286 INFO [20260715_040344_66cbdc] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=5/50 budget=5/50 tool_turns=4 last_msg_role=assistant response_len=1343 session=20260715_040344_66cbdc
2026-07-15 04:09:11,315 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=async-delegate_1:135523356092096 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:11,693 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5593 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:11,693 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #16: model=default provider=custom in=117819 out=243 total=118062 latency=5.5s cache=114048/117819 (97%)
2026-07-15 04:09:11,701 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=16/16 budget=16/16 tool_turns=96 last_msg_role=assistant response_len=1048 session=20260710_094439_1cb443b1
2026-07-15 04:09:11,708 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:12,361 INFO gateway.run: Watch pattern notification — injecting for telegram chat=-1003707758328 thread=12
2026-07-15 04:09:12,377 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='[ASYNC DELEGATION BATCH COMPLETE — deleg_a8e42523] A background fan-out of 1 sub' reply_to_id=None reply_to_text=''
2026-07-15 04:09:12,542 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 04:09:12,650 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=108 msg='[NN Vo] [ASYNC DELEGATION BATCH COMPLETE — deleg_a8e42523] A background fan-out ...'
2026-07-15 04:09:12,733 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5599 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:12,978 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5595 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:12,980 INFO [20260715_040345_cbaaab] agent.conversation_loop: API call #6: model=default provider=custom in=39290 out=661 total=39951 latency=6.4s cache=36992/39290 (94%)
2026-07-15 04:09:12,988 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5594 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:12,991 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #7: model=default provider=custom in=99670 out=486 total=100156 latency=6.7s cache=96128/99670 (96%)
2026-07-15 04:09:13,025 INFO [20260715_040345_cbaaab] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=6/50 budget=6/50 tool_turns=5 last_msg_role=assistant response_len=1583 session=20260715_040345_cbaaab
2026-07-15 04:09:13,057 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=async-delegate_0:135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:13,139 WARNING [20260712_081412_654c5f58] tools.skills_tool: Skill name collision for './research/research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-15 04:09:13,140 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.15s): {"success": false, "error": "Ambiguous skill name './research/research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categori
2026-07-15 04:09:13,180 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5600 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:14,364 INFO gateway.run: Watch pattern notification — injecting for telegram chat=-1003707758328 thread=12
2026-07-15 04:09:14,747 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (252 chars)
2026-07-15 04:09:14,812 INFO [20260712_081412_654c5f58] run_agent: OpenAI client aborted (stream_interrupt_abort, shared=False, tcp_force_closed=0, deferred_close=stranger_thread) thread=hermes-gateway_1:135523347699392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:14,814 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=interrupted_during_api_call model=default api_calls=1/60 budget=1/60 tool_turns=39 last_msg_role=user response_len=65 session=20260712_081412_654c5f58
2026-07-15 04:09:15,096 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=109 msg='[NN Vo] [ASYNC DELEGATION BATCH COMPLETE — deleg_cee25847] A background fan-out ...'
2026-07-15 04:09:15,115 INFO [20260712_081412_654c5f58] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260712_081412_654c5f58)
2026-07-15 04:09:15,174 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5601 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:19,767 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5596 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:19,775 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #1: model=default provider=custom in=79289 out=797 total=80086 latency=11.1s cache=17920/79289 (23%)
2026-07-15 04:09:19,915 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool skill_view completed (0.14s, 7520 chars)
2026-07-15 04:09:19,950 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5602 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:26,889 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5601 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:26,890 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=99144 out=1824 total=100968 latency=11.7s cache=92928/99144 (94%)
2026-07-15 04:09:26,985 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_0:135524911138496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:27,097 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 04:09:27,141 INFO [20260712_081412_654c5f58] tools.async_delegation: Dispatched async delegation batch deleg_84125294 (1 task(s), session_key=agent:main:telegram:group:-1003707758328:12)
2026-07-15 04:09:27,141 INFO [20260712_081412_654c5f58] agent.tool_executor: tool delegate_task completed (0.22s, 375 chars)
2026-07-15 04:09:27,148 INFO [20260715_040926_8e6c7e] agent.turn_context: conversation turn: session=20260715_040926_8e6c7e model=default provider=custom platform=subagent history=0 msg='Bổ sung Priority Indicators section vào file topic.md của Indonesia'
2026-07-15 04:09:27,228 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5604 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:28,215 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_0:135524911138496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:28,369 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 04:09:28,415 INFO [20260712_081412_654c5f58] tools.async_delegation: Dispatched async delegation batch deleg_7be9f548 (1 task(s), session_key=agent:main:telegram:group:-1003707758328:12)
2026-07-15 04:09:28,416 INFO [20260712_081412_654c5f58] agent.tool_executor: tool delegate_task completed (0.26s, 376 chars)
2026-07-15 04:09:28,425 INFO [20260715_040928_e58940] agent.turn_context: conversation turn: session=20260715_040928_e58940 model=default provider=custom platform=subagent history=0 msg='Bổ sung Priority Indicators section vào file topic.md của Trung Quốc'
2026-07-15 04:09:28,503 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5606 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:29,493 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_0:135524911138496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:29,613 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 04:09:29,648 INFO [20260712_081412_654c5f58] tools.async_delegation: Dispatched async delegation batch deleg_7dd74312 (1 task(s), session_key=agent:main:telegram:group:-1003707758328:12)
2026-07-15 04:09:29,648 INFO [20260712_081412_654c5f58] agent.tool_executor: tool delegate_task completed (0.22s, 374 chars)
2026-07-15 04:09:29,656 INFO [20260715_040929_e4be78] agent.turn_context: conversation turn: session=20260715_040929_e4be78 model=default provider=custom platform=subagent history=0 msg='Bổ sung Priority Indicators section vào file topic.md của Việt Nam'
2026-07-15 04:09:29,741 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5608 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:31,112 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5604 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:31,113 INFO [20260715_040926_8e6c7e] agent.conversation_loop: API call #1: model=default provider=custom in=15344 out=204 total=15548 latency=3.9s cache=3200/15344 (21%)
2026-07-15 04:09:31,932 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5606 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:31,932 INFO [20260715_040928_e58940] agent.conversation_loop: API call #1: model=default provider=custom in=15358 out=303 total=15661 latency=3.4s cache=3200/15358 (21%)
2026-07-15 04:09:33,089 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5602 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:33,092 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #2: model=default provider=custom in=81191 out=1342 total=82533 latency=13.2s cache=77184/81191 (95%)
2026-07-15 04:09:33,098 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool patch returned error (0.00s): {"error": "Background review denied non-whitelisted tool: patch. Only memory/skill tools are allowed."}
2026-07-15 04:09:33,138 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5609 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:37,363 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5608 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:37,365 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #3: model=default provider=custom in=101254 out=612 total=101866 latency=7.7s cache=97024/101254 (96%)
2026-07-15 04:09:40,968 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5609 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:40,970 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #3: model=default provider=custom in=82279 out=1006 total=83285 latency=7.9s cache=79104/82279 (96%)
2026-07-15 04:09:41,007 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool skill_manage completed (0.03s, 534 chars)
2026-07-15 04:09:41,050 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5610 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:43,442 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=40 last_msg_role=assistant response_len=1050 session=20260712_081412_654c5f58
2026-07-15 04:09:43,454 INFO [20260715_040926_8e6c7e] agent.tool_executor: tool todo completed (0.00s, 498 chars)
2026-07-15 04:09:43,456 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5611 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:43,470 INFO [20260715_040928_e58940] agent.tool_executor: tool todo completed (0.00s, 573 chars)
2026-07-15 04:09:43,491 INFO gateway.run: Queued follow-up for session agent:main:telegram:group:-1003707758328:12: final stream delivery not confirmed; sending first response before continuing.
2026-07-15 04:09:43,519 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5613 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:43,530 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5612 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:44,427 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=114 msg='[NN Vo] cần đảm bảo cứ mỗi task research deliver (từ các quốc gia, gap aanalysis...'
2026-07-15 04:09:44,505 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5614 (_call):135522777257664 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:44,710 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5610 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:44,710 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #4: model=default provider=custom in=83390 out=192 total=83582 latency=3.7s cache=80256/83390 (96%)
2026-07-15 04:09:44,714 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool read_file returned error (0.00s): {"error": "Background review denied non-whitelisted tool: read_file. Only memory/skill tools are allowed."}
2026-07-15 04:09:44,747 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5615 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:45,554 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5613 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:45,555 INFO [20260715_040928_e58940] agent.conversation_loop: API call #2: model=default provider=custom in=15745 out=142 total=15887 latency=2.1s cache=13312/15745 (85%)
2026-07-15 04:09:45,675 INFO agent.tool_executor: tool read_file completed (0.10s, 14614 chars)
2026-07-15 04:09:45,701 INFO agent.tool_executor: tool read_file completed (0.13s, 26051 chars)
2026-07-15 04:09:45,767 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5624 (_call):135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:45,936 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5612 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:45,937 INFO [20260715_040926_8e6c7e] agent.conversation_loop: API call #2: model=default provider=custom in=15670 out=147 total=15817 latency=2.4s cache=13312/15670 (85%)
2026-07-15 04:09:46,058 INFO agent.tool_executor: tool read_file completed (0.11s, 3387 chars)
2026-07-15 04:09:46,078 INFO agent.tool_executor: tool read_file completed (0.13s, 26051 chars)
2026-07-15 04:09:46,147 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5633 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:46,580 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5611 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:46,581 INFO [20260715_040929_e4be78] agent.conversation_loop: API call #1: model=default provider=custom in=15351 out=257 total=15608 latency=3.1s cache=4352/15351 (28%)
2026-07-15 04:09:46,661 INFO gateway.run: kanban dispatcher: reaped 2 zombie worker(s), pids=[613264, 613266]
2026-07-15 04:09:46,741 INFO agent.tool_executor: tool read_file completed (0.14s, 26051 chars)
2026-07-15 04:09:46,749 INFO agent.tool_executor: tool read_file completed (0.15s, 8864 chars)
2026-07-15 04:09:46,861 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5642 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:48,423 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5600 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:48,427 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #8: model=default provider=custom in=99973 out=180 total=100153 latency=35.3s cache=97664/99973 (98%)
2026-07-15 04:09:48,540 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skills_list completed (0.11s, 2174 chars)
2026-07-15 04:09:48,589 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5643 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:49,746 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5615 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:49,747 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #5: model=default provider=custom in=73338 out=935 total=74273 latency=5.0s cache=12200/73338 (17%)
2026-07-15 04:09:49,784 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool skill_manage completed (0.03s, 184 chars)
2026-07-15 04:09:49,840 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5644 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:50,331 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5633 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:50,332 INFO [20260715_040926_8e6c7e] agent.conversation_loop: API call #3: model=default provider=custom in=24862 out=1214 total=26076 latency=4.2s
2026-07-15 04:09:50,598 INFO [20260715_040926_8e6c7e] agent.tool_executor: tool patch completed (0.23s, 2496 chars)
2026-07-15 04:09:50,640 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5653 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:50,805 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5614 (_call):135522777257664 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:50,808 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #4: model=default provider=custom in=101720 out=427 total=102147 latency=6.3s cache=99200/101720 (98%)
2026-07-15 04:09:50,912 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.09s, 5341 chars)
2026-07-15 04:09:50,963 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5658 (_call):135522777257664 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:54,693 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5624 (_call):135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:09:54,693 INFO [20260715_040928_e58940] agent.conversation_loop: API call #3: model=default provider=custom in=28634 out=1734 total=30368 latency=8.9s cache=12209/28634 (43%)
2026-07-15 04:09:54,930 INFO [20260715_040928_e58940] agent.tool_executor: tool patch completed (0.20s, 2600 chars)
2026-07-15 04:09:54,958 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5667 (_call):135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:10:05,234 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5667 (_call):135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:10:05,236 INFO [20260715_040928_e58940] agent.conversation_loop: API call #4: model=default provider=custom in=32081 out=194 total=32275 latency=10.3s cache=13696/32081 (43%)
2026-07-15 04:10:05,261 INFO [20260715_040928_e58940] agent.tool_executor: tool todo completed (0.00s, 581 chars)
2026-07-15 04:10:05,293 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5668 (_call):135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:10:07,543 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5668 (_call):135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:10:07,544 INFO [20260715_040928_e58940] agent.conversation_loop: API call #5: model=default provider=custom in=32468 out=113 total=32581 latency=2.3s cache=30080/32468 (93%)
2026-07-15 04:10:07,687 INFO [20260715_040928_e58940] agent.tool_executor: tool read_file completed (0.12s, 8245 chars)
2026-07-15 04:10:07,740 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5673 (_call):135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:10:12,359 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5673 (_call):135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:10:12,360 INFO [20260715_040928_e58940] agent.conversation_loop: API call #6: model=default provider=custom in=36018 out=397 total=36415 latency=4.6s cache=30464/36018 (85%)
2026-07-15 04:10:12,488 INFO [20260715_040928_e58940] agent.tool_executor: tool todo completed (0.00s, 579 chars)
2026-07-15 04:10:12,531 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5674 (_call):135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:10:14,642 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5599 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:10:18,214 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5674 (_call):135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:10:18,216 INFO [20260715_040928_e58940] agent.conversation_loop: API call #7: model=default provider=custom in=36401 out=601 total=37002 latency=5.7s cache=33920/36401 (93%)
2026-07-15 04:10:18,253 INFO [20260715_040928_e58940] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=7/50 budget=7/50 tool_turns=6 last_msg_role=assistant response_len=1417 session=20260715_040928_e58940
2026-07-15 04:10:18,270 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=async-delegate_0:135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:10:18,727 INFO gateway.run: Watch pattern notification — injecting for telegram chat=-1003707758328 thread=12
2026-07-15 04:10:20,598 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5658 (_call):135522777257664 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:10:20,600 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #5: model=default provider=custom in=103898 out=1013 total=104911 latency=29.7s cache=99712/103898 (96%)
2026-07-15 04:10:21,053 INFO [20260712_081412_654c5f58] agent.tool_executor: tool patch completed (0.43s, 2574 chars)
2026-07-15 04:10:21,119 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5683 (_call):135522777257664 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:10:24,763 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5683 (_call):135522777257664 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:10:24,765 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #6: model=default provider=custom in=105856 out=176 total=106032 latency=3.7s cache=102784/105856 (97%)
2026-07-15 04:10:25,041 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.22s, 8918 chars)
2026-07-15 04:10:25,119 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5688 (_call):135522777257664 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:10:32,350 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5688 (_call):135522777257664 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:10:32,352 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #7: model=default provider=custom in=109455 out=786 total=110241 latency=7.3s cache=103808/109455 (95%)
2026-07-15 04:10:32,577 INFO [20260712_081412_654c5f58] agent.tool_executor: tool patch completed (0.20s, 1904 chars)
2026-07-15 04:10:32,617 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5697 (_call):135522777257664 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:10:42,964 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5697 (_call):135522777257664 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:10:42,966 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #8: model=default provider=custom in=110887 out=1461 total=112348 latency=10.4s cache=107392/110887 (97%)
2026-07-15 04:10:43,202 INFO [20260712_081412_654c5f58] agent.tool_executor: tool patch completed (0.22s, 1815 chars)
2026-07-15 04:10:43,253 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5706 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:10:47,792 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5706 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:10:47,794 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #9: model=default provider=custom in=112927 out=297 total=113224 latency=4.6s cache=108800/112927 (96%)
2026-07-15 04:10:47,913 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.10s, 7307 chars)
2026-07-15 04:10:47,977 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5711 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:10:54,423 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5711 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:10:54,425 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #10: model=default provider=custom in=115383 out=681 total=116064 latency=6.5s cache=110848/115383 (96%)
2026-07-15 04:10:54,702 INFO [20260712_081412_654c5f58] agent.tool_executor: tool patch completed (0.25s, 4135 chars)
2026-07-15 04:10:54,750 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5720 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:10:59,342 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5720 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:10:59,343 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #11: model=default provider=custom in=117455 out=267 total=117722 latency=4.6s cache=113280/117455 (96%)
2026-07-15 04:10:59,379 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=8/60 budget=8/60 tool_turns=47 last_msg_role=assistant response_len=811 session=20260712_081412_654c5f58
2026-07-15 04:10:59,409 INFO gateway.run: Queued follow-up for session agent:main:telegram:group:-1003707758328:12: final stream delivery not confirmed; sending first response before continuing.
2026-07-15 04:11:00,113 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=130 msg='[NN Vo] [ASYNC DELEGATION BATCH COMPLETE — deleg_7be9f548] A background fan-out ...'
2026-07-15 04:11:00,213 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5721 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:11:04,250 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5721 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:11:04,252 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #12: model=default provider=custom in=119058 out=50 total=119108 latency=4.1s cache=115328/119058 (97%)
2026-07-15 04:11:04,278 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=47 last_msg_role=assistant response_len=68 session=20260712_081412_654c5f58
2026-07-15 04:11:04,338 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=112.0s api_calls=1 response=68 chars
2026-07-15 04:11:04,377 INFO gateway.platforms.base: [Telegram] Sending response (68 chars) to -1003707758328
2026-07-15 04:11:45,251 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5653 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:11:45,253 INFO [20260715_040926_8e6c7e] agent.conversation_loop: API call #4: model=default provider=custom in=27329 out=83 total=27412 latency=114.6s cache=4352/27329 (16%)
2026-07-15 04:11:45,391 INFO [20260715_040926_8e6c7e] agent.tool_executor: tool read_file completed (0.11s, 4932 chars)
2026-07-15 04:11:45,434 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5726 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:11:47,456 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5726 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:11:47,457 INFO [20260715_040926_8e6c7e] agent.conversation_loop: API call #5: model=default provider=custom in=28681 out=437 total=29118 latency=2.0s cache=20333/28681 (71%)
2026-07-15 04:11:47,478 INFO [20260715_040926_8e6c7e] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=5/50 budget=5/50 tool_turns=4 last_msg_role=assistant response_len=841 session=20260715_040926_8e6c7e
2026-07-15 04:11:47,492 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=async-delegate_2:135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:11:48,814 INFO gateway.run: Watch pattern notification — injecting for telegram chat=-1003707758328 thread=12
2026-07-15 04:11:48,837 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='[ASYNC DELEGATION BATCH COMPLETE — deleg_84125294] A background fan-out of 1 sub' reply_to_id=None reply_to_text=''
2026-07-15 04:11:48,979 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 04:11:49,089 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=133 msg='[NN Vo] [ASYNC DELEGATION BATCH COMPLETE — deleg_84125294] A background fan-out ...'
2026-07-15 04:11:49,138 INFO [20260712_081412_654c5f58] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260712_081412_654c5f58)
2026-07-15 04:11:49,189 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5727 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:11:51,735 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5644 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:11:51,741 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #6: model=default provider=custom in=84462 out=520 total=84982 latency=121.9s cache=17792/84462 (21%)
2026-07-15 04:11:51,778 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool skill_manage completed (0.02s, 204 chars)
2026-07-15 04:11:51,833 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5728 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:11:54,551 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5642 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:11:54,552 INFO [20260715_040929_e4be78] agent.conversation_loop: API call #2: model=default provider=custom in=27285 out=1222 total=28507 latency=127.7s cache=4352/27285 (16%)
2026-07-15 04:11:54,581 INFO [20260715_040929_e4be78] agent.tool_executor: tool todo completed (0.00s, 489 chars)
2026-07-15 04:11:54,611 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5729 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:12:09,918 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5643 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:12:09,920 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #9: model=default provider=custom in=100620 out=2744 total=103364 latency=141.4s cache=96896/100620 (96%)
2026-07-15 04:12:09,929 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool memory returned error (0.00s): {"success": false, "error": "After applying all 3 operations, memory would be at 1,872/1,375 chars -- over the limit. Remove or shorten more entries in the same batch (see current_entries below), then
2026-07-15 04:12:09,971 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5730 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:12:22,230 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5730 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:12:22,243 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #10: model=default provider=custom in=101421 out=365 total=101786 latency=12.3s cache=97920/101421 (97%)
2026-07-15 04:12:22,269 INFO [20260712_081412_654c5f58] agent.tool_executor: tool memory completed (0.01s, 201 chars)
2026-07-15 04:12:22,316 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5731 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:12:31,593 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5731 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:12:31,594 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #11: model=default provider=custom in=101803 out=862 total=102665 latency=9.3s cache=99328/101803 (98%)
2026-07-15 04:12:31,632 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.04s): {"success": false, "error": "Refusing background curator delete of skill 'research-pipeline': the consolidation pass may only archive a skill it has absorbed into an umbrella. Pass absorbed_into=<umbr
2026-07-15 04:12:32,670 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.03s): {"success": false, "error": "Refusing background curator delete of skill 'research-and-innovation': the consolidation pass may only archive a skill it has absorbed into an umbrella. Pass absorbed_into
2026-07-15 04:12:32,730 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5732 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:12:43,689 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5732 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:12:43,690 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #12: model=default provider=custom in=102381 out=875 total=103256 latency=11.0s cache=99712/102381 (97%)
2026-07-15 04:12:43,762 WARNING [20260712_081412_654c5f58] tools.skills_tool: Skill name collision for 'research-en': 2 candidates — /root/.hermes/skills/research/research-en/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-en/SKILL.md
2026-07-15 04:12:43,763 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.07s): {"success": false, "error": "Ambiguous skill name 'research-en': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", "matc
2026-07-15 04:12:43,803 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5733 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:12:52,605 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5733 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:12:52,606 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #13: model=default provider=custom in=102675 out=129 total=102804 latency=8.8s cache=100352/102675 (98%)
2026-07-15 04:12:52,669 WARNING [20260712_081412_654c5f58] tools.skills_tool: Skill name collision for 'policy-lab': 2 candidates — /root/.hermes/skills/research/policy-lab/SKILL.md; /opt/ai-os/products/ceo/skills/research/policy-lab/SKILL.md
2026-07-15 04:12:52,670 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.06s): {"success": false, "error": "Ambiguous skill name 'policy-lab': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", "match
2026-07-15 04:12:52,710 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5734 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:12:59,221 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5734 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:12:59,222 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #14: model=default provider=custom in=102969 out=402 total=103371 latency=6.5s cache=100608/102969 (98%)
2026-07-15 04:12:59,227 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=14/16 budget=14/16 tool_turns=52 last_msg_role=assistant response_len=1357 session=20260712_081412_654c5f58
2026-07-15 04:12:59,235 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:13:50,169 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[611491]
2026-07-15 04:14:10,452 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5728 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:14:10,456 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #7: model=default provider=custom in=85035 out=144 total=85179 latency=138.6s cache=81280/85035 (96%)
2026-07-15 04:14:10,522 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool skill_manage returned error (0.01s): {"success": false, "error": "old_string and new_string are identical", "file_preview": "---\nname: brand-monitoring\ndescription: Workflow for designing and deploying automated brand health and crisis
2026-07-15 04:14:10,569 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5735 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:14:12,216 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5598 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:14:12,219 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #2: model=default provider=custom in=79105 out=337 total=79442 latency=301.3s cache=75520/79105 (95%)
2026-07-15 04:14:13,762 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5735 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:14:13,763 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #8: model=default provider=custom in=85287 out=150 total=85437 latency=3.2s cache=82944/85287 (97%)
2026-07-15 04:14:13,781 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool skill_manage returned error (0.01s): {"success": false, "error": "old_string and new_string are identical", "file_preview": "---\nname: brand-monitoring\ndescription: Workflow for designing and deploying automated brand health and crisis
2026-07-15 04:14:13,819 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5736 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:14:16,374 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5736 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:14:16,375 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #9: model=default provider=custom in=76078 out=144 total=76222 latency=2.6s
2026-07-15 04:14:16,401 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=9/16 budget=9/16 tool_turns=47 last_msg_role=assistant response_len=508 session=20260714_114920_9d9d2d3b
2026-07-15 04:14:16,406 INFO [20260714_114920_9d9d2d3b] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:14:18,409 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5727 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:14:18,412 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #13: model=default provider=custom in=120122 out=37 total=120159 latency=149.2s cache=90752/120122 (76%)
2026-07-15 04:14:18,451 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=47 last_msg_role=assistant response_len=40 session=20260712_081412_654c5f58
2026-07-15 04:14:18,514 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=149.7s api_calls=1 response=40 chars
2026-07-15 04:14:18,566 INFO gateway.platforms.base: [Telegram] Sending response (40 chars) to -1003707758328
2026-07-15 04:14:25,852 WARNING hermes_cli.plugins: Plugin operate/handoff-task: unknown kind 'command' (valid: backend, exclusive, model-provider, platform, standalone); treating as 'standalone'
2026-07-15 04:14:25,973 INFO hermes_cli.plugins: Plugin 'browser-browser-use' registered browser provider: browser-use
2026-07-15 04:14:25,974 INFO hermes_cli.plugins: Plugin 'browser-browserbase' registered browser provider: browserbase
2026-07-15 04:14:25,975 INFO hermes_cli.plugins: Plugin 'browser-firecrawl' registered browser provider: firecrawl
2026-07-15 04:14:26,174 INFO hermes_cli.plugins: Plugin 'fal' registered image_gen provider: fal
2026-07-15 04:14:26,175 INFO hermes_cli.plugins: Plugin 'krea' registered image_gen provider: krea
2026-07-15 04:14:26,176 INFO hermes_cli.plugins: Plugin 'openai' registered image_gen provider: openai
2026-07-15 04:14:26,177 INFO hermes_cli.plugins: Plugin 'openai-codex' registered image_gen provider: openai-codex
2026-07-15 04:14:26,178 INFO hermes_cli.plugins: Plugin 'openrouter' registered image_gen provider: openrouter
2026-07-15 04:14:26,178 INFO hermes_cli.plugins: Plugin 'openrouter' registered image_gen provider: nous
2026-07-15 04:14:26,180 INFO hermes_cli.plugins: Plugin 'xai' registered image_gen provider: xai
2026-07-15 04:14:26,192 INFO hermes_cli.plugins: Plugin 'fal' registered video_gen provider: fal
2026-07-15 04:14:26,193 INFO hermes_cli.plugins: Plugin 'xai' registered video_gen provider: xai
2026-07-15 04:14:26,195 INFO hermes_cli.plugins: Plugin 'web-brave-free' registered web provider: brave-free
2026-07-15 04:14:26,197 INFO hermes_cli.plugins: Plugin 'web-ddgs' registered web provider: ddgs
2026-07-15 04:14:26,198 INFO hermes_cli.plugins: Plugin 'web-exa' registered web provider: exa
2026-07-15 04:14:26,201 INFO hermes_cli.plugins: Plugin 'web-firecrawl' registered web provider: firecrawl
2026-07-15 04:14:26,203 INFO hermes_cli.plugins: Plugin 'web-parallel' registered web provider: parallel
2026-07-15 04:14:26,204 INFO hermes_cli.plugins: Plugin 'web-searxng' registered web provider: searxng
2026-07-15 04:14:26,206 INFO hermes_cli.plugins: Plugin 'web-tavily' registered web provider: tavily
2026-07-15 04:14:26,207 INFO hermes_cli.plugins: Plugin 'web-xai' registered web provider: xai
2026-07-15 04:14:26,329 WARNING hermes_cli.plugins: Plugin 'ai-os' tried to register command '/handoff' which conflicts with a built-in command. Skipping.
2026-07-15 04:14:26,330 INFO hermes_cli.plugins: Plugin discovery complete: 53 found, 45 enabled
2026-07-15 04:14:41,861 WARNING [20260714_114920_9d9d2d3b] tools.send_message_tool: Parse mode MarkdownV2 failed in _send_telegram, falling back to plain text: Can't parse entities: character '(' is reserved and must be escaped with the preceding '\'
2026-07-15 04:14:42,129 WARNING [20260714_114920_9d9d2d3b] tools.send_message_tool: Parse mode MarkdownV2 failed in _send_telegram, falling back to plain text: Can't parse entities: character '(' is reserved and must be escaped with the preceding '\'
2026-07-15 04:14:42,412 WARNING [20260714_114920_9d9d2d3b] tools.send_message_tool: Parse mode MarkdownV2 failed in _send_telegram, falling back to plain text: Can't parse entities: character '(' is reserved and must be escaped with the preceding '\'
2026-07-15 04:14:45,873 WARNING [20260714_114920_9d9d2d3b] tools.send_message_tool: Parse mode MarkdownV2 failed in _send_telegram, falling back to plain text: Can't parse entities: character '(' is reserved and must be escaped with the preceding '\'
2026-07-15 04:14:46,162 WARNING [20260714_114920_9d9d2d3b] tools.send_message_tool: Parse mode MarkdownV2 failed in _send_telegram, falling back to plain text: Can't parse entities: character '(' is reserved and must be escaped with the preceding '\'
2026-07-15 04:14:50,311 INFO gateway.run: kanban dispatcher: reaped 2 zombie worker(s), pids=[611496, 605225]
2026-07-15 04:14:51,177 ERROR [20260714_114920_9d9d2d3b] cron.scheduler: Job 'd8f3f494ccfd': delivery error: Telegram send failed: Timed out
2026-07-15 04:14:51,203 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool cronjob completed (38.94s, 742 chars)
2026-07-15 04:14:51,281 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5738 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:15:02,402 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5738 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:15:02,403 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #3: model=default provider=custom in=79481 out=780 total=80261 latency=11.1s cache=10624/79481 (13%)
2026-07-15 04:15:02,683 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool terminal returned error (0.15s): {"output": "Traceback (most recent call last):\n  File \"<string>\", line 6, in <module>\nsqlite3.OperationalError: no such column: source_id", "exit_code": 1, "error": null}
2026-07-15 04:15:02,809 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5740 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:15:06,147 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5729 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:15:06,148 INFO [20260715_040929_e4be78] agent.conversation_loop: API call #3: model=default provider=custom in=27618 out=7403 total=35021 latency=191.6s cache=13312/27618 (48%)
2026-07-15 04:15:06,556 INFO [20260715_040929_e4be78] agent.tool_executor: tool patch completed (0.38s, 10787 chars)
2026-07-15 04:15:06,598 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5740 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:15:06,598 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #4: model=default provider=custom in=79965 out=290 total=80255 latency=3.8s cache=77440/79965 (97%)
2026-07-15 04:15:06,611 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5749 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:15:06,768 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool terminal returned error (0.12s): {"output": "Traceback (most recent call last):\n  File \"<string>\", line 7, in <module>\nsqlite3.OperationalError: no such column: title", "exit_code": 1, "error": null}
2026-07-15 04:15:06,828 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5751 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:15:10,720 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5749 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:15:10,722 INFO [20260715_040929_e4be78] agent.conversation_loop: API call #4: model=default provider=custom in=35838 out=164 total=36002 latency=4.1s cache=25600/35838 (71%)
2026-07-15 04:15:10,739 INFO [20260715_040929_e4be78] agent.tool_executor: tool todo completed (0.00s, 493 chars)
2026-07-15 04:15:10,768 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5752 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:15:11,006 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5751 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:15:11,007 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #5: model=default provider=custom in=80322 out=257 total=80579 latency=4.2s cache=78208/80322 (97%)
2026-07-15 04:15:11,142 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.12s, 602 chars)
2026-07-15 04:15:11,179 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5754 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:15:15,516 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5752 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:15:15,519 INFO [20260715_040929_e4be78] agent.conversation_loop: API call #5: model=default provider=custom in=36130 out=118 total=36248 latency=4.8s cache=33792/36130 (94%)
2026-07-15 04:15:15,641 INFO [20260715_040929_e4be78] agent.tool_executor: tool read_file completed (0.11s, 16525 chars)
2026-07-15 04:15:15,708 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5759 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:15:21,450 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5754 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:15:21,453 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #6: model=default provider=custom in=80862 out=844 total=81706 latency=10.3s cache=78464/80862 (97%)
2026-07-15 04:15:21,637 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool terminal returned error (0.14s): {"output": "Traceback (most recent call last):\n  File \"<string>\", line 14, in <module>\nsqlite3.OperationalError: no such column: title\ncols: ['id', 'source_id', 'title', 'fetched_at']\n(1214, 'Ti
2026-07-15 04:15:21,731 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5761 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:15:21,987 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5759 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:15:21,988 INFO [20260715_040929_e4be78] agent.conversation_loop: API call #6: model=default provider=custom in=43059 out=526 total=43585 latency=6.3s cache=34048/43059 (79%)
2026-07-15 04:15:22,121 INFO [20260715_040929_e4be78] agent.tool_executor: tool read_file completed (0.11s, 442 chars)
2026-07-15 04:15:22,176 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5766 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:15:32,838 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5761 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:15:32,841 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #7: model=default provider=custom in=82501 out=1078 total=83579 latency=11.1s cache=78848/82501 (96%)
2026-07-15 04:15:32,982 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.12s, 157 chars)
2026-07-15 04:15:33,030 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5768 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:15:38,625 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5766 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:15:38,626 INFO [20260715_040929_e4be78] agent.conversation_loop: API call #7: model=default provider=custom in=43375 out=2766 total=46141 latency=16.5s cache=40960/43375 (94%)
2026-07-15 04:15:38,872 INFO [20260715_040929_e4be78] agent.tool_executor: tool patch completed (0.20s, 7406 chars)
2026-07-15 04:15:38,906 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5777 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:18:51,463 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[611488]
2026-07-15 04:19:19,708 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5777 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:19:19,710 INFO [20260715_040929_e4be78] agent.conversation_loop: API call #8: model=default provider=custom in=48980 out=582 total=49562 latency=220.8s cache=41344/48980 (84%)
2026-07-15 04:19:19,907 INFO [20260715_040929_e4be78] agent.tool_executor: tool read_file completed (0.11s, 1883 chars)
2026-07-15 04:19:19,964 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5782 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:19:30,419 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5768 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:19:30,422 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #8: model=default provider=custom in=82800 out=2585 total=85385 latency=237.4s cache=80384/82800 (97%)
2026-07-15 04:19:30,470 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool cronjob completed (0.01s, 689 chars)
2026-07-15 04:19:31,490 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool cronjob completed (0.01s, 613 chars)
2026-07-15 04:19:31,561 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5783 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:20:19,664 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5782 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:20:19,665 INFO [20260715_040929_e4be78] agent.conversation_loop: API call #9: model=default provider=custom in=49917 out=181 total=50098 latency=59.7s cache=46976/49917 (94%)
2026-07-15 04:20:19,786 INFO [20260715_040929_e4be78] agent.tool_executor: tool read_file completed (0.10s, 2350 chars)
2026-07-15 04:20:19,838 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5788 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:20:21,065 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5783 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:20:21,066 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #9: model=default provider=custom in=83453 out=334 total=83787 latency=49.5s cache=80768/83453 (97%)
2026-07-15 04:20:21,270 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.18s, 75 chars)
2026-07-15 04:20:21,315 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5790 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:20:24,869 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5790 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:20:24,870 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #10: model=default provider=custom in=83708 out=279 total=83987 latency=3.6s cache=81408/83708 (97%)
2026-07-15 04:20:24,968 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool terminal returned error (0.08s): {"output": "Traceback (most recent call last):\n  File \"<string>\", line 7, in <module>\nsqlite3.OperationalError: no such column: status", "exit_code": 1, "error": null}
2026-07-15 04:20:25,027 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5792 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:20:28,227 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5792 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:20:28,228 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #11: model=default provider=custom in=84054 out=253 total=84307 latency=3.2s cache=81920/84054 (97%)
2026-07-15 04:20:28,361 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.12s, 2337 chars)
2026-07-15 04:20:28,400 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5794 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:20:32,549 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5794 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:20:32,551 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #12: model=default provider=custom in=85433 out=362 total=85795 latency=4.2s cache=82304/85433 (96%)
2026-07-15 04:20:32,693 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.12s, 80 chars)
2026-07-15 04:20:32,735 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5796 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:20:34,164 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5788 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:20:34,165 INFO [20260715_040929_e4be78] agent.conversation_loop: API call #10: model=default provider=custom in=50991 out=118 total=51109 latency=14.3s cache=47872/50991 (94%)
2026-07-15 04:20:34,275 INFO [20260715_040929_e4be78] agent.tool_executor: tool read_file completed (0.09s, 2963 chars)
2026-07-15 04:20:34,305 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5801 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:20:35,684 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5796 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:20:35,685 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #13: model=default provider=custom in=85835 out=184 total=86019 latency=3.0s cache=83712/85835 (98%)
2026-07-15 04:20:36,940 WARNING hermes_cli.plugins: Plugin operate/handoff-task: unknown kind 'command' (valid: backend, exclusive, model-provider, platform, standalone); treating as 'standalone'
2026-07-15 04:20:37,268 INFO hermes_cli.plugins: Plugin 'browser-browser-use' registered browser provider: browser-use
2026-07-15 04:20:37,273 INFO hermes_cli.plugins: Plugin 'browser-browserbase' registered browser provider: browserbase
2026-07-15 04:20:37,276 INFO hermes_cli.plugins: Plugin 'browser-firecrawl' registered browser provider: firecrawl
2026-07-15 04:20:37,350 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5801 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:20:37,351 INFO [20260715_040929_e4be78] agent.conversation_loop: API call #11: model=default provider=custom in=52292 out=166 total=52458 latency=3.1s cache=48896/52292 (94%)
2026-07-15 04:20:37,514 INFO [20260715_040929_e4be78] agent.tool_executor: tool read_file completed (0.14s, 1701 chars)
2026-07-15 04:20:37,549 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5807 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:20:37,596 INFO hermes_cli.plugins: Plugin 'fal' registered image_gen provider: fal
2026-07-15 04:20:37,597 INFO hermes_cli.plugins: Plugin 'krea' registered image_gen provider: krea
2026-07-15 04:20:37,599 INFO hermes_cli.plugins: Plugin 'openai' registered image_gen provider: openai
2026-07-15 04:20:37,601 INFO hermes_cli.plugins: Plugin 'openai-codex' registered image_gen provider: openai-codex
2026-07-15 04:20:37,602 INFO hermes_cli.plugins: Plugin 'openrouter' registered image_gen provider: openrouter
2026-07-15 04:20:37,602 INFO hermes_cli.plugins: Plugin 'openrouter' registered image_gen provider: nous
2026-07-15 04:20:37,606 INFO hermes_cli.plugins: Plugin 'xai' registered image_gen provider: xai
2026-07-15 04:20:37,641 INFO hermes_cli.plugins: Plugin 'fal' registered video_gen provider: fal
2026-07-15 04:20:37,643 INFO hermes_cli.plugins: Plugin 'xai' registered video_gen provider: xai
2026-07-15 04:20:37,650 INFO hermes_cli.plugins: Plugin 'web-brave-free' registered web provider: brave-free
2026-07-15 04:20:37,653 INFO hermes_cli.plugins: Plugin 'web-ddgs' registered web provider: ddgs
2026-07-15 04:20:37,657 INFO hermes_cli.plugins: Plugin 'web-exa' registered web provider: exa
2026-07-15 04:20:37,664 INFO hermes_cli.plugins: Plugin 'web-firecrawl' registered web provider: firecrawl
2026-07-15 04:20:37,668 INFO hermes_cli.plugins: Plugin 'web-parallel' registered web provider: parallel
2026-07-15 04:20:37,671 INFO hermes_cli.plugins: Plugin 'web-searxng' registered web provider: searxng
2026-07-15 04:20:37,677 INFO hermes_cli.plugins: Plugin 'web-tavily' registered web provider: tavily
2026-07-15 04:20:37,681 INFO hermes_cli.plugins: Plugin 'web-xai' registered web provider: xai
2026-07-15 04:20:37,941 WARNING hermes_cli.plugins: Plugin 'ai-os' tried to register command '/handoff' which conflicts with a built-in command. Skipping.
2026-07-15 04:20:37,941 INFO hermes_cli.plugins: Plugin discovery complete: 53 found, 45 enabled
2026-07-15 04:20:52,213 WARNING tools.send_message_tool: Parse mode MarkdownV2 failed in _send_telegram, falling back to plain text: Can't parse entities: character '(' is reserved and must be escaped with the preceding '\'
2026-07-15 04:20:52,327 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5807 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:20:52,331 INFO [20260715_040929_e4be78] agent.conversation_loop: API call #12: model=default provider=custom in=53164 out=1730 total=54894 latency=14.8s cache=50176/53164 (94%)
2026-07-15 04:20:52,607 INFO [20260715_040929_e4be78] agent.tool_executor: tool patch completed (0.25s, 1305 chars)
2026-07-15 04:20:52,642 WARNING tools.send_message_tool: Parse mode MarkdownV2 failed in _send_telegram, falling back to plain text: Can't parse entities: character '(' is reserved and must be escaped with the preceding '\'
2026-07-15 04:20:52,648 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5816 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:20:52,911 WARNING tools.send_message_tool: Parse mode MarkdownV2 failed in _send_telegram, falling back to plain text: Can't parse entities: character '(' is reserved and must be escaped with the preceding '\'
2026-07-15 04:20:54,953 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (19.25s, 122 chars)
2026-07-15 04:20:55,031 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5817 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:20:55,433 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5816 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:20:55,438 INFO [20260715_040929_e4be78] agent.conversation_loop: API call #13: model=default provider=custom in=53826 out=137 total=53963 latency=2.8s cache=51072/53826 (95%)
2026-07-15 04:20:55,575 INFO [20260715_040929_e4be78] agent.tool_executor: tool read_file completed (0.11s, 10397 chars)
2026-07-15 04:20:55,620 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5822 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:20:59,093 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5822 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:20:59,094 INFO [20260715_040929_e4be78] agent.conversation_loop: API call #14: model=default provider=custom in=58194 out=229 total=58423 latency=3.5s cache=51712/58194 (89%)
2026-07-15 04:20:59,267 INFO [20260715_040929_e4be78] agent.tool_executor: tool read_file completed (0.14s, 2010 chars)
2026-07-15 04:20:59,350 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5827 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:21:00,897 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5817 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:21:00,898 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #14: model=default provider=custom in=86070 out=328 total=86398 latency=5.9s cache=83968/86070 (98%)
2026-07-15 04:21:00,950 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=14/60 budget=14/60 tool_turns=52 last_msg_role=assistant response_len=762 session=20260714_114920_9d9d2d3b
2026-07-15 04:21:00,986 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=2594.7s api_calls=14 response=762 chars
2026-07-15 04:21:01,012 WARNING gateway.session: gateway.session: routing key 'agent:main:telegram:group:-1003707758328:20' -> 20260714_114920_9d9d2d3b is ended in state.db but still live in sessions.json; dropping stale entry and recovering/recreating the session (#54878)
2026-07-15 04:21:01,039 INFO gateway.platforms.base: [Telegram] Sending response (762 chars) to -1003707758328
2026-07-15 04:21:01,312 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5827 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:21:01,312 INFO [20260715_040929_e4be78] agent.conversation_loop: API call #15: model=default provider=custom in=52009 out=427 total=52436 latency=2.0s
2026-07-15 04:21:01,339 INFO [20260715_040929_e4be78] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=15/50 budget=15/50 tool_turns=14 last_msg_role=assistant response_len=767 session=20260715_040929_e4be78
2026-07-15 04:21:01,366 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=async-delegate_1:135523356092096 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:21:01,428 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:21:01,523 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 04:21:01,558 INFO [20260715_040929_e4be78] agent.turn_context: conversation turn: session=20260715_040929_e4be78 model=default provider=custom platform=subagent history=31 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-15 04:21:01,591 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5828 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:21:03,177 INFO gateway.run: Watch pattern notification — injecting for telegram chat=-1003707758328 thread=12
2026-07-15 04:21:03,189 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='[ASYNC DELEGATION BATCH COMPLETE — deleg_7dd74312] A background fan-out of 1 sub' reply_to_id=None reply_to_text=''
2026-07-15 04:21:03,411 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 04:21:03,503 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=135 msg='[NN Vo] [ASYNC DELEGATION BATCH COMPLETE — deleg_7dd74312] A background fan-out ...'
2026-07-15 04:21:03,523 INFO [20260712_081412_654c5f58] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260712_081412_654c5f58)
2026-07-15 04:21:03,569 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5829 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:21:51,795 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[611486]
2026-07-15 04:25:33,542 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5829 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:25:33,544 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #14: model=default provider=custom in=121210 out=444 total=121654 latency=270.0s cache=118016/121210 (97%)
2026-07-15 04:25:33,926 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.29s, 752 chars)
2026-07-15 04:25:34,000 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5831 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:25:40,541 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5831 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:25:40,542 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #15: model=default provider=custom in=121929 out=461 total=122390 latency=6.6s cache=116992/121929 (96%)
2026-07-15 04:25:40,565 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=48 last_msg_role=assistant response_len=882 session=20260712_081412_654c5f58
2026-07-15 04:25:40,608 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=277.4s api_calls=2 response=882 chars
2026-07-15 04:25:40,641 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:25:40,662 INFO gateway.platforms.base: [Telegram] Sending response (882 chars) to -1003707758328
2026-07-15 04:25:40,736 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 04:25:40,776 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=138 msg='Review the conversation above and update two things:  **Memory**: who the user i...'
2026-07-15 04:25:40,825 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5832 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:25:47,981 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (401 chars)
2026-07-15 04:25:47,997 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tôi thấy logic skip not vn của bạn bỏ sót rất nhiều bài ko phải của fulbright pa' reply_to_id=20 reply_to_text=''
2026-07-15 04:25:48,198 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 04:25:48,300 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=123 msg='[NN Vo] tôi thấy logic skip not vn của bạn bỏ sót rất nhiều bài ko phải của fulb...'
2026-07-15 04:25:48,361 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5833 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:25:52,146 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5828 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:25:52,147 INFO [20260715_040929_e4be78] agent.conversation_loop: API call #1: model=default provider=custom in=60004 out=1914 total=61918 latency=290.6s cache=3200/60004 (5%)
2026-07-15 04:25:52,153 INFO [20260715_040929_e4be78] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/16 budget=1/16 tool_turns=14 last_msg_role=assistant response_len=1090 session=20260715_040929_e4be78
2026-07-15 04:25:52,159 INFO [20260715_040929_e4be78] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:25:53,833 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5833 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:25:53,834 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #15: model=default provider=custom in=86542 out=443 total=86985 latency=5.5s cache=84352/86542 (97%)
2026-07-15 04:25:53,981 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.12s, 5307 chars)
2026-07-15 04:25:54,047 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5835 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:25:57,235 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5832 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:25:57,236 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=123089 out=1319 total=124408 latency=16.4s cache=87040/123089 (71%)
2026-07-15 04:25:57,249 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool memory returned error (0.01s): {"success": false, "error": "Memory at 2,105/2,200 chars. Adding this entry (250 chars) would exceed the limit. Consolidate now: use 'replace' to merge overlapping entries into shorter ones or 'remove
2026-07-15 04:25:58,257 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool memory returned error (0.01s): {"success": false, "error": "Memory at 1,295/1,375 chars. Adding this entry (383 chars) would exceed the limit. Consolidate now: use 'replace' to merge overlapping entries into shorter ones or 'remove
2026-07-15 04:25:58,302 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5836 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:25:58,619 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5835 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:25:58,620 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #16: model=default provider=custom in=89128 out=384 total=89512 latency=4.6s cache=84864/89128 (95%)
2026-07-15 04:25:58,717 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.08s, 161 chars)
2026-07-15 04:25:58,757 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5838 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:26:07,284 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5836 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:26:07,291 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=124591 out=687 total=125278 latency=9.0s cache=121088/124591 (97%)
2026-07-15 04:26:07,316 INFO [20260712_081412_654c5f58] agent.tool_executor: tool memory completed (0.02s, 204 chars)
2026-07-15 04:26:08,321 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool memory returned error (0.00s): {"success": false, "error": "No entry matched 'Scale, 21, APA citations, Tailscale Funnel links for files.\n\"Kanban governance: never auto-complete before CEO approval. Tasks end blocked+ceo; no fork
2026-07-15 04:26:08,380 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5839 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:26:10,853 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5839 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:26:10,854 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #3: model=default provider=custom in=108251 out=191 total=108442 latency=2.5s
2026-07-15 04:26:10,868 INFO [20260712_081412_654c5f58] agent.tool_executor: tool memory completed (0.01s, 204 chars)
2026-07-15 04:26:10,914 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5840 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:26:13,828 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5840 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:26:13,830 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #4: model=default provider=custom in=108708 out=496 total=109204 latency=2.9s cache=101755/108708 (94%)
2026-07-15 04:26:13,930 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.10s): {"success": false, "error": "Skill '' not found in active profile 'default'. Use skills_list() to see available skills."}
2026-07-15 04:26:13,971 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5841 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:26:36,681 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5838 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:26:36,684 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #17: model=default provider=custom in=89594 out=3420 total=93014 latency=37.9s cache=87424/89594 (98%)
2026-07-15 04:26:36,905 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.19s, 199 chars)
2026-07-15 04:26:36,951 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5843 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:27:09,970 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (161 chars)
2026-07-15 04:27:09,987 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='A cho đúng quy trình, dù tôi có thấy phần grill-qa comment nhưng có thể là comme' reply_to_id=12 reply_to_text=''
2026-07-15 04:27:10,138 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 04:27:10,220 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=139 msg='[NN Vo] A cho đúng quy trình, dù tôi có thấy phần grill-qa comment nhưng có thể ...'
2026-07-15 04:27:10,244 INFO [20260712_081412_654c5f58] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260712_081412_654c5f58)
2026-07-15 04:27:10,292 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5844 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:32:52,992 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[611487]
2026-07-15 04:32:53,113 INFO gateway.run: kanban dispatcher [research-hub]: spawned=1 reclaimed=0 crashed=1 timed_out=0 promoted=1 auto_blocked=1
2026-07-15 04:36:07,122 INFO agent.chat_completion_helpers: Streaming failed before delivery: Error code: 429 - {'error': {'message': '[gemini/gemini-2.5-pro] [429]: {\n  "error": {\n    "code": 429,\n    "message": "You exceeded your current quota, please check your plan and billing details. For more information on this error, head to: https://ai.google.dev/gemini-api/docs/rate-limits. To monitor your current usage, head to: https://ai.dev/rate-limit. \\n* Quota exceeded for metric: generativelanguage.googleapis.com/generate_content_free_tier_input_token_count, limit: 0, model: gemini-2.5-pro\\n* Quota exceeded for metric: generativelanguage.googleapis.com/generate_content_free_tier_input_token_count, limit: 0, model: gemini-2.5-pro\\n* Quota exceeded for metric: generativelanguage.googleapis.com/generate_content_free_tier_requests, limit: 0, model: gemini-2.5-pro\\n* Quota exceeded for metric: generativelanguage.googleapis.com/generate_content_free_tier_requests, limit: 0, model: gemini-2.5-pro\\nPlease retry in 53.157716422s.",\n    "status": "RESOURCE_EXHAUSTED",\n    "details": [\n      {\n        "@type": "type.googleapis.com/google.rpc.Help",\n        "links": [\n          {\n            "description": "Learn more about Gemini API quotas",\n            "url": "https://ai.google.dev/gemini-api/docs/rate-limits"\n          }\n        ]\n      },\n      {\n        "@type": "type.googleapis.com/google.rpc.QuotaFailure",\n        "violations": [\n          {\n            "quotaMetric": "generativelanguage.googleapis.com/generate_content_free_tier_input_token_count",\n            "quotaId": "GenerateContentInputTokensPerModelPerDay-FreeTier",\n            "quotaDimensions": {\n              "model": "gemini-2.5-pro",\n              "location": "global"\n            }\n          },\n          {\n            "quotaMetric": "generativelanguage.googleapis.com/generate_content_free_tier_input_token_count",\n            "quotaId": "GenerateContentInputTokensPerModelPerMinute-FreeTier",\n            "quotaDimensions": {\n              "location": "global",\n              "model": "gemini-2.5-pro"\n            }\n          },\n          {\n            "quotaMetric": "generativelanguage.googleapis.com/generate_content_free_tier_requests",\n            "quotaId": "GenerateRequestsPerMinutePerProjectPerModel-FreeTier",\n            "quotaDimensions": {\n              "model": "gemini-2.5-pro",\n              "location": "global"\n            }\n          },\n          {\n            "quotaMetric": "generativelanguage.googleapis.com/generate_content_free_tier_requests",\n            "quotaId": "GenerateRequestsPerDayPerProjectPerModel-FreeTier",\n            "quotaDimensions": {\n              "location": "global",\n              "model": "gemini-2.5-pro"\n            }\n          }\n        ]\n      },\n      {\n        "@type": "type.googleapis.com/google.rpc.RetryInfo",\n        "retryDelay": "53s"\n      }\n    ]\n  }\n}\n (reset after 5m)'}}
2026-07-15 04:36:07,123 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5841 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:36:07,131 WARNING [20260712_081412_654c5f58] agent.conversation_loop: API call failed (attempt 1/3) error_type=RateLimitError thread=bg-review:135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default summary=HTTP 429: [gemini/gemini-2.5-pro] [429]: {
  "error": {
    "code": 429,
    "message": "You exceeded your current quota, please check your plan and billing details. For more information on this error, head to: https://ai.google.dev/gemini-api/docs/rate-limits. To monitor your current usage, head to: https://
2026-07-15 04:36:07,136 WARNING [20260712_081412_654c5f58] agent.conversation_loop: Retrying API call in 2.4470167429569036s (attempt 1/3) thread=bg-review:135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default policy=default error=Error code: 429 - {'error': {'message': '[gemini/gemini-2.5-pro] [429]: {\n  "error": {\n    "code": 429,\n    "message": "You exceeded your current quota, please check your plan and billing details. For more information on this error, head to: https://ai.google.dev/gemini-api/docs/rate-limits. To monitor your current usage, head to: https://ai.dev/rate-limit. \\n* Quota exceeded for metric: generativelanguage.googleapis.com/generate_content_free_tier_input_token_count, limit: 0, model: gemini-2.5-pro\\n* Quota exceeded for metric: generativelanguage.googleapis.com/generate_content_free_tier_input_token_count, limit: 0, model: gemini-2.5-pro\\n* Quota exceeded for metric: generativelanguage.googleapis.com/generate_content_free_tier_requests, limit: 0, model: gemini-2.5-pro\\n* Quota exceeded for metric: generativelanguage.googleapis.com/generate_content_free_tier_requests, limit: 0, model: gemini-2.5-pro\\nPlease retry in 53.157716422s.",\n    "status": "RESOURCE_EXHAUSTED",\n    "details": [\n      {\n        "@type": "type.googleapis.com/google.rpc.Help",\n        "links": [\n          {\n            "description": "Learn more about Gemini API quotas",\n            "url": "https://ai.google.dev/gemini-api/docs/rate-limits"\n          }\n        ]\n      },\n      {\n        "@type": "type.googleapis.com/google.rpc.QuotaFailure",\n        "violations": [\n          {\n            "quotaMetric": "generativelanguage.googleapis.com/generate_content_free_tier_input_token_count",\n            "quotaId": "GenerateContentInputTokensPerModelPerDay-FreeTier",\n            "quotaDimensions": {\n              "model": "gemini-2.5-pro",\n              "location": "global"\n            }\n          },\n          {\n            "quotaMetric": "generativelanguage.googleapis.com/generate_content_free_tier_input_token_count",\n            "quotaId": "GenerateContentInputTokensPerModelPerMinute-FreeTier",\n            "quotaDimensions": {\n              "location": "global",\n              "model": "gemini-2.5-pro"\n            }\n          },\n          {\n            "quotaMetric": "generativelanguage.googleapis.com/generate_content_free_tier_requests",\n            "quotaId": "GenerateRequestsPerMinutePerProjectPerModel-FreeTier",\n            "quotaDimensions": {\n              "model": "gemini-2.5-pro",\n              "location": "global"\n            }\n          },\n          {\n            "quotaMetric": "generativelanguage.googleapis.com/generate_content_free_tier_requests",\n            "quotaId": "GenerateRequestsPerDayPerProjectPerModel-FreeTier",\n            "quotaDimensions": {\n              "location": "global",\n              "model": "gemini-2.5-pro"\n            }\n          }\n        ]\n      },\n      {\n        "@type": "type.googleapis.com/google.rpc.RetryInfo",\n        "retryDelay": "53s"\n      }\n    ]\n  }\n}\n (reset after 5m)'}}
2026-07-15 04:36:09,771 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5845 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:36:10,136 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5844 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:36:10,138 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #16: model=default provider=custom in=104236 out=416 total=104652 latency=539.9s
2026-07-15 04:36:11,273 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5843 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:36:11,275 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #18: model=default provider=custom in=78483 out=850 total=79333 latency=574.3s
2026-07-15 04:36:11,365 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.07s, 45 chars)
2026-07-15 04:36:11,429 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5848 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:36:12,054 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (1.83s, 248 chars)
2026-07-15 04:36:12,109 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5849 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:36:59,189 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5849 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:36:59,189 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #17: model=default provider=custom in=104934 out=129 total=105063 latency=47.1s cache=97694/104934 (93%)
2026-07-15 04:36:59,207 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=49 last_msg_role=assistant response_len=442 session=20260712_081412_654c5f58
2026-07-15 04:36:59,240 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=589.3s api_calls=2 response=442 chars
2026-07-15 04:36:59,277 INFO gateway.platforms.base: [Telegram] Sending response (442 chars) to -1003707758328
2026-07-15 04:37:34,240 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (2 chars)
2026-07-15 04:37:34,265 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='có' reply_to_id=12 reply_to_text=''
2026-07-15 04:37:34,405 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 04:37:34,482 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=143 msg='[NN Vo] có'
2026-07-15 04:37:34,498 INFO [20260712_081412_654c5f58] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260712_081412_654c5f58)
2026-07-15 04:37:34,538 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5850 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:38:31,286 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5848 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:38:31,287 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #19: model=default provider=custom in=79352 out=362 total=79714 latency=139.9s cache=73153/79352 (92%)
2026-07-15 04:38:31,327 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5850 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:38:31,328 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #18: model=default provider=custom in=104881 out=293 total=105174 latency=56.8s cache=97690/104881 (93%)
2026-07-15 04:38:35,536 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (4.19s, 247 chars)
2026-07-15 04:38:35,588 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5853 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:38:36,302 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (4.99s, 11805 chars)
2026-07-15 04:38:36,347 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5854 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:38:39,929 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5854 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:38:39,930 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #20: model=default provider=custom in=83205 out=352 total=83557 latency=3.6s cache=77236/83205 (93%)
2026-07-15 04:38:41,184 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (1.19s, 374 chars)
2026-07-15 04:38:41,235 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5856 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:38:53,824 INFO gateway.run: kanban dispatcher [research-hub]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-15 04:41:29,058 INFO agent.chat_completion_helpers: Streaming failed before delivery: Error code: 403 - {'error': {'message': '[antigravity/claude-opus-4-6-thinking] [429]: {\n  "error": {\n    "code": 429,\n    "message": "Individual quota reached. Please upgrade your (reset after 9s)'}}
2026-07-15 04:41:29,065 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5845 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:41:29,068 WARNING [20260712_081412_654c5f58] agent.conversation_loop: API call failed (attempt 2/3) error_type=PermissionDeniedError thread=bg-review:135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default summary=HTTP 403: [antigravity/claude-opus-4-6-thinking] [429]: {
  "error": {
    "code": 429,
    "message": "Individual quota reached. Please upgrade your (reset after 9s)
2026-07-15 04:41:29,396 ERROR [20260712_081412_654c5f58] agent.conversation_loop: Non-retryable client error: Error code: 403 - {'error': {'message': '[antigravity/claude-opus-4-6-thinking] [429]: {\n  "error": {\n    "code": 429,\n    "message": "Individual quota reached. Please upgrade your (reset after 9s)'}}
2026-07-15 04:41:29,398 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:41:54,173 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[611495]
2026-07-15 04:42:54,287 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[611494]
2026-07-15 04:46:43,470 INFO agent.chat_completion_helpers: Streaming failed before delivery: Error code: 400 - {'error': {'message': '[antigravity/gemini-3.5-flash-extra-low] [403]: HTTP 403 (reset after 10s)'}}
2026-07-15 04:46:43,471 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5853 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:46:43,474 WARNING [20260712_081412_654c5f58] agent.conversation_loop: API call failed (attempt 1/3) error_type=BadRequestError thread=hermes-gateway_1:135523347699392 provider=custom base_url=http://localhost:20128/v1 model=default summary=HTTP 400: [antigravity/gemini-3.5-flash-extra-low] [403]: HTTP 403 (reset after 10s)
2026-07-15 04:46:43,834 ERROR [20260712_081412_654c5f58] agent.conversation_loop: Non-retryable client error: Error code: 400 - {'error': {'message': '[antigravity/gemini-3.5-flash-extra-low] [403]: HTTP 403 (reset after 10s)'}}
2026-07-15 04:46:43,869 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=549.6s api_calls=2 response=84 chars
2026-07-15 04:46:43,905 INFO gateway.platforms.base: [Telegram] Sending response (120 chars) to -1003707758328
2026-07-15 04:48:16,396 INFO agent.chat_completion_helpers: Streaming failed before delivery: Error code: 400 - {'error': {'message': '[antigravity/gpt-oss-120b-medium] [403]: HTTP 403 (reset after 7s)'}}
2026-07-15 04:48:16,397 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5856 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 04:48:16,398 WARNING [20260714_114920_9d9d2d3b] agent.conversation_loop: API call failed (attempt 1/3) error_type=BadRequestError thread=hermes-gateway_2:135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default summary=HTTP 400: [antigravity/gpt-oss-120b-medium] [403]: HTTP 403 (reset after 7s)
2026-07-15 04:48:16,684 ERROR [20260714_114920_9d9d2d3b] agent.conversation_loop: Non-retryable client error: Error code: 400 - {'error': {'message': '[antigravity/gpt-oss-120b-medium] [403]: HTTP 403 (reset after 7s)'}}
2026-07-15 04:48:16,710 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=1348.7s api_calls=7 response=76 chars
2026-07-15 04:48:16,770 INFO gateway.platforms.base: [Telegram] Sending response (120 chars) to -1003707758328
2026-07-15 04:48:54,944 INFO gateway.run: kanban dispatcher: reaped 2 zombie worker(s), pids=[611497, 618400]
2026-07-15 04:48:55,044 INFO gateway.run: kanban dispatcher [research-hub]: spawned=2 reclaimed=0 crashed=2 timed_out=0 promoted=2 auto_blocked=2
2026-07-15 04:49:55,132 INFO gateway.run: kanban dispatcher: reaped 2 zombie worker(s), pids=[618495, 618496]
2026-07-15 05:55:21,967 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (8 chars)
2026-07-15 05:55:21,999 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='continue' reply_to_id=20 reply_to_text=''
2026-07-15 05:55:22,319 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 05:55:22,420 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=136 msg='[NN Vo] continue'
2026-07-15 05:55:22,509 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5857 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 05:55:32,308 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5857 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 05:55:32,309 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #21: model=default provider=custom in=83685 out=1371 total=85056 latency=9.8s
2026-07-15 05:55:37,184 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (4.83s, 168 chars)
2026-07-15 05:55:37,269 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5859 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 05:55:41,037 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5859 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 05:55:41,038 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #22: model=default provider=custom in=85103 out=280 total=85383 latency=3.8s
2026-07-15 05:55:41,450 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.40s, 12235 chars)
2026-07-15 05:55:41,494 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5861 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 05:55:44,056 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5861 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 05:55:44,056 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #23: model=default provider=custom in=90745 out=359 total=91104 latency=2.6s
2026-07-15 05:55:44,076 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=3/60 tool_turns=60 last_msg_role=assistant response_len=572 session=20260714_114920_9d9d2d3b
2026-07-15 05:55:44,133 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=22.1s api_calls=3 response=572 chars
2026-07-15 05:55:44,147 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 05:55:44,199 INFO gateway.platforms.base: [Telegram] Sending response (572 chars) to -1003707758328
2026-07-15 05:55:44,250 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 05:55:44,272 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=142 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-15 05:55:44,325 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5862 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 05:55:57,129 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5862 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 05:55:57,129 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #1: model=default provider=custom in=92440 out=2394 total=94834 latency=12.8s
2026-07-15 05:55:57,902 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool skill_manage returned error (0.77s): {"success": false, "error": "Skill 'operate/brand-monitoring' not found in active profile 'default'. Use skills_list() to see available skills."}
2026-07-15 05:55:57,941 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5863 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 05:56:04,431 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5863 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 05:56:04,431 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #2: model=default provider=custom in=94878 out=1148 total=96026 latency=6.5s
2026-07-15 05:56:04,436 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool skill_manage returned error (0.00s): {"success": false, "error": "SKILL.md must start with YAML frontmatter (---). See existing skills for format."}
2026-07-15 05:56:04,477 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5864 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 05:56:10,888 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5864 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 05:56:10,888 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #3: model=default provider=custom in=96064 out=1122 total=97186 latency=6.4s
2026-07-15 05:56:10,958 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool skill_manage completed (0.07s, 558 chars)
2026-07-15 05:56:10,991 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5865 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:00:14,160 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (40 chars)
2026-07-15 06:00:14,173 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='chưa thấy update lại tin bên thread 3688' reply_to_id=20 reply_to_text=''
2026-07-15 06:00:14,328 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 06:00:14,412 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=142 msg='[NN Vo] chưa thấy update lại tin bên thread 3688'
2026-07-15 06:00:14,470 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5866 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:00:21,019 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (8 chars)
2026-07-15 06:00:21,031 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='continue' reply_to_id=12 reply_to_text=''
2026-07-15 06:00:21,287 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 06:00:21,363 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=146 msg='[NN Vo] continue'
2026-07-15 06:00:21,383 INFO [20260712_081412_654c5f58] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260712_081412_654c5f58)
2026-07-15 06:00:21,429 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5867 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:06:20,680 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5865 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:06:20,684 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #4: model=default provider=custom in=97345 out=148 total=97493 latency=609.7s
2026-07-15 06:06:20,764 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/16 budget=4/16 tool_turns=63 last_msg_role=assistant response_len=583 session=20260714_114920_9d9d2d3b
2026-07-15 06:06:20,771 INFO [20260714_114920_9d9d2d3b] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:06:25,267 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5866 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:06:25,268 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #24: model=default provider=custom in=91316 out=1415 total=92731 latency=370.8s
2026-07-15 06:06:25,436 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool read_file completed (0.13s, 15396 chars)
2026-07-15 06:06:25,580 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5872 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:06:26,956 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5867 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:06:26,957 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #19: model=default provider=custom in=105471 out=780 total=106251 latency=365.5s
2026-07-15 06:06:27,067 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_0:135524911138496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:06:27,177 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 06:06:27,239 INFO [20260712_081412_654c5f58] tools.async_delegation: Dispatched async delegation batch deleg_77ce436c (1 task(s), session_key=agent:main:telegram:group:-1003707758328:12)
2026-07-15 06:06:27,240 INFO [20260712_081412_654c5f58] agent.tool_executor: tool delegate_task completed (0.24s, 369 chars)
2026-07-15 06:06:27,257 INFO [20260715_060627_544472] agent.turn_context: conversation turn: session=20260715_060627_544472 model=default provider=custom platform=subagent history=0 msg='Grill-QA Critique: Singapore Priority Indicators (t_ac4ac753)'
2026-07-15 06:06:27,611 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5874 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:06:28,324 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_0:135524911138496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:06:28,436 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 06:06:28,481 INFO [20260712_081412_654c5f58] tools.async_delegation: Dispatched async delegation batch deleg_010e5ef9 (1 task(s), session_key=agent:main:telegram:group:-1003707758328:12)
2026-07-15 06:06:28,482 INFO [20260712_081412_654c5f58] agent.tool_executor: tool delegate_task completed (0.21s, 368 chars)
2026-07-15 06:06:28,492 INFO [20260715_060628_144379] agent.turn_context: conversation turn: session=20260715_060628_144379 model=default provider=custom platform=subagent history=0 msg='Grill-QA Critique: Malaysia Priority Indicators (t_4aa8424f)'
2026-07-15 06:06:28,540 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5876 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:06:29,555 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_0:135524911138496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:06:29,645 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 06:06:29,683 INFO [20260712_081412_654c5f58] tools.async_delegation: Dispatched async delegation batch deleg_88132851 (1 task(s), session_key=agent:main:telegram:group:-1003707758328:12)
2026-07-15 06:06:29,684 INFO [20260712_081412_654c5f58] agent.tool_executor: tool delegate_task completed (0.19s, 368 chars)
2026-07-15 06:06:29,695 INFO [20260715_060629_216d70] agent.turn_context: conversation turn: session=20260715_060629_216d70 model=default provider=custom platform=subagent history=0 msg='Grill-QA Critique: Thailand Priority Indicators (t_596e13b2)'
2026-07-15 06:06:29,764 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5878 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:06:29,891 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5879 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:07:00,352 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5879 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:07:00,353 INFO [20260715_060629_216d70] agent.conversation_loop: API call #1: model=default provider=custom in=14867 out=239 total=15106 latency=30.5s
2026-07-15 06:07:00,454 WARNING [20260715_060629_216d70] tools.skills_tool: Skill name collision for 'research-critism': 3 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-critism/SKILL.md
2026-07-15 06:07:00,458 WARNING [20260715_060629_216d70] agent.tool_executor: Tool skill_view returned error (0.07s): {"success": false, "error": "Ambiguous skill name 'research-critism': 3 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", 
2026-07-15 06:07:00,500 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5880 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:07:01,223 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5878 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:07:01,223 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #20: model=default provider=custom in=107160 out=92 total=107252 latency=31.5s
2026-07-15 06:07:01,241 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=51 last_msg_role=assistant response_len=342 session=20260712_081412_654c5f58
2026-07-15 06:07:01,294 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=400.3s api_calls=2 response=342 chars
2026-07-15 06:07:01,330 INFO gateway.platforms.base: [Telegram] Sending response (342 chars) to -1003707758328
2026-07-15 06:07:01,958 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5880 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:07:01,968 INFO [20260715_060629_216d70] agent.conversation_loop: API call #2: model=default provider=custom in=15244 out=146 total=15390 latency=1.5s cache=8097/15244 (53%)
2026-07-15 06:07:02,054 WARNING [20260715_060629_216d70] tools.skills_tool: Skill name collision for 'research/research-critism': 2 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-critism/SKILL.md
2026-07-15 06:07:02,055 WARNING [20260715_060629_216d70] agent.tool_executor: Tool skill_view returned error (0.07s): {"success": false, "error": "Ambiguous skill name 'research/research-critism': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized
2026-07-15 06:07:02,093 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5881 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:07:03,696 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5881 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:07:03,697 INFO [20260715_060629_216d70] agent.conversation_loop: API call #3: model=default provider=custom in=15603 out=228 total=15831 latency=1.6s cache=8094/15603 (52%)
2026-07-15 06:07:03,755 INFO [20260715_060629_216d70] agent.tool_executor: tool skills_list completed (0.05s, 19797 chars)
2026-07-15 06:07:03,799 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5882 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:07:05,868 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5882 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:07:05,869 INFO [20260715_060629_216d70] agent.conversation_loop: API call #4: model=default provider=custom in=20879 out=422 total=21301 latency=2.1s cache=12175/20879 (58%)
2026-07-15 06:07:05,994 INFO agent.tool_executor: tool read_file completed (0.11s, 8792 chars)
2026-07-15 06:07:06,009 INFO agent.tool_executor: tool read_file completed (0.12s, 10535 chars)
2026-07-15 06:07:06,061 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5891 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:07:07,866 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5891 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:07:07,867 INFO [20260715_060629_216d70] agent.conversation_loop: API call #5: model=default provider=custom in=27622 out=283 total=27905 latency=1.8s cache=16262/27622 (59%)
2026-07-15 06:07:07,934 WARNING [20260715_060629_216d70] tools.skills_tool: Skill name collision for 'research/research-critism': 2 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-critism/SKILL.md
2026-07-15 06:07:07,935 WARNING [20260715_060629_216d70] agent.tool_executor: Tool skill_view returned error (0.05s): {"success": false, "error": "Ambiguous skill name 'research/research-critism': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized
2026-07-15 06:07:07,955 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5892 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:07:09,240 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5892 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:07:09,241 INFO [20260715_060629_216d70] agent.conversation_loop: API call #6: model=default provider=custom in=28033 out=223 total=28256 latency=1.3s cache=20322/28033 (72%)
2026-07-15 06:07:09,255 WARNING [20260715_060629_216d70] agent.tool_executor: Tool skill_view returned error (0.00s): {"success": false, "error": "Skill name must be a relative path within the skills directory.", "hint": "Use a skill name or relative path within the skills directory."}

[Tool loop warning: same_tool_
2026-07-15 06:07:09,278 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5893 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:07:10,502 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5893 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:07:10,503 INFO [20260715_060629_216d70] agent.conversation_loop: API call #7: model=default provider=custom in=28421 out=208 total=28629 latency=1.2s cache=24380/28421 (86%)
2026-07-15 06:07:10,577 WARNING [20260715_060629_216d70] tools.skills_tool: Skill name collision for 'research-critism': 3 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-critism/SKILL.md
2026-07-15 06:07:10,578 WARNING [20260715_060629_216d70] agent.tool_executor: Tool skill_view returned error (0.06s): {"success": false, "error": "Ambiguous skill name 'research-critism': 3 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", 
2026-07-15 06:07:10,606 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5894 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:07:12,092 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5894 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:07:12,094 INFO [20260715_060629_216d70] agent.conversation_loop: API call #8: model=default provider=custom in=28848 out=210 total=29058 latency=1.5s cache=24374/28848 (84%)
2026-07-15 06:07:12,161 WARNING [20260715_060629_216d70] tools.skills_tool: Skill name collision for 'research/research-critism': 2 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-critism/SKILL.md
2026-07-15 06:07:12,162 WARNING [20260715_060629_216d70] agent.tool_executor: Tool skill_view returned error (0.05s): {"success": false, "error": "Ambiguous skill name 'research/research-critism': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized
2026-07-15 06:07:12,199 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5895 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:07:13,475 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5895 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:07:13,476 INFO [20260715_060629_216d70] agent.conversation_loop: API call #9: model=default provider=custom in=29259 out=210 total=29469 latency=1.3s cache=24368/29259 (83%)
2026-07-15 06:07:13,549 WARNING [20260715_060629_216d70] tools.skills_tool: Skill name collision for 'research/research-critism': 2 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-critism/SKILL.md
2026-07-15 06:07:13,550 WARNING [20260715_060629_216d70] agent.tool_executor: Tool skill_view returned error (0.06s): {"success": false, "error": "Ambiguous skill name 'research/research-critism': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized
2026-07-15 06:07:13,579 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5896 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:07:14,918 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5896 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:07:14,919 INFO [20260715_060629_216d70] agent.conversation_loop: API call #10: model=default provider=custom in=29670 out=208 total=29878 latency=1.4s cache=24362/29670 (82%)
2026-07-15 06:07:14,992 WARNING [20260715_060629_216d70] tools.skills_tool: Skill name collision for 'research-critism': 3 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-critism/SKILL.md
2026-07-15 06:07:14,993 WARNING [20260715_060629_216d70] agent.tool_executor: Tool skill_view returned error (0.06s): {"success": false, "error": "Ambiguous skill name 'research-critism': 3 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", 
2026-07-15 06:07:15,022 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5897 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:07:16,310 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5897 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:07:16,312 INFO [20260715_060629_216d70] agent.conversation_loop: API call #11: model=default provider=custom in=30097 out=208 total=30305 latency=1.3s cache=24357/30097 (81%)
2026-07-15 06:07:16,382 WARNING [20260715_060629_216d70] tools.skills_tool: Skill name collision for 'research-critism': 3 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-critism/SKILL.md
2026-07-15 06:07:16,384 WARNING [20260715_060629_216d70] agent.tool_executor: Tool skill_view returned error (0.06s): {"success": false, "error": "Ambiguous skill name 'research-critism': 3 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", 
2026-07-15 06:07:16,415 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5898 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:07:17,305 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5898 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:07:17,306 INFO [20260715_060629_216d70] agent.conversation_loop: API call #12: model=default provider=custom in=30524 out=21 total=30545 latency=0.9s cache=24352/30524 (80%)
2026-07-15 06:07:17,402 WARNING [20260715_060629_216d70] tools.skills_tool: Skill name collision for 'research/research-critism': 2 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-critism/SKILL.md
2026-07-15 06:07:17,403 WARNING [20260715_060629_216d70] agent.tool_executor: Tool skill_view returned error (0.07s): {"success": false, "error": "Ambiguous skill name 'research/research-critism': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized
2026-07-15 06:07:17,436 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5899 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:07:18,364 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5899 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:07:18,365 INFO [20260715_060629_216d70] agent.conversation_loop: API call #13: model=default provider=custom in=30935 out=19 total=30954 latency=0.9s cache=24347/30935 (79%)
2026-07-15 06:07:18,444 WARNING [20260715_060629_216d70] tools.skills_tool: Skill name collision for 'research-critism': 3 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-critism/SKILL.md
2026-07-15 06:07:18,445 WARNING [20260715_060629_216d70] agent.tool_executor: Tool skill_view returned error (0.06s): {"success": false, "error": "Ambiguous skill name 'research-critism': 3 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", 
2026-07-15 06:07:18,473 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5900 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:07:19,742 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5900 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:07:19,743 INFO [20260715_060629_216d70] agent.conversation_loop: API call #14: model=default provider=custom in=31362 out=208 total=31570 latency=1.3s cache=24342/31362 (78%)
2026-07-15 06:07:19,828 WARNING [20260715_060629_216d70] tools.skills_tool: Skill name collision for 'research-critism': 3 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-critism/SKILL.md
2026-07-15 06:07:19,828 WARNING [20260715_060629_216d70] agent.tool_executor: Tool skill_view returned error (0.06s): {"success": false, "error": "Ambiguous skill name 'research-critism': 3 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", 
2026-07-15 06:07:19,861 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5901 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:07:20,785 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5901 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:07:20,786 INFO [20260715_060629_216d70] agent.conversation_loop: API call #15: model=default provider=custom in=31789 out=21 total=31810 latency=0.9s cache=24337/31789 (77%)
2026-07-15 06:07:20,855 WARNING [20260715_060629_216d70] tools.skills_tool: Skill name collision for 'research/research-critism': 2 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-critism/SKILL.md
2026-07-15 06:07:20,855 WARNING [20260715_060629_216d70] agent.tool_executor: Tool skill_view returned error (0.05s): {"success": false, "error": "Ambiguous skill name 'research/research-critism': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized
2026-07-15 06:07:20,881 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5902 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:09:39,060 INFO agent.chat_completion_helpers: Streaming failed before delivery: Error code: 403 - {'error': {'message': '[antigravity/claude-opus-4-6-thinking] [403]: HTTP 403 (reset after 9s)'}}
2026-07-15 06:09:39,061 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5872 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:09:39,065 WARNING [20260714_114920_9d9d2d3b] agent.conversation_loop: API call failed (attempt 1/3) error_type=PermissionDeniedError thread=hermes-gateway_2:135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default summary=HTTP 403: [antigravity/claude-opus-4-6-thinking] [403]: HTTP 403 (reset after 9s)
2026-07-15 06:09:39,359 ERROR [20260714_114920_9d9d2d3b] agent.conversation_loop: Non-retryable client error: Error code: 403 - {'error': {'message': '[antigravity/claude-opus-4-6-thinking] [403]: HTTP 403 (reset after 9s)'}}
2026-07-15 06:09:39,379 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=565.2s api_calls=2 response=81 chars
2026-07-15 06:09:39,425 INFO gateway.platforms.base: [Telegram] Sending response (120 chars) to -1003707758328
2026-07-15 06:10:01,563 INFO agent.chat_completion_helpers: Streaming failed before delivery: Error code: 403 - {'error': {'message': '[antigravity/claude-sonnet-4-6] [403]: HTTP 403 (reset after 3s)'}}
2026-07-15 06:10:01,564 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5874 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:10:01,567 WARNING [20260715_060627_544472] agent.conversation_loop: API call failed (attempt 1/3) error_type=PermissionDeniedError thread=ThreadPoolExecutor-228_0:135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default summary=HTTP 403: [antigravity/claude-sonnet-4-6] [403]: HTTP 403 (reset after 3s)
2026-07-15 06:10:01,655 ERROR [20260715_060627_544472] agent.conversation_loop: [subagent-0] Non-retryable client error: Error code: 403 - {'error': {'message': '[antigravity/claude-sonnet-4-6] [403]: HTTP 403 (reset after 3s)'}}
2026-07-15 06:10:01,691 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=async-delegate_0:135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:10:03,661 INFO gateway.run: Watch pattern notification — injecting for telegram chat=-1003707758328 thread=12
2026-07-15 06:10:03,674 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='[ASYNC DELEGATION BATCH COMPLETE — deleg_77ce436c] A background fan-out of 1 sub' reply_to_id=None reply_to_text=''
2026-07-15 06:10:03,875 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 06:10:03,960 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=152 msg='[NN Vo] [ASYNC DELEGATION BATCH COMPLETE — deleg_77ce436c] A background fan-out ...'
2026-07-15 06:10:03,996 INFO [20260712_081412_654c5f58] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260712_081412_654c5f58)
2026-07-15 06:10:04,047 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5903 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:10:07,518 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5903 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:10:07,520 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #21: model=default provider=custom in=106952 out=134 total=107086 latency=3.5s
2026-07-15 06:10:08,733 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (1.19s, 5630 chars)
2026-07-15 06:10:08,783 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5905 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:10:10,600 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5905 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:10:10,602 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #22: model=default provider=custom in=109281 out=140 total=109421 latency=1.8s cache=101743/109281 (93%)
2026-07-15 06:10:10,624 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=52 last_msg_role=assistant response_len=502 session=20260712_081412_654c5f58
2026-07-15 06:10:10,647 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=7.0s api_calls=2 response=502 chars
2026-07-15 06:10:10,677 INFO gateway.platforms.base: [Telegram] Sending response (502 chars) to -1003707758328
2026-07-15 06:10:23,861 INFO agent.chat_completion_helpers: Streaming failed before delivery: Error code: 403 - {'error': {'message': '[antigravity/gemini-3-flash] [403]: HTTP 403 (reset after 8s)'}}
2026-07-15 06:10:23,863 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5876 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:10:23,864 WARNING [20260715_060628_144379] agent.conversation_loop: API call failed (attempt 1/3) error_type=PermissionDeniedError thread=ThreadPoolExecutor-229_0:135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default summary=HTTP 403: [antigravity/gemini-3-flash] [403]: HTTP 403 (reset after 8s)
2026-07-15 06:10:23,922 ERROR [20260715_060628_144379] agent.conversation_loop: [subagent-0] Non-retryable client error: Error code: 403 - {'error': {'message': '[antigravity/gemini-3-flash] [403]: HTTP 403 (reset after 8s)'}}
2026-07-15 06:10:23,925 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=async-delegate_1:135523356092096 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:10:25,679 INFO gateway.run: Watch pattern notification — injecting for telegram chat=-1003707758328 thread=12
2026-07-15 06:10:25,689 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='[ASYNC DELEGATION BATCH COMPLETE — deleg_010e5ef9] A background fan-out of 1 sub' reply_to_id=None reply_to_text=''
2026-07-15 06:10:25,822 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 06:10:25,881 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=156 msg='[NN Vo] [ASYNC DELEGATION BATCH COMPLETE — deleg_010e5ef9] A background fan-out ...'
2026-07-15 06:10:25,900 INFO [20260712_081412_654c5f58] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260712_081412_654c5f58)
2026-07-15 06:10:25,941 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5906 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:14:45,018 INFO agent.chat_completion_helpers: Streaming failed before delivery: Error code: 400 - {'error': {'message': '[codex/gpt-5.3-codex-spark-review] [400]: {"detail":"The \'gpt-5.3-codex-spark\' model is not supported when using Codex with a ChatGPT account."} (reset after 26s)'}}
2026-07-15 06:14:45,020 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5902 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:14:45,025 WARNING [20260715_060629_216d70] agent.conversation_loop: API call failed (attempt 1/3) error_type=BadRequestError thread=ThreadPoolExecutor-230_0:135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default summary=HTTP 400: [codex/gpt-5.3-codex-spark-review] [400]: {"detail":"The 'gpt-5.3-codex-spark' model is not supported when using Codex with a ChatGPT account."} (reset after 26s)
2026-07-15 06:14:45,140 ERROR [20260715_060629_216d70] agent.conversation_loop: [subagent-0] Non-retryable client error: Error code: 400 - {'error': {'message': '[codex/gpt-5.3-codex-spark-review] [400]: {"detail":"The \'gpt-5.3-codex-spark\' model is not supported when using Codex with a ChatGPT account."} (reset after 26s)'}}
2026-07-15 06:14:45,150 INFO agent.chat_completion_helpers: Streaming failed before delivery: Error code: 400 - {'error': {'message': '[codex/gpt-5.5] [402]: {"detail":{"code":"deactivated_workspace"}} (reset after 26s)'}}
2026-07-15 06:14:45,156 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5906 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:14:45,159 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=async-delegate_2:135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:14:45,163 WARNING [20260712_081412_654c5f58] agent.conversation_loop: API call failed (attempt 1/3) error_type=BadRequestError thread=hermes-gateway_2:135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default summary=HTTP 400: [codex/gpt-5.5] [402]: {"detail":{"code":"deactivated_workspace"}} (reset after 26s)
2026-07-15 06:14:45,472 ERROR [20260712_081412_654c5f58] agent.conversation_loop: Non-retryable client error: Error code: 400 - {'error': {'message': '[codex/gpt-5.5] [402]: {"detail":{"code":"deactivated_workspace"}} (reset after 26s)'}}
2026-07-15 06:14:45,503 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=259.8s api_calls=1 response=94 chars
2026-07-15 06:14:45,538 INFO gateway.platforms.base: [Telegram] Sending response (120 chars) to -1003707758328
2026-07-15 06:14:45,831 INFO gateway.run: Watch pattern notification — injecting for telegram chat=-1003707758328 thread=12
2026-07-15 06:14:46,134 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='[ASYNC DELEGATION BATCH COMPLETE — deleg_88132851] A background fan-out of 1 sub' reply_to_id=None reply_to_text=''
2026-07-15 06:14:46,293 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 06:14:46,369 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=157 msg='[NN Vo] [ASYNC DELEGATION BATCH COMPLETE — deleg_88132851] A background fan-out ...'
2026-07-15 06:14:46,391 INFO [20260712_081412_654c5f58] agent.conversation_loop: Repaired 2 message-alternation violations before request (session=20260712_081412_654c5f58)
2026-07-15 06:14:46,436 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5907 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:14:51,490 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5907 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 06:14:51,490 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #23: model=default provider=custom in=109983 out=303 total=110286 latency=5.1s
2026-07-15 06:14:51,512 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=52 last_msg_role=assistant response_len=1072 session=20260712_081412_654c5f58
2026-07-15 06:14:51,567 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=5.4s api_calls=1 response=1072 chars
2026-07-15 06:14:51,592 INFO gateway.platforms.base: [Telegram] Sending response (1072 chars) to -1003707758328
2026-07-15 06:48:04,839 INFO gateway.run: Image cache cleanup: removed 1 stale file(s)
2026-07-15 07:06:44,267 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (254 chars)
2026-07-15 07:06:44,293 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='trong report của từng quốc gia, tôi thấy các report lại đi lấy nguồn (benchmark_' reply_to_id=12 reply_to_text=''
2026-07-15 07:06:44,663 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 07:06:44,771 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=159 msg='[NN Vo] trong report của từng quốc gia, tôi thấy các report lại đi lấy nguồn (be...'
2026-07-15 07:06:44,816 INFO [20260712_081412_654c5f58] agent.conversation_loop: Repaired 2 message-alternation violations before request (session=20260712_081412_654c5f58)
2026-07-15 07:06:44,878 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5908 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 07:06:50,831 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5908 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 07:06:50,832 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #24: model=default provider=custom in=110355 out=537 total=110892 latency=6.0s cache=4069/110355 (4%)
2026-07-15 07:06:50,880 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=52 last_msg_role=assistant response_len=1687 session=20260712_081412_654c5f58
2026-07-15 07:06:50,904 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=6.6s api_calls=1 response=1687 chars
2026-07-15 07:06:50,940 INFO gateway.platforms.base: [Telegram] Sending response (1687 chars) to -1003707758328
2026-07-15 07:07:39,733 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (169 chars)
2026-07-15 07:07:39,746 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='clean dữ liệu liên quan tới benchmark_matrix.md hoặc gap_analysis.md. dẫn tới cá' reply_to_id=12 reply_to_text=''
2026-07-15 07:07:39,868 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 07:07:39,939 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=161 msg='[NN Vo] clean dữ liệu liên quan tới benchmark_matrix.md hoặc gap_analysis.md. dẫ...'
2026-07-15 07:07:39,958 INFO [20260712_081412_654c5f58] agent.conversation_loop: Repaired 2 message-alternation violations before request (session=20260712_081412_654c5f58)
2026-07-15 07:07:40,001 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5909 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 07:07:42,423 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5909 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 07:07:42,424 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #25: model=default provider=custom in=110943 out=414 total=111357 latency=2.4s cache=105804/110943 (95%)
2026-07-15 07:07:42,538 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.09s, 2526 chars)
2026-07-15 07:07:42,593 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5911 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 07:07:45,857 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5911 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 07:07:45,858 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #26: model=default provider=custom in=112279 out=665 total=112944 latency=3.3s cache=105803/112279 (94%)
2026-07-15 07:07:46,224 INFO [20260712_081412_654c5f58] agent.tool_executor: tool patch completed (0.34s, 1352 chars)
2026-07-15 07:07:46,348 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5920 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 07:07:47,645 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5920 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 07:07:47,646 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #27: model=default provider=custom in=113231 out=104 total=113335 latency=1.3s cache=105799/113231 (93%)
2026-07-15 07:07:47,830 INFO [20260712_081412_654c5f58] agent.tool_executor: tool patch completed (0.17s, 1062 chars)
2026-07-15 07:07:47,878 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5929 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 07:07:52,781 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5929 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 07:07:52,783 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #28: model=default provider=custom in=114504 out=180 total=114684 latency=4.9s
2026-07-15 07:07:53,085 INFO [20260712_081412_654c5f58] agent.tool_executor: tool patch completed (0.27s, 1453 chars)
2026-07-15 07:07:53,140 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5938 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 07:16:49,696 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5938 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 07:16:49,700 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #29: model=default provider=custom in=114728 out=453 total=115181 latency=536.6s
2026-07-15 07:16:49,935 INFO [20260712_081412_654c5f58] agent.tool_executor: tool patch completed (0.17s, 1542 chars)
2026-07-15 07:16:49,986 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5947 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 07:16:53,458 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5947 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 07:16:53,460 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #30: model=default provider=custom in=115947 out=105 total=116052 latency=3.5s
2026-07-15 07:16:53,737 INFO [20260712_081412_654c5f58] agent.tool_executor: tool patch completed (0.23s, 983 chars)
2026-07-15 07:16:53,790 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5956 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 07:16:57,370 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5956 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 07:16:57,371 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #31: model=default provider=custom in=116404 out=123 total=116527 latency=3.6s
2026-07-15 07:16:57,571 INFO [20260712_081412_654c5f58] agent.tool_executor: tool patch completed (0.18s, 1379 chars)
2026-07-15 07:16:57,618 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5965 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 07:23:41,068 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5965 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 07:23:41,071 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #32: model=default provider=custom in=111757 out=197 total=111954 latency=403.5s
2026-07-15 07:23:41,452 INFO [20260712_081412_654c5f58] agent.tool_executor: tool patch completed (0.27s, 1688 chars)
2026-07-15 07:23:41,500 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5974 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 07:30:23,326 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5974 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 07:30:23,331 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #33: model=default provider=custom in=112428 out=180 total=112608 latency=401.8s cache=109568/112428 (97%)
2026-07-15 07:30:23,598 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.13s, 827 chars)
2026-07-15 07:30:23,676 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5976 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 07:36:22,091 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5976 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 07:36:22,094 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #34: model=default provider=custom in=112853 out=547 total=113400 latency=358.4s cache=110080/112853 (98%)
2026-07-15 07:36:22,385 INFO [20260712_081412_654c5f58] agent.tool_executor: tool patch completed (0.21s, 1616 chars)
2026-07-15 07:36:22,452 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5985 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 07:36:32,066 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5985 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 07:36:32,067 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #35: model=default provider=custom in=113686 out=107 total=113793 latency=9.6s
2026-07-15 07:36:32,282 INFO [20260712_081412_654c5f58] agent.tool_executor: tool patch completed (0.20s, 998 chars)
2026-07-15 07:36:32,328 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-5994 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 07:36:49,835 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-5994 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 07:36:49,836 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #36: model=default provider=custom in=114110 out=186 total=114296 latency=17.5s cache=111616/114110 (98%)
2026-07-15 07:36:50,042 INFO [20260712_081412_654c5f58] agent.tool_executor: tool patch completed (0.19s, 1205 chars)
2026-07-15 07:36:50,106 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6003 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 07:36:54,404 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6003 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 07:36:54,406 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #37: model=default provider=custom in=114669 out=147 total=114816 latency=4.3s cache=111616/114669 (97%)
2026-07-15 07:36:54,484 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.06s, 191 chars)
2026-07-15 07:36:54,535 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6005 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 07:36:59,148 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6005 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 07:36:59,149 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #38: model=default provider=custom in=114885 out=199 total=115084 latency=4.6s cache=112640/114885 (98%)
2026-07-15 07:36:59,257 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=14/60 budget=14/60 tool_turns=65 last_msg_role=assistant response_len=628 session=20260712_081412_654c5f58
2026-07-15 07:36:59,300 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=1759.6s api_calls=14 response=628 chars
2026-07-15 07:36:59,346 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 07:36:59,358 INFO gateway.platforms.base: [Telegram] Sending response (628 chars) to -1003707758328
2026-07-15 07:36:59,475 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 07:36:59,500 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=187 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-15 07:36:59,549 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6006 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 07:37:40,819 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6006 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 07:37:40,821 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=116188 out=2339 total=118527 latency=41.3s
2026-07-15 07:37:41,006 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.18s): {"success": false, "error": "Refusing background curator patch for skill 'research-pipeline': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, 
2026-07-15 07:37:42,044 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.03s): {"success": false, "error": "Refusing background curator patch for skill 'research-and-innovation': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKIL
2026-07-15 07:37:42,093 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6007 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 07:37:57,596 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6007 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 07:37:57,597 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=118570 out=88 total=118658 latency=15.5s cache=113664/118570 (96%)
2026-07-15 07:37:57,920 WARNING tools.skills_tool: Skill name collision for 'research-and-innovation': 2 candidates — /root/.hermes/skills/research/research-and-innovation/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-and-innovation/SKILL.md
2026-07-15 07:37:57,920 INFO agent.tool_executor: tool skill_view failed (0.32s): {"success": false, "error": "Ambiguous skill name 'research-and-innovation': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized p
2026-07-15 07:37:57,921 WARNING tools.skills_tool: Skill name collision for 'research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-15 07:37:57,923 INFO agent.tool_executor: tool skill_view failed (0.32s): {"success": false, "error": "Ambiguous skill name 'research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.",
2026-07-15 07:37:57,924 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.32s): {"success": false, "error": "Ambiguous skill name 'research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.",
2026-07-15 07:37:57,926 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.32s): {"success": false, "error": "Ambiguous skill name 'research-and-innovation': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized p
2026-07-15 07:37:57,972 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6008 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 07:38:01,935 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6008 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 07:38:01,936 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #3: model=default provider=custom in=118921 out=121 total=119042 latency=4.0s cache=116224/118921 (98%)
2026-07-15 07:38:02,099 WARNING tools.skills_tool: Skill name collision for 'research/research-and-innovation': 2 candidates — /root/.hermes/skills/research/research-and-innovation/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-and-innovation/SKILL.md
2026-07-15 07:38:02,100 INFO agent.tool_executor: tool skill_view failed (0.16s): {"success": false, "error": "Ambiguous skill name 'research/research-and-innovation': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its cate
2026-07-15 07:38:02,102 WARNING tools.skills_tool: Skill name collision for 'research/research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-15 07:38:02,103 INFO agent.tool_executor: tool skill_view failed (0.16s): {"success": false, "error": "Ambiguous skill name 'research/research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorize
2026-07-15 07:38:02,103 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.16s): {"success": false, "error": "Ambiguous skill name 'research/research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorize
2026-07-15 07:38:02,104 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.16s): {"success": false, "error": "Ambiguous skill name 'research/research-and-innovation': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its cate
2026-07-15 07:38:02,160 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6009 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 07:38:20,700 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6009 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 07:38:20,701 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #4: model=default provider=custom in=119513 out=927 total=120440 latency=18.6s cache=116736/119513 (98%)
2026-07-15 07:38:20,727 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.02s): {"success": false, "error": "Refusing background curator patch for skill 'research-pipeline': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, 
2026-07-15 07:38:20,775 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6010 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 07:38:36,847 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6010 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 07:38:36,847 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #5: model=default provider=custom in=120387 out=286 total=120673 latency=16.1s cache=117248/120387 (97%)
2026-07-15 07:38:36,852 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool read_file returned error (0.00s): {"error": "Background review denied non-whitelisted tool: read_file. Only memory/skill tools are allowed."}
2026-07-15 07:38:36,895 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6011 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 07:38:41,303 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6011 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 07:38:41,303 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #6: model=default provider=custom in=120475 out=141 total=120616 latency=4.4s cache=118272/120475 (98%)
2026-07-15 07:38:41,309 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.00s): {"success": false, "error": "Skill name must be a relative path within the skills directory.", "hint": "Use a skill name or relative path within the skills directory."}

[Tool loop warning: same_tool_
2026-07-15 07:38:41,358 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6012 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 07:38:49,738 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6012 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 07:38:49,740 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #7: model=default provider=custom in=120734 out=462 total=121196 latency=8.4s cache=118272/120734 (98%)
2026-07-15 07:38:49,792 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_manage completed (0.05s, 253 chars)
2026-07-15 07:38:49,851 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6013 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 07:38:58,069 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6013 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 07:38:58,069 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #8: model=default provider=custom in=121048 out=298 total=121346 latency=8.2s cache=118272/121048 (98%)
2026-07-15 07:38:58,075 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=8/16 budget=8/16 tool_turns=72 last_msg_role=assistant response_len=1355 session=20260712_081412_654c5f58
2026-07-15 07:38:58,078 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 08:17:24,554 INFO gateway.run: Session expiry: 1 sessions to finalize (telegram:1)
2026-07-15 08:17:24,558 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=hermes-gateway_2:135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 08:17:24,611 INFO gateway.run: Session expiry done: 1 finalized
2026-07-15 08:48:06,087 INFO gateway.run: Image cache cleanup: removed 1 stale file(s)
2026-07-15 09:48:06,914 INFO gateway.run: Image cache cleanup: removed 1 stale file(s)
2026-07-15 10:29:07,661 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:1 (154 chars)
2026-07-15 10:29:07,692 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='trả về grill-qa critique cho 6 quốc gia sau đó gửi sang r&d để update lại nếu có' reply_to_id=None reply_to_text=''
2026-07-15 10:29:07,698 WARNING gateway.session: gateway.session: routing key 'agent:main:telegram:group:-1003707758328:1' -> 20260713_090238_3402e480 is ended in state.db but still live in sessions.json; dropping stale entry and recovering/recreating the session (#54878)
2026-07-15 10:29:07,999 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 10:29:08,164 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_1:135523347699392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:29:08,277 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 10:29:08,316 INFO [20260713_090238_3402e480] agent.turn_context: conversation turn: session=20260713_090238_3402e480 model=default provider=custom platform=telegram history=40 msg='[NN Vo] trả về grill-qa critique cho 6 quốc gia sau đó gửi sang r&d để update lạ...'
2026-07-15 10:29:08,374 INFO [20260713_090238_3402e480] agent.conversation_loop: Repaired 3 message-alternation violations before request (session=20260713_090238_3402e480)
2026-07-15 10:29:08,414 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6014 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:29:42,210 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6014 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:29:42,211 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #1: model=default provider=custom in=56250 out=651 total=56901 latency=33.8s
2026-07-15 10:29:42,229 INFO [20260713_090238_3402e480] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=14 last_msg_role=assistant response_len=406 session=20260713_090238_3402e480
2026-07-15 10:29:42,253 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=34.6s api_calls=1 response=406 chars
2026-07-15 10:29:42,285 INFO gateway.platforms.base: [Telegram] Sending response (406 chars) to -1003707758328
2026-07-15 10:30:16,299 INFO tui_gateway.ws: ws accepted peer=127.0.0.1:59376
2026-07-15 10:30:18,345 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=Thread-28 (_build):124940794721984 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:30:18,587 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 10:30:19,141 INFO hermes_cli.web_server: pty accepted peer=127.0.0.1 mode=loopback cred=token
2026-07-15 10:30:25,893 INFO tui_gateway.ws: ws accepted peer=127.0.0.1:34250
2026-07-15 10:30:26,163 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=Thread-34 (_build):124940217992896 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:30:26,295 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 10:30:28,871 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (154 chars)
2026-07-15 10:30:28,891 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='trả về grill-qa critique cho 6 quốc gia sau đó gửi sang r&d để update lại nếu có' reply_to_id=12 reply_to_text=''
2026-07-15 10:30:29,224 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 10:30:29,327 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=189 msg='[NN Vo] trả về grill-qa critique cho 6 quốc gia sau đó gửi sang r&d để update lạ...'
2026-07-15 10:30:29,356 INFO [20260712_081412_654c5f58] agent.turn_context: Preflight compression: ~133,504 tokens >= 128,000 threshold (model default, ctx 256,000)
2026-07-15 10:30:29,382 INFO [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary auto-detect: using main provider custom (default)
2026-07-15 10:30:29,479 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1/ — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 10:30:29,481 INFO [20260712_081412_654c5f58] agent.conversation_compression: context compression started: session=20260712_081412_654c5f58 messages=190 tokens=~133,504 model=default focus=None
2026-07-15 10:30:29,530 INFO [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-15 10:31:28,200 INFO [20260712_081412_654c5f58] agent.conversation_compression: context compression done: session=20260712_081412_654c5f58 messages=190->120 rough_tokens=~71,479 awaiting_real_usage=true
2026-07-15 10:31:28,213 INFO [20260712_081412_654c5f58] agent.conversation_loop: Repaired 3 message-alternation violations before request (session=20260712_081412_654c5f58)
2026-07-15 10:31:28,253 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6015 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:31:48,120 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6015 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:31:48,121 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #39: model=default provider=custom in=64463 out=321 total=64784 latency=19.9s
2026-07-15 10:31:48,317 WARNING tools.skills_tool: Skill name collision for 'research-critism': 3 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-critism/SKILL.md
2026-07-15 10:31:48,318 WARNING tools.skills_tool: Skill name collision for 'research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-15 10:31:48,318 INFO agent.tool_executor: tool skill_view failed (0.17s): {"success": false, "error": "Ambiguous skill name 'research-critism': 3 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", 
2026-07-15 10:31:48,320 INFO agent.tool_executor: tool skill_view failed (0.17s): {"success": false, "error": "Ambiguous skill name 'research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.",
2026-07-15 10:31:48,322 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.17s): {"success": false, "error": "Ambiguous skill name 'research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.",
2026-07-15 10:31:48,330 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.17s): {"success": false, "error": "Ambiguous skill name 'research-critism': 3 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", 
2026-07-15 10:31:48,370 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6016 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:31:53,954 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6016 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:31:53,955 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #40: model=default provider=custom in=64824 out=260 total=65084 latency=5.6s cache=61952/64824 (96%)
2026-07-15 10:31:54,123 WARNING tools.skills_tool: Skill name collision for 'research/research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-15 10:31:54,124 INFO agent.tool_executor: tool skill_view failed (0.15s): {"success": false, "error": "Ambiguous skill name 'research/research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorize
2026-07-15 10:31:54,126 WARNING tools.skills_tool: Skill name collision for 'research/research-critism': 2 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-critism/SKILL.md
2026-07-15 10:31:54,126 INFO agent.tool_executor: tool skill_view failed (0.15s): {"success": false, "error": "Ambiguous skill name 'research/research-critism': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized
2026-07-15 10:31:54,128 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.15s): {"success": false, "error": "Ambiguous skill name 'research/research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorize
2026-07-15 10:31:54,135 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.15s): {"success": false, "error": "Ambiguous skill name 'research/research-critism': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized
2026-07-15 10:31:54,177 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6017 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:32:04,245 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6017 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:32:04,245 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #41: model=default provider=custom in=65456 out=442 total=65898 latency=10.1s cache=62464/65456 (95%)
2026-07-15 10:32:04,312 INFO agent.tool_executor: tool skill_view failed (0.00s): {"success": false, "error": "Skill name must be a relative path within the skills directory.", "hint": "Use a skill name or relative path within the skills directory."}
2026-07-15 10:32:04,313 INFO agent.tool_executor: tool skill_view failed (0.00s): {"success": false, "error": "Skill name must be a relative path within the skills directory.", "hint": "Use a skill name or relative path within the skills directory."}
2026-07-15 10:32:04,315 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.00s): {"success": false, "error": "Skill name must be a relative path within the skills directory.", "hint": "Use a skill name or relative path within the skills directory."}

[Tool loop warning: same_tool_
2026-07-15 10:32:04,325 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.00s): {"success": false, "error": "Skill name must be a relative path within the skills directory.", "hint": "Use a skill name or relative path within the skills directory."}

[Tool loop warning: same_tool_
2026-07-15 10:32:04,368 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6018 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:32:16,832 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6018 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:32:16,833 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #42: model=default provider=custom in=65902 out=623 total=66525 latency=12.5s cache=62976/65902 (96%)
2026-07-15 10:32:16,959 INFO agent.tool_executor: tool read_file completed (0.11s, 5991 chars)
2026-07-15 10:32:16,980 INFO agent.tool_executor: tool read_file completed (0.13s, 11461 chars)
2026-07-15 10:32:17,047 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6027 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:32:44,685 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6027 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:32:44,685 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #43: model=default provider=custom in=71578 out=1430 total=73008 latency=27.7s cache=63488/71578 (89%)
2026-07-15 10:32:48,519 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (3.80s, 17035 chars)
2026-07-15 10:32:48,565 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6029 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:33:05,580 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (30 chars)
2026-07-15 10:33:05,589 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='update kết quả với thread 3688' reply_to_id=20 reply_to_text=''
2026-07-15 10:33:05,784 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 10:33:05,885 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=145 msg='[NN Vo] update kết quả với thread 3688'
2026-07-15 10:33:05,968 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6030 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:33:15,922 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6029 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:33:15,923 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #44: model=default provider=custom in=78031 out=1447 total=79478 latency=27.4s cache=69120/78031 (89%)
2026-07-15 10:33:16,228 INFO [20260712_081412_654c5f58] agent.tool_executor: tool search_files completed (0.28s, 18 chars)
2026-07-15 10:33:16,288 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6033 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:33:22,595 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6030 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:33:22,597 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #25: model=default provider=custom in=91478 out=699 total=92177 latency=16.6s
2026-07-15 10:33:22,698 INFO agent.tool_executor: tool search_files completed (0.07s, 18 chars)
2026-07-15 10:33:22,721 INFO agent.tool_executor: tool search_files completed (0.09s, 1653 chars)
2026-07-15 10:33:22,775 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6038 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:33:27,304 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6033 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:33:27,305 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #45: model=default provider=custom in=78130 out=307 total=78437 latency=11.0s
2026-07-15 10:33:27,323 INFO [20260712_081412_654c5f58] agent.tool_executor: tool todo completed (0.00s, 845 chars)
2026-07-15 10:33:27,374 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6039 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:33:30,196 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6038 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:33:30,197 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #26: model=default provider=custom in=92142 out=135 total=92277 latency=7.4s
2026-07-15 10:33:30,336 INFO agent.tool_executor: tool read_file completed (0.11s, 611 chars)
2026-07-15 10:33:30,349 INFO agent.tool_executor: tool read_file completed (0.12s, 6210 chars)
2026-07-15 10:33:30,413 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6048 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:33:33,481 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6048 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:33:33,482 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #27: model=default provider=custom in=100414 out=642 total=101056 latency=3.1s
2026-07-15 10:33:33,585 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool terminal returned error (0.08s): {"output": "File \"<string>\", line 18\n    cur.execute('SELECT id FROM mentions WHERE title_clean LIKE Trường\n                ^\nSyntaxError: unterminated string literal (detected at line 18)", "exi
2026-07-15 10:33:33,633 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6050 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:33:36,038 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6050 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:33:36,038 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #28: model=default provider=custom in=101125 out=485 total=101610 latency=2.4s cache=97084/101125 (96%)
2026-07-15 10:33:36,153 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool terminal returned error (0.08s): {"output": "File \"<string>\", line 23\n    cur.execute('INSERT INTO alerts (mention_id, brand_id, alert_type, status, channel)\n                ^\nSyntaxError: unterminated string literal (detected a
2026-07-15 10:33:36,217 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6052 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:33:40,956 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6039 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:33:40,957 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #46: model=default provider=custom in=78575 out=470 total=79045 latency=13.6s cache=75776/78575 (96%)
2026-07-15 10:33:41,895 INFO [20260712_081412_654c5f58] agent.tool_executor: tool execute_code completed (0.92s, 16918 chars)
2026-07-15 10:33:41,970 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6080 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:33:49,804 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6080 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:33:49,805 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #47: model=default provider=custom in=91367 out=1155 total=92522 latency=7.9s cache=12194/91367 (13%)
2026-07-15 10:33:49,892 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_2:135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:33:49,987 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 10:33:50,030 INFO [20260712_081412_654c5f58] tools.async_delegation: Dispatched async delegation batch deleg_0d35cc9b (1 task(s), session_key=agent:main:telegram:group:-1003707758328:12)
2026-07-15 10:33:50,030 INFO [20260712_081412_654c5f58] agent.tool_executor: tool delegate_task completed (0.20s, 355 chars)
2026-07-15 10:33:50,042 INFO [20260715_103349_1b4d85] agent.turn_context: conversation turn: session=20260715_103349_1b4d85 model=default provider=custom platform=subagent history=0 msg='Grill QA Critique: Singapore Topic (t_ac4ac753)'
2026-07-15 10:33:50,146 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6082 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:33:51,099 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_2:135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:33:51,185 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 10:33:51,221 INFO [20260712_081412_654c5f58] tools.async_delegation: Dispatched async delegation batch deleg_883182a4 (1 task(s), session_key=agent:main:telegram:group:-1003707758328:12)
2026-07-15 10:33:51,221 INFO [20260712_081412_654c5f58] agent.tool_executor: tool delegate_task completed (0.18s, 354 chars)
2026-07-15 10:33:51,228 INFO [20260715_103351_c33a05] agent.turn_context: conversation turn: session=20260715_103351_c33a05 model=default provider=custom platform=subagent history=0 msg='Grill QA Critique: Malaysia Topic (t_4aa8424f)'
2026-07-15 10:33:51,287 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6084 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:33:51,716 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6082 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:33:51,717 INFO [20260715_103349_1b4d85] agent.conversation_loop: API call #1: model=default provider=custom in=14968 out=314 total=15282 latency=1.6s
2026-07-15 10:33:51,802 WARNING tools.skills_tool: Skill name collision for 'research-critism': 3 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-critism/SKILL.md
2026-07-15 10:33:51,803 INFO agent.tool_executor: tool skill_view failed (0.07s): {"success": false, "error": "Ambiguous skill name 'research-critism': 3 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", 
2026-07-15 10:33:52,034 INFO agent.tool_executor: tool search_files completed (0.30s, 9743 chars)
2026-07-15 10:33:52,035 WARNING [20260715_103349_1b4d85] agent.tool_executor: Tool skill_view returned error (0.07s): {"success": false, "error": "Ambiguous skill name 'research-critism': 3 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", 
2026-07-15 10:33:52,079 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6087 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:33:52,307 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_2:135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:33:52,405 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 10:33:52,440 INFO [20260712_081412_654c5f58] tools.async_delegation: Dispatched async delegation batch deleg_7fa7336d (1 task(s), session_key=agent:main:telegram:group:-1003707758328:12)
2026-07-15 10:33:52,441 INFO [20260712_081412_654c5f58] agent.tool_executor: tool delegate_task completed (0.20s, 354 chars)
2026-07-15 10:33:52,447 INFO [20260715_103352_af8d82] agent.turn_context: conversation turn: session=20260715_103352_af8d82 model=default provider=custom platform=subagent history=0 msg='Grill QA Critique: Thailand Topic (t_596e13b2)'
2026-07-15 10:33:52,509 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6089 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:33:52,627 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6090 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:33:54,873 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6090 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:33:54,874 INFO [20260715_103352_af8d82] agent.conversation_loop: API call #1: model=default provider=custom in=14806 out=262 total=15068 latency=2.3s
2026-07-15 10:33:54,951 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6087 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:33:54,952 INFO [20260715_103349_1b4d85] agent.conversation_loop: API call #2: model=default provider=custom in=17666 out=188 total=17854 latency=2.9s
2026-07-15 10:33:54,968 WARNING [20260715_103352_af8d82] tools.skills_tool: Skill name collision for 'research-critism': 3 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-critism/SKILL.md
2026-07-15 10:33:54,969 WARNING [20260715_103352_af8d82] agent.tool_executor: Tool skill_view returned error (0.07s): {"success": false, "error": "Ambiguous skill name 'research-critism': 3 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", 
2026-07-15 10:33:55,021 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6091 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:33:55,095 WARNING tools.skills_tool: Skill name collision for 'research/research-critism': 2 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-critism/SKILL.md
2026-07-15 10:33:55,096 INFO agent.tool_executor: tool skill_view failed (0.11s): {"success": false, "error": "Ambiguous skill name 'research/research-critism': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized
2026-07-15 10:33:55,131 INFO agent.tool_executor: tool read_file completed (0.14s, 20624 chars)
2026-07-15 10:33:55,132 WARNING [20260715_103349_1b4d85] agent.tool_executor: Tool skill_view returned error (0.11s): {"success": false, "error": "Ambiguous skill name 'research/research-critism': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized
2026-07-15 10:33:55,173 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6096 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:33:55,442 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6089 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:33:55,444 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #48: model=default provider=custom in=91253 out=110 total=91363 latency=3.0s
2026-07-15 10:33:55,468 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=10/60 budget=9/60 tool_turns=47 last_msg_role=assistant response_len=376 session=20260712_081412_654c5f58
2026-07-15 10:33:55,527 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=206.6s api_calls=10 response=376 chars
2026-07-15 10:33:55,566 INFO gateway.platforms.base: [Telegram] Sending response (376 chars) to -1003707758328
2026-07-15 10:33:56,842 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6052 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:33:56,842 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #29: model=default provider=custom in=100525 out=711 total=101236 latency=20.7s
2026-07-15 10:33:56,992 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.12s, 138 chars)
2026-07-15 10:33:57,072 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6098 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:34:06,345 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6084 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:34:06,346 INFO [20260715_103351_c33a05] agent.conversation_loop: API call #1: model=default provider=custom in=14825 out=507 total=15332 latency=15.1s
2026-07-15 10:34:06,474 WARNING tools.skills_tool: Skill name collision for 'research-critism': 3 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-critism/SKILL.md
2026-07-15 10:34:06,475 INFO agent.tool_executor: tool skill_view failed (0.11s): {"success": false, "error": "Ambiguous skill name 'research-critism': 3 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", 
2026-07-15 10:34:06,492 INFO agent.tool_executor: tool read_file completed (0.13s, 20392 chars)
2026-07-15 10:34:06,493 WARNING [20260715_103351_c33a05] agent.tool_executor: Tool skill_view returned error (0.11s): {"success": false, "error": "Ambiguous skill name 'research-critism': 3 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", 
2026-07-15 10:34:06,545 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6103 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:34:18,178 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (62 chars)
2026-07-15 10:34:18,391 INFO [20260714_114920_9d9d2d3b] run_agent: OpenAI client aborted (stream_interrupt_abort, shared=False, tcp_force_closed=0, deferred_close=stranger_thread) thread=hermes-gateway_1:135523347699392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:34:18,401 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=interrupted_during_api_call model=default api_calls=6/60 budget=6/60 tool_turns=66 last_msg_role=assistant response_len=66 session=20260714_114920_9d9d2d3b
2026-07-15 10:34:18,710 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=159 msg='[NN Vo] test lại cron job phải chạy vào 9h sáng nay nhưng b bị fail đi'
2026-07-15 10:34:18,765 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6104 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:34:25,239 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6104 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:34:25,239 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #30: model=default provider=custom in=100009 out=257 total=100266 latency=6.5s
2026-07-15 10:34:27,574 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6091 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:34:27,576 INFO [20260715_103352_af8d82] agent.conversation_loop: API call #2: model=default provider=custom in=14994 out=346 total=15340 latency=32.6s cache=8098/14994 (54%)
2026-07-15 10:34:27,699 INFO [20260715_103352_af8d82] agent.tool_executor: tool read_file completed (0.11s, 11461 chars)
2026-07-15 10:34:27,744 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6109 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:34:38,651 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6103 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:34:38,653 INFO [20260715_103351_c33a05] agent.conversation_loop: API call #2: model=default provider=custom in=21571 out=340 total=21911 latency=32.1s
2026-07-15 10:34:38,793 INFO [20260715_103351_c33a05] agent.tool_executor: tool read_file completed (0.12s, 11461 chars)
2026-07-15 10:34:38,823 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6114 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:34:43,286 WARNING hermes_cli.plugins: Plugin operate/handoff-task: unknown kind 'command' (valid: backend, exclusive, model-provider, platform, standalone); treating as 'standalone'
2026-07-15 10:34:43,651 INFO hermes_cli.plugins: Plugin 'browser-browser-use' registered browser provider: browser-use
2026-07-15 10:34:43,654 INFO hermes_cli.plugins: Plugin 'browser-browserbase' registered browser provider: browserbase
2026-07-15 10:34:43,658 INFO hermes_cli.plugins: Plugin 'browser-firecrawl' registered browser provider: firecrawl
2026-07-15 10:34:43,970 INFO hermes_cli.plugins: Plugin 'fal' registered image_gen provider: fal
2026-07-15 10:34:43,972 INFO hermes_cli.plugins: Plugin 'krea' registered image_gen provider: krea
2026-07-15 10:34:43,975 INFO hermes_cli.plugins: Plugin 'openai' registered image_gen provider: openai
2026-07-15 10:34:43,977 INFO hermes_cli.plugins: Plugin 'openai-codex' registered image_gen provider: openai-codex
2026-07-15 10:34:43,978 INFO hermes_cli.plugins: Plugin 'openrouter' registered image_gen provider: openrouter
2026-07-15 10:34:43,978 INFO hermes_cli.plugins: Plugin 'openrouter' registered image_gen provider: nous
2026-07-15 10:34:43,982 INFO hermes_cli.plugins: Plugin 'xai' registered image_gen provider: xai
2026-07-15 10:34:44,008 INFO hermes_cli.plugins: Plugin 'fal' registered video_gen provider: fal
2026-07-15 10:34:44,011 INFO hermes_cli.plugins: Plugin 'xai' registered video_gen provider: xai
2026-07-15 10:34:44,022 INFO hermes_cli.plugins: Plugin 'web-brave-free' registered web provider: brave-free
2026-07-15 10:34:44,026 INFO hermes_cli.plugins: Plugin 'web-ddgs' registered web provider: ddgs
2026-07-15 10:34:44,031 INFO hermes_cli.plugins: Plugin 'web-exa' registered web provider: exa
2026-07-15 10:34:44,042 INFO hermes_cli.plugins: Plugin 'web-firecrawl' registered web provider: firecrawl
2026-07-15 10:34:44,046 INFO hermes_cli.plugins: Plugin 'web-parallel' registered web provider: parallel
2026-07-15 10:34:44,050 INFO hermes_cli.plugins: Plugin 'web-searxng' registered web provider: searxng
2026-07-15 10:34:44,054 INFO hermes_cli.plugins: Plugin 'web-tavily' registered web provider: tavily
2026-07-15 10:34:44,057 INFO hermes_cli.plugins: Plugin 'web-xai' registered web provider: xai
2026-07-15 10:34:44,174 WARNING hermes_cli.plugins: Plugin 'ai-os' tried to register command '/handoff' which conflicts with a built-in command. Skipping.
2026-07-15 10:34:44,174 INFO hermes_cli.plugins: Plugin discovery complete: 53 found, 45 enabled
2026-07-15 10:34:45,413 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6109 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:34:45,415 INFO [20260715_103352_af8d82] agent.conversation_loop: API call #3: model=default provider=custom in=18700 out=43 total=18743 latency=17.7s
2026-07-15 10:34:45,552 INFO [20260715_103352_af8d82] agent.tool_executor: tool read_file completed (0.11s, 8692 chars)
2026-07-15 10:34:45,591 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6119 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:34:47,732 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6098 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:35:00,212 WARNING [20260714_114920_9d9d2d3b] tools.send_message_tool: Parse mode MarkdownV2 failed in _send_telegram, falling back to plain text: Can't parse entities: character '(' is reserved and must be escaped with the preceding '\'
2026-07-15 10:35:00,493 WARNING [20260714_114920_9d9d2d3b] tools.send_message_tool: Parse mode MarkdownV2 failed in _send_telegram, falling back to plain text: Can't parse entities: character '(' is reserved and must be escaped with the preceding '\'
2026-07-15 10:35:00,747 WARNING [20260714_114920_9d9d2d3b] tools.send_message_tool: Parse mode MarkdownV2 failed in _send_telegram, falling back to plain text: Can't parse entities: character '(' is reserved and must be escaped with the preceding '\'
2026-07-15 10:35:04,234 WARNING [20260714_114920_9d9d2d3b] tools.send_message_tool: Parse mode MarkdownV2 failed in _send_telegram, falling back to plain text: Can't parse entities: character '(' is reserved and must be escaped with the preceding '\'
2026-07-15 10:35:04,491 WARNING [20260714_114920_9d9d2d3b] tools.send_message_tool: Parse mode MarkdownV2 failed in _send_telegram, falling back to plain text: Can't parse entities: character '(' is reserved and must be escaped with the preceding '\'
2026-07-15 10:35:09,504 ERROR [20260714_114920_9d9d2d3b] cron.scheduler: Job 'd8f3f494ccfd': delivery error: Telegram send failed: Timed out
2026-07-15 10:35:09,517 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool cronjob completed (44.21s, 742 chars)
2026-07-15 10:35:09,576 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6121 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:35:12,501 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6096 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:35:12,503 INFO [20260715_103349_1b4d85] agent.conversation_loop: API call #3: model=default provider=custom in=24368 out=103 total=24471 latency=77.3s
2026-07-15 10:35:12,627 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (182 chars)
2026-07-15 10:35:12,643 INFO [20260715_103349_1b4d85] agent.tool_executor: tool read_file completed (0.12s, 11461 chars)
2026-07-15 10:35:12,651 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tại sao các task nghiên cứu này đều chưa xong nhưng đều move sang status done. T' reply_to_id=12 reply_to_text=''
2026-07-15 10:35:12,789 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6126 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:35:12,933 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 10:35:13,000 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=145 msg='[NN Vo] tại sao các task nghiên cứu này đều chưa xong nhưng đều move sang status...'
2026-07-15 10:35:13,025 INFO [20260712_081412_654c5f58] agent.conversation_loop: Repaired 3 message-alternation violations before request (session=20260712_081412_654c5f58)
2026-07-15 10:35:13,069 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6127 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:35:18,123 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6119 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:35:18,125 INFO [20260715_103352_af8d82] agent.conversation_loop: API call #4: model=default provider=custom in=21575 out=726 total=22301 latency=32.6s cache=12187/21575 (56%)
2026-07-15 10:35:18,647 INFO [20260715_103352_af8d82] agent.tool_executor: tool search_files completed (0.48s, 18 chars)
2026-07-15 10:35:18,675 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6131 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:35:20,482 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6114 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:35:20,484 INFO [20260715_103351_c33a05] agent.conversation_loop: API call #3: model=default provider=custom in=25277 out=4585 total=29862 latency=41.7s cache=16269/25277 (64%)
2026-07-15 10:35:20,565 INFO [20260715_103351_c33a05] agent.tool_executor: tool search_files completed (0.06s, 121 chars)
2026-07-15 10:35:20,596 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6134 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:35:26,919 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6131 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:35:26,921 INFO [20260715_103352_af8d82] agent.conversation_loop: API call #5: model=default provider=custom in=19693 out=226 total=19919 latency=8.3s cache=9728/19693 (49%)
2026-07-15 10:35:27,004 INFO agent.tool_executor: tool search_files completed (0.06s, 121 chars)
2026-07-15 10:35:27,745 INFO agent.tool_executor: tool search_files completed (0.80s, 18 chars)
2026-07-15 10:35:27,782 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6139 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:35:29,035 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6126 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:35:29,036 INFO [20260715_103349_1b4d85] agent.conversation_loop: API call #4: model=default provider=custom in=25727 out=339 total=26066 latency=16.3s
2026-07-15 10:35:32,270 INFO agent.tool_executor: tool search_files completed (3.21s, 18 chars)
2026-07-15 10:35:32,325 INFO agent.tool_executor: tool search_files completed (3.27s, 4488 chars)
2026-07-15 10:35:32,372 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6144 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:35:33,281 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6121 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:35:33,282 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #31: model=default provider=custom in=96284 out=653 total=96937 latency=23.7s cache=89088/96284 (93%)
2026-07-15 10:35:33,953 WARNING hermes_cli.plugins: Plugin operate/handoff-task: unknown kind 'command' (valid: backend, exclusive, model-provider, platform, standalone); treating as 'standalone'
2026-07-15 10:35:34,058 INFO hermes_cli.plugins: Plugin 'browser-browser-use' registered browser provider: browser-use
2026-07-15 10:35:34,060 INFO hermes_cli.plugins: Plugin 'browser-browserbase' registered browser provider: browserbase
2026-07-15 10:35:34,061 INFO hermes_cli.plugins: Plugin 'browser-firecrawl' registered browser provider: firecrawl
2026-07-15 10:35:34,233 INFO hermes_cli.plugins: Plugin 'fal' registered image_gen provider: fal
2026-07-15 10:35:34,234 INFO hermes_cli.plugins: Plugin 'krea' registered image_gen provider: krea
2026-07-15 10:35:34,236 INFO hermes_cli.plugins: Plugin 'openai' registered image_gen provider: openai
2026-07-15 10:35:34,237 INFO hermes_cli.plugins: Plugin 'openai-codex' registered image_gen provider: openai-codex
2026-07-15 10:35:34,238 INFO hermes_cli.plugins: Plugin 'openrouter' registered image_gen provider: openrouter
2026-07-15 10:35:34,238 INFO hermes_cli.plugins: Plugin 'openrouter' registered image_gen provider: nous
2026-07-15 10:35:34,239 INFO hermes_cli.plugins: Plugin 'xai' registered image_gen provider: xai
2026-07-15 10:35:34,250 INFO hermes_cli.plugins: Plugin 'fal' registered video_gen provider: fal
2026-07-15 10:35:34,251 INFO hermes_cli.plugins: Plugin 'xai' registered video_gen provider: xai
2026-07-15 10:35:34,255 INFO hermes_cli.plugins: Plugin 'web-brave-free' registered web provider: brave-free
2026-07-15 10:35:34,258 INFO hermes_cli.plugins: Plugin 'web-ddgs' registered web provider: ddgs
2026-07-15 10:35:34,261 INFO hermes_cli.plugins: Plugin 'web-exa' registered web provider: exa
2026-07-15 10:35:34,265 INFO hermes_cli.plugins: Plugin 'web-firecrawl' registered web provider: firecrawl
2026-07-15 10:35:34,267 INFO hermes_cli.plugins: Plugin 'web-parallel' registered web provider: parallel
2026-07-15 10:35:34,268 INFO hermes_cli.plugins: Plugin 'web-searxng' registered web provider: searxng
2026-07-15 10:35:34,269 INFO hermes_cli.plugins: Plugin 'web-tavily' registered web provider: tavily
2026-07-15 10:35:34,271 INFO hermes_cli.plugins: Plugin 'web-xai' registered web provider: xai
2026-07-15 10:35:34,401 WARNING hermes_cli.plugins: Plugin 'ai-os' tried to register command '/handoff' which conflicts with a built-in command. Skipping.
2026-07-15 10:35:34,402 INFO hermes_cli.plugins: Plugin discovery complete: 53 found, 45 enabled
2026-07-15 10:35:39,023 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6144 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:35:39,024 INFO [20260715_103349_1b4d85] agent.conversation_loop: API call #5: model=default provider=custom in=27291 out=223 total=27514 latency=6.7s cache=23552/27291 (86%)
2026-07-15 10:35:39,241 WARNING tools.skills_tool: Skill name collision for 'research/research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-15 10:35:39,244 INFO agent.tool_executor: tool skill_view failed (0.20s): {"success": false, "error": "Ambiguous skill name 'research/research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorize
2026-07-15 10:35:39,269 INFO agent.tool_executor: tool search_files completed (0.22s, 18 chars)
2026-07-15 10:35:39,276 INFO agent.tool_executor: tool skill_view completed (0.23s, 61898 chars)
2026-07-15 10:35:39,278 WARNING [20260715_103349_1b4d85] agent.tool_executor: Tool skill_view returned error (0.20s): {"success": false, "error": "Ambiguous skill name 'research/research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorize
2026-07-15 10:35:39,346 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6149 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:35:41,052 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6127 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:35:41,053 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #49: model=default provider=custom in=85340 out=1132 total=86472 latency=28.0s cache=75776/85340 (89%)
2026-07-15 10:35:41,878 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.79s, 507 chars)
2026-07-15 10:35:41,948 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6151 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:35:42,119 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (8.82s, 49 chars)
2026-07-15 10:35:43,249 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.12s, 75 chars)
2026-07-15 10:35:43,308 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6153 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:35:50,356 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6149 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:35:50,356 INFO [20260715_103349_1b4d85] agent.conversation_loop: API call #6: model=default provider=custom in=43750 out=475 total=44225 latency=11.0s cache=25088/43750 (57%)
2026-07-15 10:35:51,176 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6151 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:35:51,177 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #50: model=default provider=custom in=85871 out=247 total=86118 latency=9.3s cache=82944/85871 (97%)
2026-07-15 10:35:51,229 INFO [20260715_103349_1b4d85] agent.tool_executor: tool terminal completed (0.84s, 1782 chars)
2026-07-15 10:35:52,087 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.81s, 5264 chars)
2026-07-15 10:35:52,140 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6156 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:35:52,854 INFO [20260715_103349_1b4d85] agent.tool_executor: tool terminal completed (0.58s, 528 chars)
2026-07-15 10:35:52,899 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6158 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:35:53,130 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6153 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:35:53,132 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #32: model=default provider=custom in=96624 out=304 total=96928 latency=9.8s cache=94208/96624 (97%)
2026-07-15 10:35:53,820 WARNING hermes_cli.plugins: Plugin operate/handoff-task: unknown kind 'command' (valid: backend, exclusive, model-provider, platform, standalone); treating as 'standalone'
2026-07-15 10:35:53,921 INFO hermes_cli.plugins: Plugin 'browser-browser-use' registered browser provider: browser-use
2026-07-15 10:35:53,922 INFO hermes_cli.plugins: Plugin 'browser-browserbase' registered browser provider: browserbase
2026-07-15 10:35:53,924 INFO hermes_cli.plugins: Plugin 'browser-firecrawl' registered browser provider: firecrawl
2026-07-15 10:35:54,078 INFO hermes_cli.plugins: Plugin 'fal' registered image_gen provider: fal
2026-07-15 10:35:54,078 INFO hermes_cli.plugins: Plugin 'krea' registered image_gen provider: krea
2026-07-15 10:35:54,079 INFO hermes_cli.plugins: Plugin 'openai' registered image_gen provider: openai
2026-07-15 10:35:54,080 INFO hermes_cli.plugins: Plugin 'openai-codex' registered image_gen provider: openai-codex
2026-07-15 10:35:54,081 INFO hermes_cli.plugins: Plugin 'openrouter' registered image_gen provider: openrouter
2026-07-15 10:35:54,081 INFO hermes_cli.plugins: Plugin 'openrouter' registered image_gen provider: nous
2026-07-15 10:35:54,082 INFO hermes_cli.plugins: Plugin 'xai' registered image_gen provider: xai
2026-07-15 10:35:54,091 INFO hermes_cli.plugins: Plugin 'fal' registered video_gen provider: fal
2026-07-15 10:35:54,092 INFO hermes_cli.plugins: Plugin 'xai' registered video_gen provider: xai
2026-07-15 10:35:54,095 INFO hermes_cli.plugins: Plugin 'web-brave-free' registered web provider: brave-free
2026-07-15 10:35:54,096 INFO hermes_cli.plugins: Plugin 'web-ddgs' registered web provider: ddgs
2026-07-15 10:35:54,097 INFO hermes_cli.plugins: Plugin 'web-exa' registered web provider: exa
2026-07-15 10:35:54,099 INFO hermes_cli.plugins: Plugin 'web-firecrawl' registered web provider: firecrawl
2026-07-15 10:35:54,100 INFO hermes_cli.plugins: Plugin 'web-parallel' registered web provider: parallel
2026-07-15 10:35:54,101 INFO hermes_cli.plugins: Plugin 'web-searxng' registered web provider: searxng
2026-07-15 10:35:54,102 INFO hermes_cli.plugins: Plugin 'web-tavily' registered web provider: tavily
2026-07-15 10:35:54,104 INFO hermes_cli.plugins: Plugin 'web-xai' registered web provider: xai
2026-07-15 10:35:54,200 WARNING hermes_cli.plugins: Plugin 'ai-os' tried to register command '/handoff' which conflicts with a built-in command. Skipping.
2026-07-15 10:35:54,200 INFO hermes_cli.plugins: Plugin discovery complete: 53 found, 45 enabled
2026-07-15 10:36:00,818 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6139 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:00,819 INFO [20260715_103352_af8d82] agent.conversation_loop: API call #6: model=default provider=custom in=19912 out=1680 total=21592 latency=33.1s cache=17408/19912 (87%)
2026-07-15 10:36:01,192 INFO [20260715_103352_af8d82] agent.tool_executor: tool patch completed (0.31s, 2794 chars)
2026-07-15 10:36:01,227 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6168 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:01,388 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6156 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:01,389 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #51: model=default provider=custom in=87086 out=277 total=87363 latency=9.3s cache=83456/87086 (96%)
2026-07-15 10:36:01,978 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (8.82s, 149 chars)
2026-07-15 10:36:02,064 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6170 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:03,497 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (2.00s, 2308 chars)
2026-07-15 10:36:03,562 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6171 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:06,854 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6158 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:06,856 INFO [20260715_103349_1b4d85] agent.conversation_loop: API call #7: model=default provider=custom in=44451 out=415 total=44866 latency=14.0s
2026-07-15 10:36:07,811 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6168 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:07,813 INFO [20260715_103352_af8d82] agent.conversation_loop: API call #7: model=default provider=custom in=21407 out=291 total=21698 latency=6.6s cache=17408/21407 (81%)
2026-07-15 10:36:07,909 INFO agent.tool_executor: tool search_files completed (0.07s, 18 chars)
2026-07-15 10:36:08,133 INFO agent.tool_executor: tool search_files completed (0.30s, 18 chars)
2026-07-15 10:36:08,175 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6177 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:08,262 INFO [20260715_103349_1b4d85] agent.tool_executor: tool terminal completed (1.39s, 106 chars)
2026-07-15 10:36:08,302 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6178 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:10,206 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6134 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:10,206 INFO [20260715_103351_c33a05] agent.conversation_loop: API call #4: model=default provider=custom in=23090 out=2592 total=25682 latency=49.6s
2026-07-15 10:36:10,939 INFO [20260715_103351_c33a05] agent.tool_executor: tool patch completed (0.68s, 2379 chars)
2026-07-15 10:36:10,970 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6187 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:11,505 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6170 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:11,507 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #33: model=default provider=custom in=96986 out=491 total=97477 latency=9.5s cache=94208/96986 (97%)
2026-07-15 10:36:11,589 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/60 budget=4/60 tool_turns=69 last_msg_role=assistant response_len=1644 session=20260714_114920_9d9d2d3b
2026-07-15 10:36:11,615 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=186.0s api_calls=4 response=1644 chars
2026-07-15 10:36:11,668 INFO gateway.platforms.base: [Telegram] Sending response (1644 chars) to -1003707758328
2026-07-15 10:36:12,077 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6177 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:12,080 INFO [20260715_103352_af8d82] agent.conversation_loop: API call #8: model=default provider=custom in=21594 out=92 total=21686 latency=3.9s
2026-07-15 10:36:12,358 INFO [20260715_103352_af8d82] agent.tool_executor: tool search_files completed (0.24s, 12925 chars)
2026-07-15 10:36:12,389 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6190 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:15,044 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6190 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:15,046 INFO [20260715_103352_af8d82] agent.conversation_loop: Empty response after tool calls — nudging model to continue processing
2026-07-15 10:36:15,063 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6187 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:15,064 INFO [20260715_103351_c33a05] agent.conversation_loop: API call #5: model=default provider=custom in=24373 out=78 total=24451 latency=4.1s cache=6144/24373 (25%)
2026-07-15 10:36:15,070 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6191 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:15,235 INFO [20260715_103351_c33a05] agent.tool_executor: tool read_file completed (0.14s, 2556 chars)
2026-07-15 10:36:15,287 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6196 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:19,692 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6171 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:19,695 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #52: model=default provider=custom in=87721 out=774 total=88495 latency=16.2s cache=84992/87721 (97%)
2026-07-15 10:36:20,034 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6178 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:20,035 INFO [20260715_103349_1b4d85] agent.conversation_loop: API call #8: model=default provider=custom in=44578 out=328 total=44906 latency=11.8s
2026-07-15 10:36:20,175 INFO [20260715_103349_1b4d85] agent.tool_executor: tool terminal completed (0.12s, 191 chars)
2026-07-15 10:36:21,603 INFO [20260715_103349_1b4d85] agent.tool_executor: tool search_files completed (0.41s, 18 chars)
2026-07-15 10:36:21,639 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6201 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:21,957 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (2.21s, 2534 chars)
2026-07-15 10:36:22,008 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6202 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:25,130 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6201 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:25,133 INFO [20260715_103349_1b4d85] agent.conversation_loop: API call #9: model=default provider=custom in=50497 out=646 total=51143 latency=3.5s
2026-07-15 10:36:25,487 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6202 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:25,488 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #53: model=default provider=custom in=94894 out=212 total=95106 latency=3.5s
2026-07-15 10:36:25,525 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=5/60 budget=5/60 tool_turns=51 last_msg_role=assistant response_len=743 session=20260712_081412_654c5f58
2026-07-15 10:36:25,609 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=73.0s api_calls=5 response=743 chars
2026-07-15 10:36:25,694 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:25,711 INFO gateway.platforms.base: [Telegram] Sending response (743 chars) to -1003707758328
2026-07-15 10:36:25,808 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 10:36:25,835 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=152 msg='Review the conversation above and update two things:  **Memory**: who the user i...'
2026-07-15 10:36:25,885 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6204 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:26,547 INFO [20260715_103349_1b4d85] agent.tool_executor: tool terminal completed (1.40s, 106 chars)
2026-07-15 10:36:26,599 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6205 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:27,490 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6191 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:27,491 INFO [20260715_103352_af8d82] agent.conversation_loop: API call #9: model=default provider=custom in=28045 out=2938 total=30983 latency=12.4s
2026-07-15 10:36:27,527 INFO [20260715_103352_af8d82] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=10/50 budget=10/50 tool_turns=8 last_msg_role=assistant response_len=2756 session=20260715_103352_af8d82
2026-07-15 10:36:27,538 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=async-delegate_1:135523356092096 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:29,359 INFO gateway.run: Watch pattern notification — injecting for telegram chat=-1003707758328 thread=12
2026-07-15 10:36:29,373 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='[ASYNC DELEGATION BATCH COMPLETE — deleg_7fa7336d] A background fan-out of 1 sub' reply_to_id=None reply_to_text=''
2026-07-15 10:36:29,513 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 10:36:29,575 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6205 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:29,576 INFO [20260715_103349_1b4d85] agent.conversation_loop: API call #10: model=default provider=custom in=48614 out=241 total=48855 latency=3.0s
2026-07-15 10:36:29,619 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=155 msg='[NN Vo] [ASYNC DELEGATION BATCH COMPLETE — deleg_7fa7336d] A background fan-out ...'
2026-07-15 10:36:29,652 WARNING [20260715_103349_1b4d85] agent.tool_executor: Tool terminal returned error (0.05s): {"output": "/usr/bin/bash: line 3: sqlite3: command not found", "exit_code": 127, "error": null}
2026-07-15 10:36:29,659 INFO [20260712_081412_654c5f58] agent.conversation_loop: Repaired 3 message-alternation violations before request (session=20260712_081412_654c5f58)
2026-07-15 10:36:29,718 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6207 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:29,726 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6208 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:32,386 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6208 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:32,387 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #54: model=default provider=custom in=95314 out=273 total=95587 latency=2.7s
2026-07-15 10:36:32,510 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.11s, 3263 chars)
2026-07-15 10:36:32,562 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6213 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:32,778 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6204 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:32,779 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=96431 out=784 total=97215 latency=6.9s
2026-07-15 10:36:32,792 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool memory returned error (0.01s): {"success": false, "error": "Memory at 1,295/1,375 chars. Adding this entry (136 chars) would exceed the limit. Consolidate now: use 'replace' to merge overlapping entries into shorter ones or 'remove
2026-07-15 10:36:32,835 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6214 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:33,472 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6207 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:33,473 INFO [20260715_103349_1b4d85] agent.conversation_loop: API call #11: model=default provider=custom in=48767 out=466 total=49233 latency=3.8s
2026-07-15 10:36:33,613 WARNING [20260715_103349_1b4d85] agent.tool_executor: Tool terminal returned error (0.12s): {"output": "Traceback (most recent call last):\n  File \"<stdin>\", line 4, in <module>\nsqlite3.OperationalError: no such column: updated_at", "exit_code": 1, "error": null}
2026-07-15 10:36:33,646 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6216 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:34,384 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6213 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:34,385 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #55: model=default provider=custom in=96207 out=331 total=96538 latency=1.8s cache=89428/96207 (93%)
2026-07-15 10:36:34,442 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.04s, 4388 chars)
2026-07-15 10:36:34,492 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6218 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:37,419 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6218 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:37,422 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #56: model=default provider=custom in=97780 out=857 total=98637 latency=2.9s cache=93499/97780 (96%)
2026-07-15 10:36:37,556 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_2:135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:37,652 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 10:36:37,689 INFO [20260712_081412_654c5f58] tools.async_delegation: Dispatched async delegation batch deleg_5e3366dd (1 task(s), session_key=agent:main:telegram:group:-1003707758328:12)
2026-07-15 10:36:37,689 INFO [20260712_081412_654c5f58] agent.tool_executor: tool delegate_task completed (0.21s, 381 chars)
2026-07-15 10:36:37,695 INFO [20260715_103637_fc9bfc] agent.turn_context: conversation turn: session=20260715_103637_fc9bfc model=default provider=custom platform=subagent history=0 msg='Grill QA Critique: Singapore Topic (t_ac4ac753) - Retry with stable model'
2026-07-15 10:36:37,758 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6220 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:38,751 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_2:135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:38,835 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 10:36:38,876 INFO [20260712_081412_654c5f58] tools.delegate_tool: delegate_task: async pool at capacity (Async delegation capacity reached (3 running). Wait for one to finish (its result will re-enter the chat), or raise delegation.max_concurrent_children in config.yaml to allow more concurrent background units.); running the whole batch synchronously instead.
2026-07-15 10:36:38,881 INFO [20260715_103638_15d0f2] agent.turn_context: conversation turn: session=20260715_103638_15d0f2 model=default provider=custom platform=subagent history=0 msg='Grill QA Critique: Indonesia Topic (t_e1d0dd65)'
2026-07-15 10:36:38,926 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6222 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:40,238 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6196 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:40,240 INFO [20260715_103351_c33a05] agent.conversation_loop: API call #6: model=default provider=custom in=28866 out=6285 total=35151 latency=25.0s
2026-07-15 10:36:40,420 INFO [20260715_103351_c33a05] agent.tool_executor: tool write_file completed (0.15s, 545 chars)
2026-07-15 10:36:40,449 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6229 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:42,133 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6229 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:42,133 INFO [20260715_103351_c33a05] agent.conversation_loop: API call #7: model=default provider=custom in=33978 out=112 total=34090 latency=1.7s cache=20360/33978 (60%)
2026-07-15 10:36:42,197 WARNING [20260715_103351_c33a05] agent.tool_executor: Tool search_files returned error (0.05s): {"total_count": 0, "error": "Search failed: rg: regex parse error:\n    (?:*t_4aa8424f*)\n       ^\nerror: repetition operator missing expression"}
2026-07-15 10:36:42,226 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6232 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:42,718 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6222 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:42,720 INFO [20260715_103638_15d0f2] agent.conversation_loop: API call #1: model=default provider=custom in=14810 out=169 total=14979 latency=3.8s cache=8053/14810 (54%)
2026-07-15 10:36:42,821 WARNING [20260715_103638_15d0f2] tools.skills_tool: Skill name collision for 'research-critism': 3 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-critism/SKILL.md
2026-07-15 10:36:42,821 WARNING [20260715_103638_15d0f2] agent.tool_executor: Tool skill_view returned error (0.08s): {"success": false, "error": "Ambiguous skill name 'research-critism': 3 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", 
2026-07-15 10:36:42,863 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6233 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:44,877 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6232 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:44,878 INFO [20260715_103351_c33a05] agent.conversation_loop: API call #8: model=default provider=custom in=34064 out=30 total=34094 latency=2.7s cache=28499/34064 (84%)
2026-07-15 10:36:45,026 INFO [20260715_103351_c33a05] agent.tool_executor: tool search_files completed (0.13s, 18 chars)
2026-07-15 10:36:45,052 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6236 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:49,936 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6216 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:49,937 INFO [20260715_103349_1b4d85] agent.conversation_loop: API call #12: model=default provider=custom in=48291 out=129 total=48420 latency=16.3s
2026-07-15 10:36:50,076 INFO [20260715_103349_1b4d85] agent.tool_executor: tool terminal completed (0.12s, 1531 chars)
2026-07-15 10:36:50,116 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6238 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:56,817 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6233 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:56,818 INFO [20260715_103638_15d0f2] agent.conversation_loop: API call #2: model=default provider=custom in=13132 out=49 total=13181 latency=14.0s cache=9728/13132 (74%)
2026-07-15 10:36:56,899 WARNING [20260715_103638_15d0f2] tools.skills_tool: Skill name collision for 'research/research-critism': 2 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-critism/SKILL.md
2026-07-15 10:36:56,900 WARNING [20260715_103638_15d0f2] agent.tool_executor: Tool skill_view returned error (0.06s): {"success": false, "error": "Ambiguous skill name 'research/research-critism': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized
2026-07-15 10:36:56,935 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6239 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:59,859 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6239 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:36:59,860 INFO [20260715_103638_15d0f2] agent.conversation_loop: API call #3: model=default provider=custom in=13308 out=101 total=13409 latency=2.9s cache=10752/13308 (81%)
2026-07-15 10:36:59,983 INFO [20260715_103638_15d0f2] agent.tool_executor: tool read_file completed (0.10s, 4769 chars)
2026-07-15 10:37:00,017 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6244 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:37:00,039 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6236 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:37:00,044 INFO [20260715_103351_c33a05] agent.conversation_loop: API call #9: model=default provider=custom in=31582 out=217 total=31799 latency=15.0s cache=20992/31582 (66%)
2026-07-15 10:37:00,142 INFO agent.tool_executor: tool search_files completed (0.08s, 18 chars)
2026-07-15 10:37:00,266 INFO agent.tool_executor: tool search_files completed (0.20s, 18 chars)
2026-07-15 10:37:00,301 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6250 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:37:04,337 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6244 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:37:04,338 INFO [20260715_103638_15d0f2] agent.conversation_loop: API call #4: model=default provider=custom in=14927 out=161 total=15088 latency=4.3s cache=10752/14927 (72%)
2026-07-15 10:37:04,452 INFO agent.tool_executor: tool read_file completed (0.10s, 12617 chars)
2026-07-15 10:37:04,458 INFO agent.tool_executor: tool read_file completed (0.10s, 10535 chars)
2026-07-15 10:37:04,507 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6259 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:37:05,128 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6238 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:37:05,128 INFO [20260715_103349_1b4d85] agent.conversation_loop: API call #13: model=default provider=custom in=46413 out=654 total=47067 latency=15.0s cache=41984/46413 (90%)
2026-07-15 10:37:05,238 INFO [20260715_103349_1b4d85] agent.tool_executor: tool terminal completed (0.09s, 151 chars)
2026-07-15 10:37:05,727 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6214 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:37:05,728 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=95759 out=210 total=95969 latency=32.9s
2026-07-15 10:37:05,738 INFO [20260712_081412_654c5f58] agent.tool_executor: tool memory completed (0.01s, 209 chars)
2026-07-15 10:37:05,779 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6261 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:37:07,029 INFO [20260715_103349_1b4d85] agent.tool_executor: tool terminal completed (0.78s, 76 chars)
2026-07-15 10:37:07,064 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6263 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:37:11,364 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6220 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:37:11,365 INFO [20260715_103637_fc9bfc] agent.conversation_loop: API call #1: model=default provider=custom in=14912 out=257 total=15169 latency=33.6s
2026-07-15 10:37:11,447 WARNING [20260715_103637_fc9bfc] tools.skills_tool: Skill name collision for 'research-critism': 3 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-critism/SKILL.md
2026-07-15 10:37:11,448 WARNING [20260715_103637_fc9bfc] agent.tool_executor: Tool skill_view returned error (0.07s): {"success": false, "error": "Ambiguous skill name 'research-critism': 3 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", 
2026-07-15 10:37:11,475 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6264 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:37:12,260 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6259 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:37:12,261 INFO [20260715_103638_15d0f2] agent.conversation_loop: API call #5: model=default provider=custom in=22358 out=378 total=22736 latency=7.8s cache=12800/22358 (57%)
2026-07-15 10:37:12,330 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6250 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:37:12,331 INFO [20260715_103351_c33a05] agent.conversation_loop: API call #10: model=default provider=custom in=31771 out=567 total=32338 latency=12.0s cache=29184/31771 (92%)
2026-07-15 10:37:12,385 INFO [20260715_103638_15d0f2] agent.tool_executor: tool session_search completed (0.11s, 142 chars)
2026-07-15 10:37:12,423 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6266 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:37:12,500 INFO [20260715_103351_c33a05] agent.tool_executor: tool read_file completed (0.11s, 1777 chars)
2026-07-15 10:37:12,531 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6270 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:37:13,601 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6264 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:37:13,601 INFO [20260715_103637_fc9bfc] agent.conversation_loop: API call #2: model=default provider=custom in=13227 out=54 total=13281 latency=2.1s cache=9728/13227 (74%)
2026-07-15 10:37:13,681 WARNING [20260715_103637_fc9bfc] tools.skills_tool: Skill name collision for 'research/research-critism/SKILL.md': 2 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-critism/SKILL.md
2026-07-15 10:37:13,683 WARNING [20260715_103637_fc9bfc] agent.tool_executor: Tool skill_view returned error (0.06s): {"success": false, "error": "Ambiguous skill name 'research/research-critism/SKILL.md': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its ca
2026-07-15 10:37:13,706 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6271 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:37:16,106 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6271 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:37:16,107 INFO [20260715_103637_fc9bfc] agent.conversation_loop: API call #3: model=default provider=custom in=13411 out=75 total=13486 latency=2.4s cache=10752/13411 (80%)
2026-07-15 10:37:16,132 WARNING [20260715_103637_fc9bfc] agent.tool_executor: Tool skill_view returned error (0.00s): {"success": false, "error": "Skill name must be a relative path within the skills directory.", "hint": "Use a skill name or relative path within the skills directory."}

[Tool loop warning: same_tool_
2026-07-15 10:37:16,160 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6272 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:37:16,771 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6266 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:37:16,774 INFO [20260715_103638_15d0f2] agent.conversation_loop: API call #6: model=default provider=custom in=22477 out=195 total=22672 latency=4.4s cache=19968/22477 (89%)
2026-07-15 10:37:21,060 INFO [20260715_103638_15d0f2] agent.tool_executor: tool session_search completed (4.25s, 10559 chars)
2026-07-15 10:37:21,096 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6273 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:37:21,975 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6272 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:37:21,975 INFO [20260715_103637_fc9bfc] agent.conversation_loop: API call #4: model=default provider=custom in=13613 out=288 total=13901 latency=5.8s cache=11264/13613 (83%)
2026-07-15 10:37:22,135 INFO agent.tool_executor: tool read_file completed (0.11s, 11461 chars)
2026-07-15 10:37:22,152 INFO agent.tool_executor: tool read_file completed (0.11s, 10535 chars)
2026-07-15 10:37:22,168 INFO agent.tool_executor: tool read_file completed (0.14s, 20624 chars)
2026-07-15 10:37:22,231 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6286 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:37:22,662 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6270 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:37:22,663 INFO [20260715_103351_c33a05] agent.conversation_loop: API call #11: model=default provider=custom in=32387 out=435 total=32822 latency=10.1s cache=29696/32387 (92%)
2026-07-15 10:37:22,772 INFO [20260715_103351_c33a05] agent.tool_executor: tool skill_view completed (0.07s, 22564 chars)
2026-07-15 10:37:22,808 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6287 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:37:26,662 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6263 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:37:26,663 INFO [20260715_103349_1b4d85] agent.conversation_loop: API call #14: model=default provider=custom in=46759 out=1222 total=47981 latency=19.6s cache=44032/46759 (94%)
2026-07-15 10:37:27,462 INFO [20260715_103349_1b4d85] agent.tool_executor: tool terminal completed (0.78s, 528 chars)
2026-07-15 10:37:28,234 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6261 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:37:28,235 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #3: model=default provider=custom in=90827 out=438 total=91265 latency=22.5s
2026-07-15 10:37:28,242 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/16 budget=3/16 tool_turns=53 last_msg_role=assistant response_len=1561 session=20260712_081412_654c5f58
2026-07-15 10:37:28,250 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:37:28,553 INFO [20260715_103349_1b4d85] agent.tool_executor: tool terminal completed (0.08s, 165 chars)
2026-07-15 10:37:28,582 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6290 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:37:30,988 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6286 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:37:30,989 INFO [20260715_103637_fc9bfc] agent.conversation_loop: API call #5: model=default provider=custom in=26787 out=295 total=27082 latency=8.8s cache=6144/26787 (23%)
2026-07-15 10:37:31,015 WARNING [20260715_103637_fc9bfc] tools.terminal_tool: Blocked dangerous workdir: /opt/ai-os/products/ceoباط. (command: python3 - <<'PY'
from pathlib import Path
p=Path('/opt/ai-os/products/ceo/content/research/tourism_benchmarking/projects/singapore/topic.md')
s=p.read_text()
chars=['-','–','—']
for c in chars:
 print)
2026-07-15 10:37:31,017 WARNING [20260715_103637_fc9bfc] agent.tool_executor: Tool terminal returned error (0.01s): {"output": "", "exit_code": -1, "error": "Blocked: workdir contains disallowed character 'ب'. Use a simple filesystem path without shell metacharacters.", "status": "blocked"}
2026-07-15 10:37:31,053 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6291 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:37:31,326 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6287 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:37:31,328 INFO [20260715_103351_c33a05] agent.conversation_loop: API call #12: model=default provider=custom in=39601 out=165 total=39766 latency=8.5s cache=6144/39601 (16%)
2026-07-15 10:37:33,330 INFO [20260715_103351_c33a05] agent.tool_executor: tool terminal completed (1.99s, 195 chars)
2026-07-15 10:37:33,362 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6293 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:37:39,616 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6293 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:37:39,616 INFO [20260715_103351_c33a05] agent.conversation_loop: API call #13: model=default provider=custom in=43048 out=1375 total=44423 latency=6.3s
2026-07-15 10:37:39,635 INFO [20260715_103351_c33a05] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=13/50 budget=13/50 tool_turns=12 last_msg_role=assistant response_len=1937 session=20260715_103351_c33a05
2026-07-15 10:37:39,647 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=async-delegate_2:135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:37:41,415 INFO gateway.run: Watch pattern notification — injecting for telegram chat=-1003707758328 thread=12
2026-07-15 10:37:48,798 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6290 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:37:48,800 INFO [20260715_103349_1b4d85] agent.conversation_loop: API call #15: model=default provider=custom in=47167 out=965 total=48132 latency=20.2s cache=6144/47167 (13%)
2026-07-15 10:37:49,797 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6273 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:37:49,798 INFO [20260715_103638_15d0f2] agent.conversation_loop: API call #7: model=default provider=custom in=25861 out=1910 total=27771 latency=28.7s cache=19968/25861 (77%)
2026-07-15 10:37:50,069 INFO [20260715_103638_15d0f2] agent.tool_executor: tool patch completed (0.23s, 3063 chars)
2026-07-15 10:37:50,106 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6303 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:37:52,611 INFO [20260715_103349_1b4d85] agent.tool_executor: tool terminal completed (3.80s, 331 chars)
2026-07-15 10:37:53,755 INFO [20260715_103349_1b4d85] agent.tool_executor: tool terminal completed (0.09s, 427 chars)
2026-07-15 10:37:53,803 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6305 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:37:55,000 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6303 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:37:55,002 INFO [20260715_103638_15d0f2] agent.conversation_loop: API call #8: model=default provider=custom in=31654 out=604 total=32258 latency=4.9s cache=12196/31654 (39%)
2026-07-15 10:37:55,028 INFO [20260715_103638_15d0f2] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=8/50 budget=8/50 tool_turns=7 last_msg_role=assistant response_len=1392 session=20260715_103638_15d0f2
2026-07-15 10:37:55,039 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=hermes-gateway_2:135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:37:55,049 INFO [20260712_081412_654c5f58] agent.tool_executor: tool delegate_task completed (76.35s, 2858 chars)
2026-07-15 10:37:55,428 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6291 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:37:55,431 INFO [20260715_103637_fc9bfc] agent.conversation_loop: Empty response after tool calls — nudging model to continue processing
2026-07-15 10:37:55,456 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6306 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:37:56,119 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_2:135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:37:56,216 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 10:37:56,246 INFO [20260712_081412_654c5f58] tools.async_delegation: Dispatched async delegation batch deleg_2b9a386d (1 task(s), session_key=agent:main:telegram:group:-1003707758328:12)
2026-07-15 10:37:56,247 INFO [20260712_081412_654c5f58] agent.tool_executor: tool delegate_task completed (0.19s, 351 chars)
2026-07-15 10:37:56,253 INFO [20260715_103756_2d4da4] agent.turn_context: conversation turn: session=20260715_103756_2d4da4 model=default provider=custom platform=subagent history=0 msg='Grill QA Critique: China Topic (t_75844d0c)'
2026-07-15 10:37:56,309 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6308 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:37:56,405 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6309 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:37:57,089 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6306 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:37:57,092 INFO [20260715_103637_fc9bfc] agent.conversation_loop: API call #6: model=default provider=custom in=29335 out=240 total=29575 latency=1.7s
2026-07-15 10:37:57,249 INFO [20260715_103637_fc9bfc] agent.tool_executor: tool terminal completed (0.13s, 489 chars)
2026-07-15 10:37:57,279 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6311 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:37:58,396 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6309 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:37:58,397 INFO [20260715_103756_2d4da4] agent.conversation_loop: API call #1: model=default provider=custom in=14616 out=131 total=14747 latency=2.0s
2026-07-15 10:37:58,489 WARNING [20260715_103756_2d4da4] tools.skills_tool: Skill name collision for 'research-critism': 3 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-critism/SKILL.md
2026-07-15 10:37:58,490 WARNING [20260715_103756_2d4da4] agent.tool_executor: Tool skill_view returned error (0.06s): {"success": false, "error": "Ambiguous skill name 'research-critism': 3 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", 
2026-07-15 10:37:58,526 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6312 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:37:59,571 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6312 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:37:59,571 INFO [20260715_103756_2d4da4] agent.conversation_loop: API call #2: model=default provider=custom in=15000 out=149 total=15149 latency=1.1s
2026-07-15 10:37:59,645 WARNING [20260715_103756_2d4da4] tools.skills_tool: Skill name collision for 'research/research-critism': 2 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-critism/SKILL.md
2026-07-15 10:37:59,646 WARNING [20260715_103756_2d4da4] agent.tool_executor: Tool skill_view returned error (0.06s): {"success": false, "error": "Ambiguous skill name 'research/research-critism': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized
2026-07-15 10:37:59,668 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6313 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:38:00,283 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6308 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:38:00,284 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #57: model=default provider=custom in=101053 out=255 total=101308 latency=4.0s
2026-07-15 10:38:00,321 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/60 budget=4/60 tool_turns=54 last_msg_role=assistant response_len=720 session=20260712_081412_654c5f58
2026-07-15 10:38:00,376 INFO gateway.run: Queued follow-up for session agent:main:telegram:group:-1003707758328:12: final stream delivery not confirmed; sending first response before continuing.
2026-07-15 10:38:01,253 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=162 msg='[NN Vo] [ASYNC DELEGATION BATCH COMPLETE — deleg_883182a4] A background fan-out ...'
2026-07-15 10:38:01,346 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6314 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:38:02,274 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6313 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:38:02,275 INFO [20260715_103756_2d4da4] agent.conversation_loop: API call #3: model=default provider=custom in=15170 out=273 total=15443 latency=2.6s cache=8096/15170 (53%)
2026-07-15 10:38:02,421 INFO agent.tool_executor: tool read_file completed (0.12s, 11461 chars)
2026-07-15 10:38:02,428 INFO agent.tool_executor: tool read_file completed (0.13s, 10535 chars)
2026-07-15 10:38:02,476 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6323 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:38:03,810 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6305 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:38:03,811 INFO [20260715_103349_1b4d85] agent.conversation_loop: API call #16: model=default provider=custom in=55352 out=1555 total=56907 latency=10.0s cache=12202/55352 (22%)
2026-07-15 10:38:04,002 INFO [20260715_103349_1b4d85] agent.tool_executor: tool patch completed (0.17s, 3901 chars)
2026-07-15 10:38:04,036 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6332 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:38:06,297 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6332 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:38:06,297 INFO [20260715_103349_1b4d85] agent.conversation_loop: API call #17: model=default provider=custom in=52848 out=524 total=53372 latency=2.3s cache=44774/52848 (85%)
2026-07-15 10:38:06,442 INFO [20260715_103349_1b4d85] agent.tool_executor: tool terminal completed (0.13s, 98 chars)
2026-07-15 10:38:06,500 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6334 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:38:12,819 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6334 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:38:12,821 INFO [20260715_103349_1b4d85] agent.conversation_loop: API call #18: model=default provider=custom in=53412 out=553 total=53965 latency=6.3s cache=12194/53412 (23%)
2026-07-15 10:38:12,845 INFO [20260715_103349_1b4d85] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=18/50 budget=18/50 tool_turns=17 last_msg_role=assistant response_len=1815 session=20260715_103349_1b4d85
2026-07-15 10:38:12,865 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=async-delegate_0:135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:38:12,926 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:38:13,106 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 10:38:13,136 INFO [20260715_103349_1b4d85] agent.turn_context: conversation turn: session=20260715_103349_1b4d85 model=default provider=custom platform=subagent history=46 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-15 10:38:13,187 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6335 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:38:13,454 INFO gateway.run: Watch pattern notification — injecting for telegram chat=-1003707758328 thread=12
2026-07-15 10:38:19,507 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6323 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:38:19,509 INFO [20260715_103756_2d4da4] agent.conversation_loop: API call #4: model=default provider=custom in=22336 out=407 total=22743 latency=17.1s cache=12186/22336 (55%)
2026-07-15 10:38:19,657 INFO [20260715_103756_2d4da4] agent.tool_executor: tool read_file completed (0.12s, 25404 chars)
2026-07-15 10:38:19,697 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6340 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:38:23,671 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6340 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:38:23,673 INFO [20260715_103756_2d4da4] agent.conversation_loop: API call #5: model=default provider=custom in=30674 out=1798 total=32472 latency=4.0s cache=20355/30674 (66%)
2026-07-15 10:38:23,805 INFO [20260715_103756_2d4da4] agent.tool_executor: tool read_file completed (0.11s, 12612 chars)
2026-07-15 10:38:23,845 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6345 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:38:25,995 INFO gateway.delivery: Cron output preserved for chunking adapter (27919 chars) — full output saved to /root/.hermes/cron/output/cf6e57640673_20260715_103825.txt
2026-07-15 10:38:26,565 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6311 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:38:26,566 INFO [20260715_103637_fc9bfc] agent.conversation_loop: API call #7: model=default provider=custom in=29744 out=3604 total=33348 latency=29.3s
2026-07-15 10:38:26,641 INFO [20260715_103637_fc9bfc] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=8/50 budget=8/50 tool_turns=6 last_msg_role=assistant response_len=13666 session=20260715_103637_fc9bfc
2026-07-15 10:38:26,650 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=async-delegate_1:135523356092096 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:38:27,466 INFO gateway.run: Watch pattern notification — injecting for telegram chat=-1003707758328 thread=12
2026-07-15 10:38:29,306 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6345 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:38:29,307 INFO [20260715_103756_2d4da4] agent.conversation_loop: API call #6: model=default provider=custom in=34599 out=2882 total=37481 latency=5.5s cache=28512/34599 (82%)
2026-07-15 10:38:29,582 INFO [20260715_103756_2d4da4] agent.tool_executor: tool terminal completed (0.26s, 2195 chars)
2026-07-15 10:38:29,631 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6347 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:38:34,709 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6314 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:38:34,709 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #58: model=default provider=custom in=101016 out=659 total=101675 latency=33.4s cache=93494/101016 (93%)
2026-07-15 10:38:34,790 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_1:135523347699392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:38:34,885 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 10:38:34,931 INFO [20260712_081412_654c5f58] tools.async_delegation: Dispatched async delegation batch deleg_4caccccd (1 task(s), session_key=agent:main:telegram:group:-1003707758328:12)
2026-07-15 10:38:34,932 INFO [20260712_081412_654c5f58] agent.tool_executor: tool delegate_task completed (0.20s, 353 chars)
2026-07-15 10:38:34,939 INFO [20260715_103834_757c13] agent.turn_context: conversation turn: session=20260715_103834_757c13 model=default provider=custom platform=subagent history=0 msg='Grill QA Critique: Vietnam Topic (t_c785c0b8)'
2026-07-15 10:38:35,005 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6349 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:38:35,143 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6350 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:38:47,263 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6350 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:38:47,264 INFO [20260715_103834_757c13] agent.conversation_loop: API call #1: model=default provider=custom in=13023 out=183 total=13206 latency=12.1s cache=9728/13023 (75%)
2026-07-15 10:38:47,484 INFO agent.tool_executor: tool read_file completed (0.16s, 18596 chars)
2026-07-15 10:38:47,496 INFO agent.tool_executor: tool read_file completed (0.16s, 10535 chars)
2026-07-15 10:38:47,546 WARNING tools.skills_tool: Skill name collision for 'research-critism': 3 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-critism/SKILL.md
2026-07-15 10:38:47,548 INFO agent.tool_executor: tool skill_view failed (0.22s): {"success": false, "error": "Ambiguous skill name 'research-critism': 3 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", 
2026-07-15 10:38:47,549 WARNING [20260715_103834_757c13] agent.tool_executor: Tool skill_view returned error (0.22s): {"success": false, "error": "Ambiguous skill name 'research-critism': 3 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", 
2026-07-15 10:38:47,598 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6359 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:38:48,756 INFO cron.scheduler: Job 'cf6e57640673': delivered to telegram:-1003707758328 via live adapter
2026-07-15 10:38:51,875 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6359 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:38:51,876 INFO [20260715_103834_757c13] agent.conversation_loop: API call #2: model=default provider=custom in=22390 out=106 total=22496 latency=4.3s cache=10752/22390 (48%)
2026-07-15 10:38:51,931 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6349 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:38:51,933 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #59: model=default provider=custom in=95816 out=376 total=96192 latency=17.0s cache=85504/95816 (89%)
2026-07-15 10:38:51,954 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=55 last_msg_role=assistant response_len=1256 session=20260712_081412_654c5f58
2026-07-15 10:38:51,974 WARNING [20260715_103834_757c13] tools.skills_tool: Skill name collision for 'research/research-critism': 2 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-critism/SKILL.md
2026-07-15 10:38:51,975 WARNING [20260715_103834_757c13] agent.tool_executor: Tool skill_view returned error (0.08s): {"success": false, "error": "Ambiguous skill name 'research/research-critism': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized
2026-07-15 10:38:51,985 INFO gateway.run: Queued follow-up for session agent:main:telegram:group:-1003707758328:12: final stream delivery not confirmed; sending first response before continuing.
2026-07-15 10:38:52,005 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6360 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:38:52,569 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6335 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:38:52,570 INFO [20260715_103349_1b4d85] agent.conversation_loop: API call #1: model=default provider=custom in=54848 out=4005 total=58853 latency=39.4s cache=12195/54848 (22%)
2026-07-15 10:38:52,608 WARNING [20260715_103349_1b4d85] agent.tool_executor: Tool skill_manage returned error (0.03s): {"success": false, "error": "Refusing background curator patch for skill 'hermes-kanban': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, or s
2026-07-15 10:38:52,640 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6361 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:38:52,765 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=166 msg='[NN Vo] [ASYNC DELEGATION BATCH COMPLETE — deleg_0d35cc9b] A background fan-out ...'
2026-07-15 10:38:52,822 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6362 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:38:55,473 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6361 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:38:55,473 INFO [20260715_103349_1b4d85] agent.conversation_loop: API call #2: model=default provider=custom in=52501 out=41 total=52542 latency=2.9s
2026-07-15 10:38:55,512 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Cached user photo at /root/.hermes/cache/images/img_0e6df1cc7f43.jpg
2026-07-15 10:38:55,563 INFO [20260715_103349_1b4d85] agent.tool_executor: tool skill_view completed (0.08s, 61898 chars)
2026-07-15 10:38:55,592 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6363 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:38:56,313 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing photo batch agent:main:telegram:group:-1003707758328:20:photo-burst with 1 image(s)
2026-07-15 10:38:56,324 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tại sao khi tôi báo chạy cron job thì grill-qa lại update 1 loạt news mà ko có f' reply_to_id=20 reply_to_text=''
2026-07-15 10:38:56,434 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 10:38:56,507 INFO gateway.run: Image routing: text (mode=text). Pre-analyzing 1 image(s) via vision_analyze.
2026-07-15 10:38:56,507 INFO tools.vision_tools: Analyzing image: /root/.hermes/cache/images/img_0e6df1cc7f43.jpg
2026-07-15 10:38:56,507 INFO tools.vision_tools: User prompt: Describe everything visible in this image in thorough detail. Include any text, code, data, objects,
2026-07-15 10:38:56,517 INFO tools.vision_tools: Image ready (296.2 KB)
2026-07-15 10:38:56,518 INFO tools.vision_tools: Converting image to base64...
2026-07-15 10:38:56,525 INFO tools.vision_tools: Image converted to base64 (395.0 KB)
2026-07-15 10:38:56,525 INFO tools.vision_tools: Processing image with vision model...
2026-07-15 10:38:57,529 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6360 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:38:57,529 INFO [20260715_103834_757c13] agent.conversation_loop: API call #3: model=default provider=custom in=22586 out=183 total=22769 latency=5.5s cache=19968/22586 (88%)
2026-07-15 10:38:57,645 INFO [20260715_103834_757c13] agent.tool_executor: tool read_file completed (0.10s, 11461 chars)
2026-07-15 10:38:57,683 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6368 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:39:10,577 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6362 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:39:10,578 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #60: model=default provider=custom in=98181 out=1041 total=99222 latency=17.8s cache=93696/98181 (95%)
2026-07-15 10:39:10,601 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=55 last_msg_role=assistant response_len=1709 session=20260712_081412_654c5f58
2026-07-15 10:39:10,668 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=161.3s api_calls=1 response=1709 chars
2026-07-15 10:39:10,735 INFO gateway.platforms.base: [Telegram] Sending response (1709 chars) to -1003707758328
2026-07-15 10:39:18,381 INFO tools.vision_tools: Image analysis completed (4797 characters)
2026-07-15 10:39:18,473 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=168 msg="[The user sent an image~ Here's what I can see: This appears to be a smartphone ..."
2026-07-15 10:39:18,547 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6369 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:39:36,615 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6347 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:39:36,616 INFO [20260715_103756_2d4da4] agent.conversation_loop: API call #7: model=default provider=custom in=33077 out=3548 total=36625 latency=67.0s cache=9728/33077 (29%)
2026-07-15 10:39:36,874 INFO [20260715_103756_2d4da4] agent.tool_executor: tool patch completed (0.19s, 5176 chars)
2026-07-15 10:39:36,907 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6378 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:39:42,405 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6369 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:39:42,406 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #34: model=default provider=custom in=99016 out=1185 total=100201 latency=23.9s cache=94720/99016 (96%)
2026-07-15 10:39:42,508 INFO [20260714_114920_9d9d2d3b] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_1:135523347699392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:39:42,619 INFO [20260714_114920_9d9d2d3b] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 10:39:42,717 INFO [20260714_114920_9d9d2d3b] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_1:135523347699392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:39:42,818 INFO [20260714_114920_9d9d2d3b] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 10:39:42,865 INFO [20260714_114920_9d9d2d3b] tools.async_delegation: Dispatched async delegation batch deleg_47a41071 (2 task(s), session_key=agent:main:telegram:group:-1003707758328:20)
2026-07-15 10:39:42,866 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool delegate_task completed (0.43s, 1010 chars)
2026-07-15 10:39:42,902 INFO [20260715_103942_8bc1a3] agent.turn_context: conversation turn: session=20260715_103942_8bc1a3 model=default provider=custom platform=subagent history=0 msg='Inspect the existing brand monitoring automation scripts and determine exactly w...'
2026-07-15 10:39:42,911 INFO [20260715_103942_392299] agent.turn_context: conversation turn: session=20260715_103942_392299 model=default provider=custom platform=subagent history=0 msg='Design the clean automation flow for brand monitoring daily/weekly jobs so they ...'
2026-07-15 10:39:42,987 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6381 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:39:43,139 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6382 (_call):135522777257664 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:39:43,168 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6383 (_call):135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:39:44,048 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6378 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:39:44,049 INFO [20260715_103756_2d4da4] agent.conversation_loop: API call #8: model=default provider=custom in=36860 out=225 total=37085 latency=7.2s cache=30720/36860 (83%)
2026-07-15 10:39:44,161 INFO [20260715_103756_2d4da4] agent.tool_executor: tool read_file completed (0.09s, 5194 chars)
2026-07-15 10:39:44,196 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6388 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:39:48,515 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6382 (_call):135522777257664 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:39:48,516 INFO [20260715_103942_8bc1a3] agent.conversation_loop: API call #1: model=default provider=custom in=13007 out=159 total=13166 latency=5.4s cache=9728/13007 (75%)
2026-07-15 10:39:48,559 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6368 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:39:48,561 INFO [20260715_103834_757c13] agent.conversation_loop: API call #4: model=default provider=custom in=26297 out=2344 total=28641 latency=50.9s cache=20480/26297 (78%)
2026-07-15 10:39:49,311 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6381 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:39:49,330 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #35: model=default provider=custom in=99930 out=280 total=100210 latency=6.4s cache=96768/99930 (97%)
2026-07-15 10:39:49,540 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=70 last_msg_role=assistant response_len=991 session=20260714_114920_9d9d2d3b
2026-07-15 10:39:49,569 WARNING [20260715_103834_757c13] agent.tool_executor: Tool patch returned error (0.98s): {"success": false, "error": "Could not find a match for old_string in the file\n\nDid you mean one of these sections?\n 196| - Viện Nghiên cứu Phát triển Du lịch (ITDR). (2023). *Báo cáo đánh giá thực
2026-07-15 10:39:49,638 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=53.3s api_calls=2 response=991 chars
2026-07-15 10:39:49,658 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6390 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:39:49,727 INFO gateway.platforms.base: [Telegram] Sending response (991 chars) to -1003707758328
2026-07-15 10:39:49,764 INFO agent.tool_executor: tool skill_view completed (1.23s, 4360 chars)
2026-07-15 10:39:49,800 INFO agent.tool_executor: tool skill_view completed (1.26s, 4403 chars)
2026-07-15 10:39:49,848 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6391 (_call):135522760472256 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:39:51,701 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6383 (_call):135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:39:51,702 INFO [20260715_103942_392299] agent.conversation_loop: API call #1: model=default provider=custom in=12999 out=132 total=13131 latency=8.6s cache=9728/12999 (75%)
2026-07-15 10:39:51,965 INFO agent.tool_executor: tool skill_view completed (0.24s, 10021 chars)
2026-07-15 10:39:51,974 INFO agent.tool_executor: tool skill_view completed (0.25s, 4360 chars)
2026-07-15 10:39:52,018 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6392 (_call):135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:39:53,255 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6388 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:39:53,258 INFO [20260715_103756_2d4da4] agent.conversation_loop: API call #9: model=default provider=custom in=38435 out=366 total=38801 latency=9.1s cache=6144/38435 (16%)
2026-07-15 10:39:53,280 INFO [20260715_103756_2d4da4] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=9/50 budget=9/50 tool_turns=8 last_msg_role=assistant response_len=1210 session=20260715_103756_2d4da4
2026-07-15 10:39:53,299 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=async-delegate_2:135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:39:53,567 INFO gateway.run: Watch pattern notification — injecting for telegram chat=-1003707758328 thread=12
2026-07-15 10:39:53,576 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='[ASYNC DELEGATION BATCH COMPLETE — deleg_2b9a386d] A background fan-out of 1 sub' reply_to_id=None reply_to_text=''
2026-07-15 10:39:53,740 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 10:39:53,829 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=171 msg='[NN Vo] [ASYNC DELEGATION BATCH COMPLETE — deleg_2b9a386d] A background fan-out ...'
2026-07-15 10:39:53,865 INFO [20260712_081412_654c5f58] agent.conversation_loop: Repaired 3 message-alternation violations before request (session=20260712_081412_654c5f58)
2026-07-15 10:39:53,936 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6393 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:39:53,977 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6391 (_call):135522760472256 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:39:53,991 INFO [20260715_103942_8bc1a3] agent.conversation_loop: API call #2: model=default provider=custom in=15288 out=107 total=15395 latency=4.2s cache=6144/15288 (40%)
2026-07-15 10:39:54,029 INFO [20260715_103942_8bc1a3] agent.tool_executor: tool todo completed (0.00s, 477 chars)
2026-07-15 10:39:54,055 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6394 (_call):135522760472256 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:39:56,522 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6394 (_call):135522760472256 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:39:56,523 INFO [20260715_103942_8bc1a3] agent.conversation_loop: API call #3: model=default provider=custom in=17994 out=246 total=18240 latency=2.5s cache=12157/17994 (68%)
2026-07-15 10:39:56,677 INFO agent.tool_executor: tool search_files completed (0.14s, 80 chars)
2026-07-15 10:39:57,006 INFO agent.tool_executor: tool search_files completed (0.47s, 2900 chars)
2026-07-15 10:39:57,057 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6399 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:39:57,889 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6393 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:39:57,890 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #61: model=default provider=custom in=106465 out=1039 total=107504 latency=4.0s
2026-07-15 10:39:57,913 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=55 last_msg_role=assistant response_len=2561 session=20260712_081412_654c5f58
2026-07-15 10:39:57,955 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=4.4s api_calls=1 response=2561 chars
2026-07-15 10:39:58,033 INFO gateway.platforms.base: [Telegram] extract_local_files found 3 file(s) in response
2026-07-15 10:39:58,034 INFO gateway.platforms.base: [Telegram] Sending response (2219 chars) to -1003707758328
2026-07-15 10:39:59,572 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6399 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:39:59,574 INFO [20260715_103942_8bc1a3] agent.conversation_loop: API call #4: model=default provider=custom in=20411 out=408 total=20819 latency=2.5s cache=12162/20411 (60%)
2026-07-15 10:39:59,775 INFO [20260715_103942_8bc1a3] agent.tool_executor: tool search_files completed (0.18s, 3538 chars)
2026-07-15 10:39:59,798 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6390 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:39:59,801 INFO [20260715_103834_757c13] agent.conversation_loop: API call #5: model=default provider=custom in=28810 out=212 total=29022 latency=10.2s cache=6144/28810 (21%)
2026-07-15 10:39:59,806 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6402 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:39:59,988 INFO agent.tool_executor: tool read_file completed (0.13s, 1367 chars)
2026-07-15 10:40:00,278 INFO agent.tool_executor: tool search_files completed (0.41s, 18 chars)
2026-07-15 10:40:00,334 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6409 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:40:00,424 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6392 (_call):135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:40:00,426 INFO [20260715_103942_392299] agent.conversation_loop: Empty response after tool calls — nudging model to continue processing
2026-07-15 10:40:00,451 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6410 (_call):135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:40:01,038 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6402 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:40:01,040 INFO [20260715_103942_8bc1a3] agent.conversation_loop: API call #5: model=default provider=custom in=21654 out=244 total=21898 latency=1.3s
2026-07-15 10:40:01,374 INFO agent.tool_executor: tool read_file completed (0.22s, 6210 chars)
2026-07-15 10:40:01,617 INFO agent.tool_executor: tool read_file completed (0.46s, 611 chars)
2026-07-15 10:40:01,979 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6419 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:40:04,176 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6409 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:40:04,177 INFO [20260715_103834_757c13] agent.conversation_loop: API call #6: model=default provider=custom in=31473 out=660 total=32133 latency=3.9s
2026-07-15 10:40:04,351 INFO [20260715_103834_757c13] agent.tool_executor: tool write_file completed (0.15s, 541 chars)
2026-07-15 10:40:04,389 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6426 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:40:04,837 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6363 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:40:04,838 INFO [20260715_103349_1b4d85] agent.conversation_loop: API call #3: model=default provider=custom in=68605 out=4668 total=73273 latency=69.3s cache=50176/68605 (73%)
2026-07-15 10:40:04,924 WARNING [20260715_103349_1b4d85] agent.tool_executor: Tool skill_manage returned error (0.08s): {"success": false, "error": "Skill 'software-development/hermes-kanban' not found in active profile 'default'. Use skills_list() to see available skills."}
2026-07-15 10:40:04,958 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6427 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:40:06,288 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6419 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:40:06,290 INFO [20260715_103942_8bc1a3] agent.conversation_loop: API call #6: model=default provider=custom in=23223 out=591 total=23814 latency=4.3s
2026-07-15 10:40:06,450 INFO [20260715_103942_8bc1a3] agent.tool_executor: tool read_file completed (0.13s, 813 chars)
2026-07-15 10:40:06,481 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6432 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:40:15,638 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6410 (_call):135522768864960 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:40:15,639 INFO [20260715_103942_392299] agent.conversation_loop: API call #2: model=default provider=custom in=18474 out=3108 total=21582 latency=15.2s
2026-07-15 10:40:15,669 INFO [20260715_103942_392299] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/50 budget=3/50 tool_turns=1 last_msg_role=assistant response_len=6051 session=20260715_103942_392299
2026-07-15 10:40:15,677 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=ThreadPoolExecutor-259_1:135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:40:22,605 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6426 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:40:22,606 INFO [20260715_103834_757c13] agent.conversation_loop: API call #7: model=default provider=custom in=32287 out=98 total=32385 latency=18.2s
2026-07-15 10:40:22,699 INFO [20260715_103834_757c13] agent.tool_executor: tool terminal completed (0.06s, 45 chars)
2026-07-15 10:40:22,733 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6434 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:40:37,374 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6427 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:40:37,375 INFO [20260715_103349_1b4d85] agent.conversation_loop: API call #4: model=default provider=custom in=76414 out=127 total=76541 latency=32.4s
2026-07-15 10:40:37,424 INFO [20260715_103349_1b4d85] agent.tool_executor: tool skill_manage completed (0.05s, 387 chars)
2026-07-15 10:40:37,456 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6435 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:41:09,804 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6435 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:41:09,806 INFO [20260715_103349_1b4d85] agent.conversation_loop: API call #5: model=default provider=custom in=76662 out=247 total=76909 latency=32.4s
2026-07-15 10:41:09,854 INFO [20260715_103349_1b4d85] agent.tool_executor: tool skill_manage completed (0.04s, 207 chars)
2026-07-15 10:41:09,894 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6436 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:41:11,273 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6434 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:41:11,275 INFO [20260715_103834_757c13] agent.conversation_loop: API call #8: model=default provider=custom in=32408 out=79 total=32487 latency=48.6s
2026-07-15 10:41:11,426 INFO [20260715_103834_757c13] agent.tool_executor: tool read_file completed (0.12s, 18596 chars)
2026-07-15 10:41:11,467 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6441 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:41:13,194 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6436 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:41:13,195 INFO [20260715_103349_1b4d85] agent.conversation_loop: API call #6: model=default provider=custom in=76982 out=99 total=77081 latency=3.3s cache=52943/76982 (69%)
2026-07-15 10:41:13,202 INFO [20260715_103349_1b4d85] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=6/16 budget=6/16 tool_turns=22 last_msg_role=assistant response_len=432 session=20260715_103349_1b4d85
2026-07-15 10:41:13,208 INFO [20260715_103349_1b4d85] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:41:23,526 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6432 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:41:23,528 INFO [20260715_103942_8bc1a3] agent.conversation_loop: API call #7: model=default provider=custom in=23502 out=64 total=23566 latency=77.1s
2026-07-15 10:41:23,768 INFO [20260715_103942_8bc1a3] agent.tool_executor: tool search_files completed (0.21s, 2690 chars)
2026-07-15 10:41:23,802 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6444 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:41:49,350 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (147 chars)
2026-07-15 10:41:49,363 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='có gì nhầm lẫn về cách report đúng ko, tôi cần bạn update bằng link để xem, ko p' reply_to_id=12 reply_to_text=''
2026-07-15 10:41:49,488 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 10:41:49,605 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=173 msg='[NN Vo] có gì nhầm lẫn về cách report đúng ko, tôi cần bạn update bằng link để x...'
2026-07-15 10:41:49,632 INFO [20260712_081412_654c5f58] agent.conversation_loop: Repaired 3 message-alternation violations before request (session=20260712_081412_654c5f58)
2026-07-15 10:41:49,683 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6445 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:41:54,096 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6441 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:41:54,099 INFO [20260715_103834_757c13] agent.conversation_loop: API call #9: model=default provider=custom in=38298 out=5707 total=44005 latency=42.7s
2026-07-15 10:41:54,322 INFO [20260715_103834_757c13] agent.tool_executor: tool write_file completed (0.19s, 334 chars)
2026-07-15 10:41:54,349 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6452 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:41:55,475 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6444 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:41:55,476 INFO [20260715_103942_8bc1a3] agent.conversation_loop: API call #8: model=default provider=custom in=24315 out=224 total=24539 latency=31.7s cache=16231/24315 (67%)
2026-07-15 10:41:55,578 INFO agent.tool_executor: tool read_file completed (0.08s, 2015 chars)
2026-07-15 10:41:55,585 INFO agent.tool_executor: tool read_file completed (0.08s, 4657 chars)
2026-07-15 10:41:55,606 INFO agent.tool_executor: tool read_file completed (0.10s, 15396 chars)
2026-07-15 10:41:55,651 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6465 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:42:13,594 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6465 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:42:13,595 INFO [20260715_103942_8bc1a3] agent.conversation_loop: API call #9: model=default provider=custom in=27879 out=383 total=28262 latency=18.0s
2026-07-15 10:42:13,698 INFO agent.tool_executor: tool search_files completed (0.08s, 18 chars)
2026-07-15 10:42:13,717 INFO agent.tool_executor: tool search_files completed (0.10s, 893 chars)
2026-07-15 10:42:13,740 INFO agent.tool_executor: tool read_file completed (0.13s, 12062 chars)
2026-07-15 10:42:13,776 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6474 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:42:19,232 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6452 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:42:19,233 INFO [20260715_103834_757c13] agent.conversation_loop: API call #10: model=default provider=custom in=42331 out=325 total=42656 latency=24.9s cache=24064/42331 (57%)
2026-07-15 10:42:19,695 INFO [20260715_103834_757c13] agent.tool_executor: tool search_files completed (0.43s, 18 chars)
2026-07-15 10:42:19,727 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6477 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:42:23,081 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6445 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:42:23,082 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #62: model=default provider=custom in=105999 out=1009 total=107008 latency=33.4s cache=97566/105999 (92%)
2026-07-15 10:42:23,173 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.07s, 10141 chars)
2026-07-15 10:42:23,249 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6479 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:42:30,036 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6474 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:42:30,037 INFO [20260715_103942_8bc1a3] agent.conversation_loop: API call #10: model=default provider=custom in=32148 out=699 total=32847 latency=16.3s cache=25600/32148 (80%)
2026-07-15 10:42:30,193 INFO agent.tool_executor: tool search_files completed (0.13s, 1051 chars)
2026-07-15 10:42:30,213 INFO agent.tool_executor: tool read_file completed (0.16s, 5592 chars)
2026-07-15 10:42:30,353 INFO agent.tool_executor: tool search_files completed (0.30s, 1442 chars)
2026-07-15 10:42:30,399 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6488 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:42:32,338 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6477 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:42:32,340 INFO [20260715_103834_757c13] agent.conversation_loop: API call #11: model=default provider=custom in=42497 out=610 total=43107 latency=12.6s cache=39936/42497 (94%)
2026-07-15 10:42:32,368 INFO [20260715_103834_757c13] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=11/50 budget=11/50 tool_turns=10 last_msg_role=assistant response_len=626 session=20260715_103834_757c13
2026-07-15 10:42:32,379 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=async-delegate_0:135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:42:33,694 INFO gateway.run: Watch pattern notification — injecting for telegram chat=-1003707758328 thread=12
2026-07-15 10:42:38,085 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6479 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:42:38,086 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #63: model=default provider=custom in=103211 out=881 total=104092 latency=14.9s cache=95744/103211 (93%)
2026-07-15 10:42:38,118 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=56 last_msg_role=assistant response_len=2173 session=20260712_081412_654c5f58
2026-07-15 10:42:38,170 INFO gateway.run: Queued follow-up for session agent:main:telegram:group:-1003707758328:12: final stream delivery not confirmed; sending first response before continuing.
2026-07-15 10:42:38,938 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=174 msg='[NN Vo] [ASYNC DELEGATION BATCH COMPLETE — deleg_4caccccd] A background fan-out ...'
2026-07-15 10:42:49,493 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6488 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:42:49,493 INFO [20260715_103942_8bc1a3] agent.conversation_loop: API call #11: model=default provider=custom in=34935 out=444 total=35379 latency=19.1s cache=29696/34935 (85%)
2026-07-15 10:42:51,771 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6489 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:42:51,902 INFO agent.tool_executor: tool search_files completed (0.17s, 649 chars)
2026-07-15 10:42:51,915 INFO agent.tool_executor: tool read_file completed (0.19s, 1642 chars)
2026-07-15 10:42:51,927 INFO agent.tool_executor: tool read_file completed (0.20s, 3729 chars)
2026-07-15 10:42:51,971 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6500 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:43:09,695 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6489 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:43:09,696 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #64: model=default provider=custom in=104432 out=756 total=105188 latency=18.0s cache=100864/104432 (97%)
2026-07-15 10:43:09,721 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=56 last_msg_role=assistant response_len=818 session=20260712_081412_654c5f58
2026-07-15 10:43:09,780 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=80.4s api_calls=1 response=818 chars
2026-07-15 10:43:09,818 INFO gateway.platforms.base: [Telegram] Sending response (818 chars) to -1003707758328
2026-07-15 10:43:18,288 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Cached user photo at /root/.hermes/cache/images/img_29ec7252de8d.jpg
2026-07-15 10:43:19,091 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing photo batch agent:main:telegram:group:-1003707758328:18:photo-burst with 1 image(s)
2026-07-15 10:43:19,103 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='Cronjob Response: git-auto-sync (job_id: cf6e57640673)  các cron job này đang up' reply_to_id=18 reply_to_text=''
2026-07-15 10:43:19,107 WARNING gateway.session: gateway.session: routing key 'agent:main:telegram:group:-1003707758328:18' -> 20260710_094439_1cb443b1 is ended in state.db but still live in sessions.json; dropping stale entry and recovering/recreating the session (#54878)
2026-07-15 10:43:19,271 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 10:43:19,367 INFO gateway.run: Image routing: text (mode=text). Pre-analyzing 1 image(s) via vision_analyze.
2026-07-15 10:43:19,367 INFO tools.vision_tools: Analyzing image: /root/.hermes/cache/images/img_29ec7252de8d.jpg
2026-07-15 10:43:19,367 INFO tools.vision_tools: User prompt: Describe everything visible in this image in thorough detail. Include any text, code, data, objects,
2026-07-15 10:43:19,377 INFO tools.vision_tools: Image ready (207.0 KB)
2026-07-15 10:43:19,379 INFO tools.vision_tools: Converting image to base64...
2026-07-15 10:43:19,381 INFO tools.vision_tools: Image converted to base64 (276.0 KB)
2026-07-15 10:43:19,381 INFO tools.vision_tools: Processing image with vision model...
2026-07-15 10:43:25,122 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6500 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:43:25,124 INFO [20260715_103942_8bc1a3] agent.conversation_loop: API call #12: model=default provider=custom in=36964 out=2225 total=39189 latency=33.2s
2026-07-15 10:43:25,249 INFO agent.tool_executor: tool search_files completed (0.10s, 18 chars)
2026-07-15 10:43:25,355 INFO agent.tool_executor: tool search_files completed (0.21s, 18 chars)
2026-07-15 10:43:25,512 INFO agent.tool_executor: tool search_files completed (0.37s, 13531 chars)
2026-07-15 10:43:25,550 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6508 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:43:31,390 INFO tools.vision_tools: Image analysis completed (3120 characters)
2026-07-15 10:43:31,509 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_1:135523347699392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:43:31,600 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 10:43:31,632 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=243 msg="[The user sent an image~ Here's what I can see: The image is a screenshot of a c..."
2026-07-15 10:43:31,690 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6509 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:43:40,375 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6508 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:43:40,377 INFO [20260715_103942_8bc1a3] agent.conversation_loop: API call #13: model=default provider=custom in=41678 out=551 total=42229 latency=14.8s cache=34816/41678 (84%)
2026-07-15 10:43:40,493 INFO agent.tool_executor: tool search_files completed (0.08s, 1012 chars)
2026-07-15 10:43:40,526 INFO agent.tool_executor: tool search_files completed (0.12s, 461 chars)
2026-07-15 10:43:40,548 INFO agent.tool_executor: tool search_files completed (0.14s, 5046 chars)
2026-07-15 10:43:40,602 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6516 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:43:47,532 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6516 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:43:47,533 INFO [20260715_103942_8bc1a3] agent.conversation_loop: API call #14: model=default provider=custom in=44108 out=385 total=44493 latency=6.9s cache=39424/44108 (89%)
2026-07-15 10:43:47,647 INFO agent.tool_executor: tool search_files completed (0.08s, 948 chars)
2026-07-15 10:43:47,657 INFO agent.tool_executor: tool read_file completed (0.09s, 6645 chars)
2026-07-15 10:43:47,715 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6523 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:43:51,048 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6509 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:43:51,056 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1: model=default provider=custom in=89144 out=664 total=89808 latency=19.4s cache=10240/89144 (11%)
2026-07-15 10:43:51,408 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool read_file completed (0.24s, 1574 chars)
2026-07-15 10:43:51,522 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6528 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:44:17,532 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6528 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:44:17,534 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #2: model=default provider=custom in=89861 out=575 total=90436 latency=26.1s cache=87040/89861 (97%)
2026-07-15 10:44:17,728 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool write_file completed (0.16s, 235 chars)
2026-07-15 10:44:17,798 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6534 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:44:22,407 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6534 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:44:22,409 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #3: model=default provider=custom in=90515 out=114 total=90629 latency=4.6s cache=87552/90515 (97%)
2026-07-15 10:44:25,436 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (2.99s, 93 chars)
2026-07-15 10:44:25,520 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6536 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:44:29,952 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (136 chars)
2026-07-15 10:44:29,975 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='Đã có đủ criteque rồi thì  2. gửi về R&D để update lại từng nước   3. chỉ sau đó' reply_to_id=12 reply_to_text=''
2026-07-15 10:44:30,132 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 10:44:30,234 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=179 msg='[NN Vo] Đã có đủ criteque rồi thì  2. gửi về R&D để update lại từng nước   3. ch...'
2026-07-15 10:44:30,257 INFO [20260712_081412_654c5f58] agent.conversation_loop: Repaired 3 message-alternation violations before request (session=20260712_081412_654c5f58)
2026-07-15 10:44:30,313 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6537 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:44:31,039 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6536 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:44:31,040 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #4: model=default provider=custom in=90680 out=119 total=90799 latency=5.5s
2026-07-15 10:44:31,260 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool patch completed (0.20s, 523 chars)
2026-07-15 10:44:31,324 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6545 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:44:35,848 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6523 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:44:35,849 INFO [20260715_103942_8bc1a3] agent.conversation_loop: API call #15: model=default provider=custom in=46809 out=3304 total=50113 latency=48.2s cache=41984/46809 (90%)
2026-07-15 10:44:35,963 INFO [20260715_103942_8bc1a3] agent.tool_executor: tool read_file completed (0.09s, 813 chars)
2026-07-15 10:44:35,996 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6550 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:44:36,550 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6545 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:44:36,552 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #5: model=default provider=custom in=90966 out=80 total=91046 latency=5.3s cache=88576/90966 (97%)
2026-07-15 10:44:37,777 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (1.18s, 45 chars)
2026-07-15 10:44:37,833 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6552 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:44:38,914 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6550 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:44:38,915 INFO [20260715_103942_8bc1a3] agent.conversation_loop: API call #16: model=default provider=custom in=56517 out=324 total=56841 latency=2.9s
2026-07-15 10:44:38,976 INFO agent.tool_executor: tool read_file completed (0.00s, 297 chars)
2026-07-15 10:44:38,979 INFO agent.tool_executor: tool read_file completed (0.00s, 297 chars)
2026-07-15 10:44:39,027 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6553 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:44:39,390 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6552 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:44:39,391 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #6: model=default provider=custom in=100128 out=86 total=100214 latency=1.6s
2026-07-15 10:44:39,592 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool terminal returned error (0.18s): {"output": "On branch main\nYour branch is up to date with 'origin/main'.\n\nnothing to commit, working tree clean", "exit_code": 1, "error": null, "exit_code_meaning": "Non-zero exit (often normal — 
2026-07-15 10:44:39,646 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6555 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:44:44,009 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6555 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:44:44,011 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #7: model=default provider=custom in=99665 out=336 total=100001 latency=4.4s
2026-07-15 10:44:44,033 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=7/60 budget=7/60 tool_turns=90 last_msg_role=assistant response_len=529 session=20260710_094439_1cb443b1
2026-07-15 10:44:44,088 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=85.0s api_calls=7 response=529 chars
2026-07-15 10:44:44,133 INFO gateway.platforms.base: [Telegram] Sending response (529 chars) to -1003707758328
2026-07-15 10:44:46,772 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6537 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:44:46,773 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #65: model=default provider=custom in=104723 out=684 total=105407 latency=16.5s
2026-07-15 10:44:46,803 INFO [20260712_081412_654c5f58] agent.tool_executor: tool todo completed (0.00s, 847 chars)
2026-07-15 10:44:46,853 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6556 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:44:50,118 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6556 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:44:50,120 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #66: model=default provider=custom in=111242 out=508 total=111750 latency=3.3s
2026-07-15 10:44:50,202 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_2:135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:44:50,301 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 10:44:50,338 INFO [20260712_081412_654c5f58] tools.async_delegation: Dispatched async delegation batch deleg_74c1b009 (1 task(s), session_key=agent:main:telegram:group:-1003707758328:12)
2026-07-15 10:44:50,338 INFO [20260712_081412_654c5f58] agent.tool_executor: tool delegate_task completed (0.20s, 348 chars)
2026-07-15 10:44:50,344 INFO [20260715_104450_93f1f3] agent.turn_context: conversation turn: session=20260715_104450_93f1f3 model=default provider=custom platform=subagent history=0 msg='R&D Update: Singapore Topic (t_ac4ac753)'
2026-07-15 10:44:50,506 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6558 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:44:51,420 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_2:135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:44:51,503 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 10:44:51,539 INFO [20260712_081412_654c5f58] tools.async_delegation: Dispatched async delegation batch deleg_e3058509 (1 task(s), session_key=agent:main:telegram:group:-1003707758328:12)
2026-07-15 10:44:51,540 INFO [20260712_081412_654c5f58] agent.tool_executor: tool delegate_task completed (0.19s, 347 chars)
2026-07-15 10:44:51,547 INFO [20260715_104451_5e19bd] agent.turn_context: conversation turn: session=20260715_104451_5e19bd model=default provider=custom platform=subagent history=0 msg='R&D Update: Malaysia Topic (t_4aa8424f)'
2026-07-15 10:44:51,597 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6560 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:44:52,609 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_2:135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:44:52,703 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 10:44:52,735 INFO [20260712_081412_654c5f58] tools.delegate_tool: delegate_task: async pool at capacity (Async delegation capacity reached (3 running). Wait for one to finish (its result will re-enter the chat), or raise delegation.max_concurrent_children in config.yaml to allow more concurrent background units.); running the whole batch synchronously instead.
2026-07-15 10:44:52,739 INFO [20260715_104452_d640ea] agent.turn_context: conversation turn: session=20260715_104452_d640ea model=default provider=custom platform=subagent history=0 msg='R&D Update: Thailand Topic (t_596e13b2)'
2026-07-15 10:44:52,791 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6562 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:44:53,588 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6560 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:44:53,590 INFO [20260715_104451_5e19bd] agent.conversation_loop: API call #1: model=default provider=custom in=14585 out=155 total=14740 latency=2.0s
2026-07-15 10:44:53,697 INFO [20260715_104451_5e19bd] agent.tool_executor: tool read_file completed (0.09s, 21440 chars)
2026-07-15 10:44:53,744 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6567 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:44:54,205 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6553 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:44:54,207 INFO [20260715_103942_8bc1a3] agent.conversation_loop: API call #17: model=default provider=custom in=61621 out=3571 total=65192 latency=15.2s cache=16263/61621 (26%)
2026-07-15 10:44:54,830 INFO [20260715_103942_8bc1a3] agent.tool_executor: tool patch completed (0.60s, 1324 chars)
2026-07-15 10:44:54,856 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6580 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:44:55,075 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6562 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:44:55,076 INFO [20260715_104452_d640ea] agent.conversation_loop: API call #1: model=default provider=custom in=14593 out=168 total=14761 latency=2.3s
2026-07-15 10:44:55,198 INFO [20260715_104452_d640ea] agent.tool_executor: tool read_file completed (0.11s, 10272 chars)
2026-07-15 10:44:55,231 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6585 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:44:57,887 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6580 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:44:57,926 INFO [20260715_103942_8bc1a3] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=18/50 budget=18/50 tool_turns=17 last_msg_role=assistant response_len=3900 session=20260715_103942_8bc1a3
2026-07-15 10:44:57,946 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=ThreadPoolExecutor-259_0:135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:44:58,025 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:44:58,142 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 10:44:58,181 INFO [20260715_103942_8bc1a3] agent.turn_context: conversation turn: session=20260715_103942_8bc1a3 model=default provider=custom platform=subagent history=53 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-15 10:44:58,217 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6586 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:44:59,671 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6558 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:44:59,673 INFO [20260715_104450_93f1f3] agent.conversation_loop: API call #1: model=default provider=custom in=14831 out=291 total=15122 latency=9.2s
2026-07-15 10:44:59,797 INFO gateway.run: Watch pattern notification — injecting for telegram chat=-1003707758328 thread=20
2026-07-15 10:44:59,800 INFO [20260715_104450_93f1f3] agent.tool_executor: tool read_file completed (0.11s, 22633 chars)
2026-07-15 10:44:59,811 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='[ASYNC DELEGATION BATCH COMPLETE — deleg_47a41071] A background fan-out of 2 sub' reply_to_id=None reply_to_text=''
2026-07-15 10:44:59,843 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6591 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:44:59,947 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 10:45:00,030 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=172 msg='[NN Vo] [ASYNC DELEGATION BATCH COMPLETE — deleg_47a41071] A background fan-out ...'
2026-07-15 10:45:00,120 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6592 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:45:01,613 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6567 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:45:01,614 INFO [20260715_104451_5e19bd] agent.conversation_loop: API call #2: model=default provider=custom in=21754 out=3970 total=25724 latency=7.9s
2026-07-15 10:45:03,110 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6591 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:45:03,111 INFO [20260715_104450_93f1f3] agent.conversation_loop: API call #2: model=default provider=custom in=21808 out=966 total=22774 latency=3.3s
2026-07-15 10:45:03,133 INFO [20260715_104451_5e19bd] agent.tool_executor: tool search_files completed (1.41s, 8016 chars)
2026-07-15 10:45:03,292 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6596 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:45:03,319 INFO [20260715_104450_93f1f3] agent.tool_executor: tool search_files completed (0.10s, 579 chars)
2026-07-15 10:45:03,353 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6598 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:45:05,375 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6598 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:45:05,376 INFO [20260715_104450_93f1f3] agent.conversation_loop: API call #3: model=default provider=custom in=22062 out=348 total=22410 latency=2.0s cache=16257/22062 (74%)
2026-07-15 10:45:05,882 INFO [20260715_104450_93f1f3] agent.tool_executor: tool session_search completed (0.49s, 15312 chars)
2026-07-15 10:45:05,912 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6599 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:45:08,138 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6596 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:45:08,139 INFO [20260715_104451_5e19bd] agent.conversation_loop: API call #3: model=default provider=custom in=24264 out=518 total=24782 latency=4.9s
2026-07-15 10:45:08,230 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6599 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:45:08,235 INFO [20260715_104450_93f1f3] agent.conversation_loop: API call #4: model=default provider=custom in=27289 out=675 total=27964 latency=2.3s cache=16279/27289 (60%)
2026-07-15 10:45:08,360 WARNING [20260715_104450_93f1f3] agent.tool_executor: Tool terminal returned error (0.08s): {"output": "% Total    % Received % Xferd  Average Speed   Time    Time     Time  Current\n                                 Dload  Upload   Total   Spent    Left  Speed\n\r  0     0    0     0    0   
2026-07-15 10:45:08,395 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6607 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:45:08,515 INFO [20260715_104451_5e19bd] agent.tool_executor: tool patch completed (0.35s, 2258 chars)
2026-07-15 10:45:08,554 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6610 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:45:17,449 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6586 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:45:17,451 INFO [20260715_103942_8bc1a3] agent.conversation_loop: API call #1: model=default provider=custom in=60873 out=1040 total=61913 latency=19.3s
2026-07-15 10:45:17,464 WARNING [20260715_103942_8bc1a3] agent.tool_executor: Tool skill_manage returned error (0.01s): {"success": false, "error": "Refusing background curator patch for skill 'brand-monitoring-workflow': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SK
2026-07-15 10:45:17,488 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6611 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:45:22,024 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6610 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:45:22,026 INFO [20260715_104451_5e19bd] agent.conversation_loop: API call #4: model=default provider=custom in=23207 out=80 total=23287 latency=13.5s cache=9728/23207 (42%)
2026-07-15 10:45:22,115 INFO [20260715_104451_5e19bd] agent.tool_executor: tool search_files completed (0.07s, 2947 chars)
2026-07-15 10:45:22,144 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6614 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:45:22,816 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6611 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:45:22,817 INFO [20260715_103942_8bc1a3] agent.conversation_loop: API call #2: model=default provider=custom in=53121 out=45 total=53166 latency=5.3s
2026-07-15 10:45:22,904 INFO [20260715_103942_8bc1a3] agent.tool_executor: tool skill_view completed (0.08s, 4360 chars)
2026-07-15 10:45:22,932 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6615 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:45:29,193 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6615 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:45:29,194 INFO [20260715_103942_8bc1a3] agent.conversation_loop: API call #3: model=default provider=custom in=54373 out=306 total=54679 latency=6.3s cache=50688/54373 (93%)
2026-07-15 10:45:29,221 INFO [20260715_103942_8bc1a3] agent.tool_executor: tool skill_manage completed (0.02s, 539 chars)
2026-07-15 10:45:29,247 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6616 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:45:31,986 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6585 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:45:31,989 INFO [20260715_104452_d640ea] agent.conversation_loop: API call #2: model=default provider=custom in=18164 out=3258 total=21422 latency=36.8s
2026-07-15 10:45:32,158 INFO [20260715_104452_d640ea] agent.tool_executor: tool search_files completed (0.15s, 461 chars)
2026-07-15 10:45:32,185 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6619 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:45:32,713 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6616 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:45:32,714 INFO [20260715_103942_8bc1a3] agent.conversation_loop: API call #4: model=default provider=custom in=54825 out=123 total=54948 latency=3.5s cache=52224/54825 (95%)
2026-07-15 10:45:32,718 INFO [20260715_103942_8bc1a3] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/16 budget=4/16 tool_turns=20 last_msg_role=assistant response_len=574 session=20260715_103942_8bc1a3
2026-07-15 10:45:32,723 INFO [20260715_103942_8bc1a3] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:45:38,882 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6619 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:45:38,883 INFO [20260715_104452_d640ea] agent.conversation_loop: API call #3: model=default provider=custom in=16381 out=137 total=16518 latency=6.7s cache=9728/16381 (59%)
2026-07-15 10:45:39,059 INFO agent.tool_executor: tool read_file completed (0.13s, 9952 chars)
2026-07-15 10:45:39,063 INFO agent.tool_executor: tool read_file completed (0.13s, 9569 chars)
2026-07-15 10:45:39,126 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6628 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:45:39,269 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6607 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:45:39,269 INFO [20260715_104450_93f1f3] agent.conversation_loop: API call #5: model=default provider=custom in=24904 out=753 total=25657 latency=30.9s cache=9728/24904 (39%)
2026-07-15 10:45:39,336 INFO [20260715_104450_93f1f3] agent.tool_executor: tool search_files completed (0.05s, 122 chars)
2026-07-15 10:45:40,464 INFO [20260715_104450_93f1f3] agent.tool_executor: tool terminal completed (0.12s, 76 chars)
2026-07-15 10:45:40,497 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6632 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:45:40,880 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6592 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:45:40,883 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #36: model=default provider=custom in=106265 out=667 total=106932 latency=40.8s
2026-07-15 10:45:40,908 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool cronjob completed (0.01s, 688 chars)
2026-07-15 10:45:41,925 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool cronjob completed (0.01s, 612 chars)
2026-07-15 10:45:41,979 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6633 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:45:52,154 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6632 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:45:52,155 INFO [20260715_104450_93f1f3] agent.conversation_loop: API call #6: model=default provider=custom in=25230 out=401 total=25631 latency=11.7s cache=22528/25230 (89%)
2026-07-15 10:45:53,367 INFO [20260715_104450_93f1f3] agent.tool_executor: tool terminal completed (1.19s, 3271 chars)
2026-07-15 10:45:53,400 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6635 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:45:57,211 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6633 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:45:57,213 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #37: model=default provider=custom in=102454 out=846 total=103300 latency=15.3s cache=97792/102454 (95%)
2026-07-15 10:45:57,248 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=71 last_msg_role=assistant response_len=1135 session=20260714_114920_9d9d2d3b
2026-07-15 10:45:57,303 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=57.5s api_calls=2 response=1135 chars
2026-07-15 10:45:57,312 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:45:57,347 INFO gateway.platforms.base: [Telegram] Sending response (1135 chars) to -1003707758328
2026-07-15 10:45:57,396 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 10:45:57,424 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=177 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-15 10:45:57,482 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6636 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:46:10,549 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6635 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:46:10,550 INFO [20260715_104450_93f1f3] agent.conversation_loop: API call #7: model=default provider=custom in=26415 out=330 total=26745 latency=17.2s cache=23040/26415 (87%)
2026-07-15 10:46:11,777 INFO [20260715_104450_93f1f3] agent.tool_executor: tool terminal completed (1.20s, 45 chars)
2026-07-15 10:46:11,808 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6638 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:46:18,113 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6636 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:46:18,118 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #1: model=default provider=custom in=103887 out=799 total=104686 latency=20.7s
2026-07-15 10:46:18,304 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool skill_manage completed (0.14s, 566 chars)
2026-07-15 10:46:18,377 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6639 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:46:21,021 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6638 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:46:21,022 INFO [20260715_104450_93f1f3] agent.conversation_loop: API call #8: model=default provider=custom in=26640 out=516 total=27156 latency=9.2s cache=24064/26640 (90%)
2026-07-15 10:46:22,471 INFO [20260715_104450_93f1f3] agent.tool_executor: tool terminal completed (1.42s, 2173 chars)
2026-07-15 10:46:22,516 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6641 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:46:24,980 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6614 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:46:24,981 INFO [20260715_104451_5e19bd] agent.conversation_loop: API call #5: model=default provider=custom in=24196 out=4352 total=28548 latency=62.9s cache=20992/24196 (87%)
2026-07-15 10:46:25,360 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6639 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:46:25,367 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #2: model=default provider=custom in=104742 out=113 total=104855 latency=7.0s cache=101376/104742 (97%)
2026-07-15 10:46:25,395 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/16 budget=2/16 tool_turns=72 last_msg_role=assistant response_len=526 session=20260714_114920_9d9d2d3b
2026-07-15 10:46:25,500 WARNING [20260715_104451_5e19bd] agent.tool_executor: Tool patch returned error (0.47s): {"success": false, "error": "Patch validation failed (no files were modified):\n  • /opt/ai-os/products/ceo/content/research/tourism_benchmarking/projects/malaysia/topic.md: hunk (no hint) not found —
2026-07-15 10:46:25,512 INFO [20260714_114920_9d9d2d3b] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:46:25,551 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6645 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:46:35,079 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6641 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:46:35,081 INFO [20260715_104450_93f1f3] agent.conversation_loop: API call #9: model=default provider=custom in=27824 out=772 total=28596 latency=12.6s cache=24064/27824 (86%)
2026-07-15 10:46:37,732 INFO [20260715_104450_93f1f3] agent.tool_executor: tool terminal completed (2.62s, 1188 chars)
2026-07-15 10:46:37,766 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6647 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:46:38,576 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6628 (_call):135522794043072 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:46:38,577 INFO [20260715_104452_d640ea] agent.conversation_loop: API call #4: model=default provider=custom in=22487 out=3590 total=26077 latency=59.5s cache=13824/22487 (61%)
2026-07-15 10:46:38,762 INFO [20260715_104452_d640ea] agent.tool_executor: tool write_file completed (0.17s, 335 chars)
2026-07-15 10:46:38,791 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6654 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:46:45,499 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6654 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:46:45,501 INFO [20260715_104452_d640ea] agent.conversation_loop: API call #5: model=default provider=custom in=24912 out=204 total=25116 latency=6.7s cache=6144/24912 (25%)
2026-07-15 10:46:45,545 WARNING [20260715_104452_d640ea] tools.terminal_tool: Blocked dangerous workdir: /opt/ai-os/products/ceo‬/../ceo? (command: python3 - <<'PY'
from pathlib import Path
p=Path('/opt/ai-os/products/ceo/content/research/tourism_benchmarking/projects/thailand/topic.md')
text=p.read_text()
for i,line in enumerate(text.splitlines()
2026-07-15 10:46:45,550 WARNING [20260715_104452_d640ea] agent.tool_executor: Tool terminal returned error (0.01s): {"output": "", "exit_code": -1, "error": "Blocked: workdir contains disallowed character '\\u202c'. Use a simple filesystem path without shell metacharacters.", "status": "blocked"}
2026-07-15 10:46:45,589 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6655 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:46:52,703 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6655 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:46:52,703 INFO [20260715_104452_d640ea] agent.conversation_loop: API call #6: model=default provider=custom in=27050 out=1086 total=28136 latency=7.1s
2026-07-15 10:46:52,804 INFO [20260715_104452_d640ea] agent.tool_executor: tool terminal completed (0.08s, 353 chars)
2026-07-15 10:46:52,836 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6657 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:46:55,216 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6647 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:46:55,218 INFO [20260715_104450_93f1f3] agent.conversation_loop: API call #10: model=default provider=custom in=28662 out=336 total=28998 latency=17.5s cache=6144/28662 (21%)
2026-07-15 10:46:56,229 INFO [20260715_104450_93f1f3] agent.tool_executor: tool terminal completed (0.99s, 1487 chars)
2026-07-15 10:46:58,225 INFO [20260715_104450_93f1f3] agent.tool_executor: tool terminal completed (0.99s, 2290 chars)
2026-07-15 10:46:58,268 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6645 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:46:58,269 INFO [20260715_104451_5e19bd] agent.conversation_loop: API call #6: model=default provider=custom in=26759 out=1700 total=28459 latency=32.7s
2026-07-15 10:46:58,562 INFO [20260715_104451_5e19bd] agent.tool_executor: tool terminal completed (0.27s, 79 chars)
2026-07-15 10:46:58,599 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6661 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:46:59,411 INFO [20260715_104450_93f1f3] agent.tool_executor: tool terminal completed (0.18s, 4226 chars)
2026-07-15 10:46:59,442 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6663 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:47:01,091 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6657 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:47:01,092 INFO [20260715_104452_d640ea] agent.conversation_loop: API call #7: model=default provider=custom in=27338 out=0 total=27338 latency=8.3s cache=25132/27338 (92%)
2026-07-15 10:47:01,107 INFO [20260715_104452_d640ea] agent.conversation_loop: Empty response after tool calls — nudging model to continue processing
2026-07-15 10:47:01,134 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6664 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:47:01,469 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6661 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:47:01,472 INFO [20260715_104451_5e19bd] agent.conversation_loop: API call #7: model=default provider=custom in=31515 out=232 total=31747 latency=2.9s cache=12203/31515 (39%)
2026-07-15 10:47:01,597 INFO [20260715_104451_5e19bd] agent.tool_executor: tool read_file completed (0.10s, 21818 chars)
2026-07-15 10:47:01,636 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6669 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:47:02,766 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6664 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:47:02,767 INFO [20260715_104452_d640ea] agent.conversation_loop: API call #8: model=default provider=custom in=27351 out=302 total=27653 latency=1.7s
2026-07-15 10:47:02,784 INFO [20260715_104452_d640ea] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=8/50 budget=8/50 tool_turns=6 last_msg_role=assistant response_len=1058 session=20260715_104452_d640ea
2026-07-15 10:47:02,798 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=hermes-gateway_2:135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:47:02,821 INFO [20260712_081412_654c5f58] agent.tool_executor: tool delegate_task completed (130.27s, 2423 chars)
2026-07-15 10:47:02,872 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6670 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:47:06,344 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6669 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:47:06,345 INFO [20260715_104451_5e19bd] agent.conversation_loop: API call #8: model=default provider=custom in=37391 out=771 total=38162 latency=4.7s
2026-07-15 10:47:06,370 INFO [20260715_104451_5e19bd] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=8/50 budget=8/50 tool_turns=7 last_msg_role=assistant response_len=1168 session=20260715_104451_5e19bd
2026-07-15 10:47:06,394 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=async-delegate_0:135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:47:06,612 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6670 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:47:06,613 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #67: model=default provider=custom in=113877 out=314 total=114191 latency=3.8s
2026-07-15 10:47:06,634 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=3/60 tool_turns=58 last_msg_role=assistant response_len=930 session=20260712_081412_654c5f58
2026-07-15 10:47:06,657 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=156.7s api_calls=3 response=930 chars
2026-07-15 10:47:06,701 INFO gateway.platforms.base: [Telegram] Sending response (930 chars) to -1003707758328
2026-07-15 10:47:07,885 INFO gateway.run: Watch pattern notification — injecting for telegram chat=-1003707758328 thread=12
2026-07-15 10:47:07,896 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='[ASYNC DELEGATION BATCH COMPLETE — deleg_e3058509] A background fan-out of 1 sub' reply_to_id=None reply_to_text=''
2026-07-15 10:47:08,013 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 10:47:08,096 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=187 msg='[NN Vo] [ASYNC DELEGATION BATCH COMPLETE — deleg_e3058509] A background fan-out ...'
2026-07-15 10:47:08,126 INFO [20260712_081412_654c5f58] agent.conversation_loop: Repaired 3 message-alternation violations before request (session=20260712_081412_654c5f58)
2026-07-15 10:47:08,201 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6671 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:47:09,032 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6663 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:47:09,034 INFO [20260715_104450_93f1f3] agent.conversation_loop: API call #11: model=default provider=custom in=37832 out=1672 total=39504 latency=9.6s cache=12196/37832 (32%)
2026-07-15 10:47:09,225 INFO [20260715_104450_93f1f3] agent.tool_executor: tool terminal completed (0.15s, 49 chars)
2026-07-15 10:47:09,262 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6673 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:47:12,132 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6671 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:47:12,134 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #68: model=default provider=custom in=114969 out=271 total=115240 latency=4.0s
2026-07-15 10:47:12,253 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.10s, 21818 chars)
2026-07-15 10:47:12,313 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6678 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:47:27,084 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6673 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:47:27,086 INFO [20260715_104450_93f1f3] agent.conversation_loop: API call #12: model=default provider=custom in=36517 out=85 total=36602 latency=17.8s
2026-07-15 10:47:27,178 INFO [20260715_104450_93f1f3] agent.tool_executor: tool terminal completed (0.06s, 33905 chars)
2026-07-15 10:47:27,218 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6680 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:47:29,804 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6678 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:47:29,805 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #69: model=default provider=custom in=120751 out=268 total=121019 latency=17.5s cache=101672/120751 (84%)
2026-07-15 10:47:29,843 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.02s, 2475 chars)
2026-07-15 10:47:29,894 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6682 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:48:36,030 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6682 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:48:36,031 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #70: model=default provider=custom in=121757 out=654 total=122411 latency=66.2s cache=113874/121757 (94%)
2026-07-15 10:48:36,135 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_1:135523347699392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:48:36,231 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 10:48:36,268 INFO [20260712_081412_654c5f58] tools.async_delegation: Dispatched async delegation batch deleg_8c9eb4ff (1 task(s), session_key=agent:main:telegram:group:-1003707758328:12)
2026-07-15 10:48:36,268 INFO [20260712_081412_654c5f58] agent.tool_executor: tool delegate_task completed (0.21s, 348 chars)
2026-07-15 10:48:36,276 INFO [20260715_104836_94b176] agent.turn_context: conversation turn: session=20260715_104836_94b176 model=default provider=custom platform=subagent history=0 msg='R&D Update: Indonesia Topic (t_e1d0dd65)'
2026-07-15 10:48:36,428 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6684 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:48:37,361 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_1:135523347699392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:48:37,481 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 10:48:37,522 INFO [20260712_081412_654c5f58] tools.async_delegation: Dispatched async delegation batch deleg_4d80bfdb (1 task(s), session_key=agent:main:telegram:group:-1003707758328:12)
2026-07-15 10:48:37,522 INFO [20260712_081412_654c5f58] agent.tool_executor: tool delegate_task completed (0.24s, 344 chars)
2026-07-15 10:48:37,535 INFO [20260715_104837_10c9a0] agent.turn_context: conversation turn: session=20260715_104837_10c9a0 model=default provider=custom platform=subagent history=0 msg='R&D Update: China Topic (t_75844d0c)'
2026-07-15 10:48:37,596 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6686 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:48:38,598 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_1:135523347699392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:48:38,722 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 10:48:38,770 INFO [20260712_081412_654c5f58] tools.delegate_tool: delegate_task: async pool at capacity (Async delegation capacity reached (3 running). Wait for one to finish (its result will re-enter the chat), or raise delegation.max_concurrent_children in config.yaml to allow more concurrent background units.); running the whole batch synchronously instead.
2026-07-15 10:48:38,775 INFO [20260715_104838_f1f7f5] agent.turn_context: conversation turn: session=20260715_104838_f1f7f5 model=default provider=custom platform=subagent history=0 msg='R&D Update: Vietnam Topic (t_c785c0b8)'
2026-07-15 10:48:38,827 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6688 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:48:40,653 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6686 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:48:40,655 INFO [20260715_104837_10c9a0] agent.conversation_loop: API call #1: model=default provider=custom in=14816 out=159 total=14975 latency=3.1s
2026-07-15 10:48:40,803 INFO [20260715_104837_10c9a0] agent.tool_executor: tool read_file completed (0.13s, 26981 chars)
2026-07-15 10:48:40,843 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6693 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:48:45,199 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6680 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:48:45,200 INFO [20260715_104450_93f1f3] agent.conversation_loop: API call #13: model=default provider=custom in=46222 out=280 total=46502 latency=78.0s cache=32591/46222 (71%)
2026-07-15 10:48:45,344 INFO [20260715_104450_93f1f3] agent.tool_executor: tool terminal completed (0.12s, 899 chars)
2026-07-15 10:48:45,383 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6695 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:48:53,103 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6684 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:48:53,106 INFO [20260715_104836_94b176] agent.conversation_loop: API call #1: model=default provider=custom in=14817 out=410 total=15227 latency=16.7s
2026-07-15 10:48:53,273 INFO [20260715_104836_94b176] agent.tool_executor: tool read_file completed (0.12s, 14803 chars)
2026-07-15 10:48:53,306 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6700 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:48:56,897 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6688 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:48:56,899 INFO [20260715_104838_f1f7f5] agent.conversation_loop: API call #1: model=default provider=custom in=14822 out=152 total=14974 latency=18.1s
2026-07-15 10:48:57,037 INFO [20260715_104838_f1f7f5] agent.tool_executor: tool read_file completed (0.11s, 20917 chars)
2026-07-15 10:48:57,098 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6705 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:48:58,234 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (61 chars)
2026-07-15 10:48:58,250 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='test lại thông báo gửi sang brand monitoring vào sáng nay xem' reply_to_id=20 reply_to_text=''
2026-07-15 10:48:58,385 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 10:48:58,466 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=177 msg='[NN Vo] test lại thông báo gửi sang brand monitoring vào sáng nay xem'
2026-07-15 10:48:58,544 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6706 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:49:13,465 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6706 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:49:13,466 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #38: model=default provider=custom in=102804 out=468 total=103272 latency=15.0s cache=100352/102804 (98%)
2026-07-15 10:49:13,613 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.12s, 1059 chars)
2026-07-15 10:49:13,694 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6708 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:49:14,394 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6693 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:49:14,396 INFO [20260715_104837_10c9a0] agent.conversation_loop: API call #2: model=default provider=custom in=23554 out=283 total=23837 latency=33.6s cache=8135/23554 (35%)
2026-07-15 10:49:14,566 INFO [20260715_104837_10c9a0] agent.tool_executor: tool search_files completed (0.14s, 18 chars)
2026-07-15 10:49:14,598 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6711 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:49:17,161 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6695 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:49:17,163 INFO [20260715_104450_93f1f3] agent.conversation_loop: API call #14: model=default provider=custom in=46772 out=225 total=46997 latency=31.8s cache=40736/46772 (87%)
2026-07-15 10:49:17,267 INFO [20260715_104450_93f1f3] agent.tool_executor: tool terminal completed (0.08s, 73 chars)
2026-07-15 10:49:17,300 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6713 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:49:18,961 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6705 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:49:18,962 INFO [20260715_104838_f1f7f5] agent.conversation_loop: API call #2: model=default provider=custom in=19395 out=699 total=20094 latency=21.9s cache=8704/19395 (45%)
2026-07-15 10:49:19,033 INFO agent.tool_executor: tool search_files completed (0.05s, 120 chars)
2026-07-15 10:49:19,097 INFO agent.tool_executor: tool search_files completed (0.12s, 2600 chars)
2026-07-15 10:49:19,154 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6718 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:49:19,803 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6700 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:49:19,805 INFO [20260715_104836_94b176] agent.conversation_loop: API call #2: model=default provider=custom in=17626 out=763 total=18389 latency=26.5s cache=10240/17626 (58%)
2026-07-15 10:49:19,959 INFO agent.tool_executor: tool search_files completed (0.12s, 18 chars)
2026-07-15 10:49:19,973 INFO agent.tool_executor: tool search_files completed (0.13s, 2397 chars)
2026-07-15 10:49:19,977 INFO agent.tool_executor: tool search_files completed (0.14s, 2245 chars)
2026-07-15 10:49:20,028 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6726 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:49:21,101 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6713 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:49:21,102 INFO [20260715_104450_93f1f3] agent.conversation_loop: API call #15: model=default provider=custom in=43433 out=170 total=43603 latency=3.8s cache=25600/43433 (59%)
2026-07-15 10:49:21,259 INFO [20260715_104450_93f1f3] agent.tool_executor: tool terminal completed (0.13s, 45 chars)
2026-07-15 10:49:21,296 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6728 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:49:25,878 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6708 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:49:25,880 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #39: model=default provider=custom in=103369 out=225 total=103594 latency=12.2s cache=100352/103369 (97%)
2026-07-15 10:49:26,508 WARNING hermes_cli.plugins: Plugin operate/handoff-task: unknown kind 'command' (valid: backend, exclusive, model-provider, platform, standalone); treating as 'standalone'
2026-07-15 10:49:26,612 INFO hermes_cli.plugins: Plugin 'browser-browser-use' registered browser provider: browser-use
2026-07-15 10:49:26,613 INFO hermes_cli.plugins: Plugin 'browser-browserbase' registered browser provider: browserbase
2026-07-15 10:49:26,615 INFO hermes_cli.plugins: Plugin 'browser-firecrawl' registered browser provider: firecrawl
2026-07-15 10:49:26,792 INFO hermes_cli.plugins: Plugin 'fal' registered image_gen provider: fal
2026-07-15 10:49:26,793 INFO hermes_cli.plugins: Plugin 'krea' registered image_gen provider: krea
2026-07-15 10:49:26,794 INFO hermes_cli.plugins: Plugin 'openai' registered image_gen provider: openai
2026-07-15 10:49:26,798 INFO hermes_cli.plugins: Plugin 'openai-codex' registered image_gen provider: openai-codex
2026-07-15 10:49:26,800 INFO hermes_cli.plugins: Plugin 'openrouter' registered image_gen provider: openrouter
2026-07-15 10:49:26,800 INFO hermes_cli.plugins: Plugin 'openrouter' registered image_gen provider: nous
2026-07-15 10:49:26,803 INFO hermes_cli.plugins: Plugin 'xai' registered image_gen provider: xai
2026-07-15 10:49:26,819 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6711 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:49:26,831 INFO [20260715_104837_10c9a0] agent.conversation_loop: API call #3: model=default provider=custom in=21438 out=688 total=22126 latency=12.3s cache=8704/21438 (41%)
2026-07-15 10:49:26,836 INFO hermes_cli.plugins: Plugin 'fal' registered video_gen provider: fal
2026-07-15 10:49:26,839 INFO hermes_cli.plugins: Plugin 'xai' registered video_gen provider: xai
2026-07-15 10:49:26,843 INFO hermes_cli.plugins: Plugin 'web-brave-free' registered web provider: brave-free
2026-07-15 10:49:26,846 INFO hermes_cli.plugins: Plugin 'web-ddgs' registered web provider: ddgs
2026-07-15 10:49:26,848 INFO hermes_cli.plugins: Plugin 'web-exa' registered web provider: exa
2026-07-15 10:49:26,851 INFO hermes_cli.plugins: Plugin 'web-firecrawl' registered web provider: firecrawl
2026-07-15 10:49:26,852 INFO hermes_cli.plugins: Plugin 'web-parallel' registered web provider: parallel
2026-07-15 10:49:26,853 INFO hermes_cli.plugins: Plugin 'web-searxng' registered web provider: searxng
2026-07-15 10:49:26,854 INFO hermes_cli.plugins: Plugin 'web-tavily' registered web provider: tavily
2026-07-15 10:49:26,856 INFO hermes_cli.plugins: Plugin 'web-xai' registered web provider: xai
2026-07-15 10:49:26,893 INFO agent.tool_executor: tool search_files completed (0.05s, 118 chars)
2026-07-15 10:49:26,944 INFO agent.tool_executor: tool search_files completed (0.10s, 6355 chars)
2026-07-15 10:49:26,957 WARNING hermes_cli.plugins: Plugin 'ai-os' tried to register command '/handoff' which conflicts with a built-in command. Skipping.
2026-07-15 10:49:26,957 INFO hermes_cli.plugins: Plugin discovery complete: 53 found, 45 enabled
2026-07-15 10:49:26,983 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6734 (_call):135522777257664 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:49:31,521 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6718 (_call):135522836006592 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:49:31,523 INFO [20260715_104838_f1f7f5] agent.conversation_loop: API call #3: model=default provider=custom in=20466 out=791 total=21257 latency=12.4s cache=16896/20466 (83%)
2026-07-15 10:49:31,560 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6726 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:49:31,565 INFO [20260715_104836_94b176] agent.conversation_loop: API call #3: model=default provider=custom in=19392 out=609 total=20001 latency=11.6s cache=15360/19392 (79%)
2026-07-15 10:49:31,622 INFO [20260715_104836_94b176] tools.browser_tool: Created local browser session h_32c8e40f09 for task sa-0-714b2801
2026-07-15 10:49:31,661 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6728 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:49:31,665 INFO [20260715_104450_93f1f3] agent.conversation_loop: API call #16: model=default provider=custom in=43630 out=609 total=44239 latency=10.4s cache=40960/43630 (94%)
2026-07-15 10:49:31,816 INFO [20260715_104838_f1f7f5] agent.tool_executor: tool search_files completed (0.26s, 10355 chars)
2026-07-15 10:49:31,856 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6738 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:49:32,303 INFO [20260715_104450_93f1f3] agent.tool_executor: tool terminal completed (0.59s, 45 chars)
2026-07-15 10:49:32,339 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6739 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:49:33,769 ERROR hermes_plugins.telegram_platform.adapter: [Telegram] Failed to send Telegram message: Timed out
2026-07-15 10:49:35,952 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (10.05s, 49 chars)
2026-07-15 10:49:36,033 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6740 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:49:37,039 INFO [20260715_104836_94b176] agent.tool_executor: tool browser_navigate completed (5.46s, 1279 chars)
2026-07-15 10:49:37,089 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6738 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:49:37,089 INFO [20260715_104838_f1f7f5] agent.conversation_loop: API call #4: model=default provider=custom in=23482 out=105 total=23587 latency=5.3s cache=17920/23482 (76%)
2026-07-15 10:49:37,175 WARNING [20260715_104838_f1f7f5] tools.skills_tool: Skill name collision for 'research-critism': 3 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-critism/SKILL.md
2026-07-15 10:49:37,176 WARNING [20260715_104838_f1f7f5] agent.tool_executor: Tool skill_view returned error (0.07s): {"success": false, "error": "Ambiguous skill name 'research-critism': 3 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", 
2026-07-15 10:49:37,210 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6741 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:49:37,431 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6734 (_call):135522777257664 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:49:37,432 INFO [20260715_104837_10c9a0] agent.conversation_loop: API call #4: model=default provider=custom in=23587 out=372 total=23959 latency=10.5s cache=18944/23587 (80%)
2026-07-15 10:49:38,702 INFO [20260715_104837_10c9a0] tools.browser_tool: Created local browser session h_8eb801e8ff for task sa-0-8ab95768
2026-07-15 10:49:39,669 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6741 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:49:39,671 INFO [20260715_104838_f1f7f5] agent.conversation_loop: API call #5: model=default provider=custom in=23676 out=41 total=23717 latency=2.5s cache=20992/23676 (89%)
2026-07-15 10:49:39,815 WARNING [20260715_104838_f1f7f5] tools.skills_tool: Skill name collision for 'research/research-critism': 2 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-critism/SKILL.md
2026-07-15 10:49:39,816 WARNING [20260715_104838_f1f7f5] agent.tool_executor: Tool skill_view returned error (0.08s): {"success": false, "error": "Ambiguous skill name 'research/research-critism': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized
2026-07-15 10:49:39,847 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6742 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:49:41,093 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6740 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:49:41,094 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #40: model=default provider=custom in=103484 out=85 total=103569 latency=5.1s cache=100864/103484 (97%)
2026-07-15 10:49:41,128 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=3/60 tool_turns=73 last_msg_role=assistant response_len=307 session=20260714_114920_9d9d2d3b
2026-07-15 10:49:41,169 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=42.9s api_calls=3 response=307 chars
2026-07-15 10:49:41,217 INFO gateway.platforms.base: [Telegram] Sending response (307 chars) to -1003707758328
2026-07-15 10:49:43,332 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6739 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:49:43,333 INFO [20260715_104450_93f1f3] agent.conversation_loop: API call #17: model=default provider=custom in=43891 out=684 total=44575 latency=11.0s cache=41472/43891 (94%)
2026-07-15 10:49:43,831 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6742 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:49:43,832 INFO [20260715_104838_f1f7f5] agent.conversation_loop: API call #6: model=default provider=custom in=23856 out=161 total=24017 latency=4.0s cache=21504/23856 (90%)
2026-07-15 10:49:43,901 INFO [20260715_104838_f1f7f5] agent.tool_executor: tool skills_list completed (0.05s, 2174 chars)
2026-07-15 10:49:43,924 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6744 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:49:47,198 INFO [20260715_104836_94b176] agent.tool_executor: tool browser_navigate completed (9.15s, 4353 chars)
2026-07-15 10:49:47,490 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6744 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:49:47,491 INFO [20260715_104838_f1f7f5] agent.conversation_loop: API call #7: model=default provider=custom in=24439 out=56 total=24495 latency=3.6s cache=6144/24439 (25%)
2026-07-15 10:49:47,560 WARNING [20260715_104838_f1f7f5] tools.skills_tool: Skill name collision for 'policy-lab': 2 candidates — /root/.hermes/skills/research/policy-lab/SKILL.md; /opt/ai-os/products/ceo/skills/research/policy-lab/SKILL.md
2026-07-15 10:49:47,561 WARNING [20260715_104838_f1f7f5] agent.tool_executor: Tool skill_view returned error (0.05s): {"success": false, "error": "Ambiguous skill name 'policy-lab': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", "match
2026-07-15 10:49:47,587 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6745 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:49:49,549 INFO [20260715_104450_93f1f3] agent.tool_executor: tool terminal completed (6.20s, 1773 chars)
2026-07-15 10:49:49,582 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6746 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:49:52,564 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6745 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:49:52,564 INFO [20260715_104838_f1f7f5] agent.conversation_loop: API call #8: model=default provider=custom in=24737 out=143 total=24880 latency=5.0s
2026-07-15 10:49:52,730 INFO agent.tool_executor: tool read_file completed (0.15s, 3122 chars)
2026-07-15 10:49:52,733 INFO agent.tool_executor: tool read_file completed (0.15s, 11461 chars)
2026-07-15 10:49:52,880 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6755 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:49:53,925 INFO [20260715_104836_94b176] agent.tool_executor: tool browser_navigate completed (5.72s, 8475 chars)
2026-07-15 10:49:53,968 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6756 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:49:54,758 INFO [20260715_104837_10c9a0] agent.tool_executor: tool browser_navigate completed (17.30s, 7062 chars)
2026-07-15 10:50:01,344 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6755 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:50:01,345 INFO [20260715_104838_f1f7f5] agent.conversation_loop: API call #9: model=default provider=custom in=31532 out=1407 total=32939 latency=8.5s
2026-07-15 10:50:01,490 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6756 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:50:01,490 INFO [20260715_104836_94b176] agent.conversation_loop: API call #4: model=default provider=custom in=26647 out=830 total=27477 latency=7.5s
2026-07-15 10:50:01,770 INFO [20260715_104838_f1f7f5] agent.tool_executor: tool search_files completed (0.26s, 4658 chars)
2026-07-15 10:50:02,088 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6759 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:50:02,348 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6746 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:50:02,351 INFO [20260715_104450_93f1f3] agent.conversation_loop: API call #18: model=default provider=custom in=44649 out=559 total=45208 latency=12.8s cache=6144/44649 (14%)
2026-07-15 10:50:02,675 INFO [20260715_104450_93f1f3] agent.tool_executor: tool terminal completed (0.19s, 4596 chars)
2026-07-15 10:50:02,766 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6761 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:50:03,898 INFO [20260715_104836_94b176] agent.tool_executor: tool browser_snapshot completed (2.29s, 8411 chars)
2026-07-15 10:50:04,029 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6762 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:50:06,184 INFO [20260715_104837_10c9a0] agent.tool_executor: tool browser_navigate completed (10.41s, 8623 chars)
2026-07-15 10:50:10,483 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6759 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:50:10,487 INFO [20260715_104838_f1f7f5] agent.conversation_loop: API call #10: model=default provider=custom in=36653 out=1224 total=37877 latency=8.4s cache=8133/36653 (22%)
2026-07-15 10:50:10,634 INFO [20260715_104838_f1f7f5] agent.tool_executor: tool search_files completed (0.10s, 3576 chars)
2026-07-15 10:50:10,666 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6765 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:50:13,756 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6761 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:50:13,757 INFO [20260715_104450_93f1f3] agent.conversation_loop: API call #19: model=default provider=custom in=53833 out=776 total=54609 latency=11.0s cache=48645/53833 (90%)
2026-07-15 10:50:13,934 INFO [20260715_104450_93f1f3] agent.tool_executor: tool terminal completed (0.15s, 61 chars)
2026-07-15 10:50:13,983 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6767 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:50:16,637 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6762 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:50:16,639 INFO [20260715_104836_94b176] agent.conversation_loop: API call #5: model=default provider=custom in=30473 out=4345 total=34818 latency=12.6s
2026-07-15 10:50:16,890 INFO [20260715_104836_94b176] agent.tool_executor: tool write_file completed (0.21s, 338 chars)
2026-07-15 10:50:16,921 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6774 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:50:18,843 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6765 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:50:18,844 INFO [20260715_104838_f1f7f5] agent.conversation_loop: API call #11: model=default provider=custom in=36658 out=1810 total=38468 latency=8.2s
2026-07-15 10:50:19,139 INFO [20260715_104838_f1f7f5] agent.tool_executor: tool patch completed (0.27s, 1621 chars)
2026-07-15 10:50:19,380 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6774 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:50:19,381 INFO [20260715_104836_94b176] agent.conversation_loop: API call #6: model=default provider=custom in=33789 out=255 total=34044 latency=2.5s
2026-07-15 10:50:20,421 INFO [20260715_104838_f1f7f5] agent.tool_executor: tool patch completed (0.26s, 1462 chars)
2026-07-15 10:50:20,823 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6767 (_call):135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:50:20,827 INFO [20260715_104450_93f1f3] agent.conversation_loop: API call #20: model=default provider=custom in=51341 out=1182 total=52523 latency=6.9s
2026-07-15 10:50:20,855 INFO [20260715_104450_93f1f3] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=20/50 budget=20/50 tool_turns=19 last_msg_role=assistant response_len=2345 session=20260715_104450_93f1f3
2026-07-15 10:50:20,883 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=async-delegate_2:135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:50:21,063 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:50:21,182 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 10:50:21,217 INFO [20260715_104450_93f1f3] agent.turn_context: conversation turn: session=20260715_104450_93f1f3 model=default provider=custom platform=subagent history=43 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-15 10:50:21,268 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6791 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:50:21,826 INFO [20260715_104838_f1f7f5] agent.tool_executor: tool patch completed (0.37s, 1694 chars)
2026-07-15 10:50:22,086 INFO gateway.run: Watch pattern notification — injecting for telegram chat=-1003707758328 thread=12
2026-07-15 10:50:23,219 INFO [20260715_104838_f1f7f5] agent.tool_executor: tool patch completed (0.37s, 1600 chars)
2026-07-15 10:50:23,235 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6791 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:50:23,236 INFO [20260715_104450_93f1f3] agent.conversation_loop: API call #1: model=default provider=custom in=52188 out=368 total=52556 latency=2.0s
2026-07-15 10:50:23,264 INFO [20260715_104836_94b176] agent.tool_executor: tool browser_navigate completed (3.85s, 8475 chars)
2026-07-15 10:50:23,321 INFO [20260715_104450_93f1f3] agent.tool_executor: tool skills_list completed (0.08s, 20038 chars)
2026-07-15 10:50:23,327 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6808 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:50:23,420 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6809 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:50:24,722 INFO [20260715_104838_f1f7f5] agent.tool_executor: tool patch completed (0.49s, 1814 chars)
2026-07-15 10:50:24,729 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6808 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:50:24,731 INFO [20260715_104836_94b176] agent.conversation_loop: API call #7: model=default provider=custom in=36136 out=26 total=36162 latency=1.4s cache=12212/36136 (34%)
2026-07-15 10:50:25,793 INFO [20260715_104837_10c9a0] agent.tool_executor: tool browser_navigate completed (18.59s, 6887 chars)
2026-07-15 10:50:25,833 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6820 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:50:26,018 INFO [20260715_104838_f1f7f5] agent.tool_executor: tool patch completed (0.28s, 1389 chars)
2026-07-15 10:50:26,057 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6827 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:50:26,211 INFO [20260715_104836_94b176] agent.tool_executor: tool browser_type completed (1.45s, 53 chars)
2026-07-15 10:50:26,278 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6828 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:50:29,255 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6827 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:50:29,257 INFO [20260715_104838_f1f7f5] agent.conversation_loop: API call #12: model=default provider=custom in=42004 out=1027 total=43031 latency=3.2s
2026-07-15 10:50:29,374 INFO [20260715_104838_f1f7f5] agent.tool_executor: tool search_files completed (0.09s, 931 chars)
2026-07-15 10:50:29,424 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6831 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:50:35,492 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Cached user photo at /root/.hermes/cache/images/img_edba6e162820.jpg
2026-07-15 10:50:36,294 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing photo batch agent:main:telegram:group:-1003707758328:12:photo-burst with 1 image(s)
2026-07-15 10:50:45,937 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6820 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:50:45,939 INFO [20260715_104837_10c9a0] agent.conversation_loop: API call #5: model=default provider=custom in=35151 out=1398 total=36549 latency=20.1s cache=20362/35151 (58%)
2026-07-15 10:50:49,330 INFO [20260715_104837_10c9a0] agent.tool_executor: tool browser_navigate completed (3.37s, 1764 chars)
2026-07-15 10:50:49,375 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6832 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:50:50,483 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6832 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:50:50,484 INFO [20260715_104837_10c9a0] agent.conversation_loop: API call #6: model=default provider=custom in=35726 out=18 total=35744 latency=1.1s cache=28504/35726 (80%)
2026-07-15 10:50:51,640 INFO [20260715_104837_10c9a0] agent.tool_executor: tool browser_click completed (1.14s, 35 chars)
2026-07-15 10:50:51,714 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6833 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:50:53,576 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6833 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:50:53,577 INFO [20260715_104837_10c9a0] agent.conversation_loop: API call #7: model=default provider=custom in=35847 out=14 total=35861 latency=1.9s cache=28500/35847 (80%)
2026-07-15 10:50:54,704 INFO [20260715_104837_10c9a0] agent.tool_executor: tool browser_snapshot completed (1.10s, 1711 chars)
2026-07-15 10:50:54,749 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6834 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:50:55,176 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6831 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:50:55,177 INFO [20260715_104838_f1f7f5] agent.conversation_loop: API call #13: model=default provider=custom in=43383 out=1383 total=44766 latency=25.8s cache=12185/43383 (28%)
2026-07-15 10:50:55,386 INFO [20260715_104838_f1f7f5] agent.tool_executor: tool patch completed (0.19s, 2020 chars)
2026-07-15 10:50:55,421 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6843 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:50:56,732 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6809 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:50:56,733 INFO [20260715_104450_93f1f3] agent.conversation_loop: API call #2: model=default provider=custom in=57361 out=553 total=57914 latency=33.4s cache=48890/57361 (85%)
2026-07-15 10:50:56,822 WARNING [20260715_104450_93f1f3] tools.skills_tool: Skill name collision for 'policy-lab': 2 candidates — /root/.hermes/skills/research/policy-lab/SKILL.md; /opt/ai-os/products/ceo/skills/research/policy-lab/SKILL.md
2026-07-15 10:50:56,824 WARNING [20260715_104450_93f1f3] agent.tool_executor: Tool skill_view returned error (0.09s): {"success": false, "error": "Ambiguous skill name 'policy-lab': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", "match
2026-07-15 10:50:56,866 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6844 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:51:00,319 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6828 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:51:00,321 INFO [20260715_104836_94b176] agent.conversation_loop: API call #8: model=default provider=custom in=36274 out=19 total=36293 latency=34.1s cache=12186/36274 (34%)
2026-07-15 10:51:01,755 INFO [20260715_104836_94b176] agent.tool_executor: tool browser_click completed (1.41s, 37 chars)
2026-07-15 10:51:01,799 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6845 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:51:07,991 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6844 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:51:07,992 INFO [20260715_104450_93f1f3] agent.conversation_loop: API call #3: model=default provider=custom in=53371 out=47 total=53418 latency=11.2s
2026-07-15 10:51:08,054 WARNING [20260715_104450_93f1f3] tools.skills_tool: Skill name collision for 'research/policy-lab/SKILL.md': 2 candidates — /root/.hermes/skills/research/policy-lab/SKILL.md; /opt/ai-os/products/ceo/skills/research/policy-lab/SKILL.md
2026-07-15 10:51:08,056 WARNING [20260715_104450_93f1f3] agent.tool_executor: Tool skill_view returned error (0.06s): {"success": false, "error": "Ambiguous skill name 'research/policy-lab/SKILL.md': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categori
2026-07-15 10:51:08,082 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6846 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:51:10,146 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6845 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:51:10,147 INFO [20260715_104836_94b176] agent.conversation_loop: API call #9: model=default provider=custom in=33370 out=18 total=33388 latency=8.4s cache=16896/33370 (51%)
2026-07-15 10:51:11,169 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6846 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:51:11,171 INFO [20260715_104450_93f1f3] agent.conversation_loop: API call #4: model=default provider=custom in=53551 out=102 total=53653 latency=3.1s cache=51200/53551 (96%)
2026-07-15 10:51:11,236 WARNING [20260715_104450_93f1f3] tools.skills_tool: Skill name collision for 'research/policy-lab': 2 candidates — /root/.hermes/skills/research/policy-lab/SKILL.md; /opt/ai-os/products/ceo/skills/research/policy-lab/SKILL.md
2026-07-15 10:51:11,238 WARNING [20260715_104450_93f1f3] agent.tool_executor: Tool skill_view returned error (0.06s): {"success": false, "error": "Ambiguous skill name 'research/policy-lab': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.
2026-07-15 10:51:11,265 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6847 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:51:11,460 INFO [20260715_104836_94b176] agent.tool_executor: tool browser_snapshot completed (1.27s, 7333 chars)
2026-07-15 10:51:11,498 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6848 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:51:13,140 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6834 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:51:13,142 INFO [20260715_104837_10c9a0] agent.conversation_loop: API call #8: model=default provider=custom in=33257 out=521 total=33778 latency=18.4s cache=21504/33257 (65%)
2026-07-15 10:51:14,779 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6847 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:51:14,780 INFO [20260715_104450_93f1f3] agent.conversation_loop: API call #5: model=default provider=custom in=53831 out=92 total=53923 latency=3.5s cache=51200/53831 (95%)
2026-07-15 10:51:14,789 WARNING [20260715_104450_93f1f3] agent.tool_executor: Tool skill_view returned error (0.00s): {"success": false, "error": "Skill name must be a relative path within the skills directory.", "hint": "Use a skill name or relative path within the skills directory."}

[Tool loop warning: same_tool_
2026-07-15 10:51:14,823 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6849 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:51:16,350 INFO [20260715_104837_10c9a0] agent.tool_executor: tool browser_navigate completed (3.20s, 1066 chars)
2026-07-15 10:51:16,387 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6850 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:51:18,152 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6843 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:51:18,152 INFO [20260715_104838_f1f7f5] agent.conversation_loop: API call #14: model=default provider=custom in=42393 out=160 total=42553 latency=22.7s
2026-07-15 10:51:18,240 INFO [20260715_104838_f1f7f5] agent.tool_executor: tool search_files completed (0.06s, 780 chars)
2026-07-15 10:51:18,274 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6853 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:51:24,701 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6849 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:51:24,703 INFO [20260715_104450_93f1f3] agent.conversation_loop: API call #6: model=default provider=custom in=54032 out=256 total=54288 latency=9.9s cache=51712/54032 (96%)
2026-07-15 10:51:24,734 WARNING [20260715_104450_93f1f3] agent.tool_executor: Tool skill_manage returned error (0.03s): {"error": "old_string is required for 'patch'. Provide the text to find.", "success": false}
2026-07-15 10:51:24,780 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6854 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:51:25,624 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6853 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:51:25,626 INFO [20260715_104838_f1f7f5] agent.conversation_loop: API call #15: model=default provider=custom in=42736 out=266 total=43002 latency=7.4s cache=39936/42736 (93%)
2026-07-15 10:51:25,936 INFO [20260715_104838_f1f7f5] agent.tool_executor: tool search_files completed (0.27s, 9837 chars)
2026-07-15 10:51:25,971 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6857 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:51:27,420 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Cached user photo at /root/.hermes/cache/images/img_fe382dc57345.jpg
2026-07-15 10:51:28,222 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing photo batch agent:main:telegram:group:-1003707758328:20:photo-burst with 1 image(s)
2026-07-15 10:51:28,240 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tôi chỉ thấy tin này thôi. TÔi cần 1 tin test đúng nghĩa mà? là phải crawl được ' reply_to_id=20 reply_to_text=''
2026-07-15 10:51:28,418 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 10:51:28,490 INFO gateway.run: Image routing: text (mode=text). Pre-analyzing 1 image(s) via vision_analyze.
2026-07-15 10:51:28,490 INFO tools.vision_tools: Analyzing image: /root/.hermes/cache/images/img_fe382dc57345.jpg
2026-07-15 10:51:28,490 INFO tools.vision_tools: User prompt: Describe everything visible in this image in thorough detail. Include any text, code, data, objects,
2026-07-15 10:51:28,496 INFO tools.vision_tools: Image ready (25.0 KB)
2026-07-15 10:51:28,497 INFO tools.vision_tools: Converting image to base64...
2026-07-15 10:51:28,498 INFO tools.vision_tools: Image converted to base64 (33.4 KB)
2026-07-15 10:51:28,498 INFO tools.vision_tools: Processing image with vision model...
2026-07-15 10:51:30,890 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6850 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:51:30,891 INFO [20260715_104837_10c9a0] agent.conversation_loop: API call #9: model=default provider=custom in=33678 out=814 total=34492 latency=14.5s cache=30720/33678 (91%)
2026-07-15 10:51:32,041 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6854 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:51:32,045 INFO [20260715_104450_93f1f3] agent.conversation_loop: API call #7: model=default provider=custom in=54135 out=329 total=54464 latency=7.3s cache=51712/54135 (96%)
2026-07-15 10:51:32,134 WARNING [20260715_104450_93f1f3] tools.skills_tool: Skill name collision for 'research-critism': 3 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-critism/SKILL.md
2026-07-15 10:51:32,135 WARNING [20260715_104450_93f1f3] agent.tool_executor: Tool skill_view returned error (0.09s): {"success": false, "error": "Ambiguous skill name 'research-critism': 3 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", 
2026-07-15 10:51:32,171 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6858 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:51:34,339 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6848 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:51:34,340 INFO [20260715_104836_94b176] agent.conversation_loop: API call #10: model=default provider=custom in=35602 out=753 total=36355 latency=22.9s cache=31232/35602 (88%)
2026-07-15 10:51:35,180 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6858 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:51:35,181 INFO [20260715_104450_93f1f3] agent.conversation_loop: API call #8: model=default provider=custom in=54429 out=90 total=54519 latency=3.0s cache=51712/54429 (95%)
2026-07-15 10:51:35,266 WARNING [20260715_104450_93f1f3] tools.skills_tool: Skill name collision for 'research/research-critism': 2 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-critism/SKILL.md
2026-07-15 10:51:35,269 WARNING [20260715_104450_93f1f3] agent.tool_executor: Tool skill_view returned error (0.08s): {"success": false, "error": "Ambiguous skill name 'research/research-critism': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized
2026-07-15 10:51:35,308 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6859 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:51:35,348 INFO tools.vision_tools: Image analysis completed (1766 characters)
2026-07-15 10:51:35,447 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=183 msg="[The user sent an image~ Here's what I can see: This image is a cropped screensh..."
2026-07-15 10:51:35,527 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6860 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:51:35,634 INFO [20260715_104836_94b176] agent.tool_executor: tool browser_console completed (1.28s, 54 chars)
2026-07-15 10:51:37,345 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6857 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:51:37,346 INFO [20260715_104838_f1f7f5] agent.conversation_loop: API call #16: model=default provider=custom in=45723 out=564 total=46287 latency=11.4s
2026-07-15 10:51:37,467 INFO [20260715_104838_f1f7f5] agent.tool_executor: tool read_file completed (0.10s, 2535 chars)
2026-07-15 10:51:37,871 INFO [20260715_104836_94b176] agent.tool_executor: tool browser_console completed (1.23s, 98 chars)
2026-07-15 10:51:38,560 INFO [20260715_104838_f1f7f5] agent.tool_executor: tool read_file completed (0.08s, 2498 chars)
2026-07-15 10:51:38,599 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6869 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:51:39,709 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6859 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:51:39,711 INFO [20260715_104450_93f1f3] agent.conversation_loop: API call #9: model=default provider=custom in=54709 out=166 total=54875 latency=4.4s cache=52224/54709 (95%)
2026-07-15 10:51:39,793 WARNING [20260715_104450_93f1f3] tools.skills_tool: Skill name collision for 'research/research-critism/SKILL.md': 2 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-critism/SKILL.md
2026-07-15 10:51:39,795 WARNING [20260715_104450_93f1f3] agent.tool_executor: Tool skill_view returned error (0.08s): {"success": false, "error": "Ambiguous skill name 'research/research-critism/SKILL.md': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its ca
2026-07-15 10:51:39,835 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6870 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:51:40,066 INFO [20260715_104836_94b176] agent.tool_executor: tool browser_console completed (1.19s, 1264 chars)
2026-07-15 10:51:40,101 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6871 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:51:41,648 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6860 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:51:41,649 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #41: model=default provider=custom in=104055 out=154 total=104209 latency=6.1s
2026-07-15 10:51:41,760 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool skill_view completed (0.09s, 10021 chars)
2026-07-15 10:51:41,820 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6872 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:51:43,213 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6871 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:51:43,214 INFO [20260715_104836_94b176] agent.conversation_loop: API call #11: model=default provider=custom in=40873 out=453 total=41326 latency=3.1s cache=24246/40873 (59%)
2026-07-15 10:51:43,560 INFO [20260715_104836_94b176] agent.tool_executor: tool patch completed (0.33s, 1102 chars)
2026-07-15 10:51:43,591 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6881 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:51:49,019 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6870 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:51:49,021 INFO [20260715_104450_93f1f3] agent.conversation_loop: API call #10: model=default provider=custom in=54997 out=73 total=55070 latency=9.2s
2026-07-15 10:51:49,124 WARNING [20260715_104450_93f1f3] tools.skills_tool: Skill name collision for 'research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-15 10:51:49,125 WARNING [20260715_104450_93f1f3] agent.tool_executor: Tool skill_view returned error (0.10s): {"success": false, "error": "Ambiguous skill name 'research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.",
2026-07-15 10:51:49,163 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6882 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:51:49,441 INFO [20260715_104837_10c9a0] agent.tool_executor: tool browser_navigate completed (18.52s, 1002 chars)
2026-07-15 10:51:49,513 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6869 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:51:49,514 INFO [20260715_104838_f1f7f5] agent.conversation_loop: API call #17: model=default provider=custom in=47358 out=423 total=47781 latency=10.9s
2026-07-15 10:51:49,614 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6883 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:51:49,771 INFO [20260715_104838_f1f7f5] agent.tool_executor: tool search_files completed (0.17s, 9508 chars)
2026-07-15 10:51:49,819 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6886 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:51:51,745 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6883 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:51:51,748 INFO [20260715_104837_10c9a0] agent.conversation_loop: API call #10: model=default provider=custom in=39736 out=249 total=39985 latency=2.2s
2026-07-15 10:51:51,809 INFO [20260715_104837_10c9a0] agent.tool_executor: tool terminal completed (0.04s, 45 chars)
2026-07-15 10:51:51,846 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6888 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:51:52,900 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6872 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:51:52,900 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #42: model=default provider=custom in=113066 out=2510 total=115576 latency=11.1s
2026-07-15 10:51:52,939 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=74 last_msg_role=assistant response_len=6942 session=20260714_114920_9d9d2d3b
2026-07-15 10:51:52,964 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=24.7s api_calls=2 response=6942 chars
2026-07-15 10:51:53,024 INFO gateway.platforms.base: Skipping bare file path in reply (no file on disk): /report.yaml
2026-07-15 10:51:53,025 INFO gateway.platforms.base: [Telegram] Sending response (6942 chars) to -1003707758328
2026-07-15 10:51:53,668 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6882 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:51:53,669 INFO [20260715_104450_93f1f3] agent.conversation_loop: API call #11: model=default provider=custom in=61321 out=220 total=61541 latency=4.5s
2026-07-15 10:51:53,727 WARNING [20260715_104450_93f1f3] tools.skills_tool: Skill name collision for 'research/research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-15 10:51:53,728 WARNING [20260715_104450_93f1f3] agent.tool_executor: Tool skill_view returned error (0.06s): {"success": false, "error": "Ambiguous skill name 'research/research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorize
2026-07-15 10:51:53,756 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6889 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:51:54,566 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6888 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:51:54,567 INFO [20260715_104837_10c9a0] agent.conversation_loop: API call #11: model=default provider=custom in=38203 out=146 total=38349 latency=2.7s
2026-07-15 10:51:54,689 INFO [20260715_104837_10c9a0] agent.tool_executor: tool read_file completed (0.10s, 26975 chars)
2026-07-15 10:51:54,728 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6894 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:51:55,796 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6894 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:51:55,797 INFO [20260715_104837_10c9a0] agent.conversation_loop: API call #12: model=default provider=custom in=46270 out=15 total=46285 latency=1.1s
2026-07-15 10:51:55,919 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6886 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:51:55,921 INFO [20260715_104838_f1f7f5] agent.conversation_loop: API call #18: model=default provider=custom in=53997 out=1057 total=55054 latency=6.1s
2026-07-15 10:51:55,931 INFO [20260715_104837_10c9a0] agent.tool_executor: tool terminal completed (0.12s, 894 chars)
2026-07-15 10:51:55,976 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6896 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:51:56,198 INFO [20260715_104838_f1f7f5] agent.tool_executor: tool patch completed (0.24s, 1629 chars)
2026-07-15 10:51:57,182 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6896 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:51:57,182 INFO [20260715_104837_10c9a0] agent.conversation_loop: API call #13: model=default provider=custom in=46537 out=31 total=46568 latency=1.2s cache=40740/46537 (88%)
2026-07-15 10:51:57,228 INFO [20260715_104837_10c9a0] agent.tool_executor: tool terminal completed (0.03s, 1312 chars)
2026-07-15 10:51:57,267 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6908 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:51:57,436 INFO [20260715_104838_f1f7f5] agent.tool_executor: tool patch completed (0.23s, 1364 chars)
2026-07-15 10:51:58,641 INFO [20260715_104838_f1f7f5] agent.tool_executor: tool patch completed (0.20s, 1522 chars)
2026-07-15 10:51:58,678 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6923 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:51:59,411 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6889 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:51:59,413 INFO [20260715_104450_93f1f3] agent.conversation_loop: API call #12: model=default provider=custom in=60525 out=917 total=61442 latency=5.7s
2026-07-15 10:51:59,415 WARNING [20260715_104450_93f1f3] agent.tool_executor: Tool read_file returned error (0.00s): {"error": "Background review denied non-whitelisted tool: read_file. Only memory/skill tools are allowed."}
2026-07-15 10:51:59,444 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6924 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:52:03,165 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6924 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:52:03,168 INFO [20260715_104450_93f1f3] agent.conversation_loop: API call #13: model=default provider=custom in=60214 out=140 total=60354 latency=3.7s cache=52918/60214 (88%)
2026-07-15 10:52:03,250 WARNING [20260715_104450_93f1f3] agent.tool_executor: Tool skill_manage returned error (0.07s): {"success": false, "error": "Skill 'research/research-critism' not found in active profile 'default'. Use skills_list() to see available skills."}
2026-07-15 10:52:03,282 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6925 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:52:06,990 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6925 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:52:06,991 INFO [20260715_104450_93f1f3] agent.conversation_loop: API call #14: model=default provider=custom in=60400 out=148 total=60548 latency=3.7s cache=8131/60400 (13%)
2026-07-15 10:52:07,016 WARNING [20260715_104450_93f1f3] agent.tool_executor: Tool skill_manage returned error (0.02s): {"success": false, "error": "Refusing background curator patch for skill 'research-critism': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, o
2026-07-15 10:52:07,045 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6926 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:52:09,666 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6926 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:52:09,667 INFO [20260715_104450_93f1f3] agent.conversation_loop: API call #15: model=default provider=custom in=60764 out=39 total=60803 latency=2.6s cache=52851/60764 (87%)
2026-07-15 10:52:09,671 WARNING [20260715_104450_93f1f3] agent.tool_executor: Tool skill_view returned error (0.00s): {"success": false, "error": "Skill name must be a relative path within the skills directory.", "hint": "Use a skill name or relative path within the skills directory."}

[Tool loop warning: same_tool_
2026-07-15 10:52:09,705 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6927 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:52:11,316 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6927 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:52:11,317 INFO [20260715_104450_93f1f3] agent.conversation_loop: API call #16: model=default provider=custom in=60970 out=265 total=61235 latency=1.6s cache=52907/60970 (87%)
2026-07-15 10:52:11,323 INFO [20260715_104450_93f1f3] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=16/16 budget=16/16 tool_turns=34 last_msg_role=assistant response_len=994 session=20260715_104450_93f1f3
2026-07-15 10:52:11,328 INFO [20260715_104450_93f1f3] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522810828480 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:52:15,336 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6881 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:52:15,337 INFO [20260715_104836_94b176] agent.conversation_loop: API call #12: model=default provider=custom in=43814 out=1119 total=44933 latency=31.8s cache=40596/43814 (93%)
2026-07-15 10:52:15,576 INFO [20260715_104836_94b176] agent.tool_executor: tool patch completed (0.22s, 3931 chars)
2026-07-15 10:52:15,611 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6936 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:52:15,655 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6923 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:52:15,656 INFO [20260715_104838_f1f7f5] agent.conversation_loop: API call #19: model=default provider=custom in=56329 out=454 total=56783 latency=17.0s cache=36640/56329 (65%)
2026-07-15 10:52:15,771 INFO [20260715_104838_f1f7f5] agent.tool_executor: tool read_file completed (0.10s, 3984 chars)
2026-07-15 10:52:15,805 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6941 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:52:17,371 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6936 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:52:17,371 INFO [20260715_104836_94b176] agent.conversation_loop: API call #13: model=default provider=custom in=42673 out=170 total=42843 latency=1.8s cache=32556/42673 (76%)
2026-07-15 10:52:17,508 INFO [20260715_104836_94b176] agent.tool_executor: tool read_file completed (0.11s, 7803 chars)
2026-07-15 10:52:17,546 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6946 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:52:30,308 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6908 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:52:30,310 INFO [20260715_104837_10c9a0] agent.conversation_loop: API call #14: model=default provider=custom in=47024 out=31 total=47055 latency=33.1s cache=40737/47024 (87%)
2026-07-15 10:52:30,385 INFO [20260715_104837_10c9a0] agent.tool_executor: tool terminal completed (0.06s, 45 chars)
2026-07-15 10:52:30,420 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6948 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:52:35,848 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6946 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:52:35,848 INFO [20260715_104836_94b176] agent.conversation_loop: API call #14: model=default provider=custom in=41968 out=342 total=42310 latency=18.3s cache=9728/41968 (23%)
2026-07-15 10:52:35,960 INFO [20260715_104836_94b176] agent.tool_executor: tool read_file completed (0.10s, 6931 chars)
2026-07-15 10:52:35,997 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6953 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:52:44,314 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6941 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:52:44,314 INFO [20260715_104838_f1f7f5] agent.conversation_loop: API call #20: model=default provider=custom in=54430 out=986 total=55416 latency=28.5s cache=43520/54430 (80%)
2026-07-15 10:52:44,617 INFO [20260715_104838_f1f7f5] agent.tool_executor: tool patch completed (0.24s, 1632 chars)
2026-07-15 10:52:45,817 INFO [20260715_104838_f1f7f5] agent.tool_executor: tool patch completed (0.19s, 1740 chars)
2026-07-15 10:52:45,849 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6970 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:52:51,302 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6953 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:52:51,304 INFO [20260715_104836_94b176] agent.conversation_loop: API call #15: model=default provider=custom in=44288 out=847 total=45135 latency=15.3s cache=39424/44288 (89%)
2026-07-15 10:52:53,300 INFO [20260715_104836_94b176] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=15/50 budget=15/50 tool_turns=14 last_msg_role=assistant response_len=1410 session=20260715_104836_94b176
2026-07-15 10:52:53,333 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=async-delegate_1:135523356092096 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:52:53,405 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:52:53,521 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 10:52:53,543 INFO [20260715_104836_94b176] agent.turn_context: conversation turn: session=20260715_104836_94b176 model=default provider=custom platform=subagent history=36 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-15 10:52:53,575 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6971 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:52:54,193 INFO gateway.run: Watch pattern notification — injecting for telegram chat=-1003707758328 thread=12
2026-07-15 10:52:58,008 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6970 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:52:58,011 INFO [20260715_104838_f1f7f5] agent.conversation_loop: API call #21: model=default provider=custom in=55909 out=755 total=56664 latency=12.2s cache=52224/55909 (93%)
2026-07-15 10:52:58,176 INFO [20260715_104838_f1f7f5] agent.tool_executor: tool read_file completed (0.12s, 2784 chars)
2026-07-15 10:52:59,314 INFO [20260715_104838_f1f7f5] agent.tool_executor: tool read_file completed (0.11s, 4808 chars)
2026-07-15 10:52:59,355 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6980 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:53:00,252 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6948 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:53:00,254 INFO [20260715_104837_10c9a0] agent.conversation_loop: API call #15: model=default provider=custom in=43584 out=1379 total=44963 latency=29.9s cache=31232/43584 (72%)
2026-07-15 10:53:00,416 INFO [20260715_104837_10c9a0] agent.tool_executor: tool read_file completed (0.14s, 844 chars)
2026-07-15 10:53:00,487 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6985 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:53:07,091 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6971 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:53:07,092 INFO [20260715_104836_94b176] agent.conversation_loop: API call #1: model=default provider=custom in=45615 out=98 total=45713 latency=13.5s
2026-07-15 10:53:07,296 INFO agent.tool_executor: tool skills_list completed (0.20s, 2174 chars)
2026-07-15 10:53:07,299 INFO agent.tool_executor: tool skills_list completed (0.20s, 2018 chars)
2026-07-15 10:53:07,326 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6986 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:53:12,672 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6986 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:53:12,673 INFO [20260715_104836_94b176] agent.conversation_loop: API call #2: model=default provider=custom in=46694 out=55 total=46749 latency=5.4s cache=43520/46694 (93%)
2026-07-15 10:53:12,747 WARNING [20260715_104836_94b176] tools.skills_tool: Skill name collision for 'research-critism': 3 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-critism/SKILL.md
2026-07-15 10:53:12,750 WARNING [20260715_104836_94b176] agent.tool_executor: Tool skill_view returned error (0.07s): {"success": false, "error": "Ambiguous skill name 'research-critism': 3 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", 
2026-07-15 10:53:12,776 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6987 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:53:13,199 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6985 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:53:13,199 INFO [20260715_104837_10c9a0] agent.conversation_loop: API call #16: model=default provider=custom in=43940 out=317 total=44257 latency=12.8s cache=9728/43940 (22%)
2026-07-15 10:53:13,375 INFO [20260715_104837_10c9a0] agent.tool_executor: tool read_file completed (0.11s, 10576 chars)
2026-07-15 10:53:13,412 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6992 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:53:15,436 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6987 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:53:15,437 INFO [20260715_104836_94b176] agent.conversation_loop: API call #3: model=default provider=custom in=46884 out=39 total=46923 latency=2.7s cache=44544/46884 (95%)
2026-07-15 10:53:15,493 WARNING [20260715_104836_94b176] tools.skills_tool: Skill name collision for 'research/research-critism': 2 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-critism/SKILL.md
2026-07-15 10:53:15,494 WARNING [20260715_104836_94b176] agent.tool_executor: Tool skill_view returned error (0.05s): {"success": false, "error": "Ambiguous skill name 'research/research-critism': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized
2026-07-15 10:53:15,521 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6993 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:53:19,140 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6993 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:53:19,141 INFO [20260715_104836_94b176] agent.conversation_loop: API call #4: model=default provider=custom in=47060 out=71 total=47131 latency=3.6s cache=44544/47060 (95%)
2026-07-15 10:53:19,144 WARNING [20260715_104836_94b176] agent.tool_executor: Tool skill_view returned error (0.00s): {"success": false, "error": "Skill name must be a relative path within the skills directory.", "hint": "Use a skill name or relative path within the skills directory."}

[Tool loop warning: same_tool_
2026-07-15 10:53:19,170 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-6994 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:53:21,608 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6980 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:53:21,609 INFO [20260715_104838_f1f7f5] agent.conversation_loop: API call #22: model=default provider=custom in=58435 out=1191 total=59626 latency=22.3s cache=53760/58435 (92%)
2026-07-15 10:53:21,833 INFO [20260715_104838_f1f7f5] agent.tool_executor: tool patch completed (0.21s, 1871 chars)
2026-07-15 10:53:22,997 INFO [20260715_104838_f1f7f5] agent.tool_executor: tool patch completed (0.16s, 1716 chars)
2026-07-15 10:53:23,031 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7011 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:53:23,962 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6994 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:53:23,962 INFO [20260715_104836_94b176] agent.conversation_loop: API call #5: model=default provider=custom in=47258 out=131 total=47389 latency=4.8s cache=44544/47258 (94%)
2026-07-15 10:53:24,029 WARNING [20260715_104836_94b176] tools.skills_tool: Skill name collision for 'research/research-critism/SKILL.md': 2 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-critism/SKILL.md
2026-07-15 10:53:24,030 WARNING [20260715_104836_94b176] agent.tool_executor: Tool skill_view returned error (0.06s): {"success": false, "error": "Ambiguous skill name 'research/research-critism/SKILL.md': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its ca
2026-07-15 10:53:24,050 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (75 chars)
2026-07-15 10:53:24,059 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7012 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:53:24,075 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='test đọc qua skill daily briefing xem bạn có thể rút được kinh nghiệm gì ko' reply_to_id=20 reply_to_text=''
2026-07-15 10:53:24,209 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 10:53:24,303 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=187 msg='[NN Vo] test đọc qua skill daily briefing xem bạn có thể rút được kinh nghiệm gì...'
2026-07-15 10:53:24,364 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7013 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:53:30,355 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7011 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:53:30,356 INFO [20260715_104838_f1f7f5] agent.conversation_loop: API call #23: model=default provider=custom in=60055 out=389 total=60444 latency=7.3s cache=56320/60055 (94%)
2026-07-15 10:53:30,473 INFO [20260715_104838_f1f7f5] agent.tool_executor: tool search_files completed (0.10s, 3039 chars)
2026-07-15 10:53:30,534 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7016 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:53:30,578 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7013 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:53:30,578 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #43: model=default provider=custom in=108598 out=75 total=108673 latency=6.2s cache=101888/108598 (94%)
2026-07-15 10:53:30,679 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool skill_view completed (0.07s, 3047 chars)
2026-07-15 10:53:30,727 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7017 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:53:34,983 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-6992 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:53:34,985 INFO [20260715_104837_10c9a0] agent.conversation_loop: API call #17: model=default provider=custom in=47191 out=1116 total=48307 latency=21.6s cache=41472/47191 (88%)
2026-07-15 10:53:38,280 INFO [20260715_104837_10c9a0] agent.tool_executor: tool browser_navigate completed (3.28s, 1010 chars)
2026-07-15 10:53:38,347 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7018 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:53:40,283 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7018 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:53:40,283 INFO [20260715_104837_10c9a0] agent.conversation_loop: API call #18: model=default provider=custom in=52292 out=0 total=52292 latency=2.0s
2026-07-15 10:53:40,323 INFO [20260715_104837_10c9a0] agent.conversation_loop: Empty response after tool calls — nudging model to continue processing
2026-07-15 10:53:40,351 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7012 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:53:40,355 INFO [20260715_104836_94b176] agent.conversation_loop: API call #6: model=default provider=custom in=47546 out=756 total=48302 latency=16.3s cache=45056/47546 (95%)
2026-07-15 10:53:40,391 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7019 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:53:40,502 INFO [20260715_104836_94b176] agent.tool_executor: tool skill_manage completed (0.14s, 207 chars)
2026-07-15 10:53:40,554 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7020 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:53:46,728 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7017 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:53:46,728 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #44: model=default provider=custom in=109536 out=571 total=110107 latency=16.0s cache=106496/109536 (97%)
2026-07-15 10:53:46,759 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=75 last_msg_role=assistant response_len=2080 session=20260714_114920_9d9d2d3b
2026-07-15 10:53:46,783 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=22.7s api_calls=2 response=2080 chars
2026-07-15 10:53:46,826 INFO gateway.platforms.base: [Telegram] Sending response (2080 chars) to -1003707758328
2026-07-15 10:53:47,656 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7016 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:53:47,658 INFO [20260715_104838_f1f7f5] agent.conversation_loop: API call #24: model=default provider=custom in=61097 out=599 total=61696 latency=17.2s cache=45056/61097 (74%)
2026-07-15 10:53:47,684 INFO [20260715_104838_f1f7f5] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=24/50 budget=24/50 tool_turns=23 last_msg_role=assistant response_len=1817 session=20260715_104838_f1f7f5
2026-07-15 10:53:47,706 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=hermes-gateway_1:135523347699392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:53:47,732 INFO [20260712_081412_654c5f58] agent.tool_executor: tool delegate_task completed (309.19s, 5930 chars)
2026-07-15 10:53:47,772 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=interrupted_by_user model=default api_calls=3/60 budget=3/60 tool_turns=61 last_msg_role=assistant response_len=0 session=20260712_081412_654c5f58
2026-07-15 10:53:47,780 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:53:47,896 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 10:53:47,920 INFO gateway.run: Image routing: text (mode=text). Pre-analyzing 1 image(s) via vision_analyze.
2026-07-15 10:53:47,920 INFO tools.vision_tools: Analyzing image: /root/.hermes/cache/images/img_edba6e162820.jpg
2026-07-15 10:53:47,920 INFO tools.vision_tools: User prompt: Describe everything visible in this image in thorough detail. Include any text, code, data, objects,
2026-07-15 10:53:47,930 INFO tools.vision_tools: Image ready (124.7 KB)
2026-07-15 10:53:47,930 INFO tools.vision_tools: Converting image to base64...
2026-07-15 10:53:47,934 INFO tools.vision_tools: Image converted to base64 (166.3 KB)
2026-07-15 10:53:47,934 INFO tools.vision_tools: Processing image with vision model...
2026-07-15 10:53:47,943 INFO [20260715_104838_f1f7f5] agent.turn_context: conversation turn: session=20260715_104838_f1f7f5 model=default provider=custom platform=subagent history=61 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-15 10:53:47,983 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7020 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:53:47,986 INFO [20260715_104836_94b176] agent.conversation_loop: API call #7: model=default provider=custom in=52830 out=214 total=53044 latency=7.5s cache=8137/52830 (15%)
2026-07-15 10:53:48,042 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7021 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:53:48,124 WARNING [20260715_104836_94b176] tools.skills_tool: Skill name collision for 'research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-15 10:53:48,125 WARNING [20260715_104836_94b176] agent.tool_executor: Tool skill_view returned error (0.13s): {"success": false, "error": "Ambiguous skill name 'research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.",
2026-07-15 10:53:48,159 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7022 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:53:49,324 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7021 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:53:49,325 INFO [20260715_104838_f1f7f5] agent.conversation_loop: API call #1: model=default provider=custom in=66691 out=19 total=66710 latency=1.3s
2026-07-15 10:53:49,389 WARNING [20260715_104838_f1f7f5] tools.skills_tool: Skill name collision for 'research-critism': 3 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-critism/SKILL.md
2026-07-15 10:53:49,390 WARNING [20260715_104838_f1f7f5] agent.tool_executor: Tool skill_view returned error (0.06s): {"success": false, "error": "Ambiguous skill name 'research-critism': 3 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", 
2026-07-15 10:53:49,427 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7023 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:53:51,057 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7022 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:53:51,059 INFO [20260715_104836_94b176] agent.conversation_loop: API call #8: model=default provider=custom in=52949 out=137 total=53086 latency=2.9s
2026-07-15 10:53:51,065 WARNING [20260715_104836_94b176] agent.tool_executor: Tool skill_view returned error (0.00s): {"success": false, "error": "Skill name must be a relative path within the skills directory.", "hint": "Use a skill name or relative path within the skills directory."}

[Tool loop warning: same_tool_
2026-07-15 10:53:51,093 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7024 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:53:53,056 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7023 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:53:53,058 INFO [20260715_104838_f1f7f5] agent.conversation_loop: API call #2: model=default provider=custom in=67012 out=413 total=67425 latency=3.7s
2026-07-15 10:53:53,123 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7024 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:53:53,124 INFO [20260715_104836_94b176] agent.conversation_loop: API call #9: model=default provider=custom in=53146 out=134 total=53280 latency=2.0s
2026-07-15 10:53:53,141 WARNING [20260715_104838_f1f7f5] tools.skills_tool: Skill name collision for 'research/research-critism': 2 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-critism/SKILL.md
2026-07-15 10:53:53,147 WARNING [20260715_104838_f1f7f5] agent.tool_executor: Tool skill_view returned error (0.09s): {"success": false, "error": "Ambiguous skill name 'research/research-critism': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized
2026-07-15 10:53:53,189 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7025 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:53:53,332 WARNING [20260715_104836_94b176] agent.tool_executor: Tool skill_manage returned error (0.20s): {"success": false, "error": "Skill 'research/research-pipeline' not found in active profile 'default'. Use skills_list() to see available skills."}
2026-07-15 10:53:53,363 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7026 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:53:55,524 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7019 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:53:55,525 INFO [20260715_104837_10c9a0] agent.conversation_loop: API call #19: model=default provider=custom in=52320 out=2680 total=55000 latency=15.2s cache=49570/52320 (95%)
2026-07-15 10:54:10,265 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7026 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:54:10,266 INFO [20260715_104836_94b176] agent.conversation_loop: API call #10: model=default provider=custom in=52083 out=16 total=52099 latency=16.9s
2026-07-15 10:54:10,337 INFO [20260715_104836_94b176] agent.tool_executor: tool skills_list completed (0.07s, 2174 chars)
2026-07-15 10:54:10,365 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7027 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:54:13,896 INFO [20260715_104837_10c9a0] agent.tool_executor: tool browser_navigate completed (18.30s, 6879 chars)
2026-07-15 10:54:13,957 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7028 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:54:16,768 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7025 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:54:16,770 INFO [20260715_104838_f1f7f5] agent.conversation_loop: API call #3: model=default provider=custom in=67037 out=3972 total=71009 latency=23.6s
2026-07-15 10:54:16,895 WARNING [20260715_104838_f1f7f5] agent.tool_executor: Tool skill_manage returned error (0.11s): {"success": false, "error": "Skill 'research/research-critism' not found in active profile 'default'. Use skills_list() to see available skills."}
2026-07-15 10:54:16,934 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7029 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:54:19,116 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7029 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:54:19,118 INFO [20260715_104838_f1f7f5] agent.conversation_loop: API call #4: model=default provider=custom in=71084 out=970 total=72054 latency=2.2s cache=61075/71084 (86%)
2026-07-15 10:54:19,146 WARNING [20260715_104838_f1f7f5] agent.tool_executor: Tool skill_manage returned error (0.02s): {"success": false, "error": "Refusing background curator patch for skill 'research-critism': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, o
2026-07-15 10:54:19,180 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7030 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:54:25,359 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7030 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:54:25,361 INFO [20260715_104838_f1f7f5] agent.conversation_loop: API call #5: model=default provider=custom in=72153 out=490 total=72643 latency=6.2s cache=12203/72153 (17%)
2026-07-15 10:54:25,372 WARNING [20260715_104838_f1f7f5] agent.tool_executor: Tool skill_view returned error (0.00s): {"success": false, "error": "Skill name must be a relative path within the skills directory.", "hint": "Use a skill name or relative path within the skills directory."}

[Tool loop warning: same_tool_
2026-07-15 10:54:25,435 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7031 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:54:25,462 INFO tools.vision_tools: Image analysis completed (3493 characters)
2026-07-15 10:54:25,770 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=194 msg="[The user sent an image~ Here's what I can see: This image is a screenshot of a ..."
2026-07-15 10:54:25,867 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7032 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:54:44,110 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (12 chars)
2026-07-15 10:54:44,132 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='vậy sửa chưa' reply_to_id=20 reply_to_text=''
2026-07-15 10:54:44,314 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 10:54:44,420 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=191 msg='[NN Vo] vậy sửa chưa'
2026-07-15 10:54:44,492 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7033 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:54:45,551 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7031 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:54:45,552 INFO [20260715_104838_f1f7f5] agent.conversation_loop: API call #6: model=default provider=custom in=72808 out=399 total=73207 latency=20.1s cache=65084/72808 (89%)
2026-07-15 10:54:45,596 INFO [20260715_104838_f1f7f5] agent.tool_executor: tool skill_manage completed (0.04s, 203 chars)
2026-07-15 10:54:45,631 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7034 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:54:47,150 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7033 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:54:47,151 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #45: model=default provider=custom in=114947 out=331 total=115278 latency=2.7s
2026-07-15 10:54:47,279 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool read_file completed (0.11s, 4676 chars)
2026-07-15 10:54:47,347 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7039 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:54:59,719 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7032 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:54:59,720 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #71: model=default provider=custom in=127449 out=504 total=127953 latency=33.9s
2026-07-15 10:54:59,741 INFO [20260712_081412_654c5f58] agent.tool_executor: tool process completed (0.00s, 17 chars)
2026-07-15 10:54:59,809 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7040 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:55:03,936 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7034 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:55:03,937 INFO [20260715_104838_f1f7f5] agent.conversation_loop: API call #7: model=default provider=custom in=68975 out=126 total=69101 latency=18.3s
2026-07-15 10:55:03,943 INFO [20260715_104838_f1f7f5] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=7/16 budget=7/16 tool_turns=29 last_msg_role=assistant response_len=523 session=20260715_104838_f1f7f5
2026-07-15 10:55:03,949 INFO [20260715_104838_f1f7f5] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:55:11,355 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7039 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:55:11,356 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #46: model=default provider=custom in=111473 out=597 total=112070 latency=24.0s cache=101376/111473 (91%)
2026-07-15 10:55:11,434 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=76 last_msg_role=assistant response_len=1227 session=20260714_114920_9d9d2d3b
2026-07-15 10:55:11,491 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=27.4s api_calls=2 response=1227 chars
2026-07-15 10:55:11,612 INFO gateway.platforms.base: [Telegram] Sending response (1227 chars) to -1003707758328
2026-07-15 10:55:18,288 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7028 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:55:18,290 INFO [20260715_104837_10c9a0] agent.conversation_loop: API call #20: model=default provider=custom in=53951 out=1206 total=55157 latency=64.4s cache=44811/53951 (83%)
2026-07-15 10:55:18,452 INFO [20260715_104837_10c9a0] agent.tool_executor: tool search_files completed (0.13s, 18 chars)
2026-07-15 10:55:18,482 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7043 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:55:27,327 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7040 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:55:27,329 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #72: model=default provider=custom in=120691 out=1681 total=122372 latency=27.5s cache=101888/120691 (84%)
2026-07-15 10:55:27,548 INFO [20260712_081412_654c5f58] agent.tool_executor: tool patch completed (0.19s, 1221 chars)
2026-07-15 10:55:27,614 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7052 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:55:28,509 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7027 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:55:28,511 INFO [20260715_104836_94b176] agent.conversation_loop: API call #11: model=default provider=custom in=52674 out=71 total=52745 latency=78.2s
2026-07-15 10:55:28,540 WARNING [20260715_104836_94b176] agent.tool_executor: Tool skill_manage returned error (0.03s): {"success": false, "error": "Refusing background curator patch for skill 'research-pipeline': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, 
2026-07-15 10:55:28,598 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7053 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:55:45,113 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7053 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:55:45,114 INFO [20260715_104836_94b176] agent.conversation_loop: API call #12: model=default provider=custom in=49170 out=509 total=49679 latency=16.5s cache=45056/49170 (92%)
2026-07-15 10:55:45,123 INFO [20260715_104836_94b176] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=12/16 budget=12/16 tool_turns=25 last_msg_role=assistant response_len=1038 session=20260715_104836_94b176
2026-07-15 10:55:45,127 INFO [20260715_104836_94b176] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:55:45,599 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7052 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:55:45,600 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #73: model=default provider=custom in=121317 out=421 total=121738 latency=18.0s cache=118272/121317 (97%)
2026-07-15 10:55:45,619 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=3/60 tool_turns=63 last_msg_role=assistant response_len=1431 session=20260712_081412_654c5f58
2026-07-15 10:55:45,683 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=517.8s api_calls=3 response=1431 chars
2026-07-15 10:55:45,713 INFO gateway.platforms.base: [Telegram] Sending response (1431 chars) to -1003707758328
2026-07-15 10:55:47,703 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7043 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:55:47,705 INFO [20260715_104837_10c9a0] agent.conversation_loop: API call #21: model=default provider=custom in=50103 out=1374 total=51477 latency=29.2s cache=45056/50103 (90%)
2026-07-15 10:55:48,862 INFO [20260715_104837_10c9a0] agent.tool_executor: tool browser_click completed (1.14s, 36 chars)
2026-07-15 10:55:48,896 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7054 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:55:49,775 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (135 chars)
2026-07-15 10:55:49,786 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='đọc qua skill daily brief xem có rút kinh nghiệm gì trong việc thông báo sau mỗi' reply_to_id=18 reply_to_text=''
2026-07-15 10:55:49,918 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 10:55:49,989 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=257 msg='[NN Vo] đọc qua skill daily brief xem có rút kinh nghiệm gì trong việc thông báo...'
2026-07-15 10:55:50,063 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7055 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:55:54,677 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7054 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:55:54,678 INFO [20260715_104837_10c9a0] agent.conversation_loop: API call #22: model=default provider=custom in=50221 out=25 total=50246 latency=5.8s cache=47616/50221 (95%)
2026-07-15 10:55:55,989 INFO [20260715_104837_10c9a0] agent.tool_executor: tool browser_snapshot completed (1.26s, 6784 chars)
2026-07-15 10:55:56,031 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7056 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:56:00,682 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7055 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:56:00,690 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #8: model=default provider=custom in=91443 out=64 total=91507 latency=10.6s cache=88064/91443 (96%)
2026-07-15 10:56:00,855 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.13s, 3047 chars)
2026-07-15 10:56:00,919 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7057 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:56:14,478 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7057 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:56:14,481 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #9: model=default provider=custom in=92411 out=728 total=93139 latency=13.6s cache=89088/92411 (96%)
2026-07-15 10:56:15,350 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7056 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:56:15,355 INFO [20260715_104837_10c9a0] agent.conversation_loop: API call #23: model=default provider=custom in=52446 out=859 total=53305 latency=19.3s cache=48128/52446 (92%)
2026-07-15 10:56:15,547 INFO agent.tool_executor: tool search_files completed (0.16s, 5336 chars)
2026-07-15 10:56:15,553 INFO agent.tool_executor: tool search_files completed (0.17s, 6632 chars)
2026-07-15 10:56:15,629 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7063 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:56:16,376 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (1.84s, 136 chars)
2026-07-15 10:56:16,469 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7064 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:56:27,448 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7064 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:56:27,450 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #10: model=default provider=custom in=93202 out=249 total=93451 latency=11.0s cache=90624/93202 (97%)
2026-07-15 10:56:27,534 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=3/60 tool_turns=92 last_msg_role=assistant response_len=786 session=20260710_094439_1cb443b1
2026-07-15 10:56:27,550 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=37.8s api_calls=3 response=786 chars
2026-07-15 10:56:27,611 INFO gateway.platforms.base: [Telegram] Sending response (786 chars) to -1003707758328
2026-07-15 10:56:41,895 INFO gateway.run: kanban dispatcher [nv-office]: spawned=2 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-15 10:57:36,588 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7063 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:57:36,590 INFO [20260715_104837_10c9a0] agent.conversation_loop: API call #24: model=default provider=custom in=56099 out=5231 total=61330 latency=81.0s cache=50176/56099 (89%)
2026-07-15 10:57:37,825 WARNING [20260715_104837_10c9a0] agent.tool_executor: Tool patch returned error (1.20s): {"success": false, "error": "Patch validation failed (no files were modified):\n  • /opt/ai-os/products/ceo/content/research/tourism_benchmarking/projects/china/topic.md: hunk (no hint) not found — ol
2026-07-15 10:57:37,875 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7068 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:57:54,110 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7068 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:57:54,112 INFO [20260715_104837_10c9a0] agent.conversation_loop: API call #25: model=default provider=custom in=65178 out=42 total=65220 latency=16.3s cache=48902/65178 (75%)
2026-07-15 10:57:54,248 INFO [20260715_104837_10c9a0] agent.tool_executor: tool read_file completed (0.11s, 26981 chars)
2026-07-15 10:57:54,306 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7073 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:57:58,781 INFO tools.browser_tool: Cleaning up inactive session for task: sa-0-8ab95768 (inactive for 124s)
2026-07-15 10:58:37,651 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7073 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:58:37,652 INFO [20260715_104837_10c9a0] agent.conversation_loop: API call #26: model=default provider=custom in=73916 out=5231 total=79147 latency=43.4s
2026-07-15 10:58:38,032 INFO [20260715_104837_10c9a0] agent.tool_executor: tool patch completed (0.33s, 19046 chars)
2026-07-15 10:58:38,094 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7086 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:58:58,784 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7086 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:58:58,784 INFO [20260715_104837_10c9a0] agent.conversation_loop: API call #27: model=default provider=custom in=80128 out=445 total=80573 latency=20.7s cache=53760/80128 (67%)
2026-07-15 10:58:58,924 INFO [20260715_104837_10c9a0] agent.tool_executor: tool read_file completed (0.12s, 3406 chars)
2026-07-15 10:59:00,088 INFO [20260715_104837_10c9a0] agent.tool_executor: tool read_file completed (0.16s, 4558 chars)
2026-07-15 10:59:01,215 INFO [20260715_104837_10c9a0] agent.tool_executor: tool terminal completed (0.09s, 18980 chars)
2026-07-15 10:59:01,461 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7096 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:59:11,886 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7096 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:59:11,887 INFO [20260715_104837_10c9a0] agent.conversation_loop: API call #28: model=default provider=custom in=88237 out=382 total=88619 latency=10.5s cache=77824/88237 (88%)
2026-07-15 10:59:11,949 INFO [20260715_104837_10c9a0] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=28/50 budget=28/50 tool_turns=26 last_msg_role=assistant response_len=1386 session=20260715_104837_10c9a0
2026-07-15 10:59:12,025 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=async-delegate_0:135524455012032 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:59:12,091 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:59:12,202 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 10:59:12,234 INFO [20260715_104837_10c9a0] agent.turn_context: conversation turn: session=20260715_104837_10c9a0 model=default provider=custom platform=subagent history=62 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-15 10:59:12,276 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7097 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:59:12,514 INFO gateway.run: Watch pattern notification — injecting for telegram chat=-1003707758328 thread=12
2026-07-15 10:59:12,526 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='[ASYNC DELEGATION BATCH COMPLETE — deleg_4d80bfdb] A background fan-out of 1 sub' reply_to_id=None reply_to_text=''
2026-07-15 10:59:12,660 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 10:59:12,756 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=203 msg='[NN Vo] [ASYNC DELEGATION BATCH COMPLETE — deleg_4d80bfdb] A background fan-out ...'
2026-07-15 10:59:12,789 INFO [20260712_081412_654c5f58] agent.conversation_loop: Repaired 3 message-alternation violations before request (session=20260712_081412_654c5f58)
2026-07-15 10:59:12,932 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7098 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:59:16,474 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7098 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:59:16,475 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #74: model=default provider=custom in=122400 out=55 total=122455 latency=3.6s cache=119296/122400 (97%)
2026-07-15 10:59:16,650 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.15s, 27468 chars)
2026-07-15 10:59:16,763 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7103 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:59:16,975 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7097 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:59:16,977 INFO [20260715_104837_10c9a0] agent.conversation_loop: API call #1: model=default provider=custom in=89557 out=120 total=89677 latency=4.7s
2026-07-15 10:59:17,110 INFO [20260715_104837_10c9a0] agent.tool_executor: tool skill_view completed (0.13s, 11769 chars)
2026-07-15 10:59:17,181 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7104 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:59:23,756 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7104 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:59:23,756 INFO [20260715_104837_10c9a0] agent.conversation_loop: API call #2: model=default provider=custom in=92619 out=239 total=92858 latency=6.6s cache=87040/92619 (94%)
2026-07-15 10:59:23,827 INFO [20260715_104837_10c9a0] agent.tool_executor: tool skills_list completed (0.06s, 2174 chars)
2026-07-15 10:59:23,866 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7105 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:59:27,533 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7103 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:59:27,537 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #75: model=default provider=custom in=131026 out=317 total=131343 latency=10.8s cache=120320/131026 (92%)
2026-07-15 10:59:27,575 INFO [20260712_081412_654c5f58] agent.tool_executor: tool todo completed (0.00s, 847 chars)
2026-07-15 10:59:27,584 INFO [20260712_081412_654c5f58] agent.conversation_compression: context compression started: session=20260712_081412_654c5f58 messages=205 tokens=~131,026 model=default focus=None
2026-07-15 10:59:27,710 INFO [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-15 10:59:30,930 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7105 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:59:30,932 INFO [20260715_104837_10c9a0] agent.conversation_loop: API call #3: model=default provider=custom in=93202 out=26 total=93228 latency=7.1s cache=90112/93202 (97%)
2026-07-15 10:59:30,994 WARNING [20260715_104837_10c9a0] tools.skills_tool: Skill name collision for 'research-critism': 3 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-critism/SKILL.md
2026-07-15 10:59:30,994 WARNING [20260715_104837_10c9a0] agent.tool_executor: Tool skill_view returned error (0.06s): {"success": false, "error": "Ambiguous skill name 'research-critism': 3 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", 
2026-07-15 10:59:31,041 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7106 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:59:37,868 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7106 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:59:37,869 INFO [20260715_104837_10c9a0] agent.conversation_loop: API call #4: model=default provider=custom in=93392 out=47 total=93439 latency=6.9s cache=91136/93392 (98%)
2026-07-15 10:59:37,926 WARNING [20260715_104837_10c9a0] tools.skills_tool: Skill name collision for 'research/research-critism': 2 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-critism/SKILL.md
2026-07-15 10:59:37,927 WARNING [20260715_104837_10c9a0] agent.tool_executor: Tool skill_view returned error (0.05s): {"success": false, "error": "Ambiguous skill name 'research/research-critism': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized
2026-07-15 10:59:37,963 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7107 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:59:41,127 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7107 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:59:41,129 INFO [20260715_104837_10c9a0] agent.conversation_loop: API call #5: model=default provider=custom in=93568 out=88 total=93656 latency=3.2s cache=91136/93568 (97%)
2026-07-15 10:59:41,133 WARNING [20260715_104837_10c9a0] agent.tool_executor: Tool skill_view returned error (0.00s): {"success": false, "error": "Skill name must be a relative path within the skills directory.", "hint": "Use a skill name or relative path within the skills directory."}

[Tool loop warning: same_tool_
2026-07-15 10:59:41,174 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7108 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:59:44,953 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7108 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:59:44,953 INFO [20260715_104837_10c9a0] agent.conversation_loop: API call #6: model=default provider=custom in=93770 out=50 total=93820 latency=3.8s
2026-07-15 10:59:45,067 WARNING [20260715_104837_10c9a0] tools.skills_tool: Skill name collision for 'research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-15 10:59:45,068 WARNING [20260715_104837_10c9a0] agent.tool_executor: Tool skill_view returned error (0.08s): {"success": false, "error": "Ambiguous skill name 'research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.",
2026-07-15 10:59:45,107 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7109 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:59:58,869 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7109 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 10:59:58,870 INFO [20260715_104837_10c9a0] agent.conversation_loop: API call #7: model=default provider=custom in=94042 out=429 total=94471 latency=13.8s
2026-07-15 10:59:58,903 WARNING [20260715_104837_10c9a0] agent.tool_executor: Tool skill_manage returned error (0.03s): {"success": false, "error": "Refusing background curator patch for skill 'research-critism': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, o
2026-07-15 10:59:58,955 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7110 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:00:09,365 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7110 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:00:09,367 INFO [20260715_104837_10c9a0] agent.conversation_loop: API call #8: model=default provider=custom in=94274 out=205 total=94479 latency=10.4s cache=91648/94274 (97%)
2026-07-15 11:00:09,375 INFO [20260715_104837_10c9a0] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=8/16 budget=8/16 tool_turns=33 last_msg_role=assistant response_len=945 session=20260715_104837_10c9a0
2026-07-15 11:00:09,382 INFO [20260715_104837_10c9a0] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:00:44,847 INFO [20260712_081412_654c5f58] agent.conversation_compression: context compression done: session=20260712_081412_654c5f58 messages=205->69 rough_tokens=~68,734 awaiting_real_usage=true
2026-07-15 11:00:44,904 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7111 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:00:52,814 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7111 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:00:52,815 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #76: model=default provider=custom in=74953 out=1000 total=75953 latency=7.9s
2026-07-15 11:00:52,834 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=3/60 tool_turns=19 last_msg_role=assistant response_len=2832 session=20260712_081412_654c5f58
2026-07-15 11:00:52,886 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=100.4s api_calls=3 response=2832 chars
2026-07-15 11:00:52,904 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:00:52,930 INFO gateway.platforms.base: [Telegram] Sending response (2832 chars) to -1003707758328
2026-07-15 11:00:52,997 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 11:00:53,021 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=70 msg='Review the conversation above and consider saving to memory if appropriate.  Foc...'
2026-07-15 11:00:53,054 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7112 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:01:03,058 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7112 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:01:03,063 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=75486 out=1310 total=76796 latency=10.0s
2026-07-15 11:01:03,077 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool memory returned error (0.01s): {"success": false, "error": "Operation 1 (replace): no entry matched 'User expects transparent status reports for background/Kanban tasks: state what actually ran, blockers, and next input needed.'. N
2026-07-15 11:01:03,132 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7113 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:01:06,093 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7113 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:01:06,094 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=76462 out=129 total=76591 latency=3.0s
2026-07-15 11:01:06,097 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.00s, 106 chars)
2026-07-15 11:01:06,128 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7114 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:01:15,748 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7114 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:01:15,749 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #3: model=default provider=custom in=76552 out=1657 total=78209 latency=9.6s
2026-07-15 11:01:15,757 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool memory returned error (0.01s): {"success": false, "error": "Operation 2 (replace): no entry matched 'Nhi (CEO): Vietnamese, direct. Strict approval gates: never auto-complete tasks (must block+reassign ceo). Deliverables need Tails
2026-07-15 11:01:16,770 INFO [20260712_081412_654c5f58] agent.tool_executor: tool memory completed (0.01s, 209 chars)
2026-07-15 11:01:16,801 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7115 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:01:34,286 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7115 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:01:34,288 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #4: model=default provider=custom in=77305 out=131 total=77436 latency=17.5s
2026-07-15 11:01:34,302 INFO [20260712_081412_654c5f58] agent.tool_executor: tool memory completed (0.01s, 212 chars)
2026-07-15 11:01:34,341 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7116 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:02:37,566 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7116 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:02:37,568 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #5: model=default provider=custom in=77517 out=51 total=77568 latency=63.2s cache=73275/77517 (95%)
2026-07-15 11:02:37,575 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=5/16 budget=5/16 tool_turns=23 last_msg_role=assistant response_len=186 session=20260712_081412_654c5f58
2026-07-15 11:02:37,581 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:03:22,262 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (142 chars)
2026-07-15 11:03:22,281 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='highlight cho tôi thực sự đã sửa những gì ở 6 file trên. trong 6 file trên, file' reply_to_id=12 reply_to_text=''
2026-07-15 11:03:22,422 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 11:03:22,501 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=70 msg='[NN Vo] highlight cho tôi thực sự đã sửa những gì ở 6 file trên. trong 6 file tr...'
2026-07-15 11:03:22,568 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7117 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:03:24,331 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7117 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:03:24,332 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #77: model=default provider=custom in=75607 out=203 total=75810 latency=1.8s
2026-07-15 11:03:24,422 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.07s, 8450 chars)
2026-07-15 11:03:24,473 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7122 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:03:28,800 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7122 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:03:28,801 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #78: model=default provider=custom in=78278 out=1199 total=79477 latency=4.3s cache=73305/78278 (94%)
2026-07-15 11:03:28,835 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=20 last_msg_role=assistant response_len=3731 session=20260712_081412_654c5f58
2026-07-15 11:03:28,884 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=6.6s api_calls=2 response=3731 chars
2026-07-15 11:03:28,935 INFO gateway.platforms.base: [Telegram] Sending response (3731 chars) to -1003707758328
2026-07-15 11:04:51,458 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (106 chars)
2026-07-15 11:04:51,470 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='gắn rule vào agents đi. còn cron thực chất là làm gì? liên quan gì tới việc thôn' reply_to_id=18 reply_to_text=''
2026-07-15 11:04:51,626 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 11:04:51,693 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=263 msg='[NN Vo] gắn rule vào agents đi. còn cron thực chất là làm gì? liên quan gì tới v...'
2026-07-15 11:04:51,756 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7123 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:05:04,945 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7123 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:05:04,945 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #11: model=default provider=custom in=93488 out=269 total=93757 latency=13.2s cache=91136/93488 (97%)
2026-07-15 11:05:05,027 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool search_files completed (0.06s, 3164 chars)
2026-07-15 11:05:05,089 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7126 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:05:28,987 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7126 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:05:28,988 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #12: model=default provider=custom in=94520 out=1013 total=95533 latency=23.9s cache=91136/94520 (96%)
2026-07-15 11:05:29,310 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool patch completed (0.29s, 5336 chars)
2026-07-15 11:05:29,376 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7135 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:05:40,514 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7135 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:05:40,515 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #13: model=default provider=custom in=97087 out=536 total=97623 latency=11.2s cache=92160/97087 (95%)
2026-07-15 11:05:40,540 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool todo completed (0.00s, 316 chars)
2026-07-15 11:05:40,605 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7136 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:05:52,646 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7136 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:05:52,653 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #14: model=default provider=custom in=97723 out=264 total=97987 latency=12.1s cache=95232/97723 (97%)
2026-07-15 11:05:52,697 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/60 budget=4/60 tool_turns=95 last_msg_role=assistant response_len=830 session=20260710_094439_1cb443b1
2026-07-15 11:05:52,745 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=61.3s api_calls=4 response=830 chars
2026-07-15 11:05:52,794 INFO gateway.platforms.base: [Telegram] Sending response (830 chars) to -1003707758328
2026-07-15 11:09:03,277 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (419 chars)
2026-07-15 11:09:03,290 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='làm lại file của thái lan trước.  Sau đó tôi muốn tạo thêm 1 task về việc update' reply_to_id=12 reply_to_text=''
2026-07-15 11:09:03,447 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 11:09:03,537 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=74 msg='[NN Vo] làm lại file của thái lan trước.  Sau đó tôi muốn tạo thêm 1 task về việ...'
2026-07-15 11:09:03,592 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7137 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:09:17,630 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7137 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:09:17,631 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #79: model=default provider=custom in=74525 out=242 total=74767 latency=14.1s
2026-07-15 11:09:17,850 WARNING tools.skills_tool: Skill name collision for 'research-critism': 3 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-critism/SKILL.md
2026-07-15 11:09:17,852 INFO agent.tool_executor: tool skill_view failed (0.19s): {"success": false, "error": "Ambiguous skill name 'research-critism': 3 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", 
2026-07-15 11:09:17,853 WARNING tools.skills_tool: Skill name collision for 'research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-15 11:09:17,853 INFO agent.tool_executor: tool skill_view failed (0.20s): {"success": false, "error": "Ambiguous skill name 'research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.",
2026-07-15 11:09:17,856 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.20s): {"success": false, "error": "Ambiguous skill name 'research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.",
2026-07-15 11:09:17,862 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.19s): {"success": false, "error": "Ambiguous skill name 'research-critism': 3 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", 
2026-07-15 11:09:17,898 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7138 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:09:27,605 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7138 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:09:27,606 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #80: model=default provider=custom in=74886 out=545 total=75431 latency=9.7s cache=72192/74886 (96%)
2026-07-15 11:09:27,684 WARNING [20260712_081412_654c5f58] tools.skills_tool: Skill name collision for 'research/research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-15 11:09:27,685 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.06s): {"success": false, "error": "Ambiguous skill name 'research/research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorize
2026-07-15 11:09:27,733 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7139 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:09:34,178 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7139 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:09:34,178 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #81: model=default provider=custom in=75162 out=260 total=75422 latency=6.5s cache=72704/75162 (97%)
2026-07-15 11:09:34,200 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.00s): {"success": false, "error": "Skill name must be a relative path within the skills directory.", "hint": "Use a skill name or relative path within the skills directory."}

[Tool loop warning: same_tool_
2026-07-15 11:09:34,241 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7140 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:09:45,938 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7140 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:09:45,938 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #82: model=default provider=custom in=75363 out=405 total=75768 latency=11.7s cache=72704/75363 (96%)
2026-07-15 11:09:46,068 INFO agent.tool_executor: tool read_file completed (0.11s, 6267 chars)
2026-07-15 11:09:46,090 INFO agent.tool_executor: tool read_file completed (0.13s, 8450 chars)
2026-07-15 11:09:46,096 INFO agent.tool_executor: tool read_file completed (0.13s, 11461 chars)
2026-07-15 11:09:46,175 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7153 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:10:14,045 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (207 chars)
2026-07-15 11:10:14,056 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='https://hermes-agent.nousresearch.com/docs/user-guide/features/cron https://herm' reply_to_id=18 reply_to_text=''
2026-07-15 11:10:14,257 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 11:10:14,342 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=271 msg='[NN Vo] https://hermes-agent.nousresearch.com/docs/user-guide/features/cron http...'
2026-07-15 11:10:14,409 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7154 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:10:15,971 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7153 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:10:15,972 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #83: model=default provider=custom in=83718 out=1292 total=85010 latency=29.8s cache=10240/83718 (12%)
2026-07-15 11:10:16,065 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_2:135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:10:16,192 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 11:10:16,255 INFO [20260712_081412_654c5f58] tools.async_delegation: Dispatched async delegation batch deleg_b5b1154f (1 task(s), session_key=agent:main:telegram:group:-1003707758328:12)
2026-07-15 11:10:16,256 INFO [20260712_081412_654c5f58] agent.tool_executor: tool delegate_task completed (0.26s, 378 chars)
2026-07-15 11:10:16,272 INFO [20260715_111016_74db5c] agent.turn_context: conversation turn: session=20260715_111016_74db5c model=default provider=custom platform=subagent history=0 msg='R&D Rewrite Thailand Topic from scratch to match other country reports'
2026-07-15 11:10:16,384 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7156 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:10:17,866 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.58s, 54 chars)
2026-07-15 11:10:17,910 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7158 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:10:21,920 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7154 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:10:21,920 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #15: model=default provider=custom in=98048 out=179 total=98227 latency=7.5s
2026-07-15 11:10:22,031 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.09s, 53667 chars)
2026-07-15 11:10:22,102 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7159 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:10:24,007 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7156 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:10:24,008 INFO [20260715_111016_74db5c] agent.conversation_loop: API call #1: model=default provider=custom in=13482 out=71 total=13553 latency=7.6s cache=6144/13482 (46%)
2026-07-15 11:10:24,102 WARNING [20260715_111016_74db5c] tools.skills_tool: Skill name collision for 'research-and-innovation': 2 candidates — /root/.hermes/skills/research/research-and-innovation/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-and-innovation/SKILL.md
2026-07-15 11:10:24,103 WARNING [20260715_111016_74db5c] agent.tool_executor: Tool skill_view returned error (0.06s): {"success": false, "error": "Ambiguous skill name 'research-and-innovation': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized p
2026-07-15 11:10:24,129 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7160 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:10:25,383 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7158 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:10:25,384 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #84: model=default provider=custom in=91621 out=754 total=92375 latency=7.5s
2026-07-15 11:10:26,196 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool terminal returned error (0.78s): {"output": "usage: hermes [-h] [--version] [-z PROMPT] [--usage-file PATH] [-m MODEL]\n              [--provider PROVIDER] [-t TOOLSETS] [--resume SESSION]\n              [--continue [SESSION_NAME]] [
2026-07-15 11:10:26,243 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7162 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:10:26,935 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7160 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:10:26,936 INFO [20260715_111016_74db5c] agent.conversation_loop: API call #2: model=default provider=custom in=15746 out=89 total=15835 latency=2.8s
2026-07-15 11:10:27,099 INFO [20260715_111016_74db5c] agent.tool_executor: tool search_files completed (0.15s, 461 chars)
2026-07-15 11:10:27,130 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7165 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:10:27,866 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7165 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:10:27,867 INFO [20260715_111016_74db5c] agent.conversation_loop: API call #3: model=default provider=custom in=16111 out=43 total=16154 latency=0.8s
2026-07-15 11:10:28,012 INFO [20260715_111016_74db5c] agent.tool_executor: tool read_file completed (0.13s, 8450 chars)
2026-07-15 11:10:28,049 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7170 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:10:28,515 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7159 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:10:28,516 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #16: model=default provider=custom in=119605 out=416 total=120021 latency=6.4s cache=12172/119605 (10%)
2026-07-15 11:10:28,551 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool cronjob completed (0.01s, 664 chars)
2026-07-15 11:10:28,628 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7171 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:10:29,107 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7162 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:10:29,110 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #85: model=default provider=custom in=92302 out=251 total=92553 latency=2.9s
2026-07-15 11:10:29,924 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.79s, 3810 chars)
2026-07-15 11:10:29,984 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7173 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:10:33,161 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7170 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:10:33,161 INFO [20260715_111016_74db5c] agent.conversation_loop: API call #4: model=default provider=custom in=18206 out=542 total=18748 latency=5.1s
2026-07-15 11:10:33,412 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7171 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:10:33,413 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #17: model=default provider=custom in=122943 out=215 total=123158 latency=4.8s
2026-07-15 11:10:33,435 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=3/60 tool_turns=97 last_msg_role=assistant response_len=665 session=20260710_094439_1cb443b1
2026-07-15 11:10:33,493 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=19.4s api_calls=3 response=665 chars
2026-07-15 11:10:33,500 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:10:33,561 INFO gateway.platforms.base: [Telegram] Sending response (665 chars) to -1003707758328
2026-07-15 11:10:33,622 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 11:10:33,648 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=277 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-15 11:10:33,727 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7175 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:10:33,812 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7173 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:10:33,824 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #86: model=default provider=custom in=91894 out=374 total=92268 latency=3.9s
2026-07-15 11:10:33,891 INFO [20260715_111016_74db5c] agent.tool_executor: tool terminal completed (0.71s, 57153 chars)
2026-07-15 11:10:33,985 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7176 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:10:34,751 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool terminal returned error (0.81s): {"output": "usage: hermes [-h] [--version] [-z PROMPT] [--usage-file PATH] [-m MODEL]\n              [--provider PROVIDER] [-t TOOLSETS] [--resume SESSION]\n              [--continue [SESSION_NAME]] [
2026-07-15 11:10:34,807 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7178 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:10:57,239 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7175 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:10:57,241 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1: model=default provider=custom in=121738 out=2585 total=124323 latency=23.6s
2026-07-15 11:10:57,287 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.04s): {"success": false, "error": "Refusing background curator patch for skill 'research-critism': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, o
2026-07-15 11:10:57,373 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7179 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:11:06,830 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7176 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:11:06,832 INFO [20260715_111016_74db5c] agent.conversation_loop: API call #5: model=default provider=custom in=38823 out=304 total=39127 latency=32.9s
2026-07-15 11:11:06,983 INFO agent.tool_executor: tool read_file completed (0.13s, 22600 chars)
2026-07-15 11:11:06,997 INFO agent.tool_executor: tool read_file completed (0.14s, 21818 chars)
2026-07-15 11:11:07,054 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7188 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:11:39,348 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7188 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:11:39,349 INFO [20260715_111016_74db5c] agent.conversation_loop: API call #6: model=default provider=custom in=52823 out=240 total=53063 latency=32.3s
2026-07-15 11:11:39,453 INFO agent.tool_executor: tool read_file completed (0.08s, 13085 chars)
2026-07-15 11:11:39,459 INFO agent.tool_executor: tool read_file completed (0.09s, 11843 chars)
2026-07-15 11:11:39,512 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7197 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:11:46,277 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7179 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:11:46,277 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #2: model=default provider=custom in=122233 out=26 total=122259 latency=48.9s cache=117676/122233 (96%)
2026-07-15 11:11:46,359 WARNING [20260710_094439_1cb443b1] tools.skills_tool: Skill name collision for 'research-critism': 3 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-critism/SKILL.md
2026-07-15 11:11:46,360 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_view returned error (0.08s): {"success": false, "error": "Ambiguous skill name 'research-critism': 3 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", 
2026-07-15 11:11:46,430 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7198 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:11:55,654 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7178 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:11:55,657 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #87: model=default provider=custom in=91968 out=197 total=92165 latency=80.9s
2026-07-15 11:11:56,461 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.78s, 87 chars)
2026-07-15 11:11:56,512 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7200 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:12:06,476 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7198 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:12:06,476 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #3: model=default provider=custom in=122428 out=28 total=122456 latency=20.1s
2026-07-15 11:12:06,540 WARNING [20260710_094439_1cb443b1] tools.skills_tool: Skill name collision for 'research/research-critism': 2 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-critism/SKILL.md
2026-07-15 11:12:06,542 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_view returned error (0.06s): {"success": false, "error": "Ambiguous skill name 'research/research-critism': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized
2026-07-15 11:12:06,589 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7201 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:12:22,835 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (89 chars)
2026-07-15 11:12:22,850 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='1.  Automation Blueprint (/brief-git): Anh gọi lệnh này khi nào cần bản tóm tắt ' reply_to_id=18 reply_to_text=''
2026-07-15 11:12:23,032 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 11:12:23,120 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=277 msg='[NN Vo] 1.  Automation Blueprint (/brief-git): Anh gọi lệnh này khi nào cần bản ...'
2026-07-15 11:12:23,205 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7202 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:12:29,110 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7200 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:12:29,111 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #88: model=default provider=custom in=92207 out=74 total=92281 latency=32.6s cache=85509/92207 (93%)
2026-07-15 11:12:29,979 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.81s, 993 chars)
2026-07-15 11:12:30,031 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7204 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:12:31,216 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7197 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:12:31,217 INFO [20260715_111016_74db5c] agent.conversation_loop: API call #7: model=default provider=custom in=60821 out=2778 total=63599 latency=51.7s
2026-07-15 11:12:31,404 INFO [20260715_111016_74db5c] agent.tool_executor: tool write_file completed (0.16s, 336 chars)
2026-07-15 11:12:31,445 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7211 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:12:39,605 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7201 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:12:39,606 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #4: model=default provider=custom in=122605 out=45 total=122650 latency=33.0s cache=117667/122605 (96%)
2026-07-15 11:12:39,675 WARNING [20260710_094439_1cb443b1] tools.skills_tool: Skill name collision for 'research-critism': 3 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-critism/SKILL.md
2026-07-15 11:12:39,676 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_view returned error (0.07s): {"success": false, "error": "Ambiguous skill name 'research-critism': 3 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", 
2026-07-15 11:12:39,747 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7212 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:12:47,233 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7211 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:12:47,234 INFO [20260715_111016_74db5c] agent.conversation_loop: API call #8: model=default provider=custom in=62184 out=230 total=62414 latency=15.8s
2026-07-15 11:12:47,386 INFO [20260715_111016_74db5c] agent.tool_executor: tool read_file completed (0.13s, 10007 chars)
2026-07-15 11:12:47,428 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7217 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:12:50,413 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7202 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:12:50,415 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #18: model=default provider=custom in=112776 out=449 total=113225 latency=27.2s cache=95744/112776 (85%)
2026-07-15 11:12:51,284 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7204 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:12:51,287 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #89: model=default provider=custom in=87453 out=367 total=87820 latency=21.3s cache=73216/87453 (84%)
2026-07-15 11:12:52,105 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.79s, 5264 chars)
2026-07-15 11:12:52,170 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7220 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:12:53,431 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (2.99s, 45 chars)
2026-07-15 11:12:54,980 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7217 (_call):135523884570304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:12:54,986 INFO [20260715_111016_74db5c] agent.conversation_loop: API call #9: model=default provider=custom in=65421 out=334 total=65755 latency=7.6s cache=59904/65421 (92%)
2026-07-15 11:12:55,062 INFO [20260715_111016_74db5c] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=9/50 budget=9/50 tool_turns=8 last_msg_role=assistant response_len=798 session=20260715_111016_74db5c
2026-07-15 11:12:55,097 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=async-delegate_2:135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:12:55,175 INFO gateway.run: Watch pattern notification — injecting for telegram chat=-1003707758328 thread=12
2026-07-15 11:12:56,771 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7220 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:12:56,772 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #90: model=default provider=custom in=88668 out=107 total=88775 latency=4.6s cache=84992/88668 (96%)
2026-07-15 11:12:57,590 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.78s, 528 chars)
2026-07-15 11:12:57,657 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7224 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:13:01,889 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool search_files completed (7.45s, 6213 chars)
2026-07-15 11:13:03,166 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool search_files completed (0.25s, 4813 chars)
2026-07-15 11:13:03,403 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7227 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:13:04,473 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7224 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:13:04,475 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #91: model=default provider=custom in=88856 out=362 total=89218 latency=6.8s cache=86528/88856 (97%)
2026-07-15 11:13:05,297 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.79s, 1116 chars)
2026-07-15 11:13:05,374 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7229 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:13:09,081 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7212 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:13:09,082 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #5: model=default provider=custom in=115015 out=923 total=115938 latency=29.4s
2026-07-15 11:13:09,123 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.03s, 185 chars)
2026-07-15 11:13:09,171 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7230 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:13:11,280 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7227 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:13:11,281 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #19: model=default provider=custom in=116313 out=175 total=116488 latency=7.9s cache=10240/116313 (9%)
2026-07-15 11:13:11,335 INFO [20260710_094439_1cb443b1] tools.browser_tool: Created local browser session h_4b6fc5735f for task 20260710_094439_1cb443b1
2026-07-15 11:13:16,977 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool browser_navigate completed (5.67s, 8747 chars)
2026-07-15 11:13:17,086 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7231 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:13:26,229 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7231 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:13:26,231 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #20: model=default provider=custom in=118659 out=188 total=118847 latency=9.2s cache=114176/118659 (96%)
2026-07-15 11:13:27,278 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7229 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:13:27,278 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #92: model=default provider=custom in=89372 out=1260 total=90632 latency=21.9s cache=86528/89372 (97%)
2026-07-15 11:13:28,094 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.79s, 92 chars)
2026-07-15 11:13:28,152 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7233 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:13:29,173 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool browser_navigate completed (2.92s, 8613 chars)
2026-07-15 11:13:30,068 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7230 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:13:30,070 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #6: model=default provider=custom in=115480 out=311 total=115791 latency=20.9s cache=112640/115480 (98%)
2026-07-15 11:13:30,076 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=6/16 budget=6/16 tool_turns=102 last_msg_role=assistant response_len=1102 session=20260710_094439_1cb443b1
2026-07-15 11:13:32,854 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:13:34,848 WARNING [20260710_094439_1cb443b1] tools.browser_tool: browser 'open' exception: [Errno 2] No such file or directory: '/tmp/agent-browser-h_4b6fc5735f/_stdout_open'
Traceback (most recent call last):
  File "/usr/local/lib/hermes-agent/tools/browser_tool.py", line 2477, in _run_browser_command
    with open(stdout_path, "r", encoding="utf-8") as f:
         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
FileNotFoundError: [Errno 2] No such file or directory: '/tmp/agent-browser-h_4b6fc5735f/_stdout_open'
2026-07-15 11:13:34,868 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool browser_navigate returned error (4.67s): {"success": false, "error": "[Errno 2] No such file or directory: '/tmp/agent-browser-h_4b6fc5735f/_stdout_open'"}
2026-07-15 11:13:34,944 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7234 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:13:43,474 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7233 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:13:43,475 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #93: model=default provider=custom in=90160 out=870 total=91030 latency=15.3s cache=87040/90160 (97%)
2026-07-15 11:13:43,500 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=15/60 budget=15/60 tool_turns=34 last_msg_role=assistant response_len=3022 session=20260712_081412_654c5f58
2026-07-15 11:13:43,519 INFO gateway.run: Queued follow-up for session agent:main:telegram:group:-1003707758328:12: final stream delivery not confirmed; sending first response before continuing.
2026-07-15 11:13:43,567 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:13:43,664 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 11:13:43,688 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=108 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-15 11:13:43,725 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7235 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:13:44,281 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=108 msg='[NN Vo] [ASYNC DELEGATION BATCH COMPLETE — deleg_b5b1154f] A background fan-out ...'
2026-07-15 11:13:44,347 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7236 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:13:44,674 INFO gateway.run: kanban dispatcher [research-hub]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=1 auto_blocked=0
2026-07-15 11:13:45,027 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7234 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:13:45,028 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #21: model=default provider=custom in=121399 out=439 total=121838 latency=10.1s cache=116736/121399 (96%)
2026-07-15 11:13:45,070 INFO [20260710_094439_1cb443b1] tools.browser_tool: Created local browser session h_134fa7f426 for task 20260710_094439_1cb443b1
2026-07-15 11:13:46,897 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool browser_console completed (1.85s, 53 chars)
2026-07-15 11:13:46,960 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7237 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:13:57,088 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7237 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:13:57,089 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #22: model=default provider=custom in=121607 out=202 total=121809 latency=10.2s cache=88576/121607 (73%)
2026-07-15 11:13:57,105 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7235 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:13:57,109 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=92128 out=719 total=92847 latency=13.4s cache=10240/92128 (11%)
2026-07-15 11:13:57,153 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.04s): {"success": false, "error": "Refusing background curator patch for skill 'research-pipeline': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, 
2026-07-15 11:13:57,511 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.39s, 1280 chars)
2026-07-15 11:13:57,578 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7239 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:13:58,181 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.03s): {"success": false, "error": "Refusing background curator patch for skill 'research-critism': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, o
2026-07-15 11:13:58,227 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7240 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:14:04,537 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7236 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:14:04,538 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #94: model=default provider=custom in=92103 out=1243 total=93346 latency=20.2s cache=88064/92103 (96%)
2026-07-15 11:14:04,562 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=34 last_msg_role=assistant response_len=2526 session=20260712_081412_654c5f58
2026-07-15 11:14:04,618 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=301.3s api_calls=1 response=2526 chars
2026-07-15 11:14:04,687 INFO gateway.platforms.base: [Telegram] Sending response (2526 chars) to -1003707758328
2026-07-15 11:14:14,886 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7239 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:14:14,887 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #23: model=default provider=custom in=132119 out=1640 total=133759 latency=17.3s
2026-07-15 11:14:14,934 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.02s, 494 chars)
2026-07-15 11:14:14,961 INFO [20260710_094439_1cb443b1] agent.auxiliary_client: Auxiliary auto-detect: using main provider custom (default)
2026-07-15 11:14:15,057 INFO [20260710_094439_1cb443b1] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1/ — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 11:14:15,060 INFO [20260710_094439_1cb443b1] agent.conversation_compression: context compression started: session=20260710_094439_1cb443b1 messages=293 tokens=~132,119 model=default focus=None
2026-07-15 11:14:15,124 INFO [20260710_094439_1cb443b1] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-15 11:14:44,784 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[636385]
2026-07-15 11:14:44,851 INFO gateway.run: kanban dispatcher [research-hub]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=1 auto_blocked=0
2026-07-15 11:14:50,960 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7240 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:14:50,962 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=98525 out=641 total=99166 latency=52.8s
2026-07-15 11:14:50,967 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool read_file returned error (0.00s): {"error": "Background review denied non-whitelisted tool: read_file. Only memory/skill tools are allowed."}
2026-07-15 11:14:50,969 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool read_file returned error (0.00s): {"error": "Background review denied non-whitelisted tool: read_file. Only memory/skill tools are allowed."}
2026-07-15 11:14:51,027 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7241 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:15:08,159 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7241 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:15:08,160 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #3: model=default provider=custom in=98341 out=63 total=98404 latency=17.2s
2026-07-15 11:15:08,573 WARNING tools.skills_tool: Skill name collision for 'research/research-critism': 2 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-critism/SKILL.md
2026-07-15 11:15:08,575 INFO agent.tool_executor: tool skill_view failed (0.41s): {"success": false, "error": "Ambiguous skill name 'research/research-critism': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized
2026-07-15 11:15:08,590 WARNING tools.skills_tool: Skill name collision for 'research/research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-15 11:15:08,590 INFO agent.tool_executor: tool skill_view failed (0.42s): {"success": false, "error": "Ambiguous skill name 'research/research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorize
2026-07-15 11:15:08,596 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.42s): {"success": false, "error": "Ambiguous skill name 'research/research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorize
2026-07-15 11:15:08,598 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.41s): {"success": false, "error": "Ambiguous skill name 'research/research-critism': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized
2026-07-15 11:15:08,684 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7242 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:15:09,324 INFO [20260710_094439_1cb443b1] agent.conversation_compression: context compression done: session=20260710_094439_1cb443b1 messages=293->101 rough_tokens=~72,163 awaiting_real_usage=true
2026-07-15 11:15:09,360 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7243 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:15:09,744 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7242 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:15:09,745 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #4: model=default provider=custom in=98697 out=16 total=98713 latency=1.1s cache=93613/98697 (95%)
2026-07-15 11:15:09,803 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skills_list completed (0.05s, 2174 chars)
2026-07-15 11:15:09,839 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7244 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:15:14,718 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7243 (_call):135523901355712 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:15:14,718 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #24: model=default provider=custom in=70113 out=141 total=70254 latency=5.4s
2026-07-15 11:15:16,179 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=7/60 budget=7/60 tool_turns=38 last_msg_role=assistant response_len=469 session=20260710_094439_1cb443b1
2026-07-15 11:15:16,193 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=173.3s api_calls=7 response=469 chars
2026-07-15 11:15:16,236 INFO gateway.platforms.base: [Telegram] Sending response (469 chars) to -1003707758328
2026-07-15 11:15:29,161 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7244 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:15:29,163 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #5: model=default provider=custom in=99288 out=51 total=99339 latency=19.3s cache=12201/99288 (12%)
2026-07-15 11:15:29,294 WARNING tools.skills_tool: Skill name collision for 'research-critism': 3 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-critism/SKILL.md
2026-07-15 11:15:29,294 INFO agent.tool_executor: tool skill_view failed (0.13s): {"success": false, "error": "Ambiguous skill name 'research-critism': 3 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", 
2026-07-15 11:15:29,308 WARNING tools.skills_tool: Skill name collision for 'research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-15 11:15:29,309 INFO agent.tool_executor: tool skill_view failed (0.14s): {"success": false, "error": "Ambiguous skill name 'research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.",
2026-07-15 11:15:29,311 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.14s): {"success": false, "error": "Ambiguous skill name 'research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.",
2026-07-15 11:15:29,311 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.13s): {"success": false, "error": "Ambiguous skill name 'research-critism': 3 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", 
2026-07-15 11:15:29,356 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7245 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:15:51,079 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7245 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:15:51,079 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #6: model=default provider=custom in=94630 out=632 total=95262 latency=21.7s cache=89600/94630 (95%)
2026-07-15 11:15:51,106 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.02s): {"success": false, "error": "Refusing background curator patch for skill 'research-pipeline': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, 
2026-07-15 11:15:51,142 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7246 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:16:10,487 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7246 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:16:10,489 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #7: model=default provider=custom in=95212 out=528 total=95740 latency=19.4s cache=92160/95212 (97%)
2026-07-15 11:16:10,494 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=7/16 budget=7/16 tool_turns=40 last_msg_role=assistant response_len=983 session=20260712_081412_654c5f58
2026-07-15 11:16:10,498 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:16:45,061 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[636731]
2026-07-15 11:16:45,138 INFO gateway.run: kanban dispatcher [research-hub]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=1 auto_blocked=0
2026-07-15 11:18:45,456 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[636890]
2026-07-15 11:18:45,540 INFO gateway.run: kanban dispatcher [research-hub]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=1 auto_blocked=0
2026-07-15 11:34:47,529 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[637022]
2026-07-15 11:34:47,604 INFO gateway.run: kanban dispatcher [research-hub]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=1 auto_blocked=0
2026-07-15 11:44:48,743 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[637317]
2026-07-15 11:46:03,676 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (54 chars)
2026-07-15 11:46:03,698 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='chạy tự động ngay sau khi lệnh git sync được thực hiện' reply_to_id=18 reply_to_text=''
2026-07-15 11:46:04,113 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 11:46:04,245 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=102 msg='[NN Vo] chạy tự động ngay sau khi lệnh git sync được thực hiện'
2026-07-15 11:46:04,394 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7247 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:46:47,469 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7247 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:46:47,469 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #25: model=default provider=custom in=65362 out=1130 total=66492 latency=43.1s
2026-07-15 11:46:48,097 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.59s, 360 chars)
2026-07-15 11:46:48,140 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7249 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:47:09,446 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7249 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:47:09,447 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #26: model=default provider=custom in=65648 out=171 total=65819 latency=21.3s cache=62976/65648 (96%)
2026-07-15 11:47:09,482 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool cronjob returned error (0.00s): {
  "success": true,
  "count": 4,
  "jobs": [
    {
      "job_id": "c9aa1946bd2a",
      "name": "notebooklm-auth-refresh",
      "skill": null,
      "skills": [],
      "prompt_preview": "",
     
2026-07-15 11:47:09,519 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7250 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:47:27,310 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7250 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:47:27,311 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #27: model=default provider=custom in=66688 out=917 total=67605 latency=17.8s cache=3584/66688 (5%)
2026-07-15 11:47:27,469 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool read_file completed (0.11s, 1754 chars)
2026-07-15 11:47:27,514 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7255 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:47:39,377 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7255 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:47:39,378 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #28: model=default provider=custom in=67460 out=306 total=67766 latency=11.9s cache=64512/67460 (96%)
2026-07-15 11:47:39,560 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool write_file completed (0.16s, 226 chars)
2026-07-15 11:47:39,598 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7263 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:47:43,965 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7263 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:47:43,966 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #29: model=default provider=custom in=67844 out=142 total=67986 latency=4.4s cache=65024/67844 (96%)
2026-07-15 11:47:44,144 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool patch completed (0.16s, 475 chars)
2026-07-15 11:47:44,186 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7271 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:47:48,155 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7271 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:47:48,156 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #30: model=default provider=custom in=68139 out=86 total=68225 latency=4.0s cache=65536/68139 (96%)
2026-07-15 11:47:51,986 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (3.79s, 187 chars)
2026-07-15 11:47:52,031 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7273 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:47:59,971 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7273 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:47:59,972 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #31: model=default provider=custom in=68295 out=329 total=68624 latency=8.0s cache=66048/68295 (97%)
2026-07-15 11:48:01,197 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (1.19s, 45 chars)
2026-07-15 11:48:01,281 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7275 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:48:16,324 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7275 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:48:16,325 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #32: model=default provider=custom in=68439 out=824 total=69263 latency=15.1s cache=66048/68439 (97%)
2026-07-15 11:48:16,360 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=8/60 budget=8/60 tool_turns=45 last_msg_role=assistant response_len=1042 session=20260710_094439_1cb443b1
2026-07-15 11:48:16,411 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=132.7s api_calls=8 response=1042 chars
2026-07-15 11:48:16,446 INFO gateway.platforms.base: [Telegram] Sending response (1042 chars) to -1003707758328
2026-07-15 11:48:37,554 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (609 chars)
2026-07-15 11:48:37,584 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='chúng ta đã từng có tàin liệu master_tourism, là brn tóm tắt của các tài liệu tr' reply_to_id=12 reply_to_text=''
2026-07-15 11:48:37,944 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 11:48:38,031 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=110 msg='[NN Vo] chúng ta đã từng có tàin liệu master_tourism, là brn tóm tắt của các tài...'
2026-07-15 11:48:38,085 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7276 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:48:50,308 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7276 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:48:50,309 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #95: model=default provider=custom in=93052 out=196 total=93248 latency=12.2s cache=12800/93052 (14%)
2026-07-15 11:48:50,600 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_view completed (0.26s, 53667 chars)
2026-07-15 11:48:50,688 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7277 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:49:04,329 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7277 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:49:04,331 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #96: model=default provider=custom in=106882 out=286 total=107168 latency=13.7s
2026-07-15 11:49:04,753 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.39s, 2481 chars)
2026-07-15 11:49:05,854 INFO [20260712_081412_654c5f58] agent.tool_executor: tool search_files completed (0.09s, 4814 chars)
2026-07-15 11:49:05,901 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7281 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:49:18,215 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7281 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:49:18,216 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #97: model=default provider=custom in=109159 out=414 total=109573 latency=12.3s
2026-07-15 11:49:19,233 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.99s, 7668 chars)
2026-07-15 11:49:19,299 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7283 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:49:29,838 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7283 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:49:29,841 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #98: model=default provider=custom in=111705 out=226 total=111931 latency=10.6s cache=104448/111705 (94%)
2026-07-15 11:49:30,675 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.80s, 14628 chars)
2026-07-15 11:49:30,726 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7285 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:49:42,110 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7285 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:49:42,111 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #99: model=default provider=custom in=124375 out=985 total=125360 latency=11.4s
2026-07-15 11:49:42,276 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.14s, 100557 chars)
2026-07-15 11:49:42,346 INFO [20260712_081412_654c5f58] agent.conversation_loop: Pre-API compression: ~138,157 request tokens >= 128,000 threshold (context=256,000, attempt=1/3)
2026-07-15 11:49:42,347 INFO [20260712_081412_654c5f58] agent.conversation_compression: context compression started: session=20260712_081412_654c5f58 messages=122 tokens=~138,157 model=default focus=None
2026-07-15 11:49:42,455 INFO [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-15 11:51:16,559 INFO [20260712_081412_654c5f58] agent.conversation_compression: context compression done: session=20260712_081412_654c5f58 messages=122->14 rough_tokens=~75,041 awaiting_real_usage=true
2026-07-15 11:51:16,622 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7290 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:51:18,511 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7290 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:51:18,512 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #100: model=default provider=custom in=80906 out=125 total=81031 latency=1.9s
2026-07-15 11:51:18,577 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=6/60 budget=6/60 tool_turns=5 last_msg_role=assistant response_len=457 session=20260712_081412_654c5f58
2026-07-15 11:51:18,633 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=161.0s api_calls=6 response=457 chars
2026-07-15 11:51:18,666 INFO gateway.platforms.base: [Telegram] Sending response (457 chars) to -1003707758328
2026-07-15 11:56:52,843 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (1012 chars)
2026-07-15 11:56:52,861 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='Comment tôi như sau: Bước A: Tạo Skill notebook-master-sync Skill này chứa "proc' reply_to_id=12 reply_to_text=''
2026-07-15 11:56:53,049 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 11:56:53,126 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=15 msg='[NN Vo] Comment tôi như sau: Bước A: Tạo Skill notebook-master-sync Skill này ch...'
2026-07-15 11:56:53,174 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7291 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:56:55,237 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7291 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:56:55,239 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #101: model=default provider=custom in=80195 out=72 total=80267 latency=2.1s
2026-07-15 11:56:55,511 INFO [20260712_081412_654c5f58] agent.tool_executor: tool search_files completed (0.25s, 18 chars)
2026-07-15 11:56:55,547 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7295 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:56:57,424 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7295 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:56:57,424 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #102: model=default provider=custom in=80472 out=346 total=80818 latency=1.9s cache=73519/80472 (91%)
2026-07-15 11:56:57,577 INFO [20260712_081412_654c5f58] agent.tool_executor: tool search_files completed (0.14s, 1017 chars)
2026-07-15 11:56:57,615 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7298 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:57:06,969 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7298 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 11:57:06,970 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #103: model=default provider=custom in=82520 out=1232 total=83752 latency=9.4s
2026-07-15 11:57:07,004 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=3/60 tool_turns=7 last_msg_role=assistant response_len=4357 session=20260712_081412_654c5f58
2026-07-15 11:57:07,063 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=14.2s api_calls=3 response=4357 chars
2026-07-15 11:57:07,113 INFO gateway.platforms.base: [Telegram] Sending response (4357 chars) to -1003707758328
2026-07-15 12:04:14,174 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (43 chars)
2026-07-15 12:04:14,193 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='ok tạo skill và truy cập thử notebooklm cli' reply_to_id=12 reply_to_text=''
2026-07-15 12:04:14,438 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 12:04:14,555 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=21 msg='[NN Vo] ok tạo skill và truy cập thử notebooklm cli'
2026-07-15 12:04:14,630 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7299 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:04:18,590 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7299 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:04:18,592 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #104: model=default provider=custom in=83772 out=225 total=83997 latency=4.0s
2026-07-15 12:04:18,676 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.03s, 131 chars)
2026-07-15 12:04:18,718 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7301 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:04:22,498 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7301 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:04:22,500 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #105: model=default provider=custom in=84044 out=290 total=84334 latency=3.8s
2026-07-15 12:04:22,638 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.11s, 7118 chars)
2026-07-15 12:04:22,715 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7306 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:04:59,284 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7306 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:04:59,285 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #106: model=default provider=custom in=85127 out=302 total=85429 latency=36.6s
2026-07-15 12:04:59,450 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.12s, 114 chars)
2026-07-15 12:04:59,503 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7308 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:05:02,474 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7308 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:05:02,479 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #107: model=default provider=custom in=87620 out=251 total=87871 latency=3.0s cache=81680/87620 (93%)
2026-07-15 12:05:05,192 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (2.67s, 5290 chars)
2026-07-15 12:05:05,240 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7310 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:07:13,840 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7310 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:07:13,842 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #108: model=default provider=custom in=88618 out=217 total=88835 latency=128.6s cache=81677/88618 (92%)
2026-07-15 12:07:19,467 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (5.59s, 1071 chars)
2026-07-15 12:07:19,522 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7312 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:07:36,598 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7312 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:07:36,600 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #109: model=default provider=custom in=89103 out=182 total=89285 latency=17.1s cache=81673/89103 (92%)
2026-07-15 12:07:39,216 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool terminal returned error (2.59s): {"output": "✗ Authentication Error\n  Authentication expired. Run 'nlm login' in your terminal to re-authenticate. \nMCP users: the server should auto-detect the new credentials; if not, call the \nre
2026-07-15 12:07:39,260 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7314 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:07:40,934 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7314 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:07:40,935 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #110: model=default provider=custom in=89366 out=185 total=89551 latency=1.7s cache=81668/89366 (91%)
2026-07-15 12:07:45,757 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (4.79s, 663 chars)
2026-07-15 12:07:45,807 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7316 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:08:22,109 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7316 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:08:22,110 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #111: model=default provider=custom in=89751 out=82 total=89833 latency=36.3s
2026-07-15 12:08:23,520 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (1.38s, 7662 chars)
2026-07-15 12:08:23,567 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7318 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:09:08,426 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7318 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:09:08,428 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #112: model=default provider=custom in=93864 out=1601 total=95465 latency=44.9s
2026-07-15 12:09:08,509 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_manage completed (0.04s, 499 chars)
2026-07-15 12:09:08,556 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7319 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:09:41,472 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7319 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:09:41,474 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #113: model=default provider=custom in=95609 out=428 total=96037 latency=32.9s cache=85753/95609 (90%)
2026-07-15 12:09:41,675 INFO [20260712_081412_654c5f58] agent.tool_executor: tool search_files completed (0.13s, 136 chars)
2026-07-15 12:09:41,720 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7322 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:10:18,787 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7322 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:10:18,787 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #114: model=default provider=custom in=96082 out=3208 total=99290 latency=37.1s cache=89832/96082 (93%)
2026-07-15 12:10:20,296 INFO [20260712_081412_654c5f58] agent.tool_executor: tool write_file completed (1.48s, 227 chars)
2026-07-15 12:10:20,347 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7330 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:10:56,741 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7330 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:10:56,743 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #115: model=default provider=custom in=92532 out=319 total=92851 latency=36.4s
2026-07-15 12:10:57,753 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.99s, 1518 chars)
2026-07-15 12:10:59,027 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.26s, 371 chars)
2026-07-15 12:10:59,079 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7333 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:11:16,349 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7333 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:11:16,350 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #116: model=default provider=custom in=93046 out=447 total=93493 latency=17.3s cache=90112/93046 (97%)
2026-07-15 12:11:17,376 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.99s, 1518 chars)
2026-07-15 12:11:19,195 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.78s, 1354 chars)
2026-07-15 12:11:19,243 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7336 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:11:38,355 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7336 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:11:38,357 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #117: model=default provider=custom in=93775 out=374 total=94149 latency=19.1s cache=90624/93775 (97%)
2026-07-15 12:11:39,384 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.99s, 1108 chars)
2026-07-15 12:11:41,173 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.78s, 1026 chars)
2026-07-15 12:11:41,221 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7339 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:12:09,669 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7339 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:12:09,669 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #118: model=default provider=custom in=94400 out=1455 total=95855 latency=28.5s cache=91648/94400 (97%)
2026-07-15 12:12:09,835 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.14s, 52 chars)
2026-07-15 12:12:09,887 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7341 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:12:26,430 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7341 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:12:26,432 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #119: model=default provider=custom in=95599 out=344 total=95943 latency=16.6s cache=92160/95599 (96%)
2026-07-15 12:12:26,545 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.09s, 58 chars)
2026-07-15 12:12:26,586 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7343 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:12:37,715 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7343 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:12:37,717 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #120: model=default provider=custom in=95973 out=137 total=96110 latency=11.1s cache=93184/95973 (97%)
2026-07-15 12:12:41,738 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (3.99s, 380 chars)
2026-07-15 12:12:41,776 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7345 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:13:15,442 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7345 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:13:15,443 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #121: model=default provider=custom in=96258 out=1302 total=97560 latency=33.7s cache=93696/96258 (97%)
2026-07-15 12:13:15,468 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=18/60 budget=18/60 tool_turns=24 last_msg_role=assistant response_len=2551 session=20260712_081412_654c5f58
2026-07-15 12:13:15,503 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=541.3s api_calls=18 response=2551 chars
2026-07-15 12:13:15,548 INFO gateway.platforms.base: [Telegram] Sending response (2551 chars) to -1003707758328
2026-07-15 12:20:59,392 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (126 chars)
2026-07-15 12:20:59,418 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='Tôi ko thể sync thủ công bằng cách chạy lệnh python qua telegram được, đó là lý ' reply_to_id=12 reply_to_text=''
2026-07-15 12:20:59,687 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 12:20:59,774 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=60 msg='[NN Vo] Tôi ko thể sync thủ công bằng cách chạy lệnh python qua telegram được, đ...'
2026-07-15 12:20:59,855 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7346 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:21:21,557 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7346 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:21:21,559 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #122: model=default provider=custom in=97082 out=730 total=97812 latency=21.7s cache=93696/97082 (97%)
2026-07-15 12:21:21,910 INFO agent.tool_executor: tool search_files completed (0.32s, 18 chars)
2026-07-15 12:21:22,055 INFO agent.tool_executor: tool search_files completed (0.47s, 2245 chars)
2026-07-15 12:21:22,120 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7351 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:21:36,900 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7351 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:21:36,902 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #123: model=default provider=custom in=97960 out=716 total=98676 latency=14.8s cache=94720/97960 (97%)
2026-07-15 12:21:37,918 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.99s, 55 chars)
2026-07-15 12:21:39,055 INFO [20260712_081412_654c5f58] agent.tool_executor: tool search_files completed (0.12s, 18 chars)
2026-07-15 12:21:39,116 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7356 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:21:50,841 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7356 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:21:50,842 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #124: model=default provider=custom in=98212 out=295 total=98507 latency=11.8s cache=95744/98212 (97%)
2026-07-15 12:21:51,459 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.59s, 477 chars)
2026-07-15 12:21:51,526 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7358 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:22:00,841 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7358 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:22:00,842 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #125: model=default provider=custom in=98616 out=519 total=99135 latency=9.3s cache=95744/98616 (97%)
2026-07-15 12:22:01,454 INFO [20260712_081412_654c5f58] agent.tool_executor: tool search_files completed (0.59s, 18 chars)
2026-07-15 12:22:01,511 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7361 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:22:09,531 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7361 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:22:09,533 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #126: model=default provider=custom in=98702 out=436 total=99138 latency=8.0s cache=96256/98702 (98%)
2026-07-15 12:22:10,551 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.99s, 471 chars)
2026-07-15 12:22:11,655 INFO [20260712_081412_654c5f58] agent.tool_executor: tool search_files completed (0.09s, 18 chars)
2026-07-15 12:22:11,726 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7365 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:22:20,572 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7365 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:22:20,573 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #127: model=default provider=custom in=99222 out=355 total=99577 latency=8.9s cache=96256/99222 (97%)
2026-07-15 12:22:36,910 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.40s, 10254 chars)
2026-07-15 12:22:36,957 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7367 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:22:44,707 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7367 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:22:44,708 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #128: model=default provider=custom in=102390 out=363 total=102753 latency=7.8s cache=96768/102390 (95%)
2026-07-15 12:22:45,310 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.59s, 5990 chars)
2026-07-15 12:22:45,355 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7369 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:22:55,313 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7369 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:22:55,314 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #129: model=default provider=custom in=104247 out=199 total=104446 latency=10.0s cache=99840/104247 (96%)
2026-07-15 12:22:55,919 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.59s, 3723 chars)
2026-07-15 12:22:55,968 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7371 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:23:06,883 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7371 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:23:06,883 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #130: model=default provider=custom in=105520 out=212 total=105732 latency=10.9s
2026-07-15 12:23:07,489 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.59s, 5329 chars)
2026-07-15 12:23:07,540 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7373 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:23:25,896 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7373 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:23:25,897 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #131: model=default provider=custom in=107153 out=734 total=107887 latency=18.4s
2026-07-15 12:23:25,986 INFO agent.tool_executor: tool search_files failed (0.07s): {"total_count": 0, "error": "Path not found: /root/.hermes/hermes-agent"}
2026-07-15 12:23:25,994 INFO agent.tool_executor: tool search_files failed (0.08s): {"total_count": 0, "error": "Path not found: /root/.hermes/hermes-agent"}
2026-07-15 12:23:25,996 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool search_files returned error (0.08s): {"total_count": 0, "error": "Path not found: /root/.hermes/hermes-agent"}
2026-07-15 12:23:26,006 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool search_files returned error (0.07s): {"total_count": 0, "error": "Path not found: /root/.hermes/hermes-agent"}
2026-07-15 12:23:26,056 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7380 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:23:40,903 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7380 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:23:40,905 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #132: model=default provider=custom in=107423 out=367 total=107790 latency=14.9s cache=103424/107423 (96%)
2026-07-15 12:23:41,008 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.08s, 306 chars)
2026-07-15 12:23:43,209 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (1.19s, 5670 chars)
2026-07-15 12:23:43,263 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7383 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:23:46,706 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7383 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:23:46,707 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #133: model=default provider=custom in=119912 out=476 total=120388 latency=3.5s
2026-07-15 12:23:46,751 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.03s): {"success": false, "error": "Patch would break SKILL.md structure: YAML frontmatter parse error: while parsing a block mapping\n  in \"<unicode string>\", line 2, column 1:\n    name: notebook-master-
2026-07-15 12:23:46,800 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7384 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:23:49,855 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7384 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:23:49,857 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #134: model=default provider=custom in=120504 out=778 total=121282 latency=3.1s cache=113848/120504 (94%)
2026-07-15 12:23:49,918 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_manage completed (0.04s, 427 chars)
2026-07-15 12:23:49,972 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7385 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:23:57,517 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7385 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 12:23:57,519 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #135: model=default provider=custom in=121359 out=512 total=121871 latency=7.6s
2026-07-15 12:23:57,547 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=14/60 budget=14/60 tool_turns=37 last_msg_role=assistant response_len=1760 session=20260712_081412_654c5f58
2026-07-15 12:23:57,587 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=178.2s api_calls=14 response=1760 chars
2026-07-15 12:23:57,627 INFO gateway.platforms.base: [Telegram] Sending response (1760 chars) to -1003707758328
2026-07-15 12:48:08,550 INFO gateway.run: Image cache cleanup: removed 3 stale file(s)
2026-07-15 13:06:29,036 INFO gateway.platforms.base: [Telegram] Sending response (90 chars) to -1003707758328
2026-07-15 13:06:39,671 INFO gateway.platforms.base: [Telegram] Sending response (2018 chars) to -1003707758328
2026-07-15 13:07:52,277 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg="Set up the 'Topic news digest' automation for me (automation blueprint 'news-dig" reply_to_id=12 reply_to_text=''
2026-07-15 13:07:52,494 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 13:07:52,574 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=93 msg="[NN Vo] Set up the 'Topic news digest' automation for me (automation blueprint '..."
2026-07-15 13:07:52,656 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7386 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 13:09:00,643 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7386 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 13:09:00,644 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #136: model=default provider=custom in=118910 out=447 total=119357 latency=68.0s
2026-07-15 13:09:00,681 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=37 last_msg_role=assistant response_len=279 session=20260712_081412_654c5f58
2026-07-15 13:09:00,730 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=68.5s api_calls=1 response=279 chars
2026-07-15 13:09:00,771 INFO gateway.platforms.base: [Telegram] Sending response (279 chars) to -1003707758328
2026-07-15 13:09:45,744 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg="Set up the 'Topic news digest' automation for me (automation blueprint 'news-dig" reply_to_id=20 reply_to_text=''
2026-07-15 13:09:46,225 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 13:09:46,297 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=195 msg="[NN Vo] Set up the 'Topic news digest' automation for me (automation blueprint '..."
2026-07-15 13:09:46,321 INFO [20260714_114920_9d9d2d3b] agent.turn_context: Preflight compression: ~129,152 tokens >= 128,000 threshold (model default, ctx 256,000)
2026-07-15 13:09:46,344 INFO [20260714_114920_9d9d2d3b] agent.auxiliary_client: Auxiliary auto-detect: using main provider custom (default)
2026-07-15 13:09:46,428 INFO [20260714_114920_9d9d2d3b] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1/ — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 13:09:46,430 INFO [20260714_114920_9d9d2d3b] agent.conversation_compression: context compression started: session=20260714_114920_9d9d2d3b messages=196 tokens=~129,152 model=default focus=None
2026-07-15 13:09:46,476 INFO [20260714_114920_9d9d2d3b] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-15 13:09:51,379 INFO [20260714_114920_9d9d2d3b] agent.conversation_compression: context compression done: session=20260714_114920_9d9d2d3b messages=196->92 rough_tokens=~72,374 awaiting_real_usage=true
2026-07-15 13:09:51,429 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7387 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 13:09:55,092 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7387 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 13:09:55,093 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #47: model=default provider=custom in=62840 out=184 total=63024 latency=3.7s
2026-07-15 13:09:55,114 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=32 last_msg_role=assistant response_len=153 session=20260714_114920_9d9d2d3b
2026-07-15 13:09:55,137 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=9.4s api_calls=1 response=153 chars
2026-07-15 13:09:55,185 INFO gateway.platforms.base: [Telegram] Sending response (153 chars) to -1003707758328
2026-07-15 13:10:43,050 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (137 chars)
2026-07-15 13:10:43,063 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='Fulbright University, FUV, FSPPM, các crisis, tin tức nếu có về trường Fulbright' reply_to_id=20 reply_to_text=''
2026-07-15 13:10:43,182 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 13:10:43,255 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=93 msg='[NN Vo] Fulbright University, FUV, FSPPM, các crisis, tin tức nếu có về trường F...'
2026-07-15 13:10:43,295 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7388 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 13:10:45,506 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7388 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 13:10:45,507 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #48: model=default provider=custom in=62930 out=93 total=63023 latency=2.2s
2026-07-15 13:10:45,532 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=32 last_msg_role=assistant response_len=279 session=20260714_114920_9d9d2d3b
2026-07-15 13:10:45,588 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 13:10:45,592 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=2.5s api_calls=1 response=279 chars
2026-07-15 13:10:45,631 INFO gateway.platforms.base: [Telegram] Sending response (279 chars) to -1003707758328
2026-07-15 13:10:45,683 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 13:10:45,705 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=95 msg='Review the conversation above and consider saving to memory if appropriate.  Foc...'
2026-07-15 13:10:45,737 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7389 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 13:10:56,379 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (5 chars)
2026-07-15 13:10:56,393 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='19:00' reply_to_id=20 reply_to_text=''
2026-07-15 13:10:56,542 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 13:10:56,619 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=95 msg='[NN Vo] 19:00'
2026-07-15 13:10:56,675 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7390 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 13:11:08,908 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7389 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 13:11:08,910 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #1: model=default provider=custom in=62223 out=1891 total=64114 latency=23.2s
2026-07-15 13:11:08,923 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool memory completed (0.01s, 204 chars)
2026-07-15 13:11:08,952 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7391 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 13:11:14,631 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7390 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 13:11:14,633 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #49: model=default provider=custom in=62323 out=229 total=62552 latency=18.0s
2026-07-15 13:11:14,659 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=32 last_msg_role=assistant response_len=244 session=20260714_114920_9d9d2d3b
2026-07-15 13:11:14,682 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=18.3s api_calls=1 response=244 chars
2026-07-15 13:11:14,714 INFO gateway.platforms.base: [Telegram] Sending response (244 chars) to -1003707758328
2026-07-15 13:11:26,858 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7391 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 13:11:26,860 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #2: model=default provider=custom in=62438 out=105 total=62543 latency=17.9s
2026-07-15 13:11:26,874 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/16 budget=2/16 tool_turns=33 last_msg_role=assistant response_len=364 session=20260714_114920_9d9d2d3b
2026-07-15 13:11:26,883 INFO [20260714_114920_9d9d2d3b] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 13:11:36,891 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (25 chars)
2026-07-15 13:11:36,903 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='every 3 days, start today' reply_to_id=20 reply_to_text=''
2026-07-15 13:11:37,073 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 13:11:37,148 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=97 msg='[NN Vo] every 3 days, start today'
2026-07-15 13:11:37,212 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7392 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 13:13:46,697 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7392 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 13:13:46,700 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #50: model=default provider=custom in=62409 out=664 total=63073 latency=129.5s cache=56877/62409 (91%)
2026-07-15 13:13:46,775 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=32 last_msg_role=assistant response_len=241 session=20260714_114920_9d9d2d3b
2026-07-15 13:13:46,826 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=129.9s api_calls=1 response=241 chars
2026-07-15 13:13:46,864 INFO gateway.platforms.base: [Telegram] Sending response (241 chars) to -1003707758328
2026-07-15 13:14:08,472 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (28 chars)
2026-07-15 13:14:08,486 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='đầu dòng nghĩa là sao, ví dụ' reply_to_id=20 reply_to_text=''
2026-07-15 13:14:08,614 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 13:14:08,689 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=99 msg='[NN Vo] đầu dòng nghĩa là sao, ví dụ'
2026-07-15 13:14:08,754 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7393 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 13:14:26,575 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7393 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 13:14:26,575 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #51: model=default provider=custom in=62514 out=635 total=63149 latency=17.8s cache=56870/62514 (91%)
2026-07-15 13:14:26,606 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=32 last_msg_role=assistant response_len=634 session=20260714_114920_9d9d2d3b
2026-07-15 13:14:26,624 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=18.1s api_calls=1 response=634 chars
2026-07-15 13:14:26,667 INFO gateway.platforms.base: [Telegram] Sending response (634 chars) to -1003707758328
2026-07-15 13:15:03,555 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (1 chars)
2026-07-15 13:15:03,569 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='8' reply_to_id=20 reply_to_text=''
2026-07-15 13:15:03,885 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 13:15:03,995 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=101 msg='[NN Vo] 8'
2026-07-15 13:15:04,129 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7394 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 13:15:05,963 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7394 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 13:15:05,965 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #52: model=default provider=custom in=62734 out=281 total=63015 latency=1.9s cache=56864/62734 (91%)
2026-07-15 13:15:05,990 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=32 last_msg_role=assistant response_len=289 session=20260714_114920_9d9d2d3b
2026-07-15 13:15:06,052 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 13:15:06,057 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=2.5s api_calls=1 response=289 chars
2026-07-15 13:15:06,106 INFO gateway.platforms.base: [Telegram] Sending response (289 chars) to -1003707758328
2026-07-15 13:15:06,150 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 13:15:06,177 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=103 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-15 13:15:06,219 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7395 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 13:15:29,605 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (37 chars)
2026-07-15 13:15:29,624 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='Topic Brand Monitoring thread id 3688' reply_to_id=20 reply_to_text=''
2026-07-15 13:15:29,779 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 13:15:29,847 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=103 msg='[NN Vo] Topic Brand Monitoring thread id 3688'
2026-07-15 13:15:29,918 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7396 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 13:15:33,904 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7396 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 13:15:33,906 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #53: model=default provider=custom in=62841 out=174 total=63015 latency=4.0s
2026-07-15 13:15:34,047 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool cronjob completed (0.10s, 1083 chars)
2026-07-15 13:15:34,099 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7397 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 13:15:56,164 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7395 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 13:15:56,166 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #1: model=default provider=custom in=63967 out=2822 total=66789 latency=50.0s
2026-07-15 13:15:56,189 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool skill_manage returned error (0.02s): {"success": false, "error": "Refusing background curator patch for skill 'brand-monitoring': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, o
2026-07-15 13:15:56,223 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7398 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 13:16:07,231 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7397 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 13:16:07,233 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #54: model=default provider=custom in=63387 out=308 total=63695 latency=33.2s cache=56856/63387 (90%)
2026-07-15 13:16:07,258 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=33 last_msg_role=assistant response_len=972 session=20260714_114920_9d9d2d3b
2026-07-15 13:16:07,272 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=37.6s api_calls=2 response=972 chars
2026-07-15 13:16:07,330 INFO gateway.platforms.base: [Telegram] Sending response (972 chars) to -1003707758328
2026-07-15 13:16:29,385 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7398 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 13:16:29,387 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #2: model=default provider=custom in=64251 out=18 total=64269 latency=33.2s
2026-07-15 13:16:29,483 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool skill_view completed (0.09s, 10021 chars)
2026-07-15 13:16:29,517 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7399 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 13:17:41,512 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7399 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 13:17:41,513 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #3: model=default provider=custom in=61490 out=2772 total=64262 latency=72.0s
2026-07-15 13:17:41,631 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool skill_manage completed (0.11s, 530 chars)
2026-07-15 13:17:41,671 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7400 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 13:18:01,573 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7400 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 13:18:01,575 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #4: model=default provider=custom in=64394 out=161 total=64555 latency=19.9s cache=59392/64394 (92%)
2026-07-15 13:18:01,589 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/16 budget=4/16 tool_turns=35 last_msg_role=assistant response_len=714 session=20260714_114920_9d9d2d3b
2026-07-15 13:18:01,598 INFO [20260714_114920_9d9d2d3b] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 13:20:26,258 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (339 chars)
2026-07-15 13:20:26,278 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tôi đã thiết lập được blueprint automation, vì vậy hãy xoá toàn bộ những gì liên' reply_to_id=20 reply_to_text=''
2026-07-15 13:20:26,589 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 13:20:26,681 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=107 msg='[NN Vo] tôi đã thiết lập được blueprint automation, vì vậy hãy xoá toàn bộ những...'
2026-07-15 13:20:26,767 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7401 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 13:20:52,734 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7401 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 13:20:52,736 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #55: model=default provider=custom in=58670 out=333 total=59003 latency=26.0s
2026-07-15 13:20:53,122 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool skill_view completed (0.36s, 63405 chars)
2026-07-15 13:20:53,246 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7402 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 13:21:03,451 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7402 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 13:21:03,453 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #56: model=default provider=custom in=75100 out=463 total=75563 latency=10.2s cache=56320/75100 (75%)
2026-07-15 13:21:03,481 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool cronjob returned error (0.00s): {
  "success": true,
  "count": 5,
  "jobs": [
    {
      "job_id": "c9aa1946bd2a",
      "name": "notebooklm-auth-refresh",
      "skill": null,
      "skills": [],
      "prompt_preview": "",
     
2026-07-15 13:21:06,111 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (1.61s, 528 chars)
2026-07-15 13:21:06,156 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7404 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 13:21:49,619 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7404 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 13:21:49,621 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #57: model=default provider=custom in=76461 out=2001 total=78462 latency=43.5s cache=72704/76461 (95%)
2026-07-15 13:21:49,679 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool cronjob completed (0.01s, 192 chars)
2026-07-15 13:21:50,696 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool cronjob completed (0.01s, 190 chars)
2026-07-15 13:21:50,750 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7405 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 13:22:06,407 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7405 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 13:22:06,408 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #58: model=default provider=custom in=76802 out=197 total=76999 latency=15.7s cache=74240/76802 (97%)
2026-07-15 13:22:06,606 INFO agent.tool_executor: tool search_files completed (0.16s, 184 chars)
2026-07-15 13:22:06,661 INFO agent.tool_executor: tool search_files completed (0.22s, 215 chars)
2026-07-15 13:22:06,726 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7410 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 13:22:28,665 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7410 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 13:22:28,666 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #59: model=default provider=custom in=77145 out=787 total=77932 latency=22.0s cache=74752/77145 (97%)
2026-07-15 13:22:29,499 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.78s, 78 chars)
2026-07-15 13:22:30,574 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.06s, 45 chars)
2026-07-15 13:22:30,639 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7413 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 13:22:58,675 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7413 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 13:22:58,676 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #60: model=default provider=custom in=77474 out=250 total=77724 latency=28.1s
2026-07-15 13:22:58,713 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool cronjob returned error (0.00s): {
  "success": true,
  "count": 3,
  "jobs": [
    {
      "job_id": "c9aa1946bd2a",
      "name": "notebooklm-auth-refresh",
      "skill": null,
      "skills": [],
      "prompt_preview": "",
     
2026-07-15 13:22:59,845 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool search_files completed (0.11s, 259 chars)
2026-07-15 13:23:01,223 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool search_files completed (0.36s, 18 chars)
2026-07-15 13:23:01,313 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7419 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 13:23:12,719 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7419 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 13:23:12,720 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #61: model=default provider=custom in=78549 out=548 total=79097 latency=11.5s cache=74752/78549 (95%)
2026-07-15 13:23:12,755 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool cronjob completed (0.01s, 197 chars)
2026-07-15 13:23:12,797 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7420 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 13:23:27,262 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7420 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 13:23:27,265 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #62: model=default provider=custom in=78767 out=311 total=79078 latency=14.5s cache=76288/78767 (97%)
2026-07-15 13:23:27,310 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=8/60 budget=8/60 tool_turns=40 last_msg_role=assistant response_len=998 session=20260714_114920_9d9d2d3b
2026-07-15 13:23:27,335 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=181.1s api_calls=8 response=998 chars
2026-07-15 13:23:27,395 INFO gateway.platforms.base: [Telegram] Sending response (998 chars) to -1003707758328
2026-07-15 14:14:17,822 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (50 chars)
2026-07-15 14:14:17,839 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='kiểm tra xem vì sao /blueprint news-digest ko chạy' reply_to_id=20 reply_to_text=''
2026-07-15 14:14:18,059 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 14:14:18,148 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=129 msg='[NN Vo] kiểm tra xem vì sao /blueprint news-digest ko chạy'
2026-07-15 14:14:18,215 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7421 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:14:44,782 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7421 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:14:44,784 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #63: model=default provider=custom in=79101 out=331 total=79432 latency=26.6s
2026-07-15 14:14:46,870 INFO agent.tool_executor: tool search_files completed (2.06s, 9904 chars)
2026-07-15 14:14:48,619 INFO agent.tool_executor: tool search_files completed (3.81s, 18 chars)
2026-07-15 14:14:48,672 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7426 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:14:57,508 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7426 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:14:57,510 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #64: model=default provider=custom in=81794 out=245 total=82039 latency=8.9s cache=76800/81794 (94%)
2026-07-15 14:14:57,652 INFO agent.tool_executor: tool search_files completed (0.11s, 18 chars)
2026-07-15 14:14:57,724 INFO agent.tool_executor: tool skills_list completed (0.19s, 4983 chars)
2026-07-15 14:14:57,728 INFO agent.tool_executor: tool skills_list completed (0.19s, 2018 chars)
2026-07-15 14:14:57,791 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7430 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:15:03,519 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7430 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:15:03,520 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #65: model=default provider=custom in=83618 out=103 total=83721 latency=5.7s cache=79360/83618 (95%)
2026-07-15 14:15:03,649 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool skill_view completed (0.10s, 3880 chars)
2026-07-15 14:15:03,723 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7431 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:15:12,129 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7431 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:15:12,130 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #66: model=default provider=custom in=84475 out=331 total=84806 latency=8.4s cache=81408/84475 (96%)
2026-07-15 14:15:12,541 INFO agent.tool_executor: tool search_files completed (0.39s, 9882 chars)
2026-07-15 14:15:12,570 INFO agent.tool_executor: tool search_files completed (0.42s, 18 chars)
2026-07-15 14:15:19,531 INFO agent.tool_executor: tool search_files completed (7.38s, 16067 chars)
2026-07-15 14:15:19,605 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7438 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:15:40,271 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7438 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:15:40,272 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #67: model=default provider=custom in=92509 out=550 total=93059 latency=20.7s cache=81920/92509 (89%)
2026-07-15 14:15:41,071 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.78s, 45 chars)
2026-07-15 14:15:42,597 WARNING hermes_cli.plugins: Plugin operate/handoff-task: unknown kind 'command' (valid: backend, exclusive, model-provider, platform, standalone); treating as 'standalone'
2026-07-15 14:15:42,906 INFO hermes_cli.plugins: Plugin 'browser-browser-use' registered browser provider: browser-use
2026-07-15 14:15:42,909 INFO hermes_cli.plugins: Plugin 'browser-browserbase' registered browser provider: browserbase
2026-07-15 14:15:42,912 INFO hermes_cli.plugins: Plugin 'browser-firecrawl' registered browser provider: firecrawl
2026-07-15 14:15:43,138 INFO hermes_cli.plugins: Plugin 'fal' registered image_gen provider: fal
2026-07-15 14:15:43,140 INFO hermes_cli.plugins: Plugin 'krea' registered image_gen provider: krea
2026-07-15 14:15:43,142 INFO hermes_cli.plugins: Plugin 'openai' registered image_gen provider: openai
2026-07-15 14:15:43,144 INFO hermes_cli.plugins: Plugin 'openai-codex' registered image_gen provider: openai-codex
2026-07-15 14:15:43,145 INFO hermes_cli.plugins: Plugin 'openrouter' registered image_gen provider: openrouter
2026-07-15 14:15:43,145 INFO hermes_cli.plugins: Plugin 'openrouter' registered image_gen provider: nous
2026-07-15 14:15:43,148 INFO hermes_cli.plugins: Plugin 'xai' registered image_gen provider: xai
2026-07-15 14:15:43,171 INFO hermes_cli.plugins: Plugin 'fal' registered video_gen provider: fal
2026-07-15 14:15:43,176 INFO hermes_cli.plugins: Plugin 'xai' registered video_gen provider: xai
2026-07-15 14:15:43,181 INFO hermes_cli.plugins: Plugin 'web-brave-free' registered web provider: brave-free
2026-07-15 14:15:43,184 INFO hermes_cli.plugins: Plugin 'web-ddgs' registered web provider: ddgs
2026-07-15 14:15:43,188 INFO hermes_cli.plugins: Plugin 'web-exa' registered web provider: exa
2026-07-15 14:15:43,197 INFO hermes_cli.plugins: Plugin 'web-firecrawl' registered web provider: firecrawl
2026-07-15 14:15:43,201 INFO hermes_cli.plugins: Plugin 'web-parallel' registered web provider: parallel
2026-07-15 14:15:43,205 INFO hermes_cli.plugins: Plugin 'web-searxng' registered web provider: searxng
2026-07-15 14:15:43,209 INFO hermes_cli.plugins: Plugin 'web-tavily' registered web provider: tavily
2026-07-15 14:15:43,212 INFO hermes_cli.plugins: Plugin 'web-xai' registered web provider: xai
2026-07-15 14:15:43,504 WARNING hermes_cli.plugins: Plugin 'ai-os' tried to register command '/handoff' which conflicts with a built-in command. Skipping.
2026-07-15 14:15:43,504 INFO hermes_cli.plugins: Plugin discovery complete: 53 found, 45 enabled
2026-07-15 14:15:43,872 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (1.78s, 45 chars)
2026-07-15 14:15:45,083 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool search_files completed (0.20s, 1673 chars)
2026-07-15 14:15:45,127 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7443 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:15:55,126 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7443 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:15:55,130 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #68: model=default provider=custom in=93515 out=32 total=93547 latency=10.0s
2026-07-15 14:15:55,232 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool skill_view completed (0.08s, 53667 chars)
2026-07-15 14:15:55,288 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7444 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:16:13,761 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7444 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:16:13,763 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #69: model=default provider=custom in=107340 out=822 total=108162 latency=18.5s
2026-07-15 14:16:13,789 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=7/60 budget=7/60 tool_turns=46 last_msg_role=assistant response_len=2085 session=20260714_114920_9d9d2d3b
2026-07-15 14:16:13,826 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=116.0s api_calls=7 response=2085 chars
2026-07-15 14:16:13,863 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:16:13,879 INFO gateway.platforms.base: [Telegram] Sending response (2085 chars) to -1003707758328
2026-07-15 14:16:13,969 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 14:16:13,991 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=150 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-15 14:16:14,034 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7445 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:16:27,354 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=asyncio_1:124940768495296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:16:27,359 INFO tui_gateway.ws: ws closed peer=127.0.0.1:59376 reason=client_disconnect(code=1001,reason=) messages=1 parse_errors=0 dispatch_crashes=0 send_failures=0 reaped_sessions=1 detached_sessions=0
2026-07-15 14:16:28,628 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7445 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:16:28,631 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #1: model=default provider=custom in=109034 out=427 total=109461 latency=14.6s
2026-07-15 14:16:28,645 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool skill_manage returned error (0.01s): {"success": false, "error": "Refusing background curator patch for skill 'brand-monitoring-automation': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for 
2026-07-15 14:16:28,686 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7446 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:16:31,101 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7446 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:16:31,102 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #2: model=default provider=custom in=119959 out=63 total=120022 latency=2.4s
2026-07-15 14:16:31,184 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool skill_view completed (0.08s, 3880 chars)
2026-07-15 14:16:31,226 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7447 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:16:32,913 INFO tui_gateway.ws: ws accepted peer=127.0.0.1:57890
2026-07-15 14:16:35,533 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=Thread-40 (_build):124940217992896 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:16:35,664 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 14:16:36,019 INFO hermes_cli.web_server: pty accepted peer=127.0.0.1 mode=loopback cred=token
2026-07-15 14:16:37,128 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7447 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:16:37,131 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #3: model=default provider=custom in=118209 out=541 total=118750 latency=5.9s
2026-07-15 14:16:37,170 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool skill_manage completed (0.03s, 549 chars)
2026-07-15 14:16:37,228 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7448 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:16:40,912 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7448 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:16:40,914 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #4: model=default provider=custom in=118885 out=347 total=119232 latency=3.7s cache=113954/118885 (96%)
2026-07-15 14:16:40,929 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/16 budget=4/16 tool_turns=49 last_msg_role=assistant response_len=598 session=20260714_114920_9d9d2d3b
2026-07-15 14:16:40,934 INFO [20260714_114920_9d9d2d3b] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:19:06,138 WARNING hermes_cli.copilot_auth: Token from GITHUB_TOKEN is not supported: Classic Personal Access Tokens (ghp_*) are not supported by the Copilot API. Use one of:
  → `copilot login` or `hermes model` to authenticate via OAuth
  → A fine-grained PAT (github_pat_*) with Copilot Requests permission
  → `gh auth login` with the default device code flow (produces gho_* tokens)
2026-07-15 14:19:06,798 WARNING hermes_cli.auth: Copilot token validation failed: Token from `gh auth token` is a classic PAT (ghp_*). Classic Personal Access Tokens (ghp_*) are not supported by the Copilot API. Use one of:
  → `copilot login` or `hermes model` to authenticate via OAuth
  → A fine-grained PAT (github_pat_*) with Copilot Requests permission
  → `gh auth login` with the default device code flow (produces gho_* tokens)
2026-07-15 14:19:06,799 WARNING hermes_cli.copilot_auth: Token from GITHUB_TOKEN is not supported: Classic Personal Access Tokens (ghp_*) are not supported by the Copilot API. Use one of:
  → `copilot login` or `hermes model` to authenticate via OAuth
  → A fine-grained PAT (github_pat_*) with Copilot Requests permission
  → `gh auth login` with the default device code flow (produces gho_* tokens)
2026-07-15 14:23:33,995 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Cached user photo at /root/.hermes/cache/images/img_08f6e08c48ed.jpg
2026-07-15 14:23:34,797 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing photo batch agent:main:telegram:group:-1003707758328:20:photo-burst with 1 image(s)
2026-07-15 14:23:34,821 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='Tôi nhận ra dù tôi có nhắn tin trên telegram setup nhưng lại ko hề được setup th' reply_to_id=20 reply_to_text=''
2026-07-15 14:23:35,091 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 14:23:35,175 INFO gateway.run: Image routing: text (mode=text). Pre-analyzing 1 image(s) via vision_analyze.
2026-07-15 14:23:35,176 INFO tools.vision_tools: Analyzing image: /root/.hermes/cache/images/img_08f6e08c48ed.jpg
2026-07-15 14:23:35,176 INFO tools.vision_tools: User prompt: Describe everything visible in this image in thorough detail. Include any text, code, data, objects,
2026-07-15 14:23:35,185 INFO tools.vision_tools: Image ready (59.7 KB)
2026-07-15 14:23:35,186 INFO tools.vision_tools: Converting image to base64...
2026-07-15 14:23:35,189 INFO tools.vision_tools: Image converted to base64 (79.6 KB)
2026-07-15 14:23:35,190 INFO tools.vision_tools: Processing image with vision model...
2026-07-15 14:24:13,263 INFO tools.vision_tools: Image analysis completed (3035 characters)
2026-07-15 14:24:13,365 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=150 msg="[The user sent an image~ Here's what I can see: This image shows a user interfac..."
2026-07-15 14:24:13,487 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7449 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:24:15,578 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7449 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:24:15,580 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #70: model=default provider=custom in=116392 out=56 total=116448 latency=2.1s
2026-07-15 14:24:15,704 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool terminal completed (0.09s, 74 chars)
2026-07-15 14:24:15,751 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7451 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:24:25,666 INFO cron.scheduler: Running job 'Topic news digest' (ID: 476c036bd728)
2026-07-15 14:24:25,667 INFO cron.scheduler: Prompt: [IMPORTANT: You are running as a scheduled cron job. DELIVERY: Your final response will be automatic
2026-07-15 14:24:25,790 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=cron-parallel_0:135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:24:25,806 WARNING tools.registry: check_fn _browser_cdp_check returned False; dependent tools will be unavailable this turn
2026-07-15 14:24:25,818 WARNING tools.registry: check_fn _browser_dialog_check returned False; dependent tools will be unavailable this turn
2026-07-15 14:24:25,830 WARNING tools.registry: check_fn check_close_terminal_requirements returned False; dependent tools will be unavailable this turn
2026-07-15 14:24:25,831 WARNING tools.registry: check_fn check_computer_use_requirements returned False; dependent tools will be unavailable this turn
2026-07-15 14:24:25,877 WARNING tools.registry: check_fn check_image_generation_requirements returned False; dependent tools will be unavailable this turn
2026-07-15 14:24:25,880 WARNING tools.registry: check_fn _check_kanban_mode returned False; dependent tools will be unavailable this turn
2026-07-15 14:24:25,882 WARNING tools.registry: check_fn _check_kanban_orchestrator_mode returned False; dependent tools will be unavailable this turn
2026-07-15 14:24:25,883 WARNING tools.registry: check_fn check_read_terminal_requirements returned False; dependent tools will be unavailable this turn
2026-07-15 14:24:26,167 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 14:24:26,202 INFO [cron_476c036bd728_20260715_142425] agent.turn_context: conversation turn: session=cron_476c036bd728_20260715_142425 model=default provider=custom platform=cron history=0 msg='[IMPORTANT: You are running as a scheduled cron job. DELIVERY: Your final respon...'
2026-07-15 14:24:26,384 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7452 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:24:29,016 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7452 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:24:29,017 INFO [cron_476c036bd728_20260715_142425] agent.conversation_loop: API call #1: model=default provider=custom in=18002 out=258 total=18260 latency=2.7s
2026-07-15 14:24:29,054 INFO [cron_476c036bd728_20260715_142425] tools.web_tools: Web search via ddgs: 'Fulbright University Vietnam news, FUV, FSPPM, Fulbright crisis, Fulbright Vietnam undergraduate, graduate news' (limit: 8)
2026-07-15 14:24:29,640 INFO primp: response: https://en.wikipedia.org/w/api.php?action=opensearch&profile=fuzzy&limit=1&search=Fulbright%20University%20Vietnam%20news%2C%20FUV%2C%20FSPPM%2C%20Fulbright%20crisis%2C%20Fulbright%20Vietnam%20undergraduate%2C%20graduate%20news 403
2026-07-15 14:24:29,865 INFO primp: response: https://grokipedia.com/api/typeahead?query=Fulbright+University+Vietnam+news%2C+FUV%2C+FSPPM%2C+Fulbright+crisis%2C+Fulbright+Vietnam+undergraduate%2C+graduate+news&limit=1 200
2026-07-15 14:24:30,459 INFO primp: response: https://yandex.com/search/site/?text=Fulbright+University+Vietnam+news%2C+FUV%2C+FSPPM%2C+Fulbright+crisis%2C+Fulbright+Vietnam+undergraduate%2C+graduate+news&web=1&searchid=3698393 200
2026-07-15 14:24:30,477 INFO [cron_476c036bd728_20260715_142425] plugins.web.ddgs.provider: DDGS search 'Fulbright University Vietnam news, FUV, FSPPM, Fulbright crisis, Fulbright Vietnam undergraduate, graduate news': 8 results (limit 8)
2026-07-15 14:24:30,479 INFO [cron_476c036bd728_20260715_142425] agent.tool_executor: tool web_search completed (1.43s, 3807 chars)
2026-07-15 14:24:30,560 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7453 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:24:38,153 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7451 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:24:38,154 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #71: model=default provider=custom in=119504 out=561 total=120065 latency=22.4s
2026-07-15 14:24:38,174 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=47 last_msg_role=assistant response_len=1736 session=20260714_114920_9d9d2d3b
2026-07-15 14:24:38,187 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=63.4s api_calls=2 response=1736 chars
2026-07-15 14:24:38,229 INFO gateway.platforms.base: [Telegram] Sending response (1736 chars) to -1003707758328
2026-07-15 14:24:38,260 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7453 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:24:38,261 INFO [cron_476c036bd728_20260715_142425] agent.conversation_loop: API call #2: model=default provider=custom in=19177 out=1585 total=20762 latency=7.7s
2026-07-15 14:24:38,287 INFO [cron_476c036bd728_20260715_142425] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=1 last_msg_role=assistant response_len=1232 session=cron_476c036bd728_20260715_142425
2026-07-15 14:24:38,294 INFO cron.scheduler: Job 'Topic news digest' completed successfully
2026-07-15 14:24:39,148 INFO cron.scheduler: Job '476c036bd728': delivered to telegram:-1003707758328 via live adapter
2026-07-15 14:24:39,149 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=cron-parallel_0:135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:28:41,462 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (125 chars)
2026-07-15 14:28:41,484 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='sửa cấu hình schedule topic news digest này lại, tôi muốn report trong thread 36' reply_to_id=20 reply_to_text=''
2026-07-15 14:28:41,662 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 14:28:41,736 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=154 msg='[NN Vo] sửa cấu hình schedule topic news digest này lại, tôi muốn report trong t...'
2026-07-15 14:28:41,796 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7454 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:29:19,393 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7454 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:29:19,398 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #72: model=default provider=custom in=117534 out=97 total=117631 latency=37.6s
2026-07-15 14:29:19,432 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool cronjob returned error (0.00s): {
  "success": true,
  "count": 3,
  "jobs": [
    {
      "job_id": "c9aa1946bd2a",
      "name": "notebooklm-auth-refresh",
      "skill": null,
      "skills": [],
      "prompt_preview": "",
     
2026-07-15 14:29:19,495 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7455 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:29:21,327 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7455 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:29:21,329 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #73: model=default provider=custom in=118324 out=154 total=118478 latency=1.9s cache=113951/118324 (96%)
2026-07-15 14:29:21,368 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool cronjob completed (0.01s, 720 chars)
2026-07-15 14:29:21,420 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7456 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:31:34,187 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7456 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:31:34,188 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #74: model=default provider=custom in=118740 out=112 total=118852 latency=132.8s cache=113948/118740 (96%)
2026-07-15 14:31:34,213 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=3/60 tool_turns=49 last_msg_role=assistant response_len=321 session=20260714_114920_9d9d2d3b
2026-07-15 14:31:34,236 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=172.8s api_calls=3 response=321 chars
2026-07-15 14:31:34,284 INFO gateway.platforms.base: [Telegram] Sending response (321 chars) to -1003707758328
2026-07-15 14:33:25,807 INFO cron.scheduler: Running job 'Fulbright Brand Monitoring' (ID: 476c036bd728)
2026-07-15 14:33:25,807 INFO cron.scheduler: Prompt: [IMPORTANT: You are running as a scheduled cron job. DELIVERY: Your final response will be automatic
2026-07-15 14:33:25,911 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=cron-parallel_0:135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:33:26,002 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 14:33:26,039 INFO [cron_476c036bd728_20260715_143325] agent.turn_context: conversation turn: session=cron_476c036bd728_20260715_143325 model=default provider=custom platform=cron history=0 msg='[IMPORTANT: You are running as a scheduled cron job. DELIVERY: Your final respon...'
2026-07-15 14:33:26,100 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7457 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:33:43,187 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7457 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:33:43,187 INFO [cron_476c036bd728_20260715_143325] agent.conversation_loop: API call #1: model=default provider=custom in=18194 out=210 total=18404 latency=17.1s
2026-07-15 14:33:48,329 INFO [cron_476c036bd728_20260715_143325] agent.tool_executor: tool session_search completed (5.08s, 34027 chars)
2026-07-15 14:33:48,368 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7458 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:33:49,638 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7458 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:33:49,640 INFO [cron_476c036bd728_20260715_143325] agent.conversation_loop: API call #2: model=default provider=custom in=29172 out=117 total=29289 latency=1.3s cache=12211/29172 (42%)
2026-07-15 14:33:50,763 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Cached user photo at /root/.hermes/cache/images/img_7147b7b34fdf.jpg
2026-07-15 14:33:51,285 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Cached user photo at /root/.hermes/cache/images/img_95a363ba2c84.jpg
2026-07-15 14:33:51,324 INFO [cron_476c036bd728_20260715_143325] agent.tool_executor: tool search_files completed (1.66s, 2785 chars)
2026-07-15 14:33:51,361 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7461 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:33:51,606 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Cached user photo at /root/.hermes/cache/images/img_bc9cddd8d1df.jpg
2026-07-15 14:33:52,422 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='kiểm tra cấu hình của schedule job này, tại sao lỗi này, ngoài ra tôi thấy việc ' reply_to_id=18 reply_to_text=''
2026-07-15 14:33:52,553 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 14:33:52,630 INFO gateway.run: Image routing: text (mode=text). Pre-analyzing 3 image(s) via vision_analyze.
2026-07-15 14:33:52,631 INFO tools.vision_tools: Analyzing image: /root/.hermes/cache/images/img_7147b7b34fdf.jpg
2026-07-15 14:33:52,631 INFO tools.vision_tools: User prompt: Describe everything visible in this image in thorough detail. Include any text, code, data, objects,
2026-07-15 14:33:52,639 INFO tools.vision_tools: Image ready (23.3 KB)
2026-07-15 14:33:52,646 INFO tools.vision_tools: Converting image to base64...
2026-07-15 14:33:52,648 INFO tools.vision_tools: Image converted to base64 (31.1 KB)
2026-07-15 14:33:52,648 INFO tools.vision_tools: Processing image with vision model...
2026-07-15 14:34:09,557 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7461 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:34:09,559 INFO [cron_476c036bd728_20260715_143325] agent.conversation_loop: API call #3: model=default provider=custom in=30836 out=31 total=30867 latency=18.2s
2026-07-15 14:34:09,617 INFO [cron_476c036bd728_20260715_143325] agent.tool_executor: tool terminal completed (0.04s, 498 chars)
2026-07-15 14:34:09,650 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7463 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:34:36,837 INFO tools.vision_tools: Image analysis completed (2633 characters)
2026-07-15 14:34:36,841 INFO tools.vision_tools: Analyzing image: /root/.hermes/cache/images/img_95a363ba2c84.jpg
2026-07-15 14:34:36,841 INFO tools.vision_tools: User prompt: Describe everything visible in this image in thorough detail. Include any text, code, data, objects,
2026-07-15 14:34:36,848 INFO tools.vision_tools: Image ready (70.4 KB)
2026-07-15 14:34:36,849 INFO tools.vision_tools: Converting image to base64...
2026-07-15 14:34:36,850 INFO tools.vision_tools: Image converted to base64 (93.9 KB)
2026-07-15 14:34:36,850 INFO tools.vision_tools: Processing image with vision model...
2026-07-15 14:34:42,643 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7463 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:34:42,645 INFO [cron_476c036bd728_20260715_143325] agent.conversation_loop: API call #4: model=default provider=custom in=31083 out=25 total=31108 latency=33.0s cache=24423/31083 (79%)
2026-07-15 14:34:42,816 INFO [cron_476c036bd728_20260715_143325] agent.tool_executor: tool search_files completed (0.14s, 251 chars)
2026-07-15 14:34:42,847 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7466 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:34:50,718 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (123 chars)
2026-07-15 14:34:50,735 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='bạn có nhầm cấu hình ko, cấu hình hernmes yêu cầu "telegram:-100123:17585" Speci' reply_to_id=20 reply_to_text=''
2026-07-15 14:34:50,869 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 14:34:50,952 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=160 msg='[NN Vo] bạn có nhầm cấu hình ko, cấu hình hernmes yêu cầu "telegram:-100123:1758...'
2026-07-15 14:34:51,021 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7467 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:35:01,397 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7466 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:35:01,402 INFO [cron_476c036bd728_20260715_143325] agent.conversation_loop: API call #5: model=default provider=custom in=28236 out=43 total=28279 latency=18.6s
2026-07-15 14:35:02,351 INFO [cron_476c036bd728_20260715_143325] agent.tool_executor: tool read_file completed (0.67s, 4459 chars)
2026-07-15 14:35:02,678 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7472 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:35:09,669 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7472 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:35:09,670 INFO [cron_476c036bd728_20260715_143325] agent.conversation_loop: API call #6: model=default provider=custom in=30232 out=278 total=30510 latency=7.0s cache=26112/30232 (86%)
2026-07-15 14:35:09,729 INFO tools.web_tools: Web search via ddgs: 'Fulbright University Vietnam FUV FSPPM crisis OR scandal OR controversy OR admissions OR scholarship July 2026 site:vnexpress.net OR site:tuoitre.vn OR site:thanhnien.vn OR site:dantri.com.vn OR site:nguoiduatin.vn' (limit: 10)
2026-07-15 14:35:09,740 INFO tools.web_tools: Web search via ddgs: '"Fulbright University Vietnam" July 2026 news scholarship master policy public management site:*.vn' (limit: 10)
2026-07-15 14:35:09,747 INFO tools.web_tools: Web search via ddgs: 'FSPPM Fulbright July 2026 policy public management master news Vietnam' (limit: 10)
2026-07-15 14:35:09,834 INFO primp: response: https://en.wikipedia.org/w/api.php?action=opensearch&profile=fuzzy&limit=1&search=Fulbright%20University%20Vietnam%20FUV%20FSPPM%20crisis%20OR%20scandal%20OR%20controversy%20OR%20admissions%20OR%20scholarship%20July%202026%20site%3Avnexpress.net%20OR%20site%3Atuoitre.vn%20OR%20site%3Athanhnien.vn%20OR%20site%3Adantri.com.vn%20OR%20site%3Anguoiduatin.vn 403
2026-07-15 14:35:09,838 INFO primp: response: https://en.wikipedia.org/w/api.php?action=opensearch&profile=fuzzy&limit=1&search=FSPPM%20Fulbright%20July%202026%20policy%20public%20management%20master%20news%20Vietnam 403
2026-07-15 14:35:09,845 INFO primp: response: https://en.wikipedia.org/w/api.php?action=opensearch&profile=fuzzy&limit=1&search=%22Fulbright%20University%20Vietnam%22%20July%202026%20news%20scholarship%20master%20policy%20public%20management%20site%3A%2A.vn 403
2026-07-15 14:35:10,035 INFO primp: response: https://grokipedia.com/api/typeahead?query=FSPPM+Fulbright+July+2026+policy+public+management+master+news+Vietnam&limit=1 200
2026-07-15 14:35:10,154 INFO primp: response: https://grokipedia.com/api/typeahead?query=Fulbright+University+Vietnam+FUV+FSPPM+crisis+OR+scandal+OR+controversy+OR+admissions+OR+scholarship+July+2026+site%3Avnexpress.net+OR+site%3Atuoitre.vn+OR+site%3Athanhnien.vn+OR+site%3Adantri.com.vn+OR+site%3Anguoiduatin.vn&limit=1 200
2026-07-15 14:35:10,167 INFO primp: response: https://www.mojeek.com/search?q=FSPPM+Fulbright+July+2026+policy+public+management+master+news+Vietnam 200
2026-07-15 14:35:10,173 INFO primp: response: https://grokipedia.com/api/typeahead?query=%22Fulbright+University+Vietnam%22+July+2026+news+scholarship+master+policy+public+management+site%3A*.vn&limit=1 200
2026-07-15 14:35:10,372 INFO primp: response: https://search.yahoo.com/search;_ylt=p0I95InOKeGAyxyu5FQza70T;_ylu=Q39isCWxApZpneFqKE7tm8E4xo0VD3rJESl3Y_-ZbTmFzQA?p=FSPPM+Fulbright+July+2026+policy+public+management+master+news+Vietnam 200
2026-07-15 14:35:10,545 INFO primp: response: https://yandex.com/search/site/?text=Fulbright+University+Vietnam+FUV+FSPPM+crisis+OR+scandal+OR+controversy+OR+admissions+OR+scholarship+July+2026+site%3Avnexpress.net+OR+site%3Atuoitre.vn+OR+site%3Athanhnien.vn+OR+site%3Adantri.com.vn+OR+site%3Anguoiduatin.vn&web=1&searchid=9811772 200
2026-07-15 14:35:10,630 INFO primp: response: https://www.google.com/search?q=Fulbright+University+Vietnam+FUV+FSPPM+crisis+OR+scandal+OR+controversy+OR+admissions+OR+scholarship+July+2026+site%3Avnexpress.net+OR+site%3Atuoitre.vn+OR+site%3Athanhnien.vn+OR+site%3Adantri.com.vn+OR+site%3Anguoiduatin.vn&filter=1&start=0&hl=en-US&lr=lang_en&cr=countryUS 200
2026-07-15 14:35:10,760 INFO primp: response: https://www.startpage.com/sp/captcha/?bc=FR&bi=Contabo+GmbH&be=4f5ffb82487e3348c57813aa95795728&bds_t=1784118910T8462782f85878c846769c11d5af950c577c36456e4283f83f6d3cd3f1af447b6&bds_s=5cbad807bad8418bb42d3c0aba9fa26e&bds_cq=&language=english&lui=english&t=device&cat=web&sc=pb8SDxdwDLmSOlGHXxwa3drrWw9nmn2c7JWiSLfbDEP49latF1ECSQyYfUUiiEnV1fdq0kEYuBcw80pSXz&cmd=gen_page 200
2026-07-15 14:35:10,769 INFO primp: response: https://www.mojeek.com/search?q=Fulbright+University+Vietnam+FUV+FSPPM+crisis+OR+scandal+OR+controversy+OR+admissions+OR+scholarship+July+2026+site%3Avnexpress.net+OR+site%3Atuoitre.vn+OR+site%3Athanhnien.vn+OR+site%3Adantri.com.vn+OR+site%3Anguoiduatin.vn 403
2026-07-15 14:35:10,771 INFO ddgs.ddgs: Error in engine duckduckgo: AttributeError("module 'httpcore._sync' has no attribute 'http2'")
2026-07-15 14:35:11,091 INFO primp: response: https://www.google.com/search?q=FSPPM+Fulbright+July+2026+policy+public+management+master+news+Vietnam&filter=1&start=0&hl=en-US&lr=lang_en&cr=countryUS 200
2026-07-15 14:35:11,470 INFO primp: response: https://search.brave.com/search?q=Fulbright+University+Vietnam+FUV+FSPPM+crisis+OR+scandal+OR+controversy+OR+admissions+OR+scholarship+July+2026+site%3Avnexpress.net+OR+site%3Atuoitre.vn+OR+site%3Athanhnien.vn+OR+site%3Adantri.com.vn+OR+site%3Anguoiduatin.vn&source=web 200
2026-07-15 14:35:11,506 INFO primp: response: https://www.startpage.com/sp/captcha/?bc=FR&bi=Contabo+GmbH&be=4f5ffb82487e3348c57813aa95795728&bds_t=1784118910T8462782f85878c846769c11d5af950c577c36456e4283f83f6d3cd3f1af447b6&bds_s=559dbb225ace46de91cea77c414082a3&bds_cq=&abd=0&sc=&abe=0&abp=1&language=english&segment=organic&lui=english&qadf=moderate&qsr=en_US&t=device&query=%22Fulbright+University+Vietnam%22+July+2026+news+scholarship+master+policy+public+management+site%3A%2A.vn&cat=web&cmd=gen_page 200
2026-07-15 14:35:11,511 INFO ddgs.ddgs: Error in engine duckduckgo: AttributeError("module 'httpcore._sync' has no attribute 'http2'")
2026-07-15 14:35:11,562 INFO primp: response: https://www.startpage.com/sp/captcha/?bc=FR&bi=Contabo+GmbH&be=4f5ffb82487e3348c57813aa95795728&bds_t=1784118911Tc2cb2402ba306993dc5abcf435808de14e0082dbc9d582dc202dbdbb649fa3bb&bds_s=36dae18e29a242b7ad0666e292910464&bds_cq=&language=english&lui=english&t=device&cat=web&sc=665xzJlcjdx35djaQqVVXFM1e8rjLpHTtknyydwhuWqUhuvKtQwkBlJnBDdvGjzERUgsiq6eAgdgTz17L&cmd=gen_page 200
2026-07-15 14:35:11,596 INFO primp: response: https://www.google.com/search?q=%22Fulbright+University+Vietnam%22+July+2026+news+scholarship+master+policy+public+management+site%3A*.vn&filter=1&start=0&hl=en-US&lr=lang_en&cr=countryUS 200
2026-07-15 14:35:11,782 INFO primp: response: https://search.yahoo.com/search;_ylt=j-Xo4NKYPv8yN-kZlOjfeOxo;_ylu=GP9W9C91pnR72i2xCGhBJd0FC43BvoiQpmVK6wmnJ08MNb8?p=Fulbright+University+Vietnam+FUV+FSPPM+crisis+OR+scandal+OR+controversy+OR+admissions+OR+scholarship+July+2026+site%3Avnexpress.net+OR+site%3Atuoitre.vn+OR+site%3Athanhnien.vn+OR+site%3Adantri.com.vn+OR+site%3Anguoiduatin.vn 200
2026-07-15 14:35:12,236 INFO primp: response: https://yandex.com/search/site/?text=%22Fulbright+University+Vietnam%22+July+2026+news+scholarship+master+policy+public+management+site%3A*.vn&web=1&searchid=4483298 200
2026-07-15 14:35:12,247 INFO plugins.web.ddgs.provider: DDGS search '"Fulbright University Vietnam" July 2026 news scholarship master policy public management site:*.vn': 10 results (limit 10)
2026-07-15 14:35:12,248 INFO agent.tool_executor: tool web_search completed (2.56s, 4958 chars)
2026-07-15 14:35:12,293 INFO plugins.web.ddgs.provider: DDGS search 'Fulbright University Vietnam FUV FSPPM crisis OR scandal OR controversy OR admissions OR scholarship July 2026 site:vnexpress.net OR site:tuoitre.vn OR site:thanhnien.vn OR site:dantri.com.vn OR site:nguoiduatin.vn': 10 results (limit 10)
2026-07-15 14:35:12,294 INFO agent.tool_executor: tool web_search completed (2.60s, 5620 chars)
2026-07-15 14:35:12,389 INFO primp: response: https://www.startpage.com/sp/captcha/?bc=FR&bi=Contabo+GmbH&be=4f5ffb82487e3348c57813aa95795728&bds_t=1784118911Tc2cb2402ba306993dc5abcf435808de14e0082dbc9d582dc202dbdbb649fa3bb&bds_s=2dc9d409e03f481aa353cec804a1cd4d&bds_cq=&abp=1&qadf=moderate&qsr=en_US&language=english&abe=0&sc=&lui=english&t=device&abd=0&segment=organic&query=FSPPM+Fulbright+July+2026+policy+public+management+master+news+Vietnam&cat=web&cmd=gen_page 200
2026-07-15 14:35:12,641 INFO tools.vision_tools: Image analysis completed (3457 characters)
2026-07-15 14:35:12,643 INFO tools.vision_tools: Analyzing image: /root/.hermes/cache/images/img_bc9cddd8d1df.jpg
2026-07-15 14:35:12,644 INFO tools.vision_tools: User prompt: Describe everything visible in this image in thorough detail. Include any text, code, data, objects,
2026-07-15 14:35:12,650 INFO tools.vision_tools: Image ready (53.3 KB)
2026-07-15 14:35:12,650 INFO tools.vision_tools: Converting image to base64...
2026-07-15 14:35:12,652 INFO tools.vision_tools: Image converted to base64 (71.2 KB)
2026-07-15 14:35:12,652 INFO tools.vision_tools: Processing image with vision model...
2026-07-15 14:35:13,010 INFO primp: response: https://yandex.com/search/site/?text=FSPPM+Fulbright+July+2026+policy+public+management+master+news+Vietnam&web=1&searchid=2173562 200
2026-07-15 14:35:13,103 INFO plugins.web.ddgs.provider: DDGS search 'FSPPM Fulbright July 2026 policy public management master news Vietnam': 10 results (limit 10)
2026-07-15 14:35:13,105 INFO agent.tool_executor: tool web_search completed (3.41s, 4779 chars)
2026-07-15 14:35:13,158 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7473 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:35:14,734 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7467 (_call):135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:35:14,734 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #75: model=default provider=custom in=110828 out=746 total=111574 latency=23.7s
2026-07-15 14:35:14,759 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=49 last_msg_role=assistant response_len=742 session=20260714_114920_9d9d2d3b
2026-07-15 14:35:14,818 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=24.1s api_calls=1 response=742 chars
2026-07-15 14:35:14,824 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:35:14,864 INFO gateway.platforms.base: [Telegram] Sending response (742 chars) to -1003707758328
2026-07-15 14:35:14,923 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 14:35:14,943 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=162 msg='Review the conversation above and consider saving to memory if appropriate.  Foc...'
2026-07-15 14:35:14,988 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7474 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:35:24,418 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7473 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:35:24,419 INFO [cron_476c036bd728_20260715_143325] agent.conversation_loop: API call #7: model=default provider=custom in=34237 out=426 total=34663 latency=11.3s cache=28160/34237 (82%)
2026-07-15 14:35:24,483 INFO tools.web_tools: Web search via ddgs: 'Fulbright University Vietnam July 2026 OR "2026" site:news.google.com/rss/articles OR site:vnexpress.net OR site:tuoitre.vn OR site:thanhnien.vn OR site:dantri.com.vn OR site:fulbright.edu.vn OR site:fsppm.fulbright.edu.vn' (limit: 20)
2026-07-15 14:35:24,501 INFO tools.web_tools: Web search via ddgs: '"Fulbright University Vietnam" crisis controversy July 2026 OR scandal OR criticism OR protest OR denunciations' (limit: 20)
2026-07-15 14:35:24,505 INFO tools.web_tools: Web search via ddgs: '"FSPPM" "July" 2026 "Fulbright" site:fsppm.fulbright.edu.vn OR site:fulbright.edu.vn' (limit: 20)
2026-07-15 14:35:24,602 INFO primp: response: https://en.wikipedia.org/w/api.php?action=opensearch&profile=fuzzy&limit=1&search=Fulbright%20University%20Vietnam%20July%202026%20OR%20%222026%22%20site%3Anews.google.com/rss/articles%20OR%20site%3Avnexpress.net%20OR%20site%3Atuoitre.vn%20OR%20site%3Athanhnien.vn%20OR%20site%3Adantri.com.vn%20OR%20site%3Afulbright.edu.vn%20OR%20site%3Afsppm.fulbright.edu.vn 403
2026-07-15 14:35:24,609 INFO primp: response: https://en.wikipedia.org/w/api.php?action=opensearch&profile=fuzzy&limit=1&search=%22Fulbright%20University%20Vietnam%22%20crisis%20controversy%20July%202026%20OR%20scandal%20OR%20criticism%20OR%20protest%20OR%20denunciations 403
2026-07-15 14:35:24,627 INFO primp: response: https://en.wikipedia.org/w/api.php?action=opensearch&profile=fuzzy&limit=1&search=%22FSPPM%22%20%22July%22%202026%20%22Fulbright%22%20site%3Afsppm.fulbright.edu.vn%20OR%20site%3Afulbright.edu.vn 403
2026-07-15 14:35:24,659 INFO primp: response: https://www.mojeek.com/search?q=Fulbright+University+Vietnam+July+2026+OR+%222026%22+site%3Anews.google.com%2Frss%2Farticles+OR+site%3Avnexpress.net+OR+site%3Atuoitre.vn+OR+site%3Athanhnien.vn+OR+site%3Adantri.com.vn+OR+site%3Afulbright.edu.vn+OR+site%3Afsppm.fulbright.edu.vn 403
2026-07-15 14:35:24,770 INFO primp: response: https://search.yahoo.com/search;_ylt=8tssW30Yyck05ypG1m_1pp3e;_ylu=n-RehtGsR6Bshjys84FOue40goe9kUQGy34mzI90addGLf0?p=%22Fulbright+University+Vietnam%22+crisis+controversy+July+2026+OR+scandal+OR+criticism+OR+protest+OR+denunciations 200
2026-07-15 14:35:25,007 INFO primp: response: https://grokipedia.com/api/typeahead?query=%22FSPPM%22+%22July%22+2026+%22Fulbright%22+site%3Afsppm.fulbright.edu.vn+OR+site%3Afulbright.edu.vn&limit=1 200
2026-07-15 14:35:25,016 INFO primp: response: https://grokipedia.com/api/typeahead?query=%22Fulbright+University+Vietnam%22+crisis+controversy+July+2026+OR+scandal+OR+criticism+OR+protest+OR+denunciations&limit=1 200
2026-07-15 14:35:25,200 INFO primp: response: https://grokipedia.com/api/typeahead?query=Fulbright+University+Vietnam+July+2026+OR+%222026%22+site%3Anews.google.com%2Frss%2Farticles+OR+site%3Avnexpress.net+OR+site%3Atuoitre.vn+OR+site%3Athanhnien.vn+OR+site%3Adantri.com.vn+OR+site%3Afulbright.edu.vn+OR+site%3Afsppm.fulbright.edu.vn&limit=1 200
2026-07-15 14:35:25,298 INFO primp: response: https://www.startpage.com/sp/captcha/?bc=FR&bi=Contabo+GmbH&be=4f5ffb82487e3348c57813aa95795728&bds_t=1784118924T5390554a8fde114e8837de03bee0962b360208fc1db6ed608cd42fca62a4fa81&bds_s=c0f1b82d383a4884990f30556fbc7207&bds_cq=&language=english&lui=english&t=device&cat=web&sc=665xzJlchIwcWp4MfRZWE8dshQnQnlniUrFUy9yWokPUmeVusD4qATMvYQfZhQFJsB4DAyszFumiRsWAJ&cmd=gen_page 200
2026-07-15 14:35:25,571 INFO primp: response: https://www.mojeek.com/search?q=%22Fulbright+University+Vietnam%22+crisis+controversy+July+2026+OR+scandal+OR+criticism+OR+protest+OR+denunciations 403
2026-07-15 14:35:25,758 INFO primp: response: https://www.startpage.com/sp/captcha/?bc=FR&bi=Contabo+GmbH&be=4f5ffb82487e3348c57813aa95795728&bds_t=1784118925T90073e3f406d969900bc774d9138eaff880bd140cd55dd6e50fc2395f0815ced&bds_s=50e68f28159f4f68856c81d1f2d8d6b1&bds_cq=&abe=0&abd=0&lui=english&qadf=moderate&abp=1&qsr=en_US&language=english&t=device&sc=&segment=organic&query=%22FSPPM%22+%22July%22+2026+%22Fulbright%22+site%3Afsppm.fulbright.edu.vn+OR+site%3Afulbright.edu.vn&cat=web&cmd=gen_page 200
2026-07-15 14:35:25,965 INFO primp: response: https://www.startpage.com/sp/captcha/?bc=FR&bi=Contabo+GmbH&be=4f5ffb82487e3348c57813aa95795728&bds_t=1784118925T90073e3f406d969900bc774d9138eaff880bd140cd55dd6e50fc2395f0815ced&bds_s=11c2fd4bc4024eae94e591f16b3246c4&bds_cq=&language=english&lui=english&t=device&cat=web&sc=pb8SDxdwERkN3g2h1xDlfaTDSZGTIUlQCwdpzyySYP5G09OVRi20JiJsxrO77U5c3IfhgTkBUv3apWtpuZ&cmd=gen_page 200
2026-07-15 14:35:26,218 INFO primp: response: https://yandex.com/search/site/?text=%22FSPPM%22+%22July%22+2026+%22Fulbright%22+site%3Afsppm.fulbright.edu.vn+OR+site%3Afulbright.edu.vn&web=1&searchid=7348559 200
2026-07-15 14:35:26,296 INFO primp: response: https://yandex.com/search/site/?text=%22Fulbright+University+Vietnam%22+crisis+controversy+July+2026+OR+scandal+OR+criticism+OR+protest+OR+denunciations&web=1&searchid=4866610 200
2026-07-15 14:35:26,316 INFO plugins.web.ddgs.provider: DDGS search '"Fulbright University Vietnam" crisis controversy July 2026 OR scandal OR criticism OR protest OR denunciations': 20 results (limit 20)
2026-07-15 14:35:26,318 INFO agent.tool_executor: tool web_search completed (1.87s, 9733 chars)
2026-07-15 14:35:26,495 INFO tools.vision_tools: Image analysis completed (2702 characters)
2026-07-15 14:35:26,571 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=118 msg="[The user sent an image~ Here's what I can see: Based on the image provided, her..."
2026-07-15 14:35:26,577 INFO primp: response: https://search.yahoo.com/search;_ylt=3FPgY5_ilcqOhcx9gjVEgTya;_ylu=09pGS9aH5uph0tGOyce_7eL3oEv0Z-1iPbTfWmEniemf3Xg?p=%22FSPPM%22+%22July%22+2026+%22Fulbright%22+site%3Afsppm.fulbright.edu.vn+OR+site%3Afulbright.edu.vn 200
2026-07-15 14:35:26,644 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7475 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:35:26,713 INFO primp: response: https://www.startpage.com/sp/captcha/?bc=FR&bi=Contabo+GmbH&be=4f5ffb82487e3348c57813aa95795728&bds_t=1784118926T8bbc1e3d68af0fcc0ee8703545907ced2696459f73d00026755270ac7fd86596&bds_s=a06d031b49e641f9af0c4f0e71a4bdce&bds_cq=&qsr=en_US&t=device&language=english&qadf=moderate&abd=0&abe=0&segment=organic&sc=&abp=1&lui=english&query=Fulbright+University+Vietnam+July+2026+OR+%222026%22+site%3Anews.google.com%2Frss%2Farticles+OR+site%3Avnexpress.net+OR+site%3Atuoitre.vn+OR+site%3Athanhnien.vn+OR+site%3Adantri.com.vn+OR+site%3Afulbright.edu.vn+OR+site%3Afsppm.fulbright.edu.vn&cat=web&cmd=gen_page 200
2026-07-15 14:35:27,244 INFO primp: response: https://yandex.com/search/site/?text=Fulbright+University+Vietnam+July+2026+OR+%222026%22+site%3Anews.google.com%2Frss%2Farticles+OR+site%3Avnexpress.net+OR+site%3Atuoitre.vn+OR+site%3Athanhnien.vn+OR+site%3Adantri.com.vn+OR+site%3Afulbright.edu.vn+OR+site%3Afsppm.fulbright.edu.vn&web=1&searchid=7541973 200
2026-07-15 14:35:27,247 INFO ddgs.ddgs: Error in engine duckduckgo: AttributeError("module 'httpcore._sync' has no attribute 'http2'")
2026-07-15 14:35:27,471 INFO primp: response: https://search.yahoo.com/search;_ylt=eH0mSmM9eh75DnN7_Kl1BVTD;_ylu=gMybWmcamdtK39RWm6Ir2W5UDqk44JWHE1t7NDJrEN_s7HQ?p=Fulbright+University+Vietnam+July+2026+OR+%222026%22+site%3Anews.google.com%2Frss%2Farticles+OR+site%3Avnexpress.net+OR+site%3Atuoitre.vn+OR+site%3Athanhnien.vn+OR+site%3Adantri.com.vn+OR+site%3Afulbright.edu.vn+OR+site%3Afsppm.fulbright.edu.vn 200
2026-07-15 14:35:27,768 INFO primp: response: https://search.brave.com/search?q=%22FSPPM%22+%22July%22+2026+%22Fulbright%22+site%3Afsppm.fulbright.edu.vn+OR+site%3Afulbright.edu.vn&source=web 200
2026-07-15 14:35:27,808 INFO plugins.web.ddgs.provider: DDGS search '"FSPPM" "July" 2026 "Fulbright" site:fsppm.fulbright.edu.vn OR site:fulbright.edu.vn': 20 results (limit 20)
2026-07-15 14:35:27,810 INFO agent.tool_executor: tool web_search completed (3.36s, 9681 chars)
2026-07-15 14:35:28,191 INFO primp: response: https://search.brave.com/search?q=Fulbright+University+Vietnam+July+2026+OR+%222026%22+site%3Anews.google.com%2Frss%2Farticles+OR+site%3Avnexpress.net+OR+site%3Atuoitre.vn+OR+site%3Athanhnien.vn+OR+site%3Adantri.com.vn+OR+site%3Afulbright.edu.vn+OR+site%3Afsppm.fulbright.edu.vn&source=web 429
2026-07-15 14:35:28,272 INFO primp: response: https://www.google.com/search?q=Fulbright+University+Vietnam+July+2026+OR+%222026%22+site%3Anews.google.com%2Frss%2Farticles+OR+site%3Avnexpress.net+OR+site%3Atuoitre.vn+OR+site%3Athanhnien.vn+OR+site%3Adantri.com.vn+OR+site%3Afulbright.edu.vn+OR+site%3Afsppm.fulbright.edu.vn&filter=1&start=0&hl=en-US&lr=lang_en&cr=countryUS 200
2026-07-15 14:35:28,281 INFO plugins.web.ddgs.provider: DDGS search 'Fulbright University Vietnam July 2026 OR "2026" site:news.google.com/rss/articles OR site:vnexpress.net OR site:tuoitre.vn OR site:thanhnien.vn OR site:dantri.com.vn OR site:fulbright.edu.vn OR site:fsppm.fulbright.edu.vn': 7 results (limit 20)
2026-07-15 14:35:28,282 INFO agent.tool_executor: tool web_search completed (3.84s, 3314 chars)
2026-07-15 14:35:28,335 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7476 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:35:29,645 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7474 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:35:29,646 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #1: model=default provider=custom in=110991 out=215 total=111206 latency=14.7s
2026-07-15 14:35:29,654 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool memory returned error (0.00s): {"success": false, "error": "After applying all 1 operations, memory would be at 1,509/1,375 chars -- over the limit. Remove or shorten more entries in the same batch (see current_entries below), then
2026-07-15 14:35:29,695 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7477 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:35:45,682 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7477 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:35:45,683 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #2: model=default provider=custom in=111535 out=531 total=112066 latency=16.0s cache=108544/111535 (97%)
2026-07-15 14:35:45,691 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool memory returned error (0.00s): {"success": false, "error": "Operation 1 (replace): no entry matched 'CEO Nhi: Vietnamese, direct. Strict approval gates (block+reassign ceo, never auto-complete). Deliverables: clickable Funnel links
2026-07-15 14:35:45,744 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7478 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:35:45,836 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7476 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:35:45,837 INFO [cron_476c036bd728_20260715_143325] agent.conversation_loop: API call #8: model=default provider=custom in=40038 out=772 total=40810 latency=17.5s cache=31744/40038 (79%)
2026-07-15 14:35:45,891 INFO tools.web_tools: Web search via ddgs: 'site:fulbright.edu.vn "Jul" "2026" Fulbright University Vietnam news July 2026' (limit: 10)
2026-07-15 14:35:45,899 INFO tools.web_tools: Web search via ddgs: 'site:fsppm.fulbright.edu.vn "2026" "July" FSPPM news Fulbright' (limit: 10)
2026-07-15 14:35:45,905 INFO tools.web_tools: Web search via ddgs: 'site:fulbright.edu.vn "July 15, 2026" Fulbright' (limit: 10)
2026-07-15 14:35:45,984 INFO primp: response: https://en.wikipedia.org/w/api.php?action=opensearch&profile=fuzzy&limit=1&search=site%3Afulbright.edu.vn%20%22Jul%22%20%222026%22%20Fulbright%20University%20Vietnam%20news%20July%202026 403
2026-07-15 14:35:45,986 INFO primp: response: https://en.wikipedia.org/w/api.php?action=opensearch&profile=fuzzy&limit=1&search=site%3Afulbright.edu.vn%20%22July%2015%2C%202026%22%20Fulbright 403
2026-07-15 14:35:45,990 INFO primp: response: https://en.wikipedia.org/w/api.php?action=opensearch&profile=fuzzy&limit=1&search=site%3Afsppm.fulbright.edu.vn%20%222026%22%20%22July%22%20FSPPM%20news%20Fulbright 403
2026-07-15 14:35:46,141 INFO primp: response: https://grokipedia.com/api/typeahead?query=site%3Afsppm.fulbright.edu.vn+%222026%22+%22July%22+FSPPM+news+Fulbright&limit=1 200
2026-07-15 14:35:46,143 INFO ddgs.ddgs: Error in engine duckduckgo: AttributeError("module 'httpcore._sync' has no attribute 'http2'")
2026-07-15 14:35:46,189 INFO primp: response: https://grokipedia.com/api/typeahead?query=site%3Afulbright.edu.vn+%22Jul%22+%222026%22+Fulbright+University+Vietnam+news+July+2026&limit=1 502
2026-07-15 14:35:46,278 INFO primp: response: https://grokipedia.com/api/typeahead?query=site%3Afulbright.edu.vn+%22July+15%2C+2026%22+Fulbright&limit=1 200
2026-07-15 14:35:46,342 INFO primp: response: https://search.yahoo.com/search;_ylt=swGDHQGYeDvpRGFkD5A7mDwD;_ylu=5skwH_MTIGSVHvgaGrOde9IRpPMGAoLjwaYNZ5DK3dkLMZw?p=site%3Afsppm.fulbright.edu.vn+%222026%22+%22July%22+FSPPM+news+Fulbright 200
2026-07-15 14:35:46,431 INFO primp: response: https://www.startpage.com/sp/captcha/?bc=FR&bi=Contabo+GmbH&be=4f5ffb82487e3348c57813aa95795728&bds_t=1784118946T90b73e66b34201957b7f478f52cdd4099d157df59e25000d4515af91767f1093&bds_s=f0b7635e81234492b0425ac62e505b89&bds_cq=&language=english&lui=english&segment=startpage.opera&t=device&cat=web&sc=1FY0FBf9QM32LxHDRmjPp6GLQ8ybgTupRA7Sz2Maj7pQGQJEwyjFflvoBE2lThvJkhTw8zndnBjmWY8N8nhP&cmd=gen_page 200
2026-07-15 14:35:46,883 INFO primp: response: https://www.startpage.com/sp/captcha/?bc=FR&bi=Contabo+GmbH&be=4f5ffb82487e3348c57813aa95795728&bds_t=1784118946T90b73e66b34201957b7f478f52cdd4099d157df59e25000d4515af91767f1093&bds_s=cc27f8292bb74fb1b363cfb3d4b1a805&bds_cq=&abp=1&qadf=moderate&qsr=en_US&language=english&abe=0&sc=&lui=english&t=device&abd=0&segment=organic&query=site%3Afulbright.edu.vn+%22July+15%2C+2026%22+Fulbright&cat=web&cmd=gen_page 200
2026-07-15 14:35:46,960 INFO primp: response: https://www.startpage.com/sp/captcha/?bc=FR&bi=Contabo+GmbH&be=4f5ffb82487e3348c57813aa95795728&bds_t=1784118946T90b73e66b34201957b7f478f52cdd4099d157df59e25000d4515af91767f1093&bds_s=37e99b9aed3c4a8d94ada7d4529749a4&bds_cq=&language=english&lui=english&t=device&cat=web&sc=pb8SDxdwI1rI477eo8NFO1yai4c6zI22CJcMZgwxwMcbR5fPwm4RbQ1rAnDWlSTpVVZsgUuqFvtWrLoZE9&cmd=gen_page 200
2026-07-15 14:35:47,116 INFO primp: response: https://search.yahoo.com/search;_ylt=26C209oO9KKwZkFhULqhgs7n;_ylu=Dilnr7Hz6sjj_OD7CbDDLvJhfGKupXSXl_1A1qe7ZOXk6m4?p=site%3Afulbright.edu.vn+%22July+15%2C+2026%22+Fulbright 200
2026-07-15 14:35:47,572 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7475 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:35:47,573 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #33: model=default provider=custom in=71091 out=832 total=71923 latency=20.9s cache=12800/71091 (18%)
2026-07-15 14:35:47,723 INFO primp: response: https://www.startpage.com/sp/captcha/?bc=FR&bi=Contabo+GmbH&be=4f5ffb82487e3348c57813aa95795728&bds_t=1784118947Ta5f87f6dc7aa406c8bfee2b2a44a4237028b36893b2f26259b84920436caa18b&bds_s=573cd69e939148ae80a25dc96b125cd0&bds_cq=&segment=organic&language=english&lui=english&sc=&qadf=moderate&abe=0&t=device&abp=1&abd=0&qsr=en_US&query=site%3Afulbright.edu.vn+%22Jul%22+%222026%22+Fulbright+University+Vietnam+news+July+2026&cat=web&cmd=gen_page 200
2026-07-15 14:35:47,729 INFO primp: response: https://yandex.com/search/site/?text=site%3Afsppm.fulbright.edu.vn+%222026%22+%22July%22+FSPPM+news+Fulbright&web=1&searchid=6661447 200
2026-07-15 14:35:47,747 INFO plugins.web.ddgs.provider: DDGS search 'site:fsppm.fulbright.edu.vn "2026" "July" FSPPM news Fulbright': 10 results (limit 10)
2026-07-15 14:35:47,748 INFO agent.tool_executor: tool web_search completed (1.89s, 5069 chars)
2026-07-15 14:35:47,832 INFO primp: response: https://search.brave.com/search?q=site%3Afulbright.edu.vn+%22July+15%2C+2026%22+Fulbright&source=web 429
2026-07-15 14:35:47,848 INFO ddgs.ddgs: Error in engine duckduckgo: AttributeError("module 'httpcore._sync' has no attribute 'http2'")
2026-07-15 14:35:47,976 INFO primp: response: https://www.mojeek.com/search?q=site%3Afulbright.edu.vn+%22July+15%2C+2026%22+Fulbright 200
2026-07-15 14:35:48,047 INFO primp: response: https://www.google.com/search?q=site%3Afulbright.edu.vn+%22July+15%2C+2026%22+Fulbright&filter=1&start=0&hl=en-US&lr=lang_en&cr=countryUS 200
2026-07-15 14:35:48,253 INFO primp: response: https://yandex.com/search/site/?text=site%3Afulbright.edu.vn+%22Jul%22+%222026%22+Fulbright+University+Vietnam+news+July+2026&web=1&searchid=2296590 200
2026-07-15 14:35:48,475 INFO primp: response: https://yandex.com/search/site/?text=site%3Afulbright.edu.vn+%22July+15%2C+2026%22+Fulbright&web=1&searchid=4698283 200
2026-07-15 14:35:48,478 WARNING plugins.web.ddgs.provider: DDGS search error: module 'httpcore._sync' has no attribute 'http2'
2026-07-15 14:35:48,480 INFO agent.tool_executor: tool web_search failed (2.62s): {
  "success": false,
  "error": "DuckDuckGo search failed: module 'httpcore._sync' has no attribute 'http2'"
}
2026-07-15 14:35:48,596 INFO primp: response: https://search.yahoo.com/search;_ylt=nTzzI7g_8LaiHweL6bWQO9ww;_ylu=2eIrAii_ffnh1r4_NQSIqzn83sWoLslofBGqVzNpLyDWb5c?p=site%3Afulbright.edu.vn+%22Jul%22+%222026%22+Fulbright+University+Vietnam+news+July+2026 200
2026-07-15 14:35:49,030 INFO plugins.web.ddgs.provider: DDGS search 'site:fulbright.edu.vn "Jul" "2026" Fulbright University Vietnam news July 2026': 10 results (limit 10)
2026-07-15 14:35:49,031 INFO agent.tool_executor: tool web_search completed (3.18s, 3983 chars)
2026-07-15 14:35:49,065 WARNING [cron_476c036bd728_20260715_143325] agent.tool_executor: Tool web_search returned error (2.62s): {
  "success": false,
  "error": "DuckDuckGo search failed: module 'httpcore._sync' has no attribute 'http2'"
}
2026-07-15 14:35:49,106 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7481 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:35:50,143 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool search_files completed (2.53s, 18 chars)
2026-07-15 14:35:50,608 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7478 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:35:50,608 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #3: model=default provider=custom in=112727 out=154 total=112881 latency=4.9s cache=109056/112727 (97%)
2026-07-15 14:35:50,615 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool memory returned error (0.00s): {"success": false, "error": "Operation 1 (replace): no entry matched 'User wants brand monitoring digests and related automation notifications delivered to Telegram topic thread 3688 (Brand Monitoring
2026-07-15 14:35:50,667 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7483 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:35:51,267 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool read_file completed (0.11s, 2827 chars)
2026-07-15 14:35:52,276 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool cronjob returned error (0.00s): {
  "success": true,
  "count": 3,
  "jobs": [
    {
      "job_id": "c9aa1946bd2a",
      "name": "notebooklm-auth-refresh",
      "skill": null,
      "skills": [],
      "prompt_preview": "",
     
2026-07-15 14:35:52,316 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7488 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:35:58,057 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (62 chars)
2026-07-15 14:35:58,072 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='nhưng tôi bấm trigger tin thì nó ko hiển thị tin ở thread 3688' reply_to_id=20 reply_to_text=''
2026-07-15 14:35:58,192 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 14:35:58,277 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=162 msg='[NN Vo] nhưng tôi bấm trigger tin thì nó ko hiển thị tin ở thread 3688'
2026-07-15 14:35:58,292 INFO [20260714_114920_9d9d2d3b] agent.turn_context: Preflight compression: ~128,265 tokens >= 128,000 threshold (model default, ctx 256,000)
2026-07-15 14:35:58,293 INFO [20260714_114920_9d9d2d3b] agent.conversation_compression: context compression started: session=20260714_114920_9d9d2d3b messages=163 tokens=~128,265 model=default focus=None
2026-07-15 14:35:58,326 INFO [20260714_114920_9d9d2d3b] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-15 14:36:03,118 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7481 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:36:03,121 INFO [cron_476c036bd728_20260715_143325] agent.conversation_loop: API call #9: model=default provider=custom in=42679 out=642 total=43321 latency=14.0s cache=37888/42679 (89%)
2026-07-15 14:36:03,166 INFO tools.web_tools: Extracting content from 3 URL(s)
2026-07-15 14:36:03,186 INFO tools.web_tools: Web search via ddgs: 'site:fulbright.edu.vn OR site:fsppm.fulbright.edu.vn "July 15, 2026" Fulbright University Vietnam' (limit: 10)
2026-07-15 14:36:03,274 INFO primp: response: https://en.wikipedia.org/w/api.php?action=opensearch&profile=fuzzy&limit=1&search=site%3Afulbright.edu.vn%20OR%20site%3Afsppm.fulbright.edu.vn%20%22July%2015%2C%202026%22%20Fulbright%20University%20Vietnam 403
2026-07-15 14:36:03,482 INFO primp: response: https://grokipedia.com/api/typeahead?query=site%3Afulbright.edu.vn+OR+site%3Afsppm.fulbright.edu.vn+%22July+15%2C+2026%22+Fulbright+University+Vietnam&limit=1 200
2026-07-15 14:36:03,729 INFO primp: response: https://search.yahoo.com/search;_ylt=2Tamjv38XfSEjZ7oBYG9iVA1;_ylu=WKzPpe_YVd_zYyjmU0kk3G4L4TEpi1qvTiw7ONFYrL7FT5c?p=site%3Afulbright.edu.vn+OR+site%3Afsppm.fulbright.edu.vn+%22July+15%2C+2026%22+Fulbright+University+Vietnam 200
2026-07-15 14:36:04,302 INFO primp: response: https://www.mojeek.com/search?q=site%3Afulbright.edu.vn+OR+site%3Afsppm.fulbright.edu.vn+%22July+15%2C+2026%22+Fulbright+University+Vietnam 403
2026-07-15 14:36:04,677 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7483 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:36:04,678 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #4: model=default provider=custom in=113430 out=289 total=113719 latency=14.0s cache=110592/113430 (97%)
2026-07-15 14:36:04,690 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool memory completed (0.01s, 209 chars)
2026-07-15 14:36:04,736 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7489 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:36:05,016 INFO agent.tool_executor: tool web_extract failed (1.85s): {"success": false, "error": "DuckDuckGo (ddgs) is a search-only backend and cannot extract URL content. Set web.extract_backend to firecrawl, tavily, exa, or parallel."}
2026-07-15 14:36:05,085 INFO primp: response: https://www.startpage.com/sp/captcha/?bc=FR&bi=Contabo+GmbH&be=4f5ffb82487e3348c57813aa95795728&bds_t=1784118964T494fc9f8e368cfabf14c632f4a3d44a853245778b01f3c8058c91d6b3282c1f8&bds_s=3b91b1ef5ecb41b1939872d51fbf49e5&bds_cq=&language=english&lui=english&t=device&cat=web&sc=pb8SDxdwJk0iNiIJCyLSVMicrz9EeozRf4W48kNqOrIukMvDWg77QG83wvrwLtWFBNpjJl8jAYe6tQTdAF&cmd=gen_page 200
2026-07-15 14:36:05,829 INFO primp: response: https://www.startpage.com/sp/captcha/?bc=FR&bi=Contabo+GmbH&be=4f5ffb82487e3348c57813aa95795728&bds_t=1784118965T9168aa927c18035f3a3cc4c3117d137d859a8f44962e39c2a9ded71e6a8014b6&bds_s=9c030d8b474c4c48be925fb8960fbaa8&bds_cq=&abd=0&sc=&t=device&segment=organic&abp=1&qsr=en_US&qadf=moderate&abe=0&language=english&lui=english&query=site%3Afulbright.edu.vn+OR+site%3Afsppm.fulbright.edu.vn+%22July+15%2C+2026%22+Fulbright+University+Vietnam&cat=web&cmd=gen_page 200
2026-07-15 14:36:06,227 INFO primp: response: https://yandex.com/search/site/?text=site%3Afulbright.edu.vn+OR+site%3Afsppm.fulbright.edu.vn+%22July+15%2C+2026%22+Fulbright+University+Vietnam&web=1&searchid=8789256 200
2026-07-15 14:36:06,444 INFO primp: response: https://search.brave.com/search?q=site%3Afulbright.edu.vn+OR+site%3Afsppm.fulbright.edu.vn+%22July+15%2C+2026%22+Fulbright+University+Vietnam&source=web 429
2026-07-15 14:36:06,532 INFO primp: response: https://www.google.com/search?q=site%3Afulbright.edu.vn+OR+site%3Afsppm.fulbright.edu.vn+%22July+15%2C+2026%22+Fulbright+University+Vietnam&filter=1&start=0&hl=en-US&lr=lang_en&cr=countryUS 200
2026-07-15 14:36:06,544 INFO plugins.web.ddgs.provider: DDGS search 'site:fulbright.edu.vn OR site:fsppm.fulbright.edu.vn "July 15, 2026" Fulbright University Vietnam': 7 results (limit 10)
2026-07-15 14:36:06,545 INFO agent.tool_executor: tool web_search completed (3.38s, 3286 chars)
2026-07-15 14:36:06,548 WARNING [cron_476c036bd728_20260715_143325] agent.tool_executor: Tool web_extract returned error (1.85s): {"success": false, "error": "DuckDuckGo (ddgs) is a search-only backend and cannot extract URL content. Set web.extract_backend to firecrawl, tavily, exa, or parallel."}
2026-07-15 14:36:06,585 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7490 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:36:11,901 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7489 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:36:11,902 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #5: model=default provider=custom in=113744 out=4 total=113748 latency=7.2s cache=111104/113744 (98%)
2026-07-15 14:36:11,902 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Empty response after tool calls — nudging model to continue processing
2026-07-15 14:36:11,946 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7491 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:36:13,161 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7488 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:36:13,164 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #34: model=default provider=custom in=72835 out=1317 total=74152 latency=20.9s cache=68608/72835 (94%)
2026-07-15 14:36:13,317 INFO agent.tool_executor: tool search_files failed (0.11s): {"total_count": 0, "error": "Path not found: /root/.hermes/hermes-agent"}
2026-07-15 14:36:13,322 INFO agent.tool_executor: tool search_files failed (0.11s): {"total_count": 0, "error": "Path not found: /root/.hermes/hermes-agent"}
2026-07-15 14:36:15,185 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7490 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:36:15,186 INFO [cron_476c036bd728_20260715_143325] agent.conversation_loop: API call #10: model=default provider=custom in=43716 out=309 total=44025 latency=8.6s
2026-07-15 14:36:15,481 INFO [cron_476c036bd728_20260715_143325] agent.tool_executor: tool terminal completed (0.27s, 973 chars)
2026-07-15 14:36:15,527 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7501 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:36:18,609 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7491 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:36:18,610 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #6: model=default provider=custom in=113779 out=24 total=113803 latency=6.7s
2026-07-15 14:36:18,623 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=6/16 budget=6/16 tool_turns=53 last_msg_role=assistant response_len=16 session=20260714_114920_9d9d2d3b
2026-07-15 14:36:18,634 INFO [20260714_114920_9d9d2d3b] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522802435776 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:36:19,895 INFO agent.tool_executor: tool search_files completed (6.68s, 1695 chars)
2026-07-15 14:36:19,897 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool search_files returned error (0.11s): {"total_count": 0, "error": "Path not found: /root/.hermes/hermes-agent"}
2026-07-15 14:36:19,911 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool search_files returned error (0.11s): {"total_count": 0, "error": "Path not found: /root/.hermes/hermes-agent"}
2026-07-15 14:36:19,967 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7502 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:36:22,184 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7501 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:36:22,185 INFO [cron_476c036bd728_20260715_143325] agent.conversation_loop: API call #11: model=default provider=custom in=44099 out=245 total=44344 latency=6.7s cache=41472/44099 (94%)
2026-07-15 14:36:22,338 WARNING [cron_476c036bd728_20260715_143325] agent.tool_executor: Tool terminal returned error (0.13s): {"output": "-- raw_items\n['id', 'source_id', 'url', 'title', 'snippet', 'published', 'fetched_at', 'brand_id', 'lang', 'raw_json']\ncount 537\n\n-- mentions\n['id', 'raw_item_id', 'brand_id', 'url_ca
2026-07-15 14:36:22,396 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7504 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:36:24,463 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7504 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:36:24,463 INFO [cron_476c036bd728_20260715_143325] agent.conversation_loop: API call #12: model=default provider=custom in=53185 out=357 total=53542 latency=2.1s
2026-07-15 14:36:24,604 INFO [cron_476c036bd728_20260715_143325] agent.tool_executor: tool terminal completed (0.12s, 11731 chars)
2026-07-15 14:36:24,648 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7506 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:36:25,397 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7502 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:36:25,399 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #35: model=default provider=custom in=80021 out=397 total=80418 latency=5.5s
2026-07-15 14:36:30,808 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7506 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:36:30,810 INFO [cron_476c036bd728_20260715_143325] agent.conversation_loop: API call #13: model=default provider=custom in=59468 out=1475 total=60943 latency=6.2s cache=48862/59468 (82%)
2026-07-15 14:36:30,838 INFO [cron_476c036bd728_20260715_143325] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=13/60 budget=13/60 tool_turns=12 last_msg_role=assistant response_len=2940 session=cron_476c036bd728_20260715_143325
2026-07-15 14:36:30,851 INFO cron.scheduler: Job 'Fulbright Brand Monitoring' completed successfully
2026-07-15 14:36:31,796 INFO cron.scheduler: Job '476c036bd728': delivered to telegram:-1003707758328 via live adapter
2026-07-15 14:36:31,797 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=cron-parallel_0:135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:36:35,879 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool terminal returned error (10.26s): {"output": "[Command timed out after 10s]", "exit_code": 124, "error": null}
2026-07-15 14:36:35,938 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7508 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:36:37,920 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7508 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:36:37,921 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #36: model=default provider=custom in=80448 out=262 total=80710 latency=2.0s cache=73142/80448 (91%)
2026-07-15 14:36:37,963 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.02s, 94 chars)
2026-07-15 14:36:37,999 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7510 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:36:39,862 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7510 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:36:39,863 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #37: model=default provider=custom in=80746 out=321 total=81067 latency=1.9s cache=73135/80746 (91%)
2026-07-15 14:36:39,880 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool cronjob returned error (0.00s): {"error": "Script path escapes the scripts directory via traversal: 'notebooklm_auth_watchdog.sh'", "success": false}
2026-07-15 14:36:39,931 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7511 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:36:48,823 INFO [20260714_114920_9d9d2d3b] agent.conversation_compression: context compression done: session=20260714_114920_9d9d2d3b messages=163->98 rough_tokens=~67,850 awaiting_real_usage=true
2026-07-15 14:36:48,866 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7512 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:37:00,205 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7511 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:37:00,207 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #38: model=default provider=custom in=79747 out=258 total=80005 latency=20.3s
2026-07-15 14:37:00,236 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool cronjob returned error (0.00s): {"error": "Script path must be relative to ~/.hermes/scripts/. Got absolute or home-relative path: '/root/.hermes/scripts/notebooklm_auth_watchdog.sh'. Place scripts in ~/.hermes/scripts/ and use just
2026-07-15 14:37:00,331 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7513 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:37:10,849 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7512 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:37:10,850 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #76: model=default provider=custom in=70681 out=539 total=71220 latency=22.0s
2026-07-15 14:37:10,878 INFO [20260714_114920_9d9d2d3b] cron.scheduler: Running job 'Fulbright Brand Monitoring' (ID: 476c036bd728)
2026-07-15 14:37:10,878 INFO [20260714_114920_9d9d2d3b] cron.scheduler: Prompt: [IMPORTANT: You are running as a scheduled cron job. DELIVERY: Your final response will be automatic
2026-07-15 14:37:10,983 INFO [20260714_114920_9d9d2d3b] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_1:135523347699392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:37:11,095 INFO [20260714_114920_9d9d2d3b] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 14:37:11,125 INFO [cron_476c036bd728_20260715_143710] agent.turn_context: conversation turn: session=cron_476c036bd728_20260715_143710 model=default provider=custom platform=cron history=0 msg='[IMPORTANT: You are running as a scheduled cron job. DELIVERY: Your final respon...'
2026-07-15 14:37:11,177 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7514 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:37:12,893 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7514 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:37:12,895 INFO [cron_476c036bd728_20260715_143710] agent.conversation_loop: API call #1: model=default provider=custom in=18194 out=178 total=18372 latency=1.7s cache=12164/18194 (67%)
2026-07-15 14:37:13,195 INFO [cron_476c036bd728_20260715_143710] agent.tool_executor: tool session_search completed (0.28s, 42196 chars)
2026-07-15 14:37:13,238 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7515 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:37:17,378 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7515 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:37:17,380 INFO [cron_476c036bd728_20260715_143710] agent.conversation_loop: API call #2: model=default provider=custom in=31453 out=252 total=31705 latency=4.2s cache=12217/31453 (39%)
2026-07-15 14:37:17,506 INFO [cron_476c036bd728_20260715_143710] agent.tool_executor: tool search_files completed (0.10s, 1514 chars)
2026-07-15 14:37:17,535 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7518 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:37:18,653 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7513 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:37:18,654 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #39: model=default provider=custom in=80192 out=266 total=80458 latency=18.4s cache=73135/80192 (91%)
2026-07-15 14:37:18,743 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.07s, 1115 chars)
2026-07-15 14:37:18,801 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7520 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:38:23,779 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7520 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:38:23,781 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #40: model=default provider=custom in=80995 out=498 total=81493 latency=65.0s cache=73135/80995 (90%)
2026-07-15 14:38:23,862 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.06s, 135 chars)
2026-07-15 14:38:23,915 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7522 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:38:35,399 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7518 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:38:35,400 INFO [cron_476c036bd728_20260715_143710] agent.conversation_loop: API call #3: model=default provider=custom in=32045 out=46 total=32091 latency=77.9s cache=24432/32045 (76%)
2026-07-15 14:38:35,490 INFO [cron_476c036bd728_20260715_143710] agent.tool_executor: tool search_files completed (0.07s, 259 chars)
2026-07-15 14:38:35,524 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7525 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:38:41,540 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7522 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:38:41,541 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #41: model=default provider=custom in=81559 out=81 total=81640 latency=17.6s
2026-07-15 14:38:49,634 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool cronjob completed (8.07s, 689 chars)
2026-07-15 14:38:49,674 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7526 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:38:54,302 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7525 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:38:54,304 INFO [cron_476c036bd728_20260715_143710] agent.conversation_loop: API call #4: model=default provider=custom in=32191 out=276 total=32467 latency=18.8s
2026-07-15 14:38:54,388 INFO [cron_476c036bd728_20260715_143710] tools.web_tools: Web search via ddgs: '"Fulbright" OR "FUV" OR "FSPPM" AND "Việt Nam" OR "Vietnam"' (limit: 10)
2026-07-15 14:38:54,502 INFO primp: response: https://en.wikipedia.org/w/api.php?action=opensearch&profile=fuzzy&limit=1&search=%22Fulbright%22%20OR%20%22FUV%22%20OR%20%22FSPPM%22%20AND%20%22Vi%E1%BB%87t%20Nam%22%20OR%20%22Vietnam%22 403
2026-07-15 14:38:54,795 INFO primp: response: https://grokipedia.com/api/typeahead?query=%22Fulbright%22+OR+%22FUV%22+OR+%22FSPPM%22+AND+%22Vi%E1%BB%87t+Nam%22+OR+%22Vietnam%22&limit=1 200
2026-07-15 14:38:55,011 INFO primp: response: https://search.brave.com/search?q=%22Fulbright%22+OR+%22FUV%22+OR+%22FSPPM%22+AND+%22Vi%E1%BB%87t+Nam%22+OR+%22Vietnam%22&source=web 429
2026-07-15 14:38:55,158 INFO primp: response: https://www.mojeek.com/search?q=%22Fulbright%22+OR+%22FUV%22+OR+%22FSPPM%22+AND+%22Vi%E1%BB%87t+Nam%22+OR+%22Vietnam%22 403
2026-07-15 14:38:55,785 INFO primp: response: https://yandex.com/search/site/?text=%22Fulbright%22+OR+%22FUV%22+OR+%22FSPPM%22+AND+%22Vi%E1%BB%87t+Nam%22+OR+%22Vietnam%22&web=1&searchid=9694919 200
2026-07-15 14:38:56,034 INFO primp: response: https://search.yahoo.com/search;_ylt=0hNwiOPrmFPqRF5zt7RDMwkb;_ylu=Nt1e5E3WNyLubxMjCqkUKw4EGSKZclB2gzgjnH1iGfOth_I?p=%22Fulbright%22+OR+%22FUV%22+OR+%22FSPPM%22+AND+%22Vi%E1%BB%87t+Nam%22+OR+%22Vietnam%22 200
2026-07-15 14:38:56,597 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7526 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:38:56,599 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #42: model=default provider=custom in=81877 out=512 total=82389 latency=6.9s
2026-07-15 14:38:56,629 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=10/60 budget=10/60 tool_turns=54 last_msg_role=assistant response_len=1758 session=20260710_094439_1cb443b1
2026-07-15 14:38:56,670 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=304.2s api_calls=10 response=1758 chars
2026-07-15 14:38:56,713 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:38:56,750 INFO gateway.platforms.base: [Telegram] Sending response (1758 chars) to -1003707758328
2026-07-15 14:38:56,815 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 14:38:56,844 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=142 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-15 14:38:56,897 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7527 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:38:57,430 INFO primp: response: https://www.startpage.com/sp/captcha/?bc=FR&bi=Contabo+GmbH&be=4f5ffb82487e3348c57813aa95795728&bds_t=1784119136T408d22b6021140eaba00916efefeb0aa0c99753e7f451fc3450adeb55d7d3853&bds_s=bed791c417b0476ea6f746484a8d9bab&bds_cq=&language=english&lui=english&t=device&cat=web&sc=665xzJlcj6nrmn38wzoCqzzjgxWxVbQ4xPMNPlIib17yTelzcZAkIL0WiSvqRq6bfTbeCEceXhJ0Hg9GZ&cmd=gen_page 200
2026-07-15 14:38:58,180 INFO primp: response: https://www.startpage.com/sp/captcha/?bc=FR&bi=Contabo+GmbH&be=4f5ffb82487e3348c57813aa95795728&bds_t=1784119137T91fe6c688a3d6583de1ee958fe6088007b8cded5b47173ed6d7414c0407146b2&bds_s=6d6c3d413f144ac49f97befd858ce379&bds_cq=&lui=english&sc=&abd=0&t=device&abp=1&language=english&segment=organic&qadf=moderate&qsr=en_US&abe=0&query=%22Fulbright%22+OR+%22FUV%22+OR+%22FSPPM%22+AND+%22Vi%E1%BB%87t+Nam%22+OR+%22Vietnam%22&cat=web&cmd=gen_page 200
2026-07-15 14:38:58,183 INFO ddgs.ddgs: Error in engine duckduckgo: AttributeError("module 'httpcore._sync' has no attribute 'http2'")
2026-07-15 14:38:58,248 INFO primp: response: https://www.google.com/search?q=%22Fulbright%22+OR+%22FUV%22+OR+%22FSPPM%22+AND+%22Vi%E1%BB%87t+Nam%22+OR+%22Vietnam%22&filter=1&start=0&hl=en-US&lr=lang_en&cr=countryUS 200
2026-07-15 14:38:58,263 INFO [cron_476c036bd728_20260715_143710] plugins.web.ddgs.provider: DDGS search '"Fulbright" OR "FUV" OR "FSPPM" AND "Việt Nam" OR "Vietnam"': 9 results (limit 10)
2026-07-15 14:38:58,264 INFO [cron_476c036bd728_20260715_143710] agent.tool_executor: tool web_search completed (3.89s, 4249 chars)
2026-07-15 14:38:58,321 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7528 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:38:59,774 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7528 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:38:59,774 INFO [cron_476c036bd728_20260715_143710] agent.conversation_loop: API call #5: model=default provider=custom in=33720 out=45 total=33765 latency=1.5s cache=28503/33720 (85%)
2026-07-15 14:38:59,804 INFO [cron_476c036bd728_20260715_143710] tools.web_tools: Web search via ddgs: '"đại học Fulbright" OR "Fulbright Việt Nam" OR "FUV" OR "FSPPM" news' (limit: 10)
2026-07-15 14:38:59,897 INFO primp: response: https://en.wikipedia.org/w/api.php?action=opensearch&profile=fuzzy&limit=1&search=%22%C4%91%E1%BA%A1i%20h%E1%BB%8Dc%20Fulbright%22%20OR%20%22Fulbright%20Vi%E1%BB%87t%20Nam%22%20OR%20%22FUV%22%20OR%20%22FSPPM%22%20news 403
2026-07-15 14:39:00,044 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7527 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:39:00,045 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1: model=default provider=custom in=83531 out=468 total=83999 latency=3.2s
2026-07-15 14:39:00,135 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skills_list completed (0.08s, 20448 chars)
2026-07-15 14:39:00,169 INFO primp: response: https://grokipedia.com/api/typeahead?query=%22%C4%91%E1%BA%A1i+h%E1%BB%8Dc+Fulbright%22+OR+%22Fulbright+Vi%E1%BB%87t+Nam%22+OR+%22FUV%22+OR+%22FSPPM%22+news&limit=1 502
2026-07-15 14:39:00,178 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7529 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:39:00,375 INFO primp: response: https://search.yahoo.com/search;_ylt=4GTz_Q_11pD1u4vbfjGYcAZ7;_ylu=VQ6_OfSokRidXo9yjkt4Qt_uHoRCN4lEpotkF3k_18T9meA?p=%22%C4%91%E1%BA%A1i+h%E1%BB%8Dc+Fulbright%22+OR+%22Fulbright+Vi%E1%BB%87t+Nam%22+OR+%22FUV%22+OR+%22FSPPM%22+news 200
2026-07-15 14:39:01,216 INFO primp: response: https://www.mojeek.com/search?q=%22%C4%91%E1%BA%A1i+h%E1%BB%8Dc+Fulbright%22+OR+%22Fulbright+Vi%E1%BB%87t+Nam%22+OR+%22FUV%22+OR+%22FSPPM%22+news 403
2026-07-15 14:39:01,295 INFO primp: response: https://www.google.com/search?q=%22%C4%91%E1%BA%A1i+h%E1%BB%8Dc+Fulbright%22+OR+%22Fulbright+Vi%E1%BB%87t+Nam%22+OR+%22FUV%22+OR+%22FSPPM%22+news&filter=1&start=0&hl=en-US&lr=lang_en&cr=countryUS 200
2026-07-15 14:39:01,466 INFO primp: response: https://www.startpage.com/sp/captcha/?bc=FR&bi=Contabo+GmbH&be=4f5ffb82487e3348c57813aa95795728&bds_t=1784119141T16d2693ebcad2ad65d70171fa8b5493f34eaf8daad18f8f277590cd38b23c520&bds_s=c0336d7e65ab484d94298a9f4856a07c&bds_cq=&language=english&lui=english&segment=startpage.opera&t=device&cat=web&sc=665xzJlchRWFU47G53104Ke3TXcHY1VZUyt9PbVDTc2G3FEQGexfH1U3EVrhmKFSsC2ApSJL1HgF0p9w1&cmd=gen_page 200
2026-07-15 14:39:02,115 INFO primp: response: https://www.startpage.com/sp/captcha/?bc=FR&bi=Contabo+GmbH&be=4f5ffb82487e3348c57813aa95795728&bds_t=1784119141T16d2693ebcad2ad65d70171fa8b5493f34eaf8daad18f8f277590cd38b23c520&bds_s=636c1c8884e445239ff54ae311eb341b&bds_cq=&abp=1&qadf=moderate&qsr=en_US&language=english&abe=0&sc=&lui=english&t=device&abd=0&segment=organic&query=%22%C4%91%E1%BA%A1i+h%E1%BB%8Dc+Fulbright%22+OR+%22Fulbright+Vi%E1%BB%87t+Nam%22+OR+%22FUV%22+OR+%22FSPPM%22+news&cat=web&cmd=gen_page 200
2026-07-15 14:39:02,387 INFO primp: response: https://search.brave.com/search?q=%22%C4%91%E1%BA%A1i+h%E1%BB%8Dc+Fulbright%22+OR+%22Fulbright+Vi%E1%BB%87t+Nam%22+OR+%22FUV%22+OR+%22FSPPM%22+news&source=web 429
2026-07-15 14:39:03,031 INFO primp: response: https://yandex.com/search/site/?text=%22%C4%91%E1%BA%A1i+h%E1%BB%8Dc+Fulbright%22+OR+%22Fulbright+Vi%E1%BB%87t+Nam%22+OR+%22FUV%22+OR+%22FSPPM%22+news&web=1&searchid=4535339 200
2026-07-15 14:39:03,045 INFO [cron_476c036bd728_20260715_143710] plugins.web.ddgs.provider: DDGS search '"đại học Fulbright" OR "Fulbright Việt Nam" OR "FUV" OR "FSPPM" news': 10 results (limit 10)
2026-07-15 14:39:03,046 INFO [cron_476c036bd728_20260715_143710] agent.tool_executor: tool web_search completed (3.25s, 5604 chars)
2026-07-15 14:39:03,086 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7530 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:39:11,926 INFO gateway.run: Invalidated run generation for agent:main:telegram:group:-1003707758328:20 → 67 (stop_command)
2026-07-15 14:39:11,937 INFO run_agent: OpenAI client closed (cache_evict, shared=True, tcp_force_closed=0) thread=agent-evict-agent:main:telegram:grou:135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:39:11,939 INFO gateway.run: STOP for session agent:main:telegram:group:-1003707758328:20 — agent interrupted, session lock released
2026-07-15 14:39:11,943 INFO gateway.platforms.base: [Telegram] Sending command '/stop' response (41 chars) to -1003707758328
2026-07-15 14:39:25,506 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=asyncio_0:124941068400320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:39:25,510 INFO tui_gateway.ws: ws closed peer=127.0.0.1:57890 reason=client_disconnect(code=1001,reason=) messages=1 parse_errors=0 dispatch_crashes=0 send_failures=0 reaped_sessions=1 detached_sessions=0
2026-07-15 14:39:26,159 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7530 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:39:26,160 INFO [cron_476c036bd728_20260715_143710] agent.conversation_loop: API call #6: model=default provider=custom in=32428 out=503 total=32931 latency=23.1s cache=13824/32428 (43%)
2026-07-15 14:39:27,326 INFO [cron_476c036bd728_20260715_143710] agent.tool_executor: tool session_search completed (1.14s, 98897 chars)
2026-07-15 14:39:27,399 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7531 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:39:32,550 INFO tui_gateway.ws: ws accepted peer=127.0.0.1:46156
2026-07-15 14:39:34,735 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=Thread-46 (_build):124940263093952 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:39:34,904 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 14:39:35,644 INFO hermes_cli.web_server: pty accepted peer=127.0.0.1 mode=loopback cred=token
2026-07-15 14:39:38,015 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7529 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:39:38,025 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #2: model=default provider=custom in=82896 out=1197 total=84093 latency=37.9s cache=12800/82896 (15%)
2026-07-15 14:39:38,045 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.01s): {"success": false, "error": "Refusing background curator patch for skill 'git-brief': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, or skill
2026-07-15 14:39:38,116 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7532 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:39:44,657 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7531 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:39:44,660 INFO [cron_476c036bd728_20260715_143710] agent.conversation_loop: API call #7: model=default provider=custom in=62790 out=656 total=63446 latency=17.3s cache=30208/62790 (48%)
2026-07-15 14:39:44,711 INFO [cron_476c036bd728_20260715_143710] tools.web_tools: Web search via ddgs: 'Fulbright University Vietnam July 2026 controversy liberal arts mission scholarship FSPPM news' (limit: 10)
2026-07-15 14:39:44,833 INFO primp: response: https://en.wikipedia.org/w/api.php?action=opensearch&profile=fuzzy&limit=1&search=Fulbright%20University%20Vietnam%20July%202026%20controversy%20liberal%20arts%20mission%20scholarship%20FSPPM%20news 403
2026-07-15 14:39:45,101 INFO primp: response: https://grokipedia.com/api/typeahead?query=Fulbright+University+Vietnam+July+2026+controversy+liberal+arts+mission+scholarship+FSPPM+news&limit=1 502
2026-07-15 14:39:45,463 INFO primp: response: https://search.yahoo.com/search;_ylt=7r6apGWvOI6BQdXW2Eg049Qd;_ylu=QZZAr7GyHfv7035IvVyKULJHrM0yvknO5D8hfvUAFhXa61w?p=Fulbright+University+Vietnam+July+2026+controversy+liberal+arts+mission+scholarship+FSPPM+news 200
2026-07-15 14:39:46,877 INFO primp: response: https://www.startpage.com/sp/captcha/?bc=FR&bi=Contabo+GmbH&be=4f5ffb82487e3348c57813aa95795728&bds_t=1784119186Tff740934955f6c48744910d0f7e38959eb97d232c8b018f94fccdd784d63c55e&bds_s=dee34c9b129d4fe8affdcad98619ec14&bds_cq=&language=english&lui=english&t=device&cat=web&sc=pb8SDxdwMWVR4ccPZ3hHqIXPCZSzQ0O7RuludnbdzPq9NudniS59dfjCKjZqrng6yP03JUHg0Kf2DcySsd&cmd=gen_page 200
2026-07-15 14:39:47,344 INFO primp: response: https://www.startpage.com/sp/captcha/?bc=FR&bi=Contabo+GmbH&be=4f5ffb82487e3348c57813aa95795728&bds_t=1784119186Tff740934955f6c48744910d0f7e38959eb97d232c8b018f94fccdd784d63c55e&bds_s=7295fb951b1d4845b7d912443c1160ea&bds_cq=&qsr=en_US&t=device&language=english&qadf=moderate&abd=0&abe=0&segment=organic&sc=&abp=1&lui=english&query=Fulbright+University+Vietnam+July+2026+controversy+liberal+arts+mission+scholarship+FSPPM+news&cat=web&cmd=gen_page 200
2026-07-15 14:39:47,349 INFO ddgs.ddgs: Error in engine duckduckgo: AttributeError("module 'httpcore._sync' has no attribute 'http2'")
2026-07-15 14:39:47,644 INFO primp: response: https://www.google.com/sorry/index?continue=https://www.google.com/search%3Fq%3DFulbright%2BUniversity%2BVietnam%2BJuly%2B2026%2Bcontroversy%2Bliberal%2Barts%2Bmission%2Bscholarship%2BFSPPM%2Bnews%26filter%3D1%26start%3D0%26hl%3Den-US%26lr%3Dlang_en%26cr%3DcountryUS&hl=en-US&q=EgShYYMVGJP_3dIGIjA2BrynqQX_HixD1UtPIOu_rLkFfqNOipFrHzqcpiezQsxNMhem3oJIBqjofYVyS5syAnJSWgFD 429
2026-07-15 14:39:47,775 INFO primp: response: https://www.mojeek.com/search?q=Fulbright+University+Vietnam+July+2026+controversy+liberal+arts+mission+scholarship+FSPPM+news 200
2026-07-15 14:39:48,475 INFO primp: response: https://yandex.com/search/site/?text=Fulbright+University+Vietnam+July+2026+controversy+liberal+arts+mission+scholarship+FSPPM+news&web=1&searchid=6899397 200
2026-07-15 14:39:48,498 INFO [cron_476c036bd728_20260715_143710] plugins.web.ddgs.provider: DDGS search 'Fulbright University Vietnam July 2026 controversy liberal arts mission scholarship FSPPM news': 10 results (limit 10)
2026-07-15 14:39:48,500 INFO [cron_476c036bd728_20260715_143710] agent.tool_executor: tool web_search completed (3.80s, 4171 chars)
2026-07-15 14:39:48,598 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7533 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:40:02,275 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7532 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:40:02,279 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #3: model=default provider=custom in=83987 out=111 total=84098 latency=24.2s cache=80384/83987 (96%)
2026-07-15 14:40:02,545 INFO agent.tool_executor: tool skill_view failed (0.24s): {"success": false, "error": "File 'references/cron-chain.md' not found in skill 'git-brief'.", "available_files": {}, "hint": "Use one of the available file paths listed above"}
2026-07-15 14:40:02,599 INFO agent.tool_executor: tool skill_view completed (0.29s, 1977 chars)
2026-07-15 14:40:02,604 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_view returned error (0.24s): {"success": false, "error": "File 'references/cron-chain.md' not found in skill 'git-brief'.", "available_files": {}, "hint": "Use one of the available file paths listed above"}
2026-07-15 14:40:02,669 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7534 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:40:06,077 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7533 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:40:06,078 INFO [cron_476c036bd728_20260715_143710] agent.conversation_loop: API call #8: model=default provider=custom in=64022 out=571 total=64593 latency=17.5s cache=60416/64022 (94%)
2026-07-15 14:40:06,111 INFO [cron_476c036bd728_20260715_143710] tools.web_tools: Web search via ddgs: 'site:fulbright.edu.vn OR site:fsppm.fulbright.edu.vn OR site:vnexpress.net Fulbright Vietnam July 15 2026' (limit: 10)
2026-07-15 14:40:06,207 INFO primp: response: https://en.wikipedia.org/w/api.php?action=opensearch&profile=fuzzy&limit=1&search=site%3Afulbright.edu.vn%20OR%20site%3Afsppm.fulbright.edu.vn%20OR%20site%3Avnexpress.net%20Fulbright%20Vietnam%20July%2015%202026 403
2026-07-15 14:40:06,490 INFO primp: response: https://grokipedia.com/api/typeahead?query=site%3Afulbright.edu.vn+OR+site%3Afsppm.fulbright.edu.vn+OR+site%3Avnexpress.net+Fulbright+Vietnam+July+15+2026&limit=1 200
2026-07-15 14:40:06,830 INFO primp: response: https://yandex.com/search/site/?text=site%3Afulbright.edu.vn+OR+site%3Afsppm.fulbright.edu.vn+OR+site%3Avnexpress.net+Fulbright+Vietnam+July+15+2026&web=1&searchid=6901933 200
2026-07-15 14:40:07,041 INFO primp: response: https://search.brave.com/search?q=site%3Afulbright.edu.vn+OR+site%3Afsppm.fulbright.edu.vn+OR+site%3Avnexpress.net+Fulbright+Vietnam+July+15+2026&source=web 429
2026-07-15 14:40:07,925 INFO primp: response: https://www.startpage.com/sp/captcha/?bc=FR&bi=Contabo+GmbH&be=4f5ffb82487e3348c57813aa95795728&bds_t=1784119207Tc0bb7cdc8538b516eec2c108df2c2c915f94a006d03179bb600e57e72939fd68&bds_s=258395718def42bf9381cdd477f8307f&bds_cq=&language=english&lui=english&t=device&cat=web&sc=pb8SDxdwGhsjlWK0XMmfvIOre4nXv5dERoKtQIEASCQXC3toWTona6952dE7nRdbg1RKgEH5bAAdDwDSHj&cmd=gen_page 200
2026-07-15 14:40:08,387 INFO primp: response: https://www.startpage.com/sp/captcha/?bc=FR&bi=Contabo+GmbH&be=4f5ffb82487e3348c57813aa95795728&bds_t=1784119208Tdb27c0c4e142db7618249308a8e7a946f01894a937d1e56eaa1447a15b4931b6&bds_s=cc2c41099a324bba916da4c9bd01e2b8&bds_cq=&qsr=en_US&abp=1&abe=0&sc=&lui=english&t=device&qadf=moderate&segment=organic&abd=0&language=english&query=site%3Afulbright.edu.vn+OR+site%3Afsppm.fulbright.edu.vn+OR+site%3Avnexpress.net+Fulbright+Vietnam+July+15+2026&cat=web&cmd=gen_page 200
2026-07-15 14:40:08,607 INFO primp: response: https://search.yahoo.com/search;_ylt=vVzfINKNxq-mifT_wSFHGL5c;_ylu=_nvb_5j6Zw-sIURlQ5pB7p5vNhhlIoTrqFPcXYkqwYzYydg?p=site%3Afulbright.edu.vn+OR+site%3Afsppm.fulbright.edu.vn+OR+site%3Avnexpress.net+Fulbright+Vietnam+July+15+2026 200
2026-07-15 14:40:09,436 INFO primp: response: https://www.google.com/sorry/index?continue=https://www.google.com/search%3Fq%3Dsite%253Afulbright.edu.vn%2BOR%2Bsite%253Afsppm.fulbright.edu.vn%2BOR%2Bsite%253Avnexpress.net%2BFulbright%2BVietnam%2BJuly%2B15%2B2026%26filter%3D1%26start%3D0%26hl%3Den-US%26lr%3Dlang_en%26cr%3DcountryUS&hl=en-US&q=EgShYYMVGKn_3dIGIjDYorFyCWyaYxwJ3BgXyFbPg4XqVrU45lns6FX2U2Kzrhfp4TgW4ixkXIFq_g_S54gyAnJSWgFD 429
2026-07-15 14:40:09,571 INFO primp: response: https://www.mojeek.com/search?q=site%3Afulbright.edu.vn+OR+site%3Afsppm.fulbright.edu.vn+OR+site%3Avnexpress.net+Fulbright+Vietnam+July+15+2026 403
2026-07-15 14:40:09,575 INFO [cron_476c036bd728_20260715_143710] plugins.web.ddgs.provider: DDGS search 'site:fulbright.edu.vn OR site:fsppm.fulbright.edu.vn OR site:vnexpress.net Fulbright Vietnam July 15 2026': 7 results (limit 10)
2026-07-15 14:40:09,576 INFO [cron_476c036bd728_20260715_143710] agent.tool_executor: tool web_search completed (3.47s, 3061 chars)
2026-07-15 14:40:09,613 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7535 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:40:22,272 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7535 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:40:22,272 INFO [cron_476c036bd728_20260715_143710] agent.conversation_loop: API call #9: model=default provider=custom in=64844 out=557 total=65401 latency=12.7s cache=61952/64844 (96%)
2026-07-15 14:40:22,299 INFO [cron_476c036bd728_20260715_143710] tools.web_tools: Web search via ddgs: 'Fulbright Vietnam July 2026 controversy mission liberal arts interdisciplinary July 2026' (limit: 10)
2026-07-15 14:40:22,382 INFO primp: response: https://en.wikipedia.org/w/api.php?action=opensearch&profile=fuzzy&limit=1&search=Fulbright%20Vietnam%20July%202026%20controversy%20mission%20liberal%20arts%20interdisciplinary%20July%202026 403
2026-07-15 14:40:22,764 INFO primp: response: https://grokipedia.com/api/typeahead?query=Fulbright+Vietnam+July+2026+controversy+mission+liberal+arts+interdisciplinary+July+2026&limit=1 200
2026-07-15 14:40:23,240 INFO primp: response: https://yandex.com/search/site/?text=Fulbright+Vietnam+July+2026+controversy+mission+liberal+arts+interdisciplinary+July+2026&web=1&searchid=2464979 200
2026-07-15 14:40:23,253 INFO [cron_476c036bd728_20260715_143710] plugins.web.ddgs.provider: DDGS search 'Fulbright Vietnam July 2026 controversy mission liberal arts interdisciplinary July 2026': 10 results (limit 10)
2026-07-15 14:40:23,254 INFO [cron_476c036bd728_20260715_143710] agent.tool_executor: tool web_search completed (0.97s, 3835 chars)
2026-07-15 14:40:23,289 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7536 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:40:24,529 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7534 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:40:24,530 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #4: model=default provider=custom in=84751 out=1019 total=85770 latency=21.9s cache=81920/84751 (97%)
2026-07-15 14:40:24,541 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.01s): {"success": false, "error": "Refusing background curator patch for skill 'git-brief': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, or skill
2026-07-15 14:40:24,583 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7537 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:40:36,103 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7536 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:40:36,104 INFO [cron_476c036bd728_20260715_143710] agent.conversation_loop: API call #10: model=default provider=custom in=66026 out=340 total=66366 latency=12.8s cache=62464/66026 (95%)
2026-07-15 14:40:36,132 INFO [cron_476c036bd728_20260715_143710] tools.web_tools: Web search via ddgs: 'site:fulbright.edu.vn OR site:fsppm.fulbright.edu.vn Fulbright July 15 2026 July 16 2026 news controversy scholarship' (limit: 20)
2026-07-15 14:40:36,157 INFO ddgs.ddgs: Error in engine duckduckgo: AttributeError("module 'httpcore._sync' has no attribute 'http2'")
2026-07-15 14:40:36,216 INFO primp: response: https://en.wikipedia.org/w/api.php?action=opensearch&profile=fuzzy&limit=1&search=site%3Afulbright.edu.vn%20OR%20site%3Afsppm.fulbright.edu.vn%20Fulbright%20July%2015%202026%20July%2016%202026%20news%20controversy%20scholarship 403
2026-07-15 14:40:36,368 INFO primp: response: https://search.yahoo.com/search;_ylt=N-gYhFZRkdgogrryiBtROIBD;_ylu=b2gsUjltF96HtMJheDdDSZaCgzh2gSOgMGng8016_1vnQfY?p=site%3Afulbright.edu.vn+OR+site%3Afsppm.fulbright.edu.vn+Fulbright+July+15+2026+July+16+2026+news+controversy+scholarship 200
2026-07-15 14:40:36,443 INFO primp: response: https://grokipedia.com/api/typeahead?query=site%3Afulbright.edu.vn+OR+site%3Afsppm.fulbright.edu.vn+Fulbright+July+15+2026+July+16+2026+news+controversy+scholarship&limit=1 200
2026-07-15 14:40:37,105 INFO primp: response: https://www.startpage.com/sp/captcha/?bc=FR&bi=Contabo+GmbH&be=4f5ffb82487e3348c57813aa95795728&bds_t=1784119236T95240abea6b796a6bbfb17209aad193d35630dfcedd3ce6d4605a536af13f707&bds_s=8862016fd5c04b4dad31b1bb01c3cbe1&bds_cq=&language=english&lui=english&segment=startpage.opera&t=device&cat=web&sc=pb8SDxdwGUGkJC5ZvSpQe3VIPG8wnowiQt1RkOc7TBrdvvQ1miU9ATu77gGgh6tEi8GSQG8dyNU6A9zLCl&cmd=gen_page 200
2026-07-15 14:40:37,869 INFO primp: response: https://www.startpage.com/sp/captcha/?bc=FR&bi=Contabo+GmbH&be=4f5ffb82487e3348c57813aa95795728&bds_t=1784119237Tdf5baf1c59d893b8865722cdef47639ff7cb9fad6c22c1ef36c97bb8c0af701e&bds_s=a6b4436102774818af69f516eb2fdfb4&bds_cq=&abe=0&abd=0&lui=english&qadf=moderate&abp=1&qsr=en_US&language=english&t=device&sc=&segment=organic&query=site%3Afulbright.edu.vn+OR+site%3Afsppm.fulbright.edu.vn+Fulbright+July+15+2026+July+16+2026+news+controversy+scholarship&cat=web&cmd=gen_page 200
2026-07-15 14:40:37,997 INFO primp: response: https://www.mojeek.com/search?q=site%3Afulbright.edu.vn+OR+site%3Afsppm.fulbright.edu.vn+Fulbright+July+15+2026+July+16+2026+news+controversy+scholarship 403
2026-07-15 14:40:38,515 INFO primp: response: https://yandex.com/search/site/?text=site%3Afulbright.edu.vn+OR+site%3Afsppm.fulbright.edu.vn+Fulbright+July+15+2026+July+16+2026+news+controversy+scholarship&web=1&searchid=3620592 200
2026-07-15 14:40:38,943 INFO primp: response: https://www.google.com/sorry/index?continue=https://www.google.com/search%3Fq%3Dsite%253Afulbright.edu.vn%2BOR%2Bsite%253Afsppm.fulbright.edu.vn%2BFulbright%2BJuly%2B15%2B2026%2BJuly%2B16%2B2026%2Bnews%2Bcontroversy%2Bscholarship%26filter%3D1%26start%3D0%26hl%3Den-US%26lr%3Dlang_en%26cr%3DcountryUS&hl=en-US&q=EgShYYMVGMb_3dIGIjDZIhZYLfkt33nMo1ixq-NqL2_6T4NJ66pbkr-tx6CPXMhD4pVh43RMtdrGGOzTMg0yAnJSWgFD 429
2026-07-15 14:40:39,165 INFO primp: response: https://search.brave.com/search?q=site%3Afulbright.edu.vn+OR+site%3Afsppm.fulbright.edu.vn+Fulbright+July+15+2026+July+16+2026+news+controversy+scholarship&source=web 429
2026-07-15 14:40:39,183 INFO [cron_476c036bd728_20260715_143710] plugins.web.ddgs.provider: DDGS search 'site:fulbright.edu.vn OR site:fsppm.fulbright.edu.vn Fulbright July 15 2026 July 16 2026 news controversy scholarship': 11 results (limit 20)
2026-07-15 14:40:39,188 INFO [cron_476c036bd728_20260715_143710] agent.tool_executor: tool web_search completed (3.06s, 4522 chars)
2026-07-15 14:40:39,221 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7538 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:40:42,197 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7537 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:40:42,198 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #5: model=default provider=custom in=85857 out=788 total=86645 latency=17.6s cache=82432/85857 (96%)
2026-07-15 14:40:42,212 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.01s): {"success": false, "error": "Refusing background curator edit for skill 'git-brief': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, or skill_
2026-07-15 14:40:42,247 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7539 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:40:47,889 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7539 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:40:47,890 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #6: model=default provider=custom in=86763 out=196 total=86959 latency=5.7s cache=83456/86763 (96%)
2026-07-15 14:40:47,962 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.07s, 1977 chars)
2026-07-15 14:40:47,996 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7540 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:41:01,499 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7538 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:41:01,502 INFO [cron_476c036bd728_20260715_143710] agent.conversation_loop: API call #11: model=default provider=custom in=67258 out=1337 total=68595 latency=22.3s cache=63488/67258 (94%)
2026-07-15 14:41:01,551 INFO [cron_476c036bd728_20260715_143710] tools.web_tools: Web search via ddgs: 'site:fulbright.edu.vn "AI Institute’s Publications" Fulbright July 2026' (limit: 5)
2026-07-15 14:41:01,645 INFO primp: response: https://en.wikipedia.org/w/api.php?action=opensearch&profile=fuzzy&limit=1&search=site%3Afulbright.edu.vn%20%22AI%20Institute%E2%80%99s%20Publications%22%20Fulbright%20July%202026 403
2026-07-15 14:41:01,798 INFO primp: response: https://grokipedia.com/api/typeahead?query=site%3Afulbright.edu.vn+%22AI+Institute%E2%80%99s+Publications%22+Fulbright+July+2026&limit=1 200
2026-07-15 14:41:01,937 INFO primp: response: https://www.mojeek.com/search?q=site%3Afulbright.edu.vn+%22AI+Institute%E2%80%99s+Publications%22+Fulbright+July+2026 403
2026-07-15 14:41:02,426 INFO primp: response: https://search.brave.com/search?q=site%3Afulbright.edu.vn+%22AI+Institute%E2%80%99s+Publications%22+Fulbright+July+2026&source=web 429
2026-07-15 14:41:03,008 INFO primp: response: https://yandex.com/search/site/?text=site%3Afulbright.edu.vn+%22AI+Institute%E2%80%99s+Publications%22+Fulbright+July+2026&web=1&searchid=1912079 200
2026-07-15 14:41:03,018 INFO [cron_476c036bd728_20260715_143710] plugins.web.ddgs.provider: DDGS search 'site:fulbright.edu.vn "AI Institute’s Publications" Fulbright July 2026': 5 results (limit 5)
2026-07-15 14:41:03,019 INFO [cron_476c036bd728_20260715_143710] agent.tool_executor: tool web_search completed (1.48s, 1778 chars)
2026-07-15 14:41:03,061 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7541 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:41:04,949 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7540 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:41:04,951 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #7: model=default provider=custom in=87426 out=1018 total=88444 latency=17.0s cache=84480/87426 (97%)
2026-07-15 14:41:05,019 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.06s, 537 chars)
2026-07-15 14:41:05,101 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7542 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:41:15,624 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7542 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:41:15,625 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #8: model=default provider=custom in=88619 out=423 total=89042 latency=10.6s
2026-07-15 14:41:15,647 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.02s, 168 chars)
2026-07-15 14:41:15,688 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7543 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:41:19,803 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7541 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:41:19,804 INFO [cron_476c036bd728_20260715_143710] agent.conversation_loop: API call #12: model=default provider=custom in=67820 out=955 total=68775 latency=16.8s cache=65024/67820 (96%)
2026-07-15 14:41:19,832 INFO [cron_476c036bd728_20260715_143710] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=12/60 budget=12/60 tool_turns=11 last_msg_role=assistant response_len=8 session=cron_476c036bd728_20260715_143710
2026-07-15 14:41:19,839 INFO [20260714_114920_9d9d2d3b] cron.scheduler: Job 'Fulbright Brand Monitoring' completed successfully
2026-07-15 14:41:19,865 INFO [20260714_114920_9d9d2d3b] cron.scheduler: Job '476c036bd728': agent returned [SILENT] — skipping delivery
2026-07-15 14:41:19,866 INFO [20260714_114920_9d9d2d3b] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=hermes-gateway_1:135523347699392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:41:19,876 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool cronjob completed (249.01s, 773 chars)
2026-07-15 14:41:19,897 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=interrupted_by_user model=default api_calls=1/60 budget=1/60 tool_turns=25 last_msg_role=assistant response_len=0 session=20260714_114920_9d9d2d3b
2026-07-15 14:41:25,500 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7543 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:41:25,500 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #9: model=default provider=custom in=89099 out=250 total=89349 latency=9.8s cache=86528/89099 (97%)
2026-07-15 14:41:25,508 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=9/16 budget=9/16 tool_turns=62 last_msg_role=assistant response_len=994 session=20260710_094439_1cb443b1
2026-07-15 14:41:25,515 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:47:35,126 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (441 chars)
2026-07-15 14:47:35,142 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='Được rồi, bây giờ cronjob đã chạy, nó chỉ take time một xíu để respond thôi. Tuy' reply_to_id=20 reply_to_text=''
2026-07-15 14:47:35,347 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 14:47:35,506 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_0:135524911138496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:47:35,603 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 14:47:35,635 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=101 msg='[NN Vo] Được rồi, bây giờ cronjob đã chạy, nó chỉ take time một xíu để respond t...'
2026-07-15 14:47:35,690 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7544 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:47:47,161 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7544 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:47:47,162 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #1: model=default provider=custom in=65019 out=99 total=65118 latency=11.5s
2026-07-15 14:47:47,282 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool skill_view completed (0.10s, 4483 chars)
2026-07-15 14:47:47,326 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7545 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:48:07,161 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7545 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:48:07,161 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #2: model=default provider=custom in=65999 out=907 total=66906 latency=19.9s
2026-07-15 14:48:07,194 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=26 last_msg_role=assistant response_len=3206 session=20260714_114920_9d9d2d3b
2026-07-15 14:48:07,224 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=32.1s api_calls=2 response=3206 chars
2026-07-15 14:48:07,261 INFO gateway.platforms.base: [Telegram] Sending response (3206 chars) to -1003707758328
2026-07-15 14:49:20,337 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (133 chars)
2026-07-15 14:49:20,354 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='ok update prompt đi. Sau đó báo lại tôi, nếu chúng ta có 1 skill cụ thể về Socia' reply_to_id=20 reply_to_text=''
2026-07-15 14:49:20,533 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 14:49:20,617 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=105 msg='[NN Vo] ok update prompt đi. Sau đó báo lại tôi, nếu chúng ta có 1 skill cụ thể ...'
2026-07-15 14:49:20,682 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7546 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:49:35,491 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7546 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:49:35,493 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #3: model=default provider=custom in=66951 out=490 total=67441 latency=14.8s cache=62464/66951 (93%)
2026-07-15 14:49:35,530 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool cronjob completed (0.01s, 847 chars)
2026-07-15 14:49:35,568 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7547 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:49:56,927 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7547 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:49:56,929 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #4: model=default provider=custom in=73736 out=583 total=74319 latency=21.4s
2026-07-15 14:49:56,951 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=27 last_msg_role=assistant response_len=2097 session=20260714_114920_9d9d2d3b
2026-07-15 14:49:56,985 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=36.6s api_calls=2 response=2097 chars
2026-07-15 14:49:57,030 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:49:57,037 INFO gateway.platforms.base: [Telegram] Sending response (2097 chars) to -1003707758328
2026-07-15 14:49:57,112 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 14:49:57,140 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=109 msg='Review the conversation above and consider saving to memory if appropriate.  Foc...'
2026-07-15 14:49:57,179 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7548 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:49:59,748 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7548 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:49:59,749 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #1: model=default provider=custom in=74042 out=117 total=74159 latency=2.6s
2026-07-15 14:49:59,756 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool memory returned error (0.00s): {"success": false, "error": "After applying all 1 operations, memory would be at 2,621/2,200 chars -- over the limit. Remove or shorten more entries in the same batch (see current_entries below), then
2026-07-15 14:49:59,788 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7549 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:50:01,375 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7549 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:50:01,376 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #2: model=default provider=custom in=75029 out=137 total=75166 latency=1.6s cache=69055/75029 (92%)
2026-07-15 14:50:01,382 WARNING [20260714_114920_9d9d2d3b] agent.tool_executor: Tool memory returned error (0.00s): {"success": false, "error": "After applying all 2 operations, memory would be at 2,335/2,200 chars -- over the limit. Remove or shorten more entries in the same batch (see current_entries below), then
2026-07-15 14:50:01,430 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7550 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:50:02,752 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7550 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:50:02,753 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #3: model=default provider=custom in=76036 out=140 total=76176 latency=1.4s cache=69053/76036 (91%)
2026-07-15 14:50:02,781 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool memory completed (0.02s, 211 chars)
2026-07-15 14:50:02,842 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7551 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:50:04,446 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7551 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:50:04,449 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #4: model=default provider=custom in=76445 out=60 total=76505 latency=1.6s cache=69047/76445 (90%)
2026-07-15 14:50:04,455 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/16 budget=4/16 tool_turns=30 last_msg_role=assistant response_len=229 session=20260714_114920_9d9d2d3b
2026-07-15 14:50:04,460 INFO [20260714_114920_9d9d2d3b] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:51:26,221 INFO cron.scheduler: Running job 'Fulbright Brand Monitoring' (ID: 476c036bd728)
2026-07-15 14:51:26,222 INFO cron.scheduler: Prompt: [IMPORTANT: The user has invoked the "operate/brand-monitoring-automation" skill, indicating they wa
2026-07-15 14:51:26,341 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=cron-parallel_0:135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:51:26,472 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 14:51:26,522 INFO [cron_476c036bd728_20260715_145126] agent.turn_context: conversation turn: session=cron_476c036bd728_20260715_145126 model=default provider=custom platform=cron history=0 msg='[IMPORTANT: The user has invoked the "operate/brand-monitoring-automation" skill...'
2026-07-15 14:51:26,583 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7552 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:51:42,220 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7552 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:51:42,222 INFO [cron_476c036bd728_20260715_145126] agent.conversation_loop: API call #1: model=default provider=custom in=4570 out=537 total=5107 latency=15.7s
2026-07-15 14:51:42,275 INFO tools.web_tools: Web search via ddgs: '"Fulbright University Vietnam" crisis controversy "tranh luận" "phốt" "vấn đề"' (limit: 5)
2026-07-15 14:51:42,289 INFO tools.web_tools: Web search via ddgs: '"Fulbright University Vietnam" OR "FUV" OR "FSPPM" news site:vn OR "Đại học Fulbright Việt Nam" tin tức' (limit: 5)
2026-07-15 14:51:42,390 INFO primp: response: https://en.wikipedia.org/w/api.php?action=opensearch&profile=fuzzy&limit=1&search=%22Fulbright%20University%20Vietnam%22%20OR%20%22FUV%22%20OR%20%22FSPPM%22%20news%20site%3Avn%20OR%20%22%C4%90%E1%BA%A1i%20h%E1%BB%8Dc%20Fulbright%20Vi%E1%BB%87t%20Nam%22%20tin%20t%E1%BB%A9c 403
2026-07-15 14:51:42,391 INFO primp: response: https://en.wikipedia.org/w/api.php?action=opensearch&profile=fuzzy&limit=1&search=%22Fulbright%20University%20Vietnam%22%20crisis%20controversy%20%22tranh%20lu%E1%BA%ADn%22%20%22ph%E1%BB%91t%22%20%22v%E1%BA%A5n%20%C4%91%E1%BB%81%22 403
2026-07-15 14:51:42,708 INFO primp: response: https://grokipedia.com/api/typeahead?query=%22Fulbright+University+Vietnam%22+OR+%22FUV%22+OR+%22FSPPM%22+news+site%3Avn+OR+%22%C4%90%E1%BA%A1i+h%E1%BB%8Dc+Fulbright+Vi%E1%BB%87t+Nam%22+tin+t%E1%BB%A9c&limit=1 502
2026-07-15 14:51:42,732 INFO primp: response: https://grokipedia.com/api/typeahead?query=%22Fulbright+University+Vietnam%22+crisis+controversy+%22tranh+lu%E1%BA%ADn%22+%22ph%E1%BB%91t%22+%22v%E1%BA%A5n+%C4%91%E1%BB%81%22&limit=1 502
2026-07-15 14:51:42,952 INFO primp: response: https://search.brave.com/search?q=%22Fulbright+University+Vietnam%22+crisis+controversy+%22tranh+lu%E1%BA%ADn%22+%22ph%E1%BB%91t%22+%22v%E1%BA%A5n+%C4%91%E1%BB%81%22&source=web 429
2026-07-15 14:51:42,992 INFO primp: response: https://www.google.com/sorry/index?continue=https://www.google.com/search%3Fq%3D%2522Fulbright%2BUniversity%2BVietnam%2522%2BOR%2B%2522FUV%2522%2BOR%2B%2522FSPPM%2522%2Bnews%2Bsite%253Avn%2BOR%2B%2522%25C4%2590%25E1%25BA%25A1i%2Bh%25E1%25BB%258Dc%2BFulbright%2BVi%25E1%25BB%2587t%2BNam%2522%2Btin%2Bt%25E1%25BB%25A9c%26filter%3D1%26start%3D0%26hl%3Den-US%26lr%3Dlang_en%26cr%3DcountryUS&hl=en-US&q=EgShYYMVGN6E3tIGIjCvVt9ftITe-B5E0M4nkMgtpckUfY9fzV_-yWDuIz4rjFvD6xuw5qUkoagfJI3xZVEyAnJSWgFD 429
2026-07-15 14:51:43,358 INFO primp: response: https://www.google.com/sorry/index?continue=https://www.google.com/search%3Fq%3D%2522Fulbright%2BUniversity%2BVietnam%2522%2Bcrisis%2Bcontroversy%2B%2522tranh%2Blu%25E1%25BA%25ADn%2522%2B%2522ph%25E1%25BB%2591t%2522%2B%2522v%25E1%25BA%25A5n%2B%25C4%2591%25E1%25BB%2581%2522%26filter%3D1%26start%3D0%26hl%3Den-US%26lr%3Dlang_en%26cr%3DcountryUS&hl=en-US&q=EgShYYMVGN-E3tIGIjAz1_BzvE4Kb03jiYaIsRdI_qR120M2zvRfnm6ZLZMnR7471GpqAq95cosf-llSPA8yAnJSWgFD 429
2026-07-15 14:51:43,363 INFO ddgs.ddgs: Error in engine duckduckgo: AttributeError("module 'httpcore._sync' has no attribute 'http2'")
2026-07-15 14:51:43,406 INFO primp: response: https://yandex.com/search/site/?text=%22Fulbright+University+Vietnam%22+OR+%22FUV%22+OR+%22FSPPM%22+news+site%3Avn+OR+%22%C4%90%E1%BA%A1i+h%E1%BB%8Dc+Fulbright+Vi%E1%BB%87t+Nam%22+tin+t%E1%BB%A9c&web=1&searchid=6766665 200
2026-07-15 14:51:43,622 INFO primp: response: https://search.brave.com/search?q=%22Fulbright+University+Vietnam%22+OR+%22FUV%22+OR+%22FSPPM%22+news+site%3Avn+OR+%22%C4%90%E1%BA%A1i+h%E1%BB%8Dc+Fulbright+Vi%E1%BB%87t+Nam%22+tin+t%E1%BB%A9c&source=web 429
2026-07-15 14:51:43,781 INFO primp: response: https://www.mojeek.com/search?q=%22Fulbright+University+Vietnam%22+OR+%22FUV%22+OR+%22FSPPM%22+news+site%3Avn+OR+%22%C4%90%E1%BA%A1i+h%E1%BB%8Dc+Fulbright+Vi%E1%BB%87t+Nam%22+tin+t%E1%BB%A9c 403
2026-07-15 14:51:43,783 INFO ddgs.ddgs: Error in engine duckduckgo: AttributeError("module 'httpcore._sync' has no attribute 'http2'")
2026-07-15 14:51:43,862 INFO primp: response: https://yandex.com/search/site/?text=%22Fulbright+University+Vietnam%22+crisis+controversy+%22tranh+lu%E1%BA%ADn%22+%22ph%E1%BB%91t%22+%22v%E1%BA%A5n+%C4%91%E1%BB%81%22&web=1&searchid=6350848 200
2026-07-15 14:51:44,022 INFO primp: response: https://www.mojeek.com/search?q=%22Fulbright+University+Vietnam%22+crisis+controversy+%22tranh+lu%E1%BA%ADn%22+%22ph%E1%BB%91t%22+%22v%E1%BA%A5n+%C4%91%E1%BB%81%22 403
2026-07-15 14:51:44,217 INFO primp: response: https://search.yahoo.com/search;_ylt=tytAvvoOtcnAo-oZbHUUmid5;_ylu=_jnNMJ9dbayqkVF2VZUEPEZbdv7QFG1p6uuAGjd8OZwPPwg?p=%22Fulbright+University+Vietnam%22+crisis+controversy+%22tranh+lu%E1%BA%ADn%22+%22ph%E1%BB%91t%22+%22v%E1%BA%A5n+%C4%91%E1%BB%81%22 200
2026-07-15 14:51:44,574 INFO primp: response: https://www.startpage.com/sp/captcha/?bc=FR&bi=Contabo+GmbH&be=4f5ffb82487e3348c57813aa95795728&bds_t=1784119903T9dffce3c22d16bd51345fb259522da85a9f1218894ce3559dec715d7ba024960&bds_s=4c28470bd2b54c34a913d8ecc71ace30&bds_cq=&language=english&lui=english&t=device&cat=web&sc=pb8SDxdwJkcutIAHVW6eii6mhMXTfRvqAXv4oTVkkR0AM73my5LjCiIP2ewaQuH9W3TnkYjTpH5tgar8jX&cmd=gen_page 200
2026-07-15 14:51:44,718 INFO primp: response: https://www.startpage.com/sp/captcha/?bc=FR&bi=Contabo+GmbH&be=4f5ffb82487e3348c57813aa95795728&bds_t=1784119904T4c0741e5330549b39cbced61c1e29d18d0d79f9300dc758d03274f04fcf7d570&bds_s=53b4d01886fa4fcdbd73ea4b98c279d3&bds_cq=&language=english&lui=english&segment=startpage.opera&t=device&cat=web&sc=pb8SDxdwMuHeQ9GmNpdk3TX0ndtIsjQZQV3ZHUuzVGsxPrEGTbaav8jHFoHn69lUfArhhFaQSc4ctt9p0N&cmd=gen_page 200
2026-07-15 14:51:45,354 INFO primp: response: https://www.startpage.com/sp/captcha/?bc=FR&bi=Contabo+GmbH&be=4f5ffb82487e3348c57813aa95795728&bds_t=1784119904T4c0741e5330549b39cbced61c1e29d18d0d79f9300dc758d03274f04fcf7d570&bds_s=7997a20a2e734bfd95a67d5236f07364&bds_cq=&lui=english&abp=1&t=device&abd=0&qadf=moderate&qsr=en_US&segment=organic&abe=0&language=english&sc=&query=%22Fulbright+University+Vietnam%22+OR+%22FUV%22+OR+%22FSPPM%22+news+site%3Avn+OR+%22%C4%90%E1%BA%A1i+h%E1%BB%8Dc+Fulbright+Vi%E1%BB%87t+Nam%22+tin+t%E1%BB%A9c&cat=web&cmd=gen_page 200
2026-07-15 14:51:45,833 INFO primp: response: https://www.startpage.com/sp/captcha/?bc=FR&bi=Contabo+GmbH&be=4f5ffb82487e3348c57813aa95795728&bds_t=1784119905T6752a4d3aab67ad77f6787fee8455146e973a5e3ab146a0a92b4650287046613&bds_s=b46dc739042349a3885641885e30ce0f&bds_cq=&qsr=en_US&t=device&language=english&qadf=moderate&abd=0&abe=0&segment=organic&sc=&abp=1&lui=english&query=%22Fulbright+University+Vietnam%22+crisis+controversy+%22tranh+lu%E1%BA%ADn%22+%22ph%E1%BB%91t%22+%22v%E1%BA%A5n+%C4%91%E1%BB%81%22&cat=web&cmd=gen_page 200
2026-07-15 14:51:45,839 INFO primp: response: https://search.yahoo.com/search;_ylt=AjfYREEyjDVzdTbF5qcTNt9s;_ylu=dXym9HDg3KLMljGzrgjBDYRFhtwXe-kf0rXjp5qHA1Q0xG8?p=%22Fulbright+University+Vietnam%22+OR+%22FUV%22+OR+%22FSPPM%22+news+site%3Avn+OR+%22%C4%90%E1%BA%A1i+h%E1%BB%8Dc+Fulbright+Vi%E1%BB%87t+Nam%22+tin+t%E1%BB%A9c 200
2026-07-15 14:51:45,841 INFO plugins.web.ddgs.provider: DDGS search '"Fulbright University Vietnam" crisis controversy "tranh luận" "phốt" "vấn đề"': 2 results (limit 5)
2026-07-15 14:51:45,843 INFO agent.tool_executor: tool web_search completed (3.59s, 948 chars)
2026-07-15 14:51:46,369 INFO plugins.web.ddgs.provider: DDGS search '"Fulbright University Vietnam" OR "FUV" OR "FSPPM" news site:vn OR "Đại học Fulbright Việt Nam" tin tức': 5 results (limit 5)
2026-07-15 14:51:46,370 INFO agent.tool_executor: tool web_search completed (4.12s, 2543 chars)
2026-07-15 14:51:46,415 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7553 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:52:20,856 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7553 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:52:20,857 INFO [cron_476c036bd728_20260715_145126] agent.conversation_loop: API call #2: model=default provider=custom in=5738 out=258 total=5996 latency=34.5s
2026-07-15 14:52:20,898 INFO tools.web_tools: Extracting content from 1 URL(s)
2026-07-15 14:52:20,955 INFO tools.web_tools: Web search via ddgs: '"Fulbright Việt Nam" OR "Fulbright University Vietnam" OR "FUV" "2026" OR "bê bối" OR "tranh luận" OR "chỉ trích" OR "màu sắc" OR "cách mạng màu"' (limit: 5)
2026-07-15 14:52:21,063 INFO primp: response: https://en.wikipedia.org/w/api.php?action=opensearch&profile=fuzzy&limit=1&search=%22Fulbright%20Vi%E1%BB%87t%20Nam%22%20OR%20%22Fulbright%20University%20Vietnam%22%20OR%20%22FUV%22%20%222026%22%20OR%20%22b%C3%AA%20b%E1%BB%91i%22%20OR%20%22tranh%20lu%E1%BA%ADn%22%20OR%20%22ch%E1%BB%89%20tr%C3%ADch%22%20OR%20%22m%C3%A0u%20s%E1%BA%AFc%22%20OR%20%22c%C3%A1ch%20m%E1%BA%A1ng%20m%C3%A0u%22 403
2026-07-15 14:52:21,134 INFO agent.tool_executor: tool web_extract failed (0.24s): {"success": false, "error": "DuckDuckGo (ddgs) is a search-only backend and cannot extract URL content. Set web.extract_backend to firecrawl, tavily, exa, or parallel."}
2026-07-15 14:52:21,159 INFO primp: response: https://grokipedia.com/api/typeahead?query=%22Fulbright+Vi%E1%BB%87t+Nam%22+OR+%22Fulbright+University+Vietnam%22+OR+%22FUV%22+%222026%22+OR+%22b%C3%AA+b%E1%BB%91i%22+OR+%22tranh+lu%E1%BA%ADn%22+OR+%22ch%E1%BB%89+tr%C3%ADch%22+OR+%22m%C3%A0u+s%E1%BA%AFc%22+OR+%22c%C3%A1ch+m%E1%BA%A1ng+m%C3%A0u%22&limit=1 502
2026-07-15 14:52:21,381 INFO primp: response: https://search.yahoo.com/search;_ylt=0sighp6uGZ7zw65x3NlM-y0D;_ylu=SU0uWpbsb3LzXA0IxLWUxI29pDellhGhJiu1jqtSs9ZBYac?p=%22Fulbright+Vi%E1%BB%87t+Nam%22+OR+%22Fulbright+University+Vietnam%22+OR+%22FUV%22+%222026%22+OR+%22b%C3%AA+b%E1%BB%91i%22+OR+%22tranh+lu%E1%BA%ADn%22+OR+%22ch%E1%BB%89+tr%C3%ADch%22+OR+%22m%C3%A0u+s%E1%BA%AFc%22+OR+%22c%C3%A1ch+m%E1%BA%A1ng+m%C3%A0u%22 200
2026-07-15 14:52:22,088 INFO plugins.web.ddgs.provider: DDGS search '"Fulbright Việt Nam" OR "Fulbright University Vietnam" OR "FUV" "2026" OR "bê bối" OR "tranh luận" OR "chỉ trích" OR "màu sắc" OR "cách mạng màu"': 5 results (limit 5)
2026-07-15 14:52:22,089 INFO agent.tool_executor: tool web_search completed (1.19s, 2825 chars)
2026-07-15 14:52:22,091 WARNING [cron_476c036bd728_20260715_145126] agent.tool_executor: Tool web_extract returned error (0.24s): {"success": false, "error": "DuckDuckGo (ddgs) is a search-only backend and cannot extract URL content. Set web.extract_backend to firecrawl, tavily, exa, or parallel."}
2026-07-15 14:52:22,122 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7554 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:52:23,706 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7554 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:52:23,707 INFO [cron_476c036bd728_20260715_145126] agent.conversation_loop: API call #3: model=default provider=custom in=6851 out=260 total=7111 latency=1.6s
2026-07-15 14:52:23,742 INFO tools.web_tools: Web search via ddgs: 'site:thevietnamese.org "Fulbright University" OR "liberal education"' (limit: 5)
2026-07-15 14:52:23,747 INFO tools.web_tools: Web search via ddgs: '"Fulbright University" "liberal education" "controversy" 2026' (limit: 5)
2026-07-15 14:52:23,827 INFO primp: response: https://en.wikipedia.org/w/api.php?action=opensearch&profile=fuzzy&limit=1&search=site%3Athevietnamese.org%20%22Fulbright%20University%22%20OR%20%22liberal%20education%22 403
2026-07-15 14:52:23,836 INFO primp: response: https://en.wikipedia.org/w/api.php?action=opensearch&profile=fuzzy&limit=1&search=%22Fulbright%20University%22%20%22liberal%20education%22%20%22controversy%22%202026 403
2026-07-15 14:52:24,048 INFO primp: response: https://grokipedia.com/api/typeahead?query=%22Fulbright+University%22+%22liberal+education%22+%22controversy%22+2026&limit=1 502
2026-07-15 14:52:24,082 INFO primp: response: https://grokipedia.com/api/typeahead?query=site%3Athevietnamese.org+%22Fulbright+University%22+OR+%22liberal+education%22&limit=1 502
2026-07-15 14:52:24,211 INFO primp: response: https://www.mojeek.com/search?q=site%3Athevietnamese.org+%22Fulbright+University%22+OR+%22liberal+education%22 200
2026-07-15 14:52:24,259 INFO primp: response: https://search.yahoo.com/search;_ylt=PDOf-tOnYppCC3IFPI_06HEB;_ylu=TLhWWNtFT94kMqYsLr3YtyPNWQ-UAi9ciX7V0MLZc3oJ6P4?p=%22Fulbright+University%22+%22liberal+education%22+%22controversy%22+2026 200
2026-07-15 14:52:24,415 INFO primp: response: https://search.yahoo.com/search;_ylt=zXkqkagspFfIMZ37djRQiZ5g;_ylu=CV_4inW2mHwe2YBRA8Wp5U0zIm5-TJMEDEqxwz430FkKYHw?p=site%3Athevietnamese.org+%22Fulbright+University%22+OR+%22liberal+education%22 200
2026-07-15 14:52:24,856 INFO plugins.web.ddgs.provider: DDGS search '"Fulbright University" "liberal education" "controversy" 2026': 5 results (limit 5)
2026-07-15 14:52:24,857 INFO agent.tool_executor: tool web_search completed (1.13s, 2967 chars)
2026-07-15 14:52:25,125 INFO plugins.web.ddgs.provider: DDGS search 'site:thevietnamese.org "Fulbright University" OR "liberal education"': 5 results (limit 5)
2026-07-15 14:52:25,127 INFO agent.tool_executor: tool web_search completed (1.41s, 3034 chars)
2026-07-15 14:52:25,161 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7555 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:52:28,459 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7555 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:52:28,460 INFO [cron_476c036bd728_20260715_145126] agent.conversation_loop: API call #4: model=default provider=custom in=8646 out=318 total=8964 latency=3.3s cache=4012/8646 (46%)
2026-07-15 14:52:28,508 INFO tools.web_tools: Web search via ddgs: '"Fulbright University" "liberal arts" OR "liberal education" 2026 "Phan Châu Trinh"' (limit: 5)
2026-07-15 14:52:28,514 INFO tools.web_tools: Web search via ddgs: '"Fulbright" "cách mạng màu" site:vietnamnet.vn OR site:tuoitre.vn OR site:thanhnien.vn OR site:cand.com.vn OR site:qdnd.vn' (limit: 5)
2026-07-15 14:52:28,598 INFO primp: response: https://en.wikipedia.org/w/api.php?action=opensearch&profile=fuzzy&limit=1&search=%22Fulbright%20University%22%20%22liberal%20arts%22%20OR%20%22liberal%20education%22%202026%20%22Phan%20Ch%C3%A2u%20Trinh%22 403
2026-07-15 14:52:28,603 INFO primp: response: https://en.wikipedia.org/w/api.php?action=opensearch&profile=fuzzy&limit=1&search=%22Fulbright%22%20%22c%C3%A1ch%20m%E1%BA%A1ng%20m%C3%A0u%22%20site%3Avietnamnet.vn%20OR%20site%3Atuoitre.vn%20OR%20site%3Athanhnien.vn%20OR%20site%3Acand.com.vn%20OR%20site%3Aqdnd.vn 403
2026-07-15 14:52:28,678 INFO primp: response: https://grokipedia.com/api/typeahead?query=%22Fulbright+University%22+%22liberal+arts%22+OR+%22liberal+education%22+2026+%22Phan+Ch%C3%A2u+Trinh%22&limit=1 502
2026-07-15 14:52:28,886 INFO primp: response: https://grokipedia.com/api/typeahead?query=%22Fulbright%22+%22c%C3%A1ch+m%E1%BA%A1ng+m%C3%A0u%22+site%3Avietnamnet.vn+OR+site%3Atuoitre.vn+OR+site%3Athanhnien.vn+OR+site%3Acand.com.vn+OR+site%3Aqdnd.vn&limit=1 502
2026-07-15 14:52:28,897 INFO primp: response: https://search.yahoo.com/search;_ylt=NBGwRYU4FOey609v2TBExoB-;_ylu=ISz9HA9rY6GSsqt92Ih0DM_nrXw5DcQeXhUyvvJ7d1WbteI?p=%22Fulbright+University%22+%22liberal+arts%22+OR+%22liberal+education%22+2026+%22Phan+Ch%C3%A2u+Trinh%22 200
2026-07-15 14:52:29,116 INFO primp: response: https://search.yahoo.com/search;_ylt=YmI5JHg0uKDtqxmMxXqk4v6O;_ylu=toaXi-PlLIFTFwAcVRN_Po8yxZ1EUWHBs6bFo8r5mA_PT7U?p=%22Fulbright%22+%22c%C3%A1ch+m%E1%BA%A1ng+m%C3%A0u%22+site%3Avietnamnet.vn+OR+site%3Atuoitre.vn+OR+site%3Athanhnien.vn+OR+site%3Acand.com.vn+OR+site%3Aqdnd.vn 200
2026-07-15 14:52:29,411 INFO plugins.web.ddgs.provider: DDGS search '"Fulbright University" "liberal arts" OR "liberal education" 2026 "Phan Châu Trinh"': 5 results (limit 5)
2026-07-15 14:52:29,416 INFO agent.tool_executor: tool web_search completed (0.93s, 2885 chars)
2026-07-15 14:52:29,899 INFO primp: response: https://www.google.com/sorry/index?continue=https://www.google.com/search%3Fq%3D%2522Fulbright%2522%2B%2522c%25C3%25A1ch%2Bm%25E1%25BA%25A1ng%2Bm%25C3%25A0u%2522%2Bsite%253Avietnamnet.vn%2BOR%2Bsite%253Atuoitre.vn%2BOR%2Bsite%253Athanhnien.vn%2BOR%2Bsite%253Acand.com.vn%2BOR%2Bsite%253Aqdnd.vn%26filter%3D1%26start%3D0%26hl%3Den-US%26lr%3Dlang_en%26cr%3DcountryUS&hl=en-US&q=EgShYYMVGI2F3tIGIjDNg55NyFuLTh7E_ca8LJJS3P41Iqs4kaIQ0KWPUvQ9tIlnCC4QuyxZDbwrK-ofjgkyAnJSWgFD 429
2026-07-15 14:52:30,109 INFO primp: response: https://search.brave.com/search?q=%22Fulbright%22+%22c%C3%A1ch+m%E1%BA%A1ng+m%C3%A0u%22+site%3Avietnamnet.vn+OR+site%3Atuoitre.vn+OR+site%3Athanhnien.vn+OR+site%3Acand.com.vn+OR+site%3Aqdnd.vn&source=web 429
2026-07-15 14:52:30,876 INFO primp: response: https://www.startpage.com/sp/captcha/?bc=FR&bi=Contabo+GmbH&be=4f5ffb82487e3348c57813aa95795728&bds_t=1784119950T78a1a0b31cd61aab7d71bb480780bafce0ca3565ef75561e97110c4ba286e419&bds_s=f2ccf325d7d242baa32ae26401eb43ea&bds_cq=&language=english&lui=english&t=device&cat=web&sc=pb8SDxdwO3LUYTwYVzeV1D1RPy9aWL4F2bFyOARTRl6zz5DZqovP9OofDYjdky3TJNupi2PkWOsqYGIHLL&cmd=gen_page 200
2026-07-15 14:52:31,617 INFO primp: response: https://www.startpage.com/sp/captcha/?bc=FR&bi=Contabo+GmbH&be=4f5ffb82487e3348c57813aa95795728&bds_t=1784119950T78a1a0b31cd61aab7d71bb480780bafce0ca3565ef75561e97110c4ba286e419&bds_s=5e748687c9274a33b66d7bb0cf579564&bds_cq=&lui=english&abp=1&t=device&abd=0&qadf=moderate&qsr=en_US&segment=organic&abe=0&language=english&sc=&query=%22Fulbright%22+%22c%C3%A1ch+m%E1%BA%A1ng+m%C3%A0u%22+site%3Avietnamnet.vn+OR+site%3Atuoitre.vn+OR+site%3Athanhnien.vn+OR+site%3Acand.com.vn+OR+site%3Aqdnd.vn&cat=web&cmd=gen_page 200
2026-07-15 14:52:31,744 INFO primp: response: https://www.mojeek.com/search?q=%22Fulbright%22+%22c%C3%A1ch+m%E1%BA%A1ng+m%C3%A0u%22+site%3Avietnamnet.vn+OR+site%3Atuoitre.vn+OR+site%3Athanhnien.vn+OR+site%3Acand.com.vn+OR+site%3Aqdnd.vn 403
2026-07-15 14:52:32,105 INFO primp: response: https://yandex.com/search/site/?text=%22Fulbright%22+%22c%C3%A1ch+m%E1%BA%A1ng+m%C3%A0u%22+site%3Avietnamnet.vn+OR+site%3Atuoitre.vn+OR+site%3Athanhnien.vn+OR+site%3Acand.com.vn+OR+site%3Aqdnd.vn&web=1&searchid=4658074 200
2026-07-15 14:52:32,115 INFO ddgs.ddgs: Error in engine duckduckgo: AttributeError("module 'httpcore._sync' has no attribute 'http2'")
2026-07-15 14:52:32,117 WARNING plugins.web.ddgs.provider: DDGS search error: module 'httpcore._sync' has no attribute 'http2'
2026-07-15 14:52:32,117 INFO agent.tool_executor: tool web_search failed (3.63s): {
  "success": false,
  "error": "DuckDuckGo search failed: module 'httpcore._sync' has no attribute 'http2'"
}
2026-07-15 14:52:32,127 WARNING [cron_476c036bd728_20260715_145126] agent.tool_executor: Tool web_search returned error (3.63s): {
  "success": false,
  "error": "DuckDuckGo search failed: module 'httpcore._sync' has no attribute 'http2'"
}
2026-07-15 14:52:32,151 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7556 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:52:35,430 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7556 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:52:35,433 INFO [cron_476c036bd728_20260715_145126] agent.conversation_loop: API call #5: model=default provider=custom in=9694 out=139 total=9833 latency=3.3s cache=4043/9694 (42%)
2026-07-15 14:52:35,525 INFO tools.web_tools: Web search via ddgs: '"Fulbright" "cách mạng màu" 2024 OR 2025 OR 2026' (limit: 5)
2026-07-15 14:52:35,533 INFO tools.web_tools: Web search via ddgs: 'site:thevietnamese.org "Fulbright"' (limit: 5)
2026-07-15 14:52:35,622 INFO primp: response: https://en.wikipedia.org/w/api.php?action=opensearch&profile=fuzzy&limit=1&search=site%3Athevietnamese.org%20%22Fulbright%22 403
2026-07-15 14:52:35,624 INFO primp: response: https://en.wikipedia.org/w/api.php?action=opensearch&profile=fuzzy&limit=1&search=%22Fulbright%22%20%22c%C3%A1ch%20m%E1%BA%A1ng%20m%C3%A0u%22%202024%20OR%202025%20OR%202026 403
2026-07-15 14:52:35,692 INFO primp: response: https://grokipedia.com/api/typeahead?query=site%3Athevietnamese.org+%22Fulbright%22&limit=1 502
2026-07-15 14:52:35,703 INFO primp: response: https://grokipedia.com/api/typeahead?query=%22Fulbright%22+%22c%C3%A1ch+m%E1%BA%A1ng+m%C3%A0u%22+2024+OR+2025+OR+2026&limit=1 502
2026-07-15 14:52:35,827 INFO primp: response: https://www.mojeek.com/search?q=site%3Athevietnamese.org+%22Fulbright%22 200
2026-07-15 14:52:35,911 INFO primp: response: https://search.brave.com/search?q=%22Fulbright%22+%22c%C3%A1ch+m%E1%BA%A1ng+m%C3%A0u%22+2024+OR+2025+OR+2026&source=web 429
2026-07-15 14:52:36,140 INFO primp: response: https://search.yahoo.com/search;_ylt=8Ocg1ccAnV_Wjzmj5gBUBlRc;_ylu=gb1A064yuUdpjmnjVgGshz9Au4Wt7im0IV9QuQT-wnUngKw?p=%22Fulbright%22+%22c%C3%A1ch+m%E1%BA%A1ng+m%C3%A0u%22+2024+OR+2025+OR+2026 200
2026-07-15 14:52:36,620 INFO primp: response: https://www.startpage.com/sp/captcha/?bc=FR&bi=Contabo+GmbH&be=4f5ffb82487e3348c57813aa95795728&bds_t=1784119955T79dced660314a44a00d854d9c496e5fa9a4e326489428fbb352e18f63da8cc1f&bds_s=76cf5b312b024bdc88a9bfd395f88d84&bds_cq=&language=english&lui=english&t=device&cat=web&sc=pb8SDxdwDLKVgyVxk1KFfLWGFT1aQgiuP6aUtWHtQv3SWyyuBO2a1tcgD9l6Vzl4qdjRiZ33Adg7QLN6Il&cmd=gen_page 200
2026-07-15 14:52:37,387 INFO primp: response: https://www.startpage.com/sp/captcha/?bc=FR&bi=Contabo+GmbH&be=4f5ffb82487e3348c57813aa95795728&bds_t=1784119956Tf4e73361441945877810298f12a53b45166c419bf229597eb3104bd77c7e1f89&bds_s=748a953bf7e040869a68141c507fe27d&bds_cq=&qadf=moderate&segment=organic&sc=&qsr=en_US&language=english&lui=english&t=device&abe=0&abd=0&abp=1&query=site%3Athevietnamese.org+%22Fulbright%22&cat=web&cmd=gen_page 200
2026-07-15 14:52:37,583 INFO primp: response: https://search.yahoo.com/search;_ylt=4b70iso4Fhw9klz3moB2yMvo;_ylu=rwyM6bt6fQajSxRhkQCOMh19raKCF0RsLOvbxpbPKIXKjoY?p=site%3Athevietnamese.org+%22Fulbright%22 200
2026-07-15 14:52:37,711 INFO primp: response: https://www.startpage.com/sp/captcha/?bc=FR&bi=Contabo+GmbH&be=4f5ffb82487e3348c57813aa95795728&bds_t=1784119957T344e810f01cd678defa46e7ea9da1c1f4dfd4be0beb87aacdba82b787a37b9bf&bds_s=9accabd1725d4576aed2be1ea0d42184&bds_cq=&language=english&lui=english&t=device&cat=web&sc=665xzJlcgIcw2kIqsCZSnfa0EUdlzvTDUmHMoJLNmSbVPArvWxu60bemfSVmgmzFN2q3Nv8dZvbM7ATxj&cmd=gen_page 200
2026-07-15 14:52:38,024 INFO plugins.web.ddgs.provider: DDGS search 'site:thevietnamese.org "Fulbright"': 5 results (limit 5)
2026-07-15 14:52:38,025 INFO agent.tool_executor: tool web_search completed (2.52s, 2774 chars)
2026-07-15 14:52:38,447 INFO primp: response: https://www.startpage.com/sp/captcha/?bc=FR&bi=Contabo+GmbH&be=4f5ffb82487e3348c57813aa95795728&bds_t=1784119957T344e810f01cd678defa46e7ea9da1c1f4dfd4be0beb87aacdba82b787a37b9bf&bds_s=2338dad1cfdf41f88f870b6853664a91&bds_cq=&lui=english&qadf=moderate&segment=organic&language=english&t=device&abe=0&abp=1&sc=&qsr=en_US&abd=0&query=%22Fulbright%22+%22c%C3%A1ch+m%E1%BA%A1ng+m%C3%A0u%22+2024+OR+2025+OR+2026&cat=web&cmd=gen_page 200
2026-07-15 14:52:39,091 INFO primp: response: https://yandex.com/search/site/?text=%22Fulbright%22+%22c%C3%A1ch+m%E1%BA%A1ng+m%C3%A0u%22+2024+OR+2025+OR+2026&web=1&searchid=8307729 200
2026-07-15 14:52:39,113 INFO plugins.web.ddgs.provider: DDGS search '"Fulbright" "cách mạng màu" 2024 OR 2025 OR 2026': 5 results (limit 5)
2026-07-15 14:52:39,114 INFO agent.tool_executor: tool web_search completed (3.62s, 2356 chars)
2026-07-15 14:52:39,149 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7557 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:53:00,974 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Cached user document at /root/.hermes/cache/documents/doc_eb15a1419a9e_skill.md.md (text/markdown)
2026-07-15 14:53:00,985 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='[Content of skill.md.md]: # Social Listening  > Systematically monitor social me' reply_to_id=20 reply_to_text=''
2026-07-15 14:53:01,138 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 14:53:01,232 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=109 msg="[The user sent a text document: 'skill.md.md'. Its content has been included bel..."
2026-07-15 14:53:01,292 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7558 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:54:12,111 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7558 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:54:12,111 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #5: model=default provider=custom in=76999 out=4166 total=81165 latency=70.8s
2026-07-15 14:54:12,163 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool skill_manage completed (0.03s, 522 chars)
2026-07-15 14:54:12,198 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7559 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:54:14,391 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7557 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:54:14,392 INFO [cron_476c036bd728_20260715_145126] agent.conversation_loop: API call #6: model=default provider=custom in=11468 out=83 total=11551 latency=95.3s cache=4047/11468 (35%)
2026-07-15 14:54:14,435 INFO tools.web_tools: Web search via ddgs: '"VinUni" "liberal arts" OR "Nguyễn Thành Nam" 2026' (limit: 5)
2026-07-15 14:54:14,440 INFO tools.web_tools: Web search via ddgs: '"Phan Châu Trinh" "liberal arts" OR "giáo dục khai phóng" "Fulbright" OR "FUV" 2026' (limit: 5)
2026-07-15 14:54:14,518 INFO primp: response: https://en.wikipedia.org/w/api.php?action=opensearch&profile=fuzzy&limit=1&search=%22VinUni%22%20%22liberal%20arts%22%20OR%20%22Nguy%E1%BB%85n%20Th%C3%A0nh%20Nam%22%202026 403
2026-07-15 14:54:14,524 INFO primp: response: https://en.wikipedia.org/w/api.php?action=opensearch&profile=fuzzy&limit=1&search=%22Phan%20Ch%C3%A2u%20Trinh%22%20%22liberal%20arts%22%20OR%20%22gi%C3%A1o%20d%E1%BB%A5c%20khai%20ph%C3%B3ng%22%20%22Fulbright%22%20OR%20%22FUV%22%202026 403
2026-07-15 14:54:14,623 INFO primp: response: https://grokipedia.com/api/typeahead?query=%22Phan+Ch%C3%A2u+Trinh%22+%22liberal+arts%22+OR+%22gi%C3%A1o+d%E1%BB%A5c+khai+ph%C3%B3ng%22+%22Fulbright%22+OR+%22FUV%22+2026&limit=1 502
2026-07-15 14:54:14,625 INFO ddgs.ddgs: Error in engine duckduckgo: AttributeError("module 'httpcore._sync' has no attribute 'http2'")
2026-07-15 14:54:14,635 INFO primp: response: https://grokipedia.com/api/typeahead?query=%22VinUni%22+%22liberal+arts%22+OR+%22Nguy%E1%BB%85n+Th%C3%A0nh+Nam%22+2026&limit=1 502
2026-07-15 14:54:14,851 INFO primp: response: https://search.yahoo.com/search;_ylt=gZ5E7Wyk1Wdw42dK8CUj8Drg;_ylu=ogPBVTV-2gPiernXxHCkNtOiOpmNFoOOvZprK7nl5Kd48DU?p=%22VinUni%22+%22liberal+arts%22+OR+%22Nguy%E1%BB%85n+Th%C3%A0nh+Nam%22+2026 200
2026-07-15 14:54:14,997 INFO primp: response: https://www.google.com/sorry/index?continue=https://www.google.com/search%3Fq%3D%2522Phan%2BCh%25C3%25A2u%2BTrinh%2522%2B%2522liberal%2Barts%2522%2BOR%2B%2522gi%25C3%25A1o%2Bd%25E1%25BB%25A5c%2Bkhai%2Bph%25C3%25B3ng%2522%2B%2522Fulbright%2522%2BOR%2B%2522FUV%2522%2B2026%26filter%3D1%26start%3D0%26hl%3Den-US%26lr%3Dlang_en%26cr%3DcountryUS&hl=en-US&q=EgShYYMVGPaF3tIGIjD9IrDrFeT-Qr4TjfeUlmWNkj8SBDmbSsrQ7dV0S13aNW8LJWt4kS97YoRTHVIWEaAyAnJSWgFD 429
2026-07-15 14:54:15,191 INFO primp: response: https://search.yahoo.com/search;_ylt=Qt6b3S5KWdxd6jVqlmIdDss4;_ylu=iNPm7CyZ_52z6nYOQ1fI-Q4iPJUkUmkDLKjzfPP7-i6pmCQ?p=%22Phan+Ch%C3%A2u+Trinh%22+%22liberal+arts%22+OR+%22gi%C3%A1o+d%E1%BB%A5c+khai+ph%C3%B3ng%22+%22Fulbright%22+OR+%22FUV%22+2026 200
2026-07-15 14:54:15,630 INFO ddgs.ddgs: Error in engine duckduckgo: AttributeError("module 'httpcore._sync' has no attribute 'http2'")
2026-07-15 14:54:15,756 INFO primp: response: https://www.mojeek.com/search?q=%22VinUni%22+%22liberal+arts%22+OR+%22Nguy%E1%BB%85n+Th%C3%A0nh+Nam%22+2026 403
2026-07-15 14:54:15,928 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7559 (_call):135523389662912 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:54:15,929 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #6: model=default provider=custom in=79755 out=808 total=80563 latency=3.7s
2026-07-15 14:54:16,042 INFO primp: response: https://www.mojeek.com/search?q=%22Phan+Ch%C3%A2u+Trinh%22+%22liberal+arts%22+OR+%22gi%C3%A1o+d%E1%BB%A5c+khai+ph%C3%B3ng%22+%22Fulbright%22+OR+%22FUV%22+2026 403
2026-07-15 14:54:16,113 INFO primp: response: https://www.google.com/sorry/index?continue=https://www.google.com/search%3Fq%3D%2522VinUni%2522%2B%2522liberal%2Barts%2522%2BOR%2B%2522Nguy%25E1%25BB%2585n%2BTh%25C3%25A0nh%2BNam%2522%2B2026%26filter%3D1%26start%3D0%26hl%3Den-US%26lr%3Dlang_en%26cr%3DcountryUS&hl=en-US&q=EgShYYMVGPeF3tIGIjA4buBBQ5FH74GrSjr2KAwPlVw1eM4rGHwvIlb5Vc7ynVCfzZO2yiUhtgxL60bNBRwyAnJSWgFD 429
2026-07-15 14:54:16,163 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=28 last_msg_role=assistant response_len=2811 session=20260714_114920_9d9d2d3b
2026-07-15 14:54:16,198 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=75.2s api_calls=2 response=2811 chars
2026-07-15 14:54:16,247 INFO gateway.platforms.base: [Telegram] Sending response (2811 chars) to -1003707758328
2026-07-15 14:54:16,272 INFO primp: response: https://www.startpage.com/sp/captcha/?bc=FR&bi=Contabo+GmbH&be=4f5ffb82487e3348c57813aa95795728&bds_t=1784120056T5afa051b512048981001b06eb13efcfb7155a54498bf62a78215b738b85a730d&bds_s=5fbe1b273362471fb3e44c94809b0226&bds_cq=&language=english&lui=english&segment=startpage.opera&t=device&cat=web&sc=665xzJlchmIbuu1ykVO22kWjUxyJyUfqCRDUlC7xuxD8HfsF8M0vGgLHFivq13yqfSmdOpAblLp0gLrnT&cmd=gen_page 200
2026-07-15 14:54:16,593 INFO primp: response: https://www.startpage.com/sp/captcha/?bc=FR&bi=Contabo+GmbH&be=4f5ffb82487e3348c57813aa95795728&bds_t=1784120056T5afa051b512048981001b06eb13efcfb7155a54498bf62a78215b738b85a730d&bds_s=8054610684e74f5da9087be935f3388f&bds_cq=&language=english&lui=english&t=device&cat=web&sc=pb8SDxdwDJuEJkFr1BIKDjXcxxWgjMVI5GjGrYiSOgE6DVxy1mfWSYoNrSVWyXR86nM1h7qTAtr4fD1uZT&cmd=gen_page 200
2026-07-15 14:54:17,097 INFO primp: response: https://www.startpage.com/sp/captcha/?bc=FR&bi=Contabo+GmbH&be=4f5ffb82487e3348c57813aa95795728&bds_t=1784120056T5afa051b512048981001b06eb13efcfb7155a54498bf62a78215b738b85a730d&bds_s=d14a64556012445a8c873b240ffbdb80&bds_cq=&sc=&segment=organic&language=english&abe=0&abp=1&lui=english&abd=0&t=device&qsr=en_US&qadf=moderate&query=%22VinUni%22+%22liberal+arts%22+OR+%22Nguy%E1%BB%85n+Th%C3%A0nh+Nam%22+2026&cat=web&cmd=gen_page 200
2026-07-15 14:54:17,310 INFO primp: response: https://search.brave.com/search?q=%22VinUni%22+%22liberal+arts%22+OR+%22Nguy%E1%BB%85n+Th%C3%A0nh+Nam%22+2026&source=web 429
2026-07-15 14:54:17,328 INFO primp: response: https://www.startpage.com/sp/captcha/?bc=FR&bi=Contabo+GmbH&be=4f5ffb82487e3348c57813aa95795728&bds_t=1784120056T5afa051b512048981001b06eb13efcfb7155a54498bf62a78215b738b85a730d&bds_s=75a2d453895848898242c0604bdadc7b&bds_cq=&t=device&abp=1&abd=0&abe=0&qsr=en_US&lui=english&sc=&segment=organic&qadf=moderate&language=english&query=%22Phan+Ch%C3%A2u+Trinh%22+%22liberal+arts%22+OR+%22gi%C3%A1o+d%E1%BB%A5c+khai+ph%C3%B3ng%22+%22Fulbright%22+OR+%22FUV%22+2026&cat=web&cmd=gen_page 200
2026-07-15 14:54:17,796 INFO primp: response: https://yandex.com/search/site/?text=%22VinUni%22+%22liberal+arts%22+OR+%22Nguy%E1%BB%85n+Th%C3%A0nh+Nam%22+2026&web=1&searchid=8132838 200
2026-07-15 14:54:17,804 WARNING plugins.web.ddgs.provider: DDGS search error: module 'httpcore._sync' has no attribute 'http2'
2026-07-15 14:54:17,805 INFO agent.tool_executor: tool web_search failed (3.39s): {
  "success": false,
  "error": "DuckDuckGo search failed: module 'httpcore._sync' has no attribute 'http2'"
}
2026-07-15 14:54:17,888 INFO primp: response: https://yandex.com/search/site/?text=%22Phan+Ch%C3%A2u+Trinh%22+%22liberal+arts%22+OR+%22gi%C3%A1o+d%E1%BB%A5c+khai+ph%C3%B3ng%22+%22Fulbright%22+OR+%22FUV%22+2026&web=1&searchid=8190369 200
2026-07-15 14:54:18,094 INFO primp: response: https://search.brave.com/search?q=%22Phan+Ch%C3%A2u+Trinh%22+%22liberal+arts%22+OR+%22gi%C3%A1o+d%E1%BB%A5c+khai+ph%C3%B3ng%22+%22Fulbright%22+OR+%22FUV%22+2026&source=web 429
2026-07-15 14:54:18,109 WARNING plugins.web.ddgs.provider: DDGS search error: module 'httpcore._sync' has no attribute 'http2'
2026-07-15 14:54:18,110 INFO agent.tool_executor: tool web_search failed (3.70s): {
  "success": false,
  "error": "DuckDuckGo search failed: module 'httpcore._sync' has no attribute 'http2'"
}
2026-07-15 14:54:18,112 WARNING [cron_476c036bd728_20260715_145126] agent.tool_executor: Tool web_search returned error (3.39s): {
  "success": false,
  "error": "DuckDuckGo search failed: module 'httpcore._sync' has no attribute 'http2'"
}
2026-07-15 14:54:18,120 WARNING [cron_476c036bd728_20260715_145126] agent.tool_executor: Tool web_search returned error (3.70s): {
  "success": false,
  "error": "DuckDuckGo search failed: module 'httpcore._sync' has no attribute 'http2'"
}
2026-07-15 14:54:18,143 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7560 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:54:50,419 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7560 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:54:50,420 INFO [cron_476c036bd728_20260715_145126] agent.conversation_loop: API call #7: model=default provider=custom in=11803 out=61 total=11864 latency=32.3s
2026-07-15 14:54:50,472 INFO tools.web_tools: Web search via ddgs: '"VinUni" "Nguyễn Thành Nam" 2026' (limit: 5)
2026-07-15 14:54:50,477 INFO tools.web_tools: Web search via ddgs: '"giáo dục khai phóng" "Fulbright" 2026' (limit: 5)
2026-07-15 14:54:50,565 INFO primp: response: https://en.wikipedia.org/w/api.php?action=opensearch&profile=fuzzy&limit=1&search=%22VinUni%22%20%22Nguy%E1%BB%85n%20Th%C3%A0nh%20Nam%22%202026 403
2026-07-15 14:54:50,575 INFO primp: response: https://en.wikipedia.org/w/api.php?action=opensearch&profile=fuzzy&limit=1&search=%22gi%C3%A1o%20d%E1%BB%A5c%20khai%20ph%C3%B3ng%22%20%22Fulbright%22%202026 403
2026-07-15 14:54:50,857 INFO primp: response: https://grokipedia.com/api/typeahead?query=%22VinUni%22+%22Nguy%E1%BB%85n+Th%C3%A0nh+Nam%22+2026&limit=1 200
2026-07-15 14:54:50,863 INFO primp: response: https://grokipedia.com/api/typeahead?query=%22gi%C3%A1o+d%E1%BB%A5c+khai+ph%C3%B3ng%22+%22Fulbright%22+2026&limit=1 200
2026-07-15 14:54:51,079 INFO primp: response: https://search.yahoo.com/search;_ylt=6Ct6uSeK3Y50cytj5TnPvIG2;_ylu=wG3tSwkbahpIx0S4QY5JbopAOdia7IgCWHKkUnw8bDEowEQ?p=%22VinUni%22+%22Nguy%E1%BB%85n+Th%C3%A0nh+Nam%22+2026 200
2026-07-15 14:54:51,362 INFO primp: response: https://www.google.com/sorry/index?continue=https://www.google.com/search%3Fq%3D%2522gi%25C3%25A1o%2Bd%25E1%25BB%25A5c%2Bkhai%2Bph%25C3%25B3ng%2522%2B%2522Fulbright%2522%2B2026%26filter%3D1%26start%3D0%26hl%3Den-US%26lr%3Dlang_en%26cr%3DcountryUS&hl=en-US&q=EgShYYMVGJqG3tIGIjAkoByX_-93SpX5ewvdxVFZY6WYsrn9P_a2bdFkyW3aScYQbGSRzL4XguWlNJ3ww5kyAnJSWgFD 429
2026-07-15 14:54:51,365 INFO ddgs.ddgs: Error in engine duckduckgo: AttributeError("module 'httpcore._sync' has no attribute 'http2'")
2026-07-15 14:54:51,485 INFO primp: response: https://www.mojeek.com/search?q=%22gi%C3%A1o+d%E1%BB%A5c+khai+ph%C3%B3ng%22+%22Fulbright%22+2026 403
2026-07-15 14:54:51,713 INFO primp: response: https://search.brave.com/search?q=%22gi%C3%A1o+d%E1%BB%A5c+khai+ph%C3%B3ng%22+%22Fulbright%22+2026&source=web 429
2026-07-15 14:54:52,257 INFO primp: response: https://yandex.com/search/site/?text=%22VinUni%22+%22Nguy%E1%BB%85n+Th%C3%A0nh+Nam%22+2026&web=1&searchid=8733077 200
2026-07-15 14:54:52,282 INFO plugins.web.ddgs.provider: DDGS search '"VinUni" "Nguyễn Thành Nam" 2026': 5 results (limit 5)
2026-07-15 14:54:52,282 INFO agent.tool_executor: tool web_search completed (1.84s, 2097 chars)
2026-07-15 14:54:52,480 INFO primp: response: https://www.startpage.com/sp/captcha/?bc=FR&bi=Contabo+GmbH&be=4f5ffb82487e3348c57813aa95795728&bds_t=1784120091Tafb5b63c51d29be3587ee2b04ec3687ac20180a71c6a772e6002278f0b02af04&bds_s=3fe3646db2604362b29cc132b29dfff0&bds_cq=&language=english&lui=english&t=device&cat=web&sc=665xzJlch3Id8uzqNg8lXatJL7Ef6QnS1cqmzNUIhXsEQtr9yJerUZNWEuSMxivk0Sznds99atgKS73iJ&cmd=gen_page 200
2026-07-15 14:54:53,221 INFO primp: response: https://www.startpage.com/sp/captcha/?bc=FR&bi=Contabo+GmbH&be=4f5ffb82487e3348c57813aa95795728&bds_t=1784120092T07d91036f37dfc94a884ca93a85f6ad613ec26d6f5a998c937b9bb2df94a8ae4&bds_s=9a6e8a0f3a3d456d8c9e78626a8f5603&bds_cq=&abp=1&sc=&qadf=moderate&segment=organic&t=device&abe=0&abd=0&language=english&lui=english&qsr=en_US&query=%22gi%C3%A1o+d%E1%BB%A5c+khai+ph%C3%B3ng%22+%22Fulbright%22+2026&cat=web&cmd=gen_page 200
2026-07-15 14:54:53,451 INFO primp: response: https://search.yahoo.com/search;_ylt=VbcFsN55kmMgLJdX9svUg103;_ylu=gNBXJs3FupkF2rT1hGxyc0yCSnFdeg5si7OWiNtocEIwn4k?p=%22gi%C3%A1o+d%E1%BB%A5c+khai+ph%C3%B3ng%22+%22Fulbright%22+2026 200
2026-07-15 14:54:53,909 INFO plugins.web.ddgs.provider: DDGS search '"giáo dục khai phóng" "Fulbright" 2026': 5 results (limit 5)
2026-07-15 14:54:53,910 INFO agent.tool_executor: tool web_search completed (3.47s, 2525 chars)
2026-07-15 14:54:53,941 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7561 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:55:26,117 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7561 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:55:26,119 INFO [cron_476c036bd728_20260715_145126] agent.conversation_loop: API call #8: model=default provider=custom in=13630 out=47 total=13677 latency=32.2s
2026-07-15 14:55:26,150 INFO [cron_476c036bd728_20260715_145126] tools.web_tools: Web search via ddgs: '"Fulbright" "cách mạng màu" "Thanh Nien" OR "Tuoi Tre" OR "VTV" 2026' (limit: 5)
2026-07-15 14:55:26,229 INFO primp: response: https://en.wikipedia.org/w/api.php?action=opensearch&profile=fuzzy&limit=1&search=%22Fulbright%22%20%22c%C3%A1ch%20m%E1%BA%A1ng%20m%C3%A0u%22%20%22Thanh%20Nien%22%20OR%20%22Tuoi%20Tre%22%20OR%20%22VTV%22%202026 403
2026-07-15 14:55:26,352 INFO primp: response: https://grokipedia.com/api/typeahead?query=%22Fulbright%22+%22c%C3%A1ch+m%E1%BA%A1ng+m%C3%A0u%22+%22Thanh+Nien%22+OR+%22Tuoi+Tre%22+OR+%22VTV%22+2026&limit=1 502
2026-07-15 14:55:26,716 INFO primp: response: https://search.yahoo.com/search;_ylt=TKPg8kLPzzz11XFZh7KfiQ4J;_ylu=__nyH4f5xxAL9yh2Xq3Pj16NFopAfG_DqK_fSJhBCgJjudk?p=%22Fulbright%22+%22c%C3%A1ch+m%E1%BA%A1ng+m%C3%A0u%22+%22Thanh+Nien%22+OR+%22Tuoi+Tre%22+OR+%22VTV%22+2026 200
2026-07-15 14:55:27,332 INFO [cron_476c036bd728_20260715_145126] plugins.web.ddgs.provider: DDGS search '"Fulbright" "cách mạng màu" "Thanh Nien" OR "Tuoi Tre" OR "VTV" 2026': 5 results (limit 5)
2026-07-15 14:55:27,333 INFO [cron_476c036bd728_20260715_145126] agent.tool_executor: tool web_search completed (1.19s, 2378 chars)
2026-07-15 14:55:27,361 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7562 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:56:01,540 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7562 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:56:01,542 INFO [cron_476c036bd728_20260715_145126] agent.conversation_loop: API call #9: model=default provider=custom in=14626 out=48 total=14674 latency=34.2s cache=8097/14626 (55%)
2026-07-15 14:56:01,587 INFO [cron_476c036bd728_20260715_145126] tools.web_tools: Web search via ddgs: '"khai phóng" "Fulbright" OR "VinUni" 2026 "Bộ Giáo dục" OR "chinhphu.vn"' (limit: 5)
2026-07-15 14:56:01,694 INFO primp: response: https://en.wikipedia.org/w/api.php?action=opensearch&profile=fuzzy&limit=1&search=%22khai%20ph%C3%B3ng%22%20%22Fulbright%22%20OR%20%22VinUni%22%202026%20%22B%E1%BB%99%20Gi%C3%A1o%20d%E1%BB%A5c%22%20OR%20%22chinhphu.vn%22 403
2026-07-15 14:56:01,865 INFO primp: response: https://grokipedia.com/api/typeahead?query=%22khai+ph%C3%B3ng%22+%22Fulbright%22+OR+%22VinUni%22+2026+%22B%E1%BB%99+Gi%C3%A1o+d%E1%BB%A5c%22+OR+%22chinhphu.vn%22&limit=1 200
2026-07-15 14:56:02,006 INFO primp: response: https://www.mojeek.com/search?q=%22khai+ph%C3%B3ng%22+%22Fulbright%22+OR+%22VinUni%22+2026+%22B%E1%BB%99+Gi%C3%A1o+d%E1%BB%A5c%22+OR+%22chinhphu.vn%22 403
2026-07-15 14:56:02,616 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (542 chars)
2026-07-15 14:56:02,639 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='Tại sao ko làm option 3? vì tôi thấy kỹ năng topic news digest mặc định cho ra k' reply_to_id=20 reply_to_text=''
2026-07-15 14:56:02,778 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 14:56:02,815 INFO primp: response: https://www.startpage.com/sp/captcha/?bc=FR&bi=Contabo+GmbH&be=4f5ffb82487e3348c57813aa95795728&bds_t=1784120162T2531f894592ea97474f4b214ef913d1d7546303e454f42a1d4e4e159649700f6&bds_s=58587662e78c4d879b9c195715f36a1b&bds_cq=&language=english&lui=english&t=device&cat=web&sc=pb8SDxdwDLyJ7wNjlS6krAYasCsErK4IJYG4tdxqtIdNjuFKdEYQw7tUVnBgd6oNVAKe2LSaiymIjCrEbb&cmd=gen_page 200
2026-07-15 14:56:02,935 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=113 msg='[NN Vo] Tại sao ko làm option 3? vì tôi thấy kỹ năng topic news digest mặc định ...'
2026-07-15 14:56:03,003 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7563 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:56:03,354 INFO primp: response: https://www.startpage.com/sp/captcha/?bc=FR&bi=Contabo+GmbH&be=4f5ffb82487e3348c57813aa95795728&bds_t=1784120162T2531f894592ea97474f4b214ef913d1d7546303e454f42a1d4e4e159649700f6&bds_s=e5665130322847a8b149508c566f8b87&bds_cq=&abe=0&qadf=moderate&abd=0&qsr=en_US&lui=english&t=device&segment=organic&sc=&abp=1&language=english&query=%22khai+ph%C3%B3ng%22+%22Fulbright%22+OR+%22VinUni%22+2026+%22B%E1%BB%99+Gi%C3%A1o+d%E1%BB%A5c%22+OR+%22chinhphu.vn%22&cat=web&cmd=gen_page 200
2026-07-15 14:56:04,409 INFO primp: response: https://www.google.com/sorry/index?continue=https://www.google.com/search%3Fq%3D%2522khai%2Bph%25C3%25B3ng%2522%2B%2522Fulbright%2522%2BOR%2B%2522VinUni%2522%2B2026%2B%2522B%25E1%25BB%2599%2BGi%25C3%25A1o%2Bd%25E1%25BB%25A5c%2522%2BOR%2B%2522chinhphu.vn%2522%26filter%3D1%26start%3D0%26hl%3Den-US%26lr%3Dlang_en%26cr%3DcountryUS&hl=en-US&q=EgShYYMVGOOG3tIGIjC7RIpHbXSUNc_kY-udAdCnCGOGjzHxsaETK5Rl_bLCOVkWfsFFUwjSA4buydTw8WoyAnJSWgFD 429
2026-07-15 14:56:04,718 INFO primp: response: https://search.yahoo.com/search;_ylt=Sspfe7jCkB5v-CLHXIrdz_V_;_ylu=Ub-TuDRaZRUUoMRN8rGEwYTSXJ23H8ZNRZhzFJFjlniaDF0?p=%22khai+ph%C3%B3ng%22+%22Fulbright%22+OR+%22VinUni%22+2026+%22B%E1%BB%99+Gi%C3%A1o+d%E1%BB%A5c%22+OR+%22chinhphu.vn%22 200
2026-07-15 14:56:05,231 INFO [cron_476c036bd728_20260715_145126] plugins.web.ddgs.provider: DDGS search '"khai phóng" "Fulbright" OR "VinUni" 2026 "Bộ Giáo dục" OR "chinhphu.vn"': 5 results (limit 5)
2026-07-15 14:56:05,232 INFO [cron_476c036bd728_20260715_145126] agent.tool_executor: tool web_search completed (3.66s, 2024 chars)
2026-07-15 14:56:05,263 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7564 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:56:38,558 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7564 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:56:38,559 INFO [cron_476c036bd728_20260715_145126] agent.conversation_loop: API call #10: model=default provider=custom in=14436 out=692 total=15128 latency=33.3s
2026-07-15 14:56:38,596 INFO [cron_476c036bd728_20260715_145126] tools.web_tools: Web search via ddgs: 'FSPPM Fulbright University Vietnam news 2026 site:fulbright.edu.vn OR site:fspm? OR "Fulbright School of Public Policy" OR "FSPPM"' (limit: 10)
2026-07-15 14:56:38,692 INFO primp: response: https://en.wikipedia.org/w/api.php?action=opensearch&profile=fuzzy&limit=1&search=FSPPM%20Fulbright%20University%20Vietnam%20news%202026%20site%3Afulbright.edu.vn%20OR%20site%3Afspm%3F%20OR%20%22Fulbright%20School%20of%20Public%20Policy%22%20OR%20%22FSPPM%22 403
2026-07-15 14:56:38,808 INFO primp: response: https://grokipedia.com/api/typeahead?query=FSPPM+Fulbright+University+Vietnam+news+2026+site%3Afulbright.edu.vn+OR+site%3Afspm%3F+OR+%22Fulbright+School+of+Public+Policy%22+OR+%22FSPPM%22&limit=1 502
2026-07-15 14:56:38,949 INFO primp: response: https://www.mojeek.com/search?q=FSPPM+Fulbright+University+Vietnam+news+2026+site%3Afulbright.edu.vn+OR+site%3Afspm%3F+OR+%22Fulbright+School+of+Public+Policy%22+OR+%22FSPPM%22 200
2026-07-15 14:56:39,316 INFO primp: response: https://www.startpage.com/sp/captcha/?bc=FR&bi=Contabo+GmbH&be=4f5ffb82487e3348c57813aa95795728&bds_t=1784120199Te6c3748c2129952b3c7630675a6aae65633d03e44c3462aa1c66dfa3690e9a3a&bds_s=07f2e0694bf0467898ca3f4e0cb3e552&bds_cq=&language=english&lui=english&t=device&cat=web&sc=665xzJlcgpr43BIx9PtTMu0rSaJRcVFaAjqz3uxiejekzuX7Oc0osfWj1mdCal4fJf3ekkO80XRkGLYlf&cmd=gen_page 200
2026-07-15 14:56:40,094 INFO primp: response: https://www.startpage.com/sp/captcha/?bc=FR&bi=Contabo+GmbH&be=4f5ffb82487e3348c57813aa95795728&bds_t=1784120199Te6c3748c2129952b3c7630675a6aae65633d03e44c3462aa1c66dfa3690e9a3a&bds_s=2fbf571e6c6f4f2aa743e4afb429ecd9&bds_cq=&abd=0&sc=&t=device&segment=organic&abp=1&qsr=en_US&qadf=moderate&abe=0&language=english&lui=english&query=FSPPM+Fulbright+University+Vietnam+news+2026+site%3Afulbright.edu.vn+OR+site%3Afspm%3F+OR+%22Fulbright+School+of+Public+Policy%22+OR+%22FSPPM%22&cat=web&cmd=gen_page 200
2026-07-15 14:56:40,101 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7563 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:56:40,104 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #7: model=default provider=custom in=80727 out=1754 total=82481 latency=37.1s cache=73155/80727 (91%)
2026-07-15 14:56:40,138 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=28 last_msg_role=assistant response_len=2088 session=20260714_114920_9d9d2d3b
2026-07-15 14:56:40,189 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=37.6s api_calls=1 response=2088 chars
2026-07-15 14:56:40,235 INFO gateway.platforms.base: [Telegram] Sending response (2088 chars) to -1003707758328
2026-07-15 14:56:40,484 INFO primp: response: https://yandex.com/search/site/?text=FSPPM+Fulbright+University+Vietnam+news+2026+site%3Afulbright.edu.vn+OR+site%3Afspm%3F+OR+%22Fulbright+School+of+Public+Policy%22+OR+%22FSPPM%22&web=1&searchid=6854812 200
2026-07-15 14:56:40,488 INFO ddgs.ddgs: Error in engine duckduckgo: AttributeError("module 'httpcore._sync' has no attribute 'http2'")
2026-07-15 14:56:40,694 INFO primp: response: https://search.yahoo.com/search;_ylt=0yyLh_tD0CirJw2EsH4Z0xJk;_ylu=ANkTiBpX9KSMcXThBXXrJVnEOCsKDgSvH5FqnuyNO1JB068?p=FSPPM+Fulbright+University+Vietnam+news+2026+site%3Afulbright.edu.vn+OR+site%3Afspm%3F+OR+%22Fulbright+School+of+Public+Policy%22+OR+%22FSPPM%22 200
2026-07-15 14:56:42,116 INFO primp: response: https://search.brave.com/search?q=FSPPM+Fulbright+University+Vietnam+news+2026+site%3Afulbright.edu.vn+OR+site%3Afspm%3F+OR+%22Fulbright+School+of+Public+Policy%22+OR+%22FSPPM%22&source=web 200
2026-07-15 14:56:42,142 INFO [cron_476c036bd728_20260715_145126] plugins.web.ddgs.provider: DDGS search 'FSPPM Fulbright University Vietnam news 2026 site:fulbright.edu.vn OR site:fspm? OR "Fulbright School of Public Policy" OR "FSPPM"': 10 results (limit 10)
2026-07-15 14:56:42,143 INFO [cron_476c036bd728_20260715_145126] agent.tool_executor: tool web_search completed (3.56s, 5632 chars)
2026-07-15 14:56:42,256 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7565 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:57:36,998 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7565 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 14:57:37,002 INFO [cron_476c036bd728_20260715_145126] agent.conversation_loop: API call #11: model=default provider=custom in=15841 out=2638 total=18479 latency=54.8s cache=12288/15841 (78%)
2026-07-15 14:57:37,096 INFO [cron_476c036bd728_20260715_145126] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=11/60 budget=11/60 tool_turns=10 last_msg_role=assistant response_len=1991 session=cron_476c036bd728_20260715_145126
2026-07-15 14:57:37,102 INFO cron.scheduler: Job 'Fulbright Brand Monitoring' completed successfully
2026-07-15 14:57:37,849 INFO cron.scheduler: Job '476c036bd728': delivered to telegram:-1003707758328 via live adapter
2026-07-15 14:57:37,851 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=cron-parallel_0:135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 15:06:26,773 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (46 chars)
2026-07-15 15:06:26,793 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='vậy tại sao lại ko dồn vào 1 cron job duy nhất' reply_to_id=20 reply_to_text=''
2026-07-15 15:06:26,982 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 15:06:27,062 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=115 msg='[NN Vo] vậy tại sao lại ko dồn vào 1 cron job duy nhất'
2026-07-15 15:06:27,133 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7566 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 15:07:08,834 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7566 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 15:07:08,836 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #8: model=default provider=custom in=75390 out=1031 total=76421 latency=41.7s
2026-07-15 15:07:08,871 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=28 last_msg_role=assistant response_len=1732 session=20260714_114920_9d9d2d3b
2026-07-15 15:07:08,918 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=42.1s api_calls=1 response=1732 chars
2026-07-15 15:07:08,967 INFO gateway.platforms.base: [Telegram] Sending response (1732 chars) to -1003707758328
2026-07-15 15:21:40,984 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=asyncio_2:124940742268608 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 15:21:40,989 INFO tui_gateway.ws: ws closed peer=127.0.0.1:46156 reason=client_disconnect(code=1001,reason=) messages=1 parse_errors=0 dispatch_crashes=0 send_failures=0 reaped_sessions=1 detached_sessions=0
2026-07-15 15:21:49,595 INFO tui_gateway.ws: ws accepted peer=127.0.0.1:48048
2026-07-15 15:21:51,062 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=Thread-52 (_build):124939449394880 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 15:21:51,253 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 15:21:52,456 INFO hermes_cli.web_server: pty accepted peer=127.0.0.1 mode=loopback cred=token
2026-07-15 16:15:09,478 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:20 (252 chars)
2026-07-15 16:15:09,497 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='đúng, sửa lại thành single cron job mode kế thợp skill social listening, và viết' reply_to_id=20 reply_to_text=''
2026-07-15 16:15:09,767 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 16:15:09,854 INFO [20260714_114920_9d9d2d3b] agent.turn_context: conversation turn: session=20260714_114920_9d9d2d3b model=default provider=custom platform=telegram history=117 msg='[NN Vo] đúng, sửa lại thành single cron job mode kế thợp skill social listening,...'
2026-07-15 16:15:09,943 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7567 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 16:15:18,436 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='[/learn] The user wants you to learn a reusable skill from the request below, an' reply_to_id=18 reply_to_text=''
2026-07-15 16:15:18,638 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 16:15:18,735 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=142 msg='[NN Vo] [/learn] The user wants you to learn a reusable skill from the request b...'
2026-07-15 16:15:18,813 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7568 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 16:15:23,237 INFO gateway.run: Invalidated run generation for agent:main:telegram:group:-1003707758328:18 → 67 (stop_command)
2026-07-15 16:15:23,244 INFO run_agent: OpenAI client closed (cache_evict, shared=True, tcp_force_closed=0) thread=agent-evict-agent:main:telegram:grou:135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 16:15:23,250 INFO gateway.run: STOP for session agent:main:telegram:group:-1003707758328:18 — agent interrupted, session lock released
2026-07-15 16:15:23,253 INFO gateway.platforms.base: [Telegram] Sending command '/stop' response (41 chars) to -1003707758328
2026-07-15 16:15:23,315 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client aborted (stream_interrupt_abort, shared=False, tcp_force_closed=0, deferred_close=stranger_thread) thread=hermes-gateway_0:135524911138496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 16:15:23,318 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=interrupted_during_api_call model=default api_calls=1/60 budget=1/60 tool_turns=54 last_msg_role=user response_len=65 session=20260710_094439_1cb443b1
2026-07-15 16:15:23,334 INFO gateway.run: Discarding stale agent result for agent:main:telegram:group:-1003707758328:18 — generation 66 is no longer current
2026-07-15 16:15:26,680 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='[/learn] The user wants you to learn a reusable skill from the request below, an' reply_to_id=18 reply_to_text=''
2026-07-15 16:15:26,839 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 16:15:27,024 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_2:135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 16:15:27,180 INFO [20260710_094439_1cb443b1] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 16:15:27,214 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=143 msg='[NN Vo] [/learn] The user wants you to learn a reusable skill from the request b...'
2026-07-15 16:15:27,295 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260710_094439_1cb443b1)
2026-07-15 16:15:27,354 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7569 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 16:15:45,350 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7568 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 16:15:48,815 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7569 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 16:15:48,818 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1: model=default provider=custom in=79635 out=421 total=80056 latency=21.5s
2026-07-15 16:15:48,883 INFO [20260710_094439_1cb443b1] tools.browser_tool: Created local browser session h_07f6e476f3 for task 20260710_094439_1cb443b1
2026-07-15 16:15:53,941 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool browser_navigate completed (5.09s, 8750 chars)
2026-07-15 16:15:54,021 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7570 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 16:16:10,024 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7570 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 16:16:10,025 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #2: model=default provider=custom in=81827 out=56 total=81883 latency=16.0s cache=77312/81827 (94%)
2026-07-15 16:16:11,507 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool browser_snapshot completed (1.46s, 8435 chars)
2026-07-15 16:16:11,551 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7571 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 16:16:16,042 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7571 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 16:16:16,044 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #3: model=default provider=custom in=83875 out=92 total=83967 latency=4.5s cache=79360/83875 (95%)
2026-07-15 16:16:17,358 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool browser_console completed (1.27s, 13699 chars)
2026-07-15 16:16:17,436 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7572 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 16:16:39,225 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7567 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 16:16:39,229 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #9: model=default provider=custom in=76008 out=2866 total=78874 latency=89.3s
2026-07-15 16:16:39,284 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool skill_manage completed (0.02s, 594 chars)
2026-07-15 16:16:39,326 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7573 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 16:17:00,746 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7573 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 16:17:00,751 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #10: model=default provider=custom in=76853 out=598 total=77451 latency=21.4s cache=12800/76853 (17%)
2026-07-15 16:17:00,829 INFO [20260714_114920_9d9d2d3b] agent.tool_executor: tool cronjob completed (0.03s, 843 chars)
2026-07-15 16:17:00,908 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7574 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 16:17:13,116 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7574 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 16:17:13,119 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: API call #11: model=default provider=custom in=77729 out=399 total=78128 latency=12.2s cache=74752/77729 (96%)
2026-07-15 16:17:13,173 INFO [20260714_114920_9d9d2d3b] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=3/60 tool_turns=30 last_msg_role=assistant response_len=1407 session=20260714_114920_9d9d2d3b
2026-07-15 16:17:13,210 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=123.7s api_calls=3 response=1407 chars
2026-07-15 16:17:13,317 INFO gateway.platforms.base: [Telegram] Sending response (1407 chars) to -1003707758328
2026-07-15 16:17:14,210 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7572 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 16:17:14,213 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #4: model=default provider=custom in=87273 out=3892 total=91165 latency=56.8s cache=81408/87273 (93%)
2026-07-15 16:17:14,511 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.26s, 469 chars)
2026-07-15 16:17:14,568 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7575 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 16:17:21,145 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7575 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 16:17:21,148 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #5: model=default provider=custom in=88954 out=57 total=89011 latency=6.6s cache=84992/88954 (96%)
2026-07-15 16:17:24,320 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=5/60 budget=5/60 tool_turns=58 last_msg_role=assistant response_len=252 session=20260710_094439_1cb443b1
2026-07-15 16:17:24,335 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=117.7s api_calls=5 response=252 chars
2026-07-15 16:17:24,385 INFO gateway.platforms.base: [Telegram] Sending response (252 chars) to -1003707758328
2026-07-15 16:20:30,769 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (97 chars)
2026-07-15 16:20:30,788 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='chúng ta có thể làm ggif với skill mới này, use case cụ thể dựa trên những gì đã' reply_to_id=18 reply_to_text=''
2026-07-15 16:20:31,060 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 16:20:31,164 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=153 msg='[NN Vo] chúng ta có thể làm ggif với skill mới này, use case cụ thể dựa trên nhữ...'
2026-07-15 16:20:31,188 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260710_094439_1cb443b1)
2026-07-15 16:20:31,230 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7576 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 16:20:59,074 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7576 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 16:20:59,077 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #6: model=default provider=custom in=89047 out=1513 total=90560 latency=27.9s cache=86528/89047 (97%)
2026-07-15 16:20:59,110 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=58 last_msg_role=assistant response_len=4284 session=20260710_094439_1cb443b1
2026-07-15 16:20:59,139 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=28.4s api_calls=1 response=4284 chars
2026-07-15 16:20:59,186 INFO gateway.platforms.base: [Telegram] Sending response (4284 chars) to -1003707758328
2026-07-15 16:24:53,268 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (208 chars)
2026-07-15 16:24:53,288 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='ví dụ tôi muốn kiểm tra brand "Fulbright University, hoặc FUV, hoặc chương trình' reply_to_id=18 reply_to_text=''
2026-07-15 16:24:53,474 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 16:24:53,566 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=155 msg='[NN Vo] ví dụ tôi muốn kiểm tra brand "Fulbright University, hoặc FUV, hoặc chươ...'
2026-07-15 16:24:53,632 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260710_094439_1cb443b1)
2026-07-15 16:24:53,684 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7577 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 16:25:33,320 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7577 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 16:25:33,322 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #7: model=default provider=custom in=90355 out=1091 total=91446 latency=39.7s cache=86528/90355 (96%)
2026-07-15 16:25:33,412 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=58 last_msg_role=assistant response_len=2314 session=20260710_094439_1cb443b1
2026-07-15 16:25:33,454 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=40.2s api_calls=1 response=2314 chars
2026-07-15 16:25:33,503 INFO gateway.platforms.base: [Telegram] Sending response (2314 chars) to -1003707758328
2026-07-15 16:27:49,750 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (46 chars)
2026-07-15 16:27:49,767 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='cứ chạy case fulbright theo đúng skill này xem' reply_to_id=18 reply_to_text=''
2026-07-15 16:27:49,921 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 16:27:50,000 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=157 msg='[NN Vo] cứ chạy case fulbright theo đúng skill này xem'
2026-07-15 16:27:50,029 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260710_094439_1cb443b1)
2026-07-15 16:27:50,073 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7578 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 16:28:22,363 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7578 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 16:28:22,364 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #8: model=default provider=custom in=91038 out=1450 total=92488 latency=32.3s cache=88064/91038 (97%)
2026-07-15 16:28:34,041 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool terminal returned error (11.64s): {"output": "QUERY: \"Fulbright University\" OR FUV OR FSPPM OR \"Fulbright School of Public Policy and Management\" OR \"Fulbright economics\"\nSTATUS: 429\nTraceback (most recent call last):\n  File 
2026-07-15 16:28:35,463 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool terminal returned error (0.40s): {"output": "Traceback (most recent call last):\n  File \"/usr/local/lib/hermes-agent/venv/lib/python3.11/site-packages/requests/models.py\", line 978, in json\n    return complexjson.loads(self.text, 
2026-07-15 16:28:38,270 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (1.79s, 860 chars)
2026-07-15 16:28:38,321 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7582 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 16:28:49,172 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7582 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 16:28:49,174 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #9: model=default provider=custom in=93153 out=116 total=93269 latency=10.9s
2026-07-15 16:28:49,299 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.10s, 6404 chars)
2026-07-15 16:28:49,355 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7583 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 16:29:03,944 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7583 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 16:29:03,945 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #10: model=default provider=custom in=94873 out=403 total=95276 latency=14.6s
2026-07-15 16:29:03,994 INFO [20260710_094439_1cb443b1] tools.browser_tool: Created local browser session h_f7bee80828 for task 20260710_094439_1cb443b1
2026-07-15 16:29:07,949 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool browser_navigate completed (3.98s, 689 chars)
2026-07-15 16:29:10,173 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool browser_navigate returned error (1.22s): {"success": false, "error": "Navigation failed: net::ERR_NAME_NOT_RESOLVED"}
2026-07-15 16:29:14,002 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool browser_navigate completed (2.81s, 206 chars)
2026-07-15 16:29:14,049 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7584 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 16:29:26,109 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7584 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 16:29:26,109 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #11: model=default provider=custom in=95569 out=249 total=95818 latency=12.1s cache=90624/95569 (95%)
2026-07-15 16:29:26,239 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.10s, 10930 chars)
2026-07-15 16:29:26,286 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7585 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 16:29:33,865 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7585 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 16:29:33,866 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #12: model=default provider=custom in=108103 out=381 total=108484 latency=7.6s
2026-07-15 16:29:35,527 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=5/60 budget=5/60 tool_turns=62 last_msg_role=assistant response_len=1299 session=20260710_094439_1cb443b1
2026-07-15 16:29:35,559 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=105.8s api_calls=5 response=1299 chars
2026-07-15 16:29:35,606 INFO gateway.platforms.base: [Telegram] Sending response (1299 chars) to -1003707758328
2026-07-15 16:35:56,425 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (257 chars)
2026-07-15 16:35:56,449 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='lạ nhỉ, skills hermes hướng dẫn mà lại ko làm được à, việc “cố gắng tạo ra” bản ' reply_to_id=18 reply_to_text=''
2026-07-15 16:35:56,683 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 16:35:56,800 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=171 msg='[NN Vo] lạ nhỉ, skills hermes hướng dẫn mà lại ko làm được à, việc “cố gắng tạo ...'
2026-07-15 16:35:56,824 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260710_094439_1cb443b1)
2026-07-15 16:35:56,866 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7586 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 16:36:08,419 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7586 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 16:36:08,420 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #13: model=default provider=custom in=108561 out=384 total=108945 latency=11.6s cache=105219/108561 (97%)
2026-07-15 16:36:08,449 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=62 last_msg_role=assistant response_len=1865 session=20260710_094439_1cb443b1
2026-07-15 16:36:08,507 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=12.1s api_calls=1 response=1865 chars
2026-07-15 16:36:08,550 INFO gateway.platforms.base: [Telegram] Sending response (1865 chars) to -1003707758328
2026-07-15 16:37:19,871 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (102 chars)
2026-07-15 16:37:19,891 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='ok làm đi, final là 1 markdown gile hoàn chỉnh lưu ở folder research nhé, gửi tô' reply_to_id=18 reply_to_text=''
2026-07-15 16:37:20,015 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 16:37:20,093 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=173 msg='[NN Vo] ok làm đi, final là 1 markdown gile hoàn chỉnh lưu ở folder research nhé...'
2026-07-15 16:37:20,114 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260710_094439_1cb443b1)
2026-07-15 16:37:20,161 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7587 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 16:38:46,407 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7587 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 16:38:46,411 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #14: model=default provider=custom in=105831 out=317 total=106148 latency=86.3s cache=4065/105831 (4%)
2026-07-15 16:38:47,446 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (1.00s, 45 chars)
2026-07-15 16:38:47,515 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7589 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 16:38:49,545 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7589 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 16:38:49,547 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #15: model=default provider=custom in=106356 out=288 total=106644 latency=2.1s cache=101630/106356 (96%)
2026-07-15 16:38:49,915 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool execute_code returned error (0.34s): {"status": "error", "output": "\n--- stderr ---\nTraceback (most recent call last):\n  File \"/tmp/hermes_sandbox_jwl0dphw/script.py\", line 5, in <module>\n    root = ET.fromstring(xml_data)\n       
2026-07-15 16:38:49,973 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7597 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 16:38:51,796 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7597 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 16:38:51,798 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #16: model=default provider=custom in=107189 out=268 total=107457 latency=1.8s cache=101627/107189 (95%)
2026-07-15 16:38:51,870 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.05s, 50519 chars)
2026-07-15 16:38:51,974 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7599 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 16:39:21,623 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7599 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 16:39:21,624 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #17: model=default provider=custom in=137064 out=432 total=137496 latency=29.7s
2026-07-15 16:39:21,645 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/60 budget=3/60 tool_turns=65 last_msg_role=assistant response_len=1446 session=20260710_094439_1cb443b1
2026-07-15 16:39:21,667 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=121.8s api_calls=4 response=1446 chars
2026-07-15 16:39:21,708 INFO gateway.platforms.base: [Telegram] Sending response (1446 chars) to -1003707758328
2026-07-15 16:48:10,126 INFO gateway.run: Image cache cleanup: removed 1 stale file(s)
2026-07-15 16:56:55,592 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (18 chars)
2026-07-15 16:56:55,616 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='url file not found' reply_to_id=18 reply_to_text=''
2026-07-15 16:56:55,894 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 16:56:56,000 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=181 msg='[NN Vo] url file not found'
2026-07-15 16:56:56,039 INFO [20260710_094439_1cb443b1] agent.turn_context: Preflight compression: ~132,234 tokens >= 128,000 threshold (model default, ctx 256,000)
2026-07-15 16:56:56,069 INFO [20260710_094439_1cb443b1] agent.auxiliary_client: Auxiliary auto-detect: using main provider custom (default)
2026-07-15 16:56:56,160 INFO [20260710_094439_1cb443b1] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1/ — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 16:56:56,162 INFO [20260710_094439_1cb443b1] agent.conversation_compression: context compression started: session=20260710_094439_1cb443b1 messages=182 tokens=~132,234 model=default focus=None
2026-07-15 16:56:56,212 INFO [20260710_094439_1cb443b1] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-15 16:57:56,446 INFO [20260710_094439_1cb443b1] agent.conversation_compression: context compression done: session=20260710_094439_1cb443b1 messages=182->68 rough_tokens=~70,645 awaiting_real_usage=true
2026-07-15 16:57:56,468 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260710_094439_1cb443b1)
2026-07-15 16:57:56,532 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7600 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 16:58:01,476 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7600 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 16:58:01,478 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #18: model=default provider=custom in=78209 out=312 total=78521 latency=5.0s
2026-07-15 16:58:01,709 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool read_file returned error (0.21s): {"content": "", "total_lines": 0, "file_size": 0, "truncated": false, "is_binary": false, "is_image": false, "error": "File not found: /opt/ai-os/products/ceo/content/research/fulbright_osint_report.m
2026-07-15 16:58:01,785 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7603 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 16:58:43,952 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7603 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 16:58:43,954 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #19: model=default provider=custom in=78212 out=1797 total=80009 latency=42.2s
2026-07-15 16:58:44,090 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool execute_code returned error (0.11s): {"status": "error", "output": "SUCCESS: Ghi file report thành công.\n\n--- stderr ---\nTraceback (most recent call last):\n  File \"/tmp/hermes_sandbox_1m9gv5sr/script.py\", line 97, in <module>\n    
2026-07-15 16:58:44,123 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7607 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 16:58:46,033 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7607 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 16:58:46,035 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #20: model=default provider=custom in=80174 out=82 total=80256 latency=1.9s
2026-07-15 16:58:46,083 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.03s, 152 chars)
2026-07-15 16:58:46,125 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7609 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 16:59:09,787 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7609 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 16:59:09,788 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #21: model=default provider=custom in=106707 out=224 total=106931 latency=23.7s
2026-07-15 16:59:09,920 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool read_file completed (0.10s, 7282 chars)
2026-07-15 16:59:09,963 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7614 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 17:02:53,464 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7614 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 17:02:53,467 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #22: model=default provider=custom in=111203 out=6945 total=118148 latency=223.5s
2026-07-15 17:02:53,791 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool write_file completed (0.21s, 292 chars)
2026-07-15 17:02:53,844 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7621 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 17:02:56,149 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7621 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 17:02:56,150 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #23: model=default provider=custom in=88690 out=172 total=88862 latency=2.3s cache=77429/88690 (87%)
2026-07-15 17:02:56,176 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=6/60 budget=5/60 tool_turns=27 last_msg_role=assistant response_len=592 session=20260710_094439_1cb443b1
2026-07-15 17:02:56,205 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=360.6s api_calls=6 response=592 chars
2026-07-15 17:02:56,265 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 17:02:56,276 INFO gateway.platforms.base: [Telegram] Sending response (592 chars) to -1003707758328
2026-07-15 17:02:56,376 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-15 17:02:56,408 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=78 msg='Review the conversation above and update two things:  **Memory**: who the user i...'
2026-07-15 17:02:56,449 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7622 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 17:03:45,361 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7622 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 17:03:45,364 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1: model=default provider=custom in=89759 out=1686 total=91445 latency=48.9s
2026-07-15 17:03:45,378 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool memory completed (0.01s, 198 chars)
2026-07-15 17:03:46,410 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.03s): {"success": false, "error": "Refusing background curator patch for skill 'public-records-osint': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.m
2026-07-15 17:03:46,443 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7623 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 17:04:21,300 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7623 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 17:04:21,301 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #2: model=default provider=custom in=90211 out=28 total=90239 latency=34.9s cache=85501/90211 (95%)
2026-07-15 17:04:21,400 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.09s, 6404 chars)
2026-07-15 17:04:21,430 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7624 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 17:04:57,155 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7624 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 17:04:57,156 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #3: model=default provider=custom in=92036 out=155 total=92191 latency=35.7s
2026-07-15 17:04:57,197 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.04s, 370 chars)
2026-07-15 17:04:57,234 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7625 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 17:05:31,049 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7625 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 17:05:31,051 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #4: model=default provider=custom in=92313 out=226 total=92539 latency=33.8s cache=85565/92313 (93%)
2026-07-15 17:05:31,056 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/16 budget=4/16 tool_turns=30 last_msg_role=assistant response_len=801 session=20260710_094439_1cb443b1
2026-07-15 17:05:31,063 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 17:48:10,651 INFO gateway.run: Image cache cleanup: removed 3 stale file(s)
2026-07-15 17:48:10,654 INFO gateway.run: Document cache cleanup: removed 1 stale file(s)
2026-07-15 19:20:01,382 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=asyncio_5:124940217992896 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 19:20:01,398 INFO tui_gateway.ws: ws closed peer=127.0.0.1:48048 reason=client_disconnect(code=1006,reason=) messages=1 parse_errors=0 dispatch_crashes=0 send_failures=0 reaped_sessions=1 detached_sessions=0
2026-07-15 19:20:03,031 INFO hermes_cli.web_server: pty accepted peer=127.0.0.1 mode=loopback cred=token
2026-07-15 19:20:13,108 INFO hermes_cli.web_server: pty accepted peer=127.0.0.1 mode=loopback cred=token
2026-07-15 20:11:30,572 INFO tui_gateway.ws: ws closed peer=127.0.0.1:34250 reason=client_disconnect(code=1005,reason=) messages=44148 parse_errors=0 dispatch_crashes=0 send_failures=0 reaped_sessions=0 detached_sessions=1
2026-07-15 20:11:50,594 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=Thread-56:124939823724224 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-15 21:48:14,036 INFO agent.curator_backup: Curator snapshot created: 2026-07-15T19-48-12Z (pre-curator-run)
2026-07-15 21:48:14,037 INFO gateway.run: curator: curator: snapshot created (2026-07-15T19-48-12Z)
2026-07-15 21:48:15,020 INFO gateway.run: curator: curator: auto: no changes; llm: skipped (consolidation off)
2026-07-16 04:04:30,796 INFO gateway.run: Session expiry: 4 sessions to finalize (telegram:4)
2026-07-16 04:04:30,848 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=hermes-gateway_0:135524911138496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 04:04:30,979 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=hermes-gateway_2:135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 04:04:31,047 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=hermes-gateway_0:135524911138496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 04:04:31,125 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=hermes-gateway_2:135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 04:04:31,185 INFO gateway.run: Session expiry done: 4 finalized
2026-07-16 06:54:46,056 INFO cron.scheduler: Job 'cf6e57640673' (no_agent): empty stdout — silent run
2026-07-16 06:54:46,069 INFO cron.scheduler: Job 'cf6e57640673': agent returned [SILENT] — skipping delivery
2026-07-16 10:26:42,866 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (115 chars)
2026-07-16 10:26:42,914 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='Tôi muốn tải flip book này về, có cách nào ko https://tatreviewmagazine.com/e_ma' reply_to_id=18 reply_to_text=''
2026-07-16 10:26:42,921 WARNING gateway.session: gateway.session: routing key 'agent:main:telegram:group:-1003707758328:18' -> 20260710_094439_1cb443b1 is ended in state.db but still live in sessions.json; dropping stale entry and recovering/recreating the session (#54878)
2026-07-16 10:26:43,457 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-16 10:26:43,736 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_0:135524911138496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 10:26:43,896 INFO [20260710_094439_1cb443b1] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-16 10:26:43,953 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=79 msg='[NN Vo] Tôi muốn tải flip book này về, có cách nào ko https://tatreviewmagazine....'
2026-07-16 10:26:44,105 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260710_094439_1cb443b1)
2026-07-16 10:26:44,207 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7626 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 10:27:27,692 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7626 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 10:27:27,696 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1: model=default provider=custom in=95215 out=113 total=95328 latency=43.5s cache=896/95215 (1%)
2026-07-16 10:27:28,031 INFO [20260710_094439_1cb443b1] tools.browser_tool: Created local browser session h_b5b53bf794 for task 20260710_094439_1cb443b1
2026-07-16 10:27:38,198 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool browser_navigate completed (10.47s, 3718 chars)
2026-07-16 10:27:38,277 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7627 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 10:28:02,678 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7627 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 10:28:02,680 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #2: model=default provider=custom in=96488 out=186 total=96674 latency=24.4s cache=93184/96488 (97%)
2026-07-16 10:28:03,953 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool browser_console completed (1.22s, 52 chars)
2026-07-16 10:28:03,990 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7628 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 10:28:07,874 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7628 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 10:28:07,875 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #3: model=default provider=custom in=96717 out=207 total=96924 latency=3.9s cache=94464/96717 (98%)
2026-07-16 10:28:08,952 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool browser_console completed (1.05s, 60 chars)
2026-07-16 10:28:09,004 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7629 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 10:28:12,947 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7629 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 10:28:12,948 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #4: model=default provider=custom in=96976 out=120 total=97096 latency=4.0s cache=94592/96976 (98%)
2026-07-16 10:28:14,126 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool browser_console completed (1.16s, 664 chars)
2026-07-16 10:28:14,175 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7630 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 10:28:25,474 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7630 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 10:28:25,477 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #5: model=default provider=custom in=97389 out=294 total=97683 latency=11.3s cache=94848/97389 (97%)
2026-07-16 10:28:26,718 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool browser_console completed (1.17s, 914 chars)
2026-07-16 10:28:26,761 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7631 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 10:28:36,405 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7631 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 10:28:36,409 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #6: model=default provider=custom in=98186 out=442 total=98628 latency=9.7s cache=95616/98186 (97%)
2026-07-16 10:28:48,929 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (12.46s, 1323 chars)
2026-07-16 10:28:48,973 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7633 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 10:28:56,741 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7633 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 10:28:56,741 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #7: model=default provider=custom in=99256 out=302 total=99558 latency=7.8s cache=96128/99256 (97%)
2026-07-16 10:28:58,348 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=7/60 budget=7/60 tool_turns=33 last_msg_role=assistant response_len=714 session=20260710_094439_1cb443b1
2026-07-16 10:28:58,412 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=135.5s api_calls=7 response=714 chars
2026-07-16 10:28:58,461 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 10:28:58,513 INFO gateway.platforms.base: [Telegram] Sending response (714 chars) to -1003707758328
2026-07-16 10:28:58,590 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-16 10:28:58,619 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=92 msg='Review the conversation above and consider saving to memory if appropriate.  Foc...'
2026-07-16 10:28:58,718 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7634 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 10:29:14,852 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7634 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 10:29:14,853 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1: model=default provider=custom in=99452 out=752 total=100204 latency=16.2s cache=5248/99452 (5%)
2026-07-16 10:29:14,863 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool memory returned error (0.01s): {"success": false, "error": "After applying all 3 operations, memory would be at 1,794/1,375 chars -- over the limit. Remove or shorten more entries in the same batch (see current_entries below), then
2026-07-16 10:29:14,916 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7635 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 10:29:22,989 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7635 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 10:29:22,990 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #2: model=default provider=custom in=100328 out=522 total=100850 latency=8.1s cache=97408/100328 (97%)
2026-07-16 10:29:23,002 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool memory completed (0.01s, 207 chars)
2026-07-16 10:29:23,047 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7636 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 10:29:27,744 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7636 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 10:29:27,745 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #3: model=default provider=custom in=100658 out=130 total=100788 latency=4.7s cache=98304/100658 (98%)
2026-07-16 10:29:27,749 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/16 budget=3/16 tool_turns=35 last_msg_role=assistant response_len=410 session=20260710_094439_1cb443b1
2026-07-16 10:29:27,754 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 10:48:22,418 INFO gateway.run: Image cache cleanup: removed 2 stale file(s)
2026-07-16 11:48:23,042 INFO gateway.run: Image cache cleanup: removed 2 stale file(s)
2026-07-16 13:03:04,182 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (121 chars)
2026-07-16 13:03:04,205 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='Tôi muốn tải tài liệu ở đây http://luanan.nlv.gov.vn/luanan?a=d&d=TTcFlGuyalOq20' reply_to_id=18 reply_to_text=''
2026-07-16 13:03:04,538 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-16 13:03:04,664 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=93 msg='[NN Vo] Tôi muốn tải tài liệu ở đây http://luanan.nlv.gov.vn/luanan?a=d&d=TTcFlG...'
2026-07-16 13:03:04,810 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260710_094439_1cb443b1)
2026-07-16 13:03:04,883 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7637 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 13:03:30,033 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7637 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 13:03:30,035 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #8: model=default provider=custom in=99601 out=130 total=99731 latency=25.2s cache=97152/99601 (98%)
2026-07-16 13:03:30,315 INFO [20260710_094439_1cb443b1] tools.browser_tool: Created local browser session h_01a24e7df5 for task 20260710_094439_1cb443b1
2026-07-16 13:03:38,689 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool browser_navigate completed (8.62s, 8722 chars)
2026-07-16 13:03:38,765 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7638 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 13:03:45,749 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7638 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 13:03:45,750 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #9: model=default provider=custom in=101625 out=493 total=102118 latency=7.0s cache=97536/101625 (96%)
2026-07-16 13:03:47,206 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool browser_console completed (1.33s, 54 chars)
2026-07-16 13:03:47,256 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7639 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 13:03:53,973 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7639 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 13:03:53,974 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #10: model=default provider=custom in=101988 out=383 total=102371 latency=6.7s cache=99584/101988 (98%)
2026-07-16 13:03:55,117 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool browser_console completed (1.11s, 5460 chars)
2026-07-16 13:03:55,166 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7640 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 13:04:02,689 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7640 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 13:04:02,691 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #11: model=default provider=custom in=104457 out=562 total=105019 latency=7.5s cache=99968/104457 (96%)
2026-07-16 13:04:04,023 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool browser_console completed (1.30s, 5388 chars)
2026-07-16 13:04:04,281 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7641 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 13:04:12,234 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7641 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 13:04:12,236 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #12: model=default provider=custom in=107360 out=506 total=107866 latency=8.0s cache=102400/107360 (95%)
2026-07-16 13:04:13,305 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool browser_console completed (1.05s, 60 chars)
2026-07-16 13:04:13,355 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7642 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 13:04:16,521 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7642 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 13:04:16,525 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #13: model=default provider=custom in=107586 out=160 total=107746 latency=3.2s cache=105344/107586 (98%)
2026-07-16 13:04:17,672 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool browser_console completed (1.10s, 1792 chars)
2026-07-16 13:04:17,715 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7643 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 13:04:22,591 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7643 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 13:04:22,593 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #14: model=default provider=custom in=108421 out=328 total=108749 latency=4.9s cache=105728/108421 (98%)
2026-07-16 13:04:23,600 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool browser_console returned error (0.99s): {"success": false, "error": "Evaluation error: SyntaxError: Identifier 'pages' has already been declared"}
2026-07-16 13:04:23,639 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7644 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 13:04:27,662 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7644 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 13:04:27,664 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #15: model=default provider=custom in=108857 out=212 total=109069 latency=4.0s cache=106624/108857 (98%)
2026-07-16 13:04:28,741 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool browser_console completed (1.06s, 89 chars)
2026-07-16 13:04:28,904 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7645 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 13:04:34,201 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7645 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 13:04:34,201 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #16: model=default provider=custom in=109186 out=365 total=109551 latency=5.3s cache=107008/109186 (98%)
2026-07-16 13:04:35,266 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool browser_console completed (1.04s, 288 chars)
2026-07-16 13:04:35,316 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7646 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 13:04:37,144 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7646 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 13:04:37,147 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #17: model=default provider=custom in=105750 out=133 total=105883 latency=1.8s
2026-07-16 13:04:38,484 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=10/60 budget=10/60 tool_turns=42 last_msg_role=assistant response_len=547 session=20260710_094439_1cb443b1
2026-07-16 13:04:38,509 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=94.3s api_calls=10 response=547 chars
2026-07-16 13:04:38,554 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 13:04:38,569 INFO gateway.platforms.base: [Telegram] Sending response (547 chars) to -1003707758328
2026-07-16 13:04:38,689 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-16 13:04:38,737 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=112 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-16 13:04:38,793 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7647 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 13:05:02,037 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7647 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 13:05:02,037 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1: model=default provider=custom in=104759 out=3638 total=108397 latency=23.3s
2026-07-16 13:05:02,889 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.85s): {"success": false, "error": "Refusing background curator patch for skill 'public-records-osint': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.m
2026-07-16 13:05:04,278 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.39s, 473 chars)
2026-07-16 13:05:05,294 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.01s): {"success": false, "error": "Refusing background curator patch for skill 'research-report': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, or
2026-07-16 13:05:05,344 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7648 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 13:05:07,618 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7648 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 13:05:07,643 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #2: model=default provider=custom in=106712 out=135 total=106847 latency=2.3s cache=97769/106712 (92%)
2026-07-16 13:05:08,183 WARNING tools.skills_tool: Skill name collision for 'research-report': 4 candidates — /root/.hermes/skills/research-report/SKILL.md; /root/.hermes/skills/research-codex-en/research-report/SKILL.md; /root/.hermes/skills/research-en/research-report/SKILL.md; /root/.hermes/skills/research-zh/research-report/SKILL.md
2026-07-16 13:05:08,184 INFO agent.tool_executor: tool skill_view failed (0.53s): {"success": false, "error": "Ambiguous skill name 'research-report': 4 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", "
2026-07-16 13:05:08,212 INFO agent.tool_executor: tool skill_view completed (0.56s, 6771 chars)
2026-07-16 13:05:08,214 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_view returned error (0.53s): {"success": false, "error": "Ambiguous skill name 'research-report': 4 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", "
2026-07-16 13:05:08,253 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7649 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 13:05:09,680 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7649 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 13:05:09,683 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #3: model=default provider=custom in=109191 out=22 total=109213 latency=1.4s
2026-07-16 13:05:09,770 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.08s, 4636 chars)
2026-07-16 13:05:09,806 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7650 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 13:05:20,816 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7650 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 13:05:20,818 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #4: model=default provider=custom in=111929 out=1922 total=113851 latency=11.0s
2026-07-16 13:05:20,848 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.02s): {"success": false, "error": "Refusing background curator patch for skill 'public-records-osint': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.m
2026-07-16 13:05:21,865 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.01s): {"success": false, "error": "A skill named 'pdf-source-recovery' already exists at /root/.hermes/skills/research/pdf-source-recovery."}

[Tool loop warning: same_tool_failure_warning; count=3; skill_m
2026-07-16 13:05:23,489 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.62s): {"success": false, "error": "Skill 'research-en/research-report' not found in active profile 'default'. Use skills_list() to see available skills."}

[Tool loop warning: same_tool_failure_warning; cou
2026-07-16 13:05:23,537 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7651 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 13:05:28,291 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7651 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 13:05:28,292 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #5: model=default provider=custom in=114288 out=325 total=114613 latency=4.8s
2026-07-16 13:05:28,538 INFO agent.tool_executor: tool skill_view completed (0.24s, 6771 chars)
2026-07-16 13:05:28,559 INFO agent.tool_executor: tool skill_view completed (0.26s, 4636 chars)
2026-07-16 13:05:28,618 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7652 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 13:05:35,346 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7652 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 13:05:35,347 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #6: model=default provider=custom in=117811 out=832 total=118643 latency=6.7s
2026-07-16 13:05:35,385 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.03s): {"success": false, "error": "Refusing background curator patch for skill 'public-records-osint': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.m
2026-07-16 13:05:36,467 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.08s): {"success": false, "error": "Skill 'research-en/research-report' not found in active profile 'default'. Use skills_list() to see available skills."}

[Tool loop warning: same_tool_failure_warning; cou
2026-07-16 13:05:36,512 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7653 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 13:05:40,089 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7653 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 13:05:40,090 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #7: model=default provider=custom in=116237 out=170 total=116407 latency=3.6s
2026-07-16 13:05:40,163 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skills_list completed (0.07s, 21143 chars)
2026-07-16 13:05:40,205 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7654 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 13:05:58,409 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7654 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 13:05:58,410 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #8: model=default provider=custom in=121814 out=18 total=121832 latency=18.2s
2026-07-16 13:05:58,483 WARNING [20260710_094439_1cb443b1] tools.skills_tool: Skill name collision for 'research-en': 2 candidates — /root/.hermes/skills/research/research-en/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-en/SKILL.md
2026-07-16 13:05:58,484 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_view returned error (0.07s): {"success": false, "error": "Ambiguous skill name 'research-en': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", "matc
2026-07-16 13:05:58,534 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7655 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 13:06:20,201 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7655 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 13:06:20,203 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #9: model=default provider=custom in=159020 out=943 total=159963 latency=21.7s
2026-07-16 13:06:20,233 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.03s): {"success": false, "error": "Refusing background curator patch for skill 'public-records-osint': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.m
2026-07-16 13:06:20,274 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7656 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 13:06:40,890 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7656 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 13:06:40,891 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #10: model=default provider=custom in=159901 out=920 total=160821 latency=20.6s
2026-07-16 13:06:40,926 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.03s, 219 chars)
2026-07-16 13:06:40,965 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7657 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 13:06:44,074 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7657 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 13:06:44,075 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #11: model=default provider=custom in=123728 out=257 total=123985 latency=3.1s cache=118131/123728 (95%)
2026-07-16 13:06:44,084 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=11/16 budget=11/16 tool_turns=52 last_msg_role=assistant response_len=850 session=20260710_094439_1cb443b1
2026-07-16 13:06:44,089 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:19:18,758 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (118 chars)
2026-07-16 14:19:18,777 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='https://www.tandfonline.com/doi/full/10.1080/27708888.2022.2157990 Tìm cách fetc' reply_to_id=18 reply_to_text=''
2026-07-16 14:19:19,121 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-16 14:19:19,223 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=113 msg='[NN Vo] https://www.tandfonline.com/doi/full/10.1080/27708888.2022.2157990 Tìm c...'
2026-07-16 14:19:19,289 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260710_094439_1cb443b1)
2026-07-16 14:19:19,342 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7658 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:19:25,818 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7658 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:19:25,819 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #18: model=default provider=custom in=103697 out=204 total=103901 latency=6.5s
2026-07-16 14:19:25,881 INFO [20260710_094439_1cb443b1] tools.browser_tool: Created local browser session h_7f087020c1 for task 20260710_094439_1cb443b1
2026-07-16 14:19:32,565 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool browser_navigate completed (6.72s, 1421 chars)
2026-07-16 14:19:32,624 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7659 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:19:56,411 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7659 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:19:56,412 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #19: model=default provider=custom in=104266 out=423 total=104689 latency=23.8s
2026-07-16 14:19:57,466 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool execute_code completed (1.03s, 127 chars)
2026-07-16 14:19:57,548 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7663 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:19:59,412 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7663 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:19:59,413 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #20: model=default provider=custom in=104735 out=78 total=104813 latency=1.9s
2026-07-16 14:20:01,158 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=2/60 tool_turns=44 last_msg_role=assistant response_len=321 session=20260710_094439_1cb443b1
2026-07-16 14:20:01,203 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=42.4s api_calls=3 response=321 chars
2026-07-16 14:20:01,287 INFO gateway.platforms.base: [Telegram] Sending response (321 chars) to -1003707758328
2026-07-16 14:20:33,877 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (74 chars)
2026-07-16 14:20:33,894 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='research skill on github để tải các research paper, bạn có skill /arxiv mà' reply_to_id=18 reply_to_text=''
2026-07-16 14:20:34,038 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-16 14:20:34,124 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=119 msg='[NN Vo] research skill on github để tải các research paper, bạn có skill /arxiv ...'
2026-07-16 14:20:34,145 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260710_094439_1cb443b1)
2026-07-16 14:20:34,188 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7664 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:20:52,964 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7664 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:20:52,965 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #21: model=default provider=custom in=104835 out=406 total=105241 latency=18.8s
2026-07-16 14:20:53,598 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool execute_code completed (0.61s, 291 chars)
2026-07-16 14:20:53,715 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7668 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:21:33,573 WARNING agent.message_sanitization: Unrepairable tool_call arguments for web_search — replaced with empty object (was: {"queries">"Bases,:)
2026-07-16 14:21:33,574 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7668 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:21:33,603 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7669 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:21:51,535 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7669 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:21:51,537 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #22: model=default provider=custom in=111215 out=797 total=112012 latency=57.9s cache=109184/111215 (98%)
2026-07-16 14:21:52,140 WARNING [20260710_094439_1cb443b1] tools.skills_tool: Skill name collision for 'arxiv': 2 candidates — /root/.hermes/skills/research/arxiv/SKILL.md; /opt/ai-os/products/ceo/skills/research/arxiv/SKILL.md
2026-07-16 14:21:52,141 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_view returned error (0.58s): {"success": false, "error": "Ambiguous skill name 'arxiv': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", "matches": 
2026-07-16 14:21:54,571 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool execute_code completed (1.42s, 307 chars)
2026-07-16 14:21:54,645 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7673 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:22:00,210 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7673 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:22:00,213 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #23: model=default provider=custom in=111894 out=47 total=111941 latency=5.6s cache=109184/111894 (98%)
2026-07-16 14:22:00,573 WARNING [20260710_094439_1cb443b1] tools.skills_tool: Skill name collision for 'research/arxiv': 2 candidates — /root/.hermes/skills/research/arxiv/SKILL.md; /opt/ai-os/products/ceo/skills/research/arxiv/SKILL.md
2026-07-16 14:22:00,573 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_view returned error (0.26s): {"success": false, "error": "Ambiguous skill name 'research/arxiv': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", "m
2026-07-16 14:22:00,692 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7674 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:22:06,292 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7674 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:22:06,293 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #24: model=default provider=custom in=112079 out=269 total=112348 latency=5.7s cache=109824/112079 (98%)
2026-07-16 14:22:06,342 INFO [20260710_094439_1cb443b1] tools.browser_tool: Created local browser session h_babc8ea1e5 for task 20260710_094439_1cb443b1
2026-07-16 14:22:09,814 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool browser_navigate completed (3.50s, 628 chars)
2026-07-16 14:22:09,869 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7675 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:22:19,920 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7675 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:22:19,921 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #25: model=default provider=custom in=112449 out=58 total=112507 latency=10.1s cache=109952/112449 (98%)
2026-07-16 14:22:23,992 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool browser_navigate completed (4.01s, 1152 chars)
2026-07-16 14:22:24,059 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7676 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:22:27,218 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7676 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:22:27,220 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #26: model=default provider=custom in=112916 out=79 total=112995 latency=3.2s cache=110464/112916 (98%)
2026-07-16 14:22:30,026 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool browser_navigate completed (2.75s, 557 chars)
2026-07-16 14:22:30,077 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7677 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:22:37,494 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7677 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:22:37,500 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #27: model=default provider=custom in=113257 out=142 total=113399 latency=7.4s cache=110976/113257 (98%)
2026-07-16 14:22:40,809 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool browser_navigate completed (3.21s, 1075 chars)
2026-07-16 14:22:40,860 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7678 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:22:45,446 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7678 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:22:45,453 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #28: model=default provider=custom in=113772 out=104 total=113876 latency=4.6s cache=111232/113772 (98%)
2026-07-16 14:22:46,744 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool browser_console completed (1.26s, 60 chars)
2026-07-16 14:22:46,784 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7679 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:22:53,047 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7679 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:22:53,050 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #29: model=default provider=custom in=113934 out=52 total=113986 latency=6.3s cache=111744/113934 (98%)
2026-07-16 14:22:54,335 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool browser_console completed (1.26s, 53 chars)
2026-07-16 14:22:54,390 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7680 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:22:56,910 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7680 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:22:56,911 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #30: model=default provider=custom in=114086 out=49 total=114135 latency=2.5s cache=111872/114086 (98%)
2026-07-16 14:22:58,285 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool browser_click completed (1.31s, 35 chars)
2026-07-16 14:22:58,347 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7681 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:23:02,135 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7681 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:23:02,139 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #31: model=default provider=custom in=114232 out=147 total=114379 latency=3.8s cache=112128/114232 (98%)
2026-07-16 14:23:05,826 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool browser_navigate completed (3.66s, 1054 chars)
2026-07-16 14:23:05,883 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7682 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:23:12,052 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7682 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:23:12,054 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #32: model=default provider=custom in=114735 out=49 total=114784 latency=6.2s cache=112128/114735 (98%)
2026-07-16 14:23:13,328 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool browser_click completed (1.25s, 35 chars)
2026-07-16 14:23:13,386 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7683 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:23:16,078 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7683 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:23:16,083 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #33: model=default provider=custom in=114881 out=83 total=114964 latency=2.7s cache=112768/114881 (98%)
2026-07-16 14:23:19,937 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool browser_navigate completed (3.82s, 3206 chars)
2026-07-16 14:23:19,990 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7684 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:23:23,567 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7684 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:23:23,569 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #34: model=default provider=custom in=116064 out=77 total=116141 latency=3.6s cache=112768/116064 (97%)
2026-07-16 14:23:27,219 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool browser_navigate completed (3.63s, 1711 chars)
2026-07-16 14:23:27,277 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7685 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:23:31,144 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7685 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:23:31,145 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #35: model=default provider=custom in=116741 out=62 total=116803 latency=3.9s cache=114048/116741 (98%)
2026-07-16 14:23:33,923 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='[/learn] The user wants you to learn a reusable skill from the request below, an' reply_to_id=None reply_to_text=''
2026-07-16 14:23:33,930 WARNING gateway.session: gateway.session: routing key 'agent:main:telegram:group:-1003707758328:1' -> 20260713_090238_3402e480 is ended in state.db but still live in sessions.json; dropping stale entry and recovering/recreating the session (#54878)
2026-07-16 14:23:34,136 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-16 14:23:34,278 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_0:135524911138496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:23:34,373 INFO [20260710_094439_1cb443b1] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-16 14:23:34,397 INFO [20260713_090238_3402e480] agent.turn_context: conversation turn: session=20260713_090238_3402e480 model=default provider=custom platform=telegram history=42 msg='[NN Vo] [/learn] The user wants you to learn a reusable skill from the request b...'
2026-07-16 14:23:34,423 INFO [20260713_090238_3402e480] agent.conversation_loop: Repaired 3 message-alternation violations before request (session=20260713_090238_3402e480)
2026-07-16 14:23:34,460 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7686 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:23:39,402 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7686 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:23:39,403 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #1: model=default provider=custom in=64631 out=100 total=64731 latency=5.0s
2026-07-16 14:23:39,447 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7687 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:23:43,356 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7687 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:23:43,356 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #2: model=default provider=custom in=64820 out=168 total=64988 latency=3.9s cache=62592/64820 (97%)
2026-07-16 14:23:43,413 INFO [20260713_090238_3402e480] tools.browser_tool: Created local browser session h_49fb92d0c6 for task 20260713_090238_3402e480
2026-07-16 14:23:53,338 INFO [20260713_090238_3402e480] agent.tool_executor: tool browser_navigate completed (9.95s, 8883 chars)
2026-07-16 14:23:55,532 INFO [20260713_090238_3402e480] agent.tool_executor: tool terminal completed (1.18s, 79 chars)
2026-07-16 14:23:55,589 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7689 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:23:58,940 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool browser_type completed (27.78s, 48 chars)
2026-07-16 14:23:59,031 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7690 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:23:59,405 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7689 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:23:59,407 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #3: model=default provider=custom in=67593 out=185 total=67778 latency=3.8s cache=62720/67593 (93%)
2026-07-16 14:23:59,482 INFO [20260713_090238_3402e480] agent.tool_executor: tool terminal completed (0.04s, 2628 chars)
2026-07-16 14:24:00,568 INFO [20260713_090238_3402e480] agent.tool_executor: tool terminal completed (0.07s, 25601 chars)
2026-07-16 14:24:00,633 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7693 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:24:01,946 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7693 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:24:01,947 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #4: model=default provider=custom in=77149 out=25 total=77174 latency=1.3s
2026-07-16 14:24:02,565 INFO [20260713_090238_3402e480] agent.tool_executor: tool search_files completed (0.56s, 4956 chars)
2026-07-16 14:24:02,614 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7696 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:24:02,985 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7690 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:24:02,988 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #36: model=default provider=custom in=116902 out=49 total=116951 latency=4.0s cache=114688/116902 (98%)
2026-07-16 14:24:04,291 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool browser_click completed (1.26s, 36 chars)
2026-07-16 14:24:04,385 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7697 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:26:13,973 INFO tools.browser_tool: Cleaning up inactive session for task: 20260710_094439_1cb443b1 (inactive for 130s)
2026-07-16 14:26:16,336 INFO tools.browser_tool: Cleaning up inactive session for task: 20260713_090238_3402e480 (inactive for 142s)
2026-07-16 14:26:33,345 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7697 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:26:33,348 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #37: model=default provider=custom in=114085 out=263 total=114348 latency=149.0s cache=105793/114085 (93%)
2026-07-16 14:26:33,493 INFO [20260710_094439_1cb443b1] tools.browser_tool: Created local browser session h_2bdad5c40d for task 20260710_094439_1cb443b1
2026-07-16 14:26:38,188 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool browser_navigate completed (4.72s, 2199 chars)
2026-07-16 14:26:38,267 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7698 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:26:40,600 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7698 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:26:40,603 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #38: model=default provider=custom in=115096 out=203 total=115299 latency=2.4s
2026-07-16 14:26:58,682 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7696 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:26:58,684 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #5: model=default provider=custom in=77252 out=229 total=77481 latency=176.1s cache=8152/77252 (11%)
2026-07-16 14:26:58,793 INFO [20260713_090238_3402e480] agent.tool_executor: tool terminal completed (0.07s, 52171 chars)
2026-07-16 14:26:58,878 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7700 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:27:02,524 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7700 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:27:02,533 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #6: model=default provider=custom in=95011 out=32 total=95043 latency=3.7s
2026-07-16 14:27:02,690 INFO [20260713_090238_3402e480] agent.tool_executor: tool read_file completed (0.12s, 2239 chars)
2026-07-16 14:27:02,733 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7705 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:27:10,244 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool browser_snapshot completed (29.62s, 1504 chars)
2026-07-16 14:27:10,302 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7706 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:27:12,546 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7705 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:27:12,547 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #7: model=default provider=custom in=95878 out=167 total=96045 latency=9.8s
2026-07-16 14:27:12,575 INFO [20260713_090238_3402e480] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=7/60 budget=7/60 tool_turns=20 last_msg_role=assistant response_len=572 session=20260713_090238_3402e480
2026-07-16 14:27:12,615 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=218.7s api_calls=7 response=572 chars
2026-07-16 14:27:12,674 INFO gateway.platforms.base: [Telegram] Sending response (572 chars) to -1003707758328
2026-07-16 14:27:15,189 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7706 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:27:15,190 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #39: model=default provider=custom in=114999 out=252 total=115251 latency=4.9s
2026-07-16 14:27:16,568 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=19/60 budget=18/60 tool_turns=62 last_msg_role=assistant response_len=949 session=20260710_094439_1cb443b1
2026-07-16 14:27:16,631 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=402.7s api_calls=19 response=949 chars
2026-07-16 14:27:16,668 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:27:16,684 INFO gateway.platforms.base: [Telegram] Sending response (949 chars) to -1003707758328
2026-07-16 14:27:16,828 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-16 14:27:16,861 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=157 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-16 14:27:16,918 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7707 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:27:23,656 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7707 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:27:23,658 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1: model=default provider=custom in=113634 out=1391 total=115025 latency=6.8s
2026-07-16 14:27:23,708 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.05s): {"success": false, "error": "Refusing background curator patch for skill 'public-records-osint': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.m
2026-07-16 14:27:23,761 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7708 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:27:41,594 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7708 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:27:41,595 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #2: model=default provider=custom in=113978 out=32 total=114010 latency=17.9s
2026-07-16 14:27:41,714 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.11s, 6145 chars)
2026-07-16 14:27:41,756 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7709 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:27:59,905 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7709 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:27:59,907 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #3: model=default provider=custom in=152728 out=907 total=153635 latency=18.2s
2026-07-16 14:27:59,963 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.05s, 541 chars)
2026-07-16 14:28:00,004 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7710 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:28:23,540 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7710 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:28:23,543 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #4: model=default provider=custom in=153520 out=967 total=154487 latency=23.6s
2026-07-16 14:28:23,608 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.06s, 211 chars)
2026-07-16 14:28:23,666 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7711 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:28:27,072 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7711 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:28:27,074 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #5: model=default provider=custom in=117554 out=196 total=117750 latency=3.4s
2026-07-16 14:28:27,120 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.04s, 543 chars)
2026-07-16 14:28:27,161 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7712 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:28:32,906 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7712 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:28:32,907 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #6: model=default provider=custom in=117911 out=212 total=118123 latency=5.8s cache=20340/117911 (17%)
2026-07-16 14:28:32,916 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=6/16 budget=6/16 tool_turns=67 last_msg_role=assistant response_len=863 session=20260710_094439_1cb443b1
2026-07-16 14:28:32,921 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:41:45,519 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:1 (13 chars)
2026-07-16 14:41:45,539 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tạo xong chưa' reply_to_id=None reply_to_text=''
2026-07-16 14:41:45,822 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-16 14:41:45,965 INFO [20260713_090238_3402e480] agent.turn_context: conversation turn: session=20260713_090238_3402e480 model=default provider=custom platform=telegram history=58 msg='[NN Vo] tạo xong chưa'
2026-07-16 14:41:46,002 INFO [20260713_090238_3402e480] agent.conversation_loop: Repaired 3 message-alternation violations before request (session=20260713_090238_3402e480)
2026-07-16 14:41:46,067 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7713 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:42:15,637 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7713 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:42:15,639 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #8: model=default provider=custom in=91821 out=1026 total=92847 latency=29.6s
2026-07-16 14:42:15,692 INFO [20260713_090238_3402e480] agent.tool_executor: tool skill_manage completed (0.03s, 463 chars)
2026-07-16 14:42:15,744 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7714 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:42:19,169 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7714 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:42:19,169 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #9: model=default provider=custom in=92995 out=109 total=93104 latency=3.4s
2026-07-16 14:42:19,190 INFO [20260713_090238_3402e480] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=21 last_msg_role=assistant response_len=397 session=20260713_090238_3402e480
2026-07-16 14:42:19,212 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=33.7s api_calls=2 response=397 chars
2026-07-16 14:42:19,253 INFO gateway.platforms.base: [Telegram] Sending response (397 chars) to -1003707758328
2026-07-16 14:42:37,369 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (36 chars)
2026-07-16 14:42:37,385 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='dùng paper search mcp để thử tải lại' reply_to_id=18 reply_to_text=''
2026-07-16 14:42:37,502 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-16 14:42:37,570 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=158 msg='[NN Vo] dùng paper search mcp để thử tải lại'
2026-07-16 14:42:37,590 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260710_094439_1cb443b1)
2026-07-16 14:42:37,637 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7715 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:42:56,681 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7715 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:42:56,682 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #40: model=default provider=custom in=112507 out=623 total=113130 latency=19.1s
2026-07-16 14:42:57,966 INFO agent.tool_executor: tool search_files completed (1.26s, 18 chars)
2026-07-16 14:43:00,235 INFO agent.tool_executor: tool search_files completed (3.53s, 18 chars)
2026-07-16 14:43:00,298 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7722 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:43:21,429 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7722 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:43:21,431 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #41: model=default provider=custom in=119131 out=266 total=119397 latency=21.2s cache=114944/119131 (96%)
2026-07-16 14:43:22,046 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.59s, 7240 chars)
2026-07-16 14:43:22,098 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7724 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:43:25,802 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7724 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:43:25,803 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #42: model=default provider=custom in=121756 out=215 total=121971 latency=3.7s cache=117120/121756 (96%)
2026-07-16 14:43:25,862 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.04s, 105 chars)
2026-07-16 14:43:25,912 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7726 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:43:29,868 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7726 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:43:29,869 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #43: model=default provider=custom in=121990 out=216 total=122206 latency=4.0s cache=119680/121990 (98%)
2026-07-16 14:43:30,284 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.39s, 116 chars)
2026-07-16 14:43:30,335 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7728 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:43:35,854 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7728 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:43:35,855 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #44: model=default provider=custom in=122256 out=319 total=122575 latency=5.5s cache=120192/122256 (98%)
2026-07-16 14:43:35,957 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.08s, 58 chars)
2026-07-16 14:43:36,008 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7730 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:43:41,867 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7730 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:43:41,870 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #45: model=default provider=custom in=122565 out=303 total=122868 latency=5.9s cache=120192/122565 (98%)
2026-07-16 14:43:44,709 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (2.79s, 1658 chars)
2026-07-16 14:43:44,776 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7732 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:44:01,349 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7732 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:44:01,351 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #46: model=default provider=custom in=123385 out=581 total=123966 latency=16.6s cache=120832/123385 (98%)
2026-07-16 14:44:01,386 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=7/60 budget=7/60 tool_turns=68 last_msg_role=assistant response_len=1106 session=20260710_094439_1cb443b1
2026-07-16 14:44:01,419 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=84.0s api_calls=7 response=1106 chars
2026-07-16 14:44:01,496 INFO gateway.platforms.base: [Telegram] Sending response (1106 chars) to -1003707758328
2026-07-16 14:44:24,475 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (28 chars)
2026-07-16 14:44:24,491 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='check skill paper-search-mcp' reply_to_id=18 reply_to_text=''
2026-07-16 14:44:24,620 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-16 14:44:24,694 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=173 msg='[NN Vo] check skill paper-search-mcp'
2026-07-16 14:44:24,726 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260710_094439_1cb443b1)
2026-07-16 14:44:24,781 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7733 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:44:34,702 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7733 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:44:34,702 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #47: model=default provider=custom in=123796 out=66 total=123862 latency=9.9s cache=121344/123796 (98%)
2026-07-16 14:44:34,818 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skills_list completed (0.09s, 2562 chars)
2026-07-16 14:44:34,874 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7734 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:44:38,215 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7734 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:44:38,217 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #48: model=default provider=custom in=124564 out=89 total=124653 latency=3.4s cache=121728/124564 (98%)
2026-07-16 14:44:38,356 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.11s, 4089 chars)
2026-07-16 14:44:38,410 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7735 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:44:44,361 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7735 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:44:44,363 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #49: model=default provider=custom in=125842 out=387 total=126229 latency=6.0s cache=122496/125842 (97%)
2026-07-16 14:44:44,428 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool terminal returned error (0.04s): {"output": "/usr/bin/bash: line 3: uvx: command not found", "exit_code": 127, "error": null}
2026-07-16 14:44:44,493 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7737 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:44:48,126 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7737 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:44:48,128 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #50: model=default provider=custom in=126037 out=192 total=126229 latency=3.7s cache=123776/126037 (98%)
2026-07-16 14:44:50,343 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (2.19s, 98 chars)
2026-07-16 14:44:50,405 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7739 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:44:55,356 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7739 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:44:55,356 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #51: model=default provider=custom in=126277 out=100 total=126377 latency=5.0s cache=124160/126277 (98%)
2026-07-16 14:45:10,835 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (15.46s, 1394 chars)
2026-07-16 14:45:10,889 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7741 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:45:16,822 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7741 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:45:16,824 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #52: model=default provider=custom in=126958 out=130 total=127088 latency=6.0s cache=124288/126958 (98%)
2026-07-16 14:45:16,979 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool terminal returned error (0.12s): {"output": "/usr/local/lib/hermes-agent/venv/bin/python3: No module named paper_search_mcp.__main__; 'paper_search_mcp' is a package and cannot be directly executed", "exit_code": 1, "error": null}
2026-07-16 14:45:17,046 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7743 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:45:22,735 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7743 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:45:22,736 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #53: model=default provider=custom in=127154 out=137 total=127291 latency=5.7s cache=125056/127154 (98%)
2026-07-16 14:45:25,361 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:1 (45 chars)
2026-07-16 14:45:25,391 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tại sao ko connect dạng mcp mà lại tại skill?' reply_to_id=None reply_to_text=''
2026-07-16 14:45:25,547 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-16 14:45:25,560 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool terminal returned error (2.79s): {"output": "[07/16/26 14:45:24] WARNING  No CORE API key provided. Searches may   core.py:40\n                             be rate-limited or return limited                  \n                        
2026-07-16 14:45:25,675 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7745 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:45:25,715 INFO [20260713_090238_3402e480] agent.turn_context: conversation turn: session=20260713_090238_3402e480 model=default provider=custom platform=telegram history=62 msg='[NN Vo] tại sao ko connect dạng mcp mà lại tại skill?'
2026-07-16 14:45:25,775 INFO [20260713_090238_3402e480] agent.conversation_loop: Repaired 3 message-alternation violations before request (session=20260713_090238_3402e480)
2026-07-16 14:45:25,836 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7746 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:45:29,448 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7745 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:45:29,451 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #54: model=default provider=custom in=127569 out=168 total=127737 latency=3.8s cache=125184/127569 (98%)
2026-07-16 14:45:29,607 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.12s, 106 chars)
2026-07-16 14:45:29,664 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7748 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:45:32,429 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7746 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:45:32,430 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #10: model=default provider=custom in=95026 out=360 total=95386 latency=6.6s cache=65536/95026 (69%)
2026-07-16 14:45:32,487 INFO [20260713_090238_3402e480] agent.tool_executor: tool skill_manage completed (0.04s, 65 chars)
2026-07-16 14:45:32,535 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7749 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:45:32,580 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7748 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:45:32,582 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #55: model=default provider=custom in=127784 out=119 total=127903 latency=2.9s cache=125568/127784 (98%)
2026-07-16 14:45:33,427 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.80s, 276 chars)
2026-07-16 14:45:33,474 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7751 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:45:36,962 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7751 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:45:36,966 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #56: model=default provider=custom in=128002 out=102 total=128104 latency=3.5s cache=125824/128002 (98%)
2026-07-16 14:45:37,141 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool read_file completed (0.13s, 3693 chars)
2026-07-16 14:45:37,179 INFO [20260710_094439_1cb443b1] agent.auxiliary_client: Auxiliary auto-detect: using main provider custom (default)
2026-07-16 14:45:37,288 INFO [20260710_094439_1cb443b1] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1/ — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-16 14:45:37,291 INFO [20260710_094439_1cb443b1] agent.conversation_compression: context compression started: session=20260710_094439_1cb443b1 messages=193 tokens=~128,002 model=default focus=None
2026-07-16 14:45:37,367 INFO [20260710_094439_1cb443b1] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-16 14:45:38,753 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7749 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:45:38,754 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #11: model=default provider=custom in=95138 out=397 total=95535 latency=6.2s cache=92928/95138 (98%)
2026-07-16 14:45:38,828 WARNING [20260713_090238_3402e480] agent.tool_executor: Tool terminal returned error (0.04s): {"output": "/usr/bin/bash: line 3: uv: command not found\n/usr/bin/bash: line 3: uv: command not found", "exit_code": 127, "error": null}
2026-07-16 14:45:38,878 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7757 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:45:40,251 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7757 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:45:40,252 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #12: model=default provider=custom in=97679 out=69 total=97748 latency=1.4s
2026-07-16 14:45:43,262 INFO [20260713_090238_3402e480] agent.tool_executor: tool terminal completed (2.99s, 162 chars)
2026-07-16 14:45:43,306 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7759 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:46:04,358 INFO gateway.run: Invalidated run generation for agent:main:telegram:group:-1003707758328:18 → 81 (stop_command)
2026-07-16 14:46:04,378 INFO gateway.run: STOP for session agent:main:telegram:group:-1003707758328:18 — agent interrupted, session lock released
2026-07-16 14:46:04,379 INFO run_agent: OpenAI client closed (cache_evict, shared=True, tcp_force_closed=0) thread=agent-evict-agent:main:telegram:grou:135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:46:04,383 INFO gateway.platforms.base: [Telegram] Sending command '/stop' response (41 chars) to -1003707758328
2026-07-16 14:48:25,251 INFO gateway.run: Image cache cleanup: removed 4 stale file(s)
2026-07-16 14:50:37,388 INFO [20260710_094439_1cb443b1] agent.auxiliary_client: Auxiliary compression: timeout on the critical path; skipping same-provider retry and falling back: Request timed out.
2026-07-16 14:50:37,429 INFO [20260710_094439_1cb443b1] agent.auxiliary_client: Auxiliary compression: connection error on auto (Request timed out.), trying fallback
2026-07-16 14:50:37,446 WARNING [20260710_094439_1cb443b1] agent.auxiliary_client: Auxiliary: marking openrouter unhealthy for 60s (payment / credit error). Subsequent auxiliary calls will skip it until 14:51:37.
2026-07-16 14:50:37,458 WARNING [20260710_094439_1cb443b1] agent.auxiliary_client: Auxiliary Nous client unavailable: no Nous authentication found (run: hermes auth).
2026-07-16 14:50:37,459 WARNING [20260710_094439_1cb443b1] agent.auxiliary_client: Auxiliary: marking nous unhealthy for 60s (payment / credit error). Subsequent auxiliary calls will skip it until 14:51:37.
2026-07-16 14:50:37,492 WARNING [20260710_094439_1cb443b1] hermes_cli.copilot_auth: Token from GITHUB_TOKEN is not supported: Classic Personal Access Tokens (ghp_*) are not supported by the Copilot API. Use one of:
  → `copilot login` or `hermes model` to authenticate via OAuth
  → A fine-grained PAT (github_pat_*) with Copilot Requests permission
  → `gh auth login` with the default device code flow (produces gho_* tokens)
2026-07-16 14:50:38,192 WARNING [20260710_094439_1cb443b1] agent.auxiliary_client: Auxiliary compression: connection error on auto and no fallback available (tried: openrouter, nous, local/custom, api-key)
2026-07-16 14:50:38,193 WARNING [20260710_094439_1cb443b1] agent.auxiliary_client: Auxiliary compression: connection error on auto and all fallbacks exhausted (fallback_chain + main agent model). Raising original error.
2026-07-16 14:50:38,203 WARNING [20260710_094439_1cb443b1] agent.context_compressor: Failed to generate context summary: Request timed out.. Further summary attempts paused for 30 seconds.
2026-07-16 14:50:38,227 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=interrupted_by_user model=default api_calls=10/60 budget=10/60 tool_turns=78 last_msg_role=assistant response_len=0 session=20260710_094439_1cb443b1
2026-07-16 14:52:34,134 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7759 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:52:34,135 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #13: model=default provider=custom in=94056 out=237 total=94293 latency=410.8s cache=4077/94056 (4%)
2026-07-16 14:52:38,463 INFO [20260713_090238_3402e480] agent.tool_executor: tool terminal completed (4.20s, 2440 chars)
2026-07-16 14:52:38,529 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7761 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:52:47,161 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7761 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:52:47,163 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #14: model=default provider=custom in=95433 out=275 total=95708 latency=8.7s cache=89710/95433 (94%)
2026-07-16 14:52:47,217 INFO [20260713_090238_3402e480] agent.tool_executor: tool terminal completed (0.03s, 112 chars)
2026-07-16 14:52:47,261 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7763 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:52:49,224 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7763 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:52:49,225 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #15: model=default provider=custom in=95759 out=305 total=96064 latency=2.0s cache=89702/95759 (94%)
2026-07-16 14:52:53,642 INFO [20260713_090238_3402e480] agent.tool_executor: tool terminal completed (4.39s, 1010 chars)
2026-07-16 14:52:53,692 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7765 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:52:57,196 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7765 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:52:57,198 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #16: model=default provider=custom in=99583 out=183 total=99766 latency=3.5s
2026-07-16 14:53:00,830 INFO [20260713_090238_3402e480] agent.tool_executor: tool terminal completed (3.60s, 6583 chars)
2026-07-16 14:53:00,869 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7767 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:53:04,649 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7767 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:53:04,650 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #17: model=default provider=custom in=101260 out=211 total=101471 latency=3.8s
2026-07-16 14:53:04,668 INFO [20260713_090238_3402e480] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=8/60 budget=8/60 tool_turns=28 last_msg_role=assistant response_len=722 session=20260713_090238_3402e480
2026-07-16 14:53:04,695 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=459.3s api_calls=8 response=722 chars
2026-07-16 14:53:04,736 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:53:04,748 INFO gateway.platforms.base: [Telegram] Sending response (722 chars) to -1003707758328
2026-07-16 14:53:04,838 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-16 14:53:04,893 INFO [20260713_090238_3402e480] agent.turn_context: conversation turn: session=20260713_090238_3402e480 model=default provider=custom platform=telegram history=75 msg='Review the conversation above and consider saving to memory if appropriate.  Foc...'
2026-07-16 14:53:04,956 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7768 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:53:08,365 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7768 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:53:08,368 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #1: model=default provider=custom in=101382 out=169 total=101551 latency=3.4s
2026-07-16 14:53:08,376 WARNING [20260713_090238_3402e480] agent.tool_executor: Tool memory returned error (0.01s): {"success": false, "error": "Memory at 1,996/2,200 chars. Adding this entry (228 chars) would exceed the limit. Consolidate now: use 'replace' to merge overlapping entries into shorter ones or 'remove
2026-07-16 14:53:08,411 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7769 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:53:11,769 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7769 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:53:11,770 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #2: model=default provider=custom in=97659 out=159 total=97818 latency=3.4s
2026-07-16 14:53:11,790 INFO [20260713_090238_3402e480] agent.tool_executor: tool memory completed (0.02s, 211 chars)
2026-07-16 14:53:11,822 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7770 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:53:29,867 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7770 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:53:29,869 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #3: model=default provider=custom in=97898 out=65 total=97963 latency=18.1s
2026-07-16 14:53:29,874 INFO [20260713_090238_3402e480] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/16 budget=3/16 tool_turns=30 last_msg_role=assistant response_len=243 session=20260713_090238_3402e480
2026-07-16 14:53:29,879 INFO [20260713_090238_3402e480] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:53:41,682 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:1 (83 chars)
2026-07-16 14:53:41,700 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tôi ko biết có các loại API nào, và ưu tiên cài đặt ra sao, yêu cầu cài đặt thế ' reply_to_id=None reply_to_text=''
2026-07-16 14:53:41,838 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-16 14:53:41,911 INFO [20260713_090238_3402e480] agent.turn_context: conversation turn: session=20260713_090238_3402e480 model=default provider=custom platform=telegram history=78 msg='[NN Vo] tôi ko biết có các loại API nào, và ưu tiên cài đặt ra sao, yêu cầu cài ...'
2026-07-16 14:53:41,929 INFO [20260713_090238_3402e480] agent.conversation_loop: Repaired 3 message-alternation violations before request (session=20260713_090238_3402e480)
2026-07-16 14:53:41,959 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7771 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:54:04,624 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7771 (_call):135523398055616 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:54:04,625 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #18: model=default provider=custom in=115499 out=1166 total=116665 latency=22.7s
2026-07-16 14:54:04,648 INFO [20260713_090238_3402e480] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=28 last_msg_role=assistant response_len=2333 session=20260713_090238_3402e480
2026-07-16 14:54:04,698 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=23.0s api_calls=1 response=2333 chars
2026-07-16 14:54:21,139 INFO gateway.platforms.base: [Telegram] Sending response (2333 chars) to -1003707758328
2026-07-16 14:55:45,132 INFO tui_gateway.ws: ws accepted peer=127.0.0.1:52974
2026-07-16 14:55:46,565 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=Thread-59 (_build):124940794721984 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:55:46,823 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-16 14:55:47,237 INFO hermes_cli.web_server: pty accepted peer=127.0.0.1 mode=loopback cred=token
2026-07-16 14:55:52,660 INFO tui_gateway.ws: ws accepted peer=127.0.0.1:33578
2026-07-16 14:55:52,992 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=Thread-65 (_build):124939449394880 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:55:53,137 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-16 14:56:17,581 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Cached user photo at /root/.hermes/cache/images/img_11edf3fb6d65.jpg
2026-07-16 14:56:18,384 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing photo batch agent:main:telegram:group:-1003707758328:1:photo-burst with 1 image(s)
2026-07-16 14:56:18,400 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='Ok v cài đặt nhóm 1 và 2, tuy nhiên tôi kiểm tra trong mcp ko thấy mcp này cài đ' reply_to_id=None reply_to_text=''
2026-07-16 14:56:18,525 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-16 14:56:18,629 INFO gateway.run: Image routing: text (mode=text). Pre-analyzing 1 image(s) via vision_analyze.
2026-07-16 14:56:18,630 INFO tools.vision_tools: Analyzing image: /root/.hermes/cache/images/img_11edf3fb6d65.jpg
2026-07-16 14:56:18,631 INFO tools.vision_tools: User prompt: Describe everything visible in this image in thorough detail. Include any text, code, data, objects,
2026-07-16 14:56:18,642 INFO tools.vision_tools: Image ready (65.3 KB)
2026-07-16 14:56:18,644 INFO tools.vision_tools: Converting image to base64...
2026-07-16 14:56:18,656 INFO tools.vision_tools: Image converted to base64 (87.1 KB)
2026-07-16 14:56:18,656 INFO tools.vision_tools: Processing image with vision model...
2026-07-16 14:56:37,420 INFO tools.vision_tools: Image analysis completed (337 characters)
2026-07-16 14:56:37,510 INFO [20260713_090238_3402e480] agent.turn_context: conversation turn: session=20260713_090238_3402e480 model=default provider=custom platform=telegram history=80 msg="[The user sent an image~ Here's what I can see: The image appears to be **blank/..."
2026-07-16 14:56:37,543 INFO [20260713_090238_3402e480] agent.conversation_loop: Repaired 3 message-alternation violations before request (session=20260713_090238_3402e480)
2026-07-16 14:56:37,594 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7772 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:56:39,814 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7772 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:56:39,815 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #19: model=default provider=custom in=97888 out=185 total=98073 latency=2.3s
2026-07-16 14:56:41,227 INFO [20260713_090238_3402e480] agent.tool_executor: tool terminal completed (1.39s, 194 chars)
2026-07-16 14:56:41,271 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7774 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:57:03,447 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7774 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:57:03,448 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #20: model=default provider=custom in=97980 out=308 total=98288 latency=22.2s
2026-07-16 14:57:03,520 INFO [20260713_090238_3402e480] agent.tool_executor: tool terminal completed (0.04s, 45 chars)
2026-07-16 14:57:03,562 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7776 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:57:08,773 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7776 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:57:08,774 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #21: model=default provider=custom in=98311 out=50 total=98361 latency=5.2s
2026-07-16 14:57:12,789 INFO [20260713_090238_3402e480] agent.tool_executor: tool terminal completed (3.99s, 6689 chars)
2026-07-16 14:57:12,843 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7778 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:57:14,292 INFO tools.mcp_tool: MCP server 'paper-search-mcp' (stdio): registered 61 tool(s): mcp__paper_search_mcp__search_papers, mcp__paper_search_mcp__search_arxiv, mcp__paper_search_mcp__search_pubmed, mcp__paper_search_mcp__search_biorxiv, mcp__paper_search_mcp__search_medrxiv, mcp__paper_search_mcp__search_google_scholar, mcp__paper_search_mcp__search_iacr, mcp__paper_search_mcp__download_arxiv, mcp__paper_search_mcp__download_pubmed, mcp__paper_search_mcp__download_biorxiv, mcp__paper_search_mcp__download_medrxiv, mcp__paper_search_mcp__download_iacr, mcp__paper_search_mcp__read_arxiv_paper, mcp__paper_search_mcp__read_pubmed_paper, mcp__paper_search_mcp__read_biorxiv_paper, mcp__paper_search_mcp__read_medrxiv_paper, mcp__paper_search_mcp__read_iacr_paper, mcp__paper_search_mcp__search_semantic, mcp__paper_search_mcp__download_semantic, mcp__paper_search_mcp__read_semantic_paper, mcp__paper_search_mcp__search_crossref, mcp__paper_search_mcp__get_crossref_paper_by_doi, mcp__paper_search_mcp__download_crossref, mcp__paper_search_mcp__download_scihub, mcp__paper_search_mcp__download_with_fallback, mcp__paper_search_mcp__read_crossref_paper, mcp__paper_search_mcp__search_openalex, mcp__paper_search_mcp__search_pmc, mcp__paper_search_mcp__search_core, mcp__paper_search_mcp__search_europepmc, mcp__paper_search_mcp__search_dblp, mcp__paper_search_mcp__search_openaire, mcp__paper_search_mcp__search_citeseerx, mcp__paper_search_mcp__search_doaj, mcp__paper_search_mcp__search_base, mcp__paper_search_mcp__search_zenodo, mcp__paper_search_mcp__search_hal, mcp__paper_search_mcp__search_ssrn, mcp__paper_search_mcp__search_unpaywall, mcp__paper_search_mcp__read_dblp_paper, mcp__paper_search_mcp__download_dblp, mcp__paper_search_mcp__read_openaire_paper, mcp__paper_search_mcp__download_openaire, mcp__paper_search_mcp__read_citeseerx_paper, mcp__paper_search_mcp__download_citeseerx, mcp__paper_search_mcp__read_doaj_paper, mcp__paper_search_mcp__download_doaj, mcp__paper_search_mcp__read_base_paper, mcp__paper_search_mcp__download_base, mcp__paper_search_mcp__read_zenodo_paper, mcp__paper_search_mcp__download_zenodo, mcp__paper_search_mcp__read_hal_paper, mcp__paper_search_mcp__download_hal, mcp__paper_search_mcp__read_ssrn_paper, mcp__paper_search_mcp__download_ssrn, mcp__paper_search_mcp__read_openalex_paper, mcp__paper_search_mcp__download_openalex, mcp__paper_search_mcp__list_resources, mcp__paper_search_mcp__read_resource, mcp__paper_search_mcp__list_prompts, mcp__paper_search_mcp__get_prompt
2026-07-16 14:57:14,297 INFO tools.mcp_tool: MCP: registered 61 tool(s) from 1 server(s)
2026-07-16 14:57:14,297 INFO tools.mcp_tool:   MCP: 61 tool(s) from 1 server(s)
2026-07-16 14:57:14,333 WARNING tools.registry: check_fn _browser_cdp_check returned False; dependent tools will be unavailable this turn
2026-07-16 14:57:14,345 WARNING tools.registry: check_fn _browser_dialog_check returned False; dependent tools will be unavailable this turn
2026-07-16 14:57:14,358 WARNING tools.registry: check_fn check_close_terminal_requirements returned False; dependent tools will be unavailable this turn
2026-07-16 14:57:14,359 WARNING tools.registry: check_fn check_computer_use_requirements returned False; dependent tools will be unavailable this turn
2026-07-16 14:57:14,415 WARNING tools.registry: check_fn check_image_generation_requirements returned False; dependent tools will be unavailable this turn
2026-07-16 14:57:14,418 WARNING tools.registry: check_fn _check_kanban_mode returned False; dependent tools will be unavailable this turn
2026-07-16 14:57:14,422 WARNING tools.registry: check_fn _check_kanban_orchestrator_mode returned False; dependent tools will be unavailable this turn
2026-07-16 14:57:14,424 WARNING tools.registry: check_fn check_read_terminal_requirements returned False; dependent tools will be unavailable this turn
2026-07-16 14:57:30,470 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7778 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:57:30,471 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #22: model=default provider=custom in=99785 out=23 total=99808 latency=17.7s
2026-07-16 14:57:32,078 INFO [20260713_090238_3402e480] agent.tool_executor: tool terminal completed (1.59s, 283 chars)
2026-07-16 14:57:32,124 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7780 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:57:33,739 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7780 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 14:57:33,740 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #23: model=default provider=custom in=99881 out=194 total=100075 latency=1.6s cache=93767/99881 (94%)
2026-07-16 14:57:33,768 INFO [20260713_090238_3402e480] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=5/60 budget=5/60 tool_turns=32 last_msg_role=assistant response_len=679 session=20260713_090238_3402e480
2026-07-16 14:57:33,804 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=75.4s api_calls=5 response=679 chars
2026-07-16 14:57:33,835 INFO gateway.platforms.base: [Telegram] Sending response (679 chars) to -1003707758328
2026-07-16 15:05:04,910 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:1 (255 chars)
2026-07-16 15:05:04,929 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='Semantic Scholar email đăng ký amyhunt2512@gmail.com For CORE stuck at registry ' reply_to_id=None reply_to_text=''
2026-07-16 15:05:05,210 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-16 15:05:05,374 INFO [20260713_090238_3402e480] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_0:135524911138496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:05:05,394 WARNING [20260713_090238_3402e480] tools.registry: check_fn _browser_cdp_check returned False; dependent tools will be unavailable this turn
2026-07-16 15:05:05,404 WARNING [20260713_090238_3402e480] tools.registry: check_fn _browser_dialog_check returned False; dependent tools will be unavailable this turn
2026-07-16 15:05:05,419 WARNING [20260713_090238_3402e480] tools.registry: check_fn check_close_terminal_requirements returned False; dependent tools will be unavailable this turn
2026-07-16 15:05:05,421 WARNING [20260713_090238_3402e480] tools.registry: check_fn check_computer_use_requirements returned False; dependent tools will be unavailable this turn
2026-07-16 15:05:05,491 WARNING [20260713_090238_3402e480] tools.registry: check_fn check_image_generation_requirements returned False; dependent tools will be unavailable this turn
2026-07-16 15:05:05,496 WARNING [20260713_090238_3402e480] tools.registry: check_fn _check_kanban_mode returned False; dependent tools will be unavailable this turn
2026-07-16 15:05:05,500 WARNING [20260713_090238_3402e480] tools.registry: check_fn _check_kanban_orchestrator_mode returned False; dependent tools will be unavailable this turn
2026-07-16 15:05:05,501 WARNING [20260713_090238_3402e480] tools.registry: check_fn check_read_terminal_requirements returned False; dependent tools will be unavailable this turn
2026-07-16 15:05:05,733 INFO [20260713_090238_3402e480] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-16 15:05:05,768 INFO [20260713_090238_3402e480] agent.turn_context: conversation turn: session=20260713_090238_3402e480 model=default provider=custom platform=telegram history=90 msg='[NN Vo] Semantic Scholar email đăng ký amyhunt2512@gmail.com For CORE stuck at r...'
2026-07-16 15:05:05,801 INFO [20260713_090238_3402e480] agent.conversation_loop: Repaired 3 message-alternation violations before request (session=20260713_090238_3402e480)
2026-07-16 15:05:05,843 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7781 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:05:40,953 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7781 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:05:40,954 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #1: model=default provider=custom in=103732 out=762 total=104494 latency=35.1s cache=4992/103732 (5%)
2026-07-16 15:05:40,981 INFO [20260713_090238_3402e480] agent.tool_executor: tool todo completed (0.00s, 633 chars)
2026-07-16 15:05:41,034 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7782 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:05:58,765 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7782 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:05:58,768 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #2: model=default provider=custom in=104160 out=388 total=104548 latency=17.8s cache=101632/104160 (98%)
2026-07-16 15:05:58,855 INFO [20260713_090238_3402e480] tools.browser_tool: Created local browser session h_1a2a0fe46f for task 20260713_090238_3402e480
2026-07-16 15:06:11,026 INFO [20260713_090238_3402e480] agent.tool_executor: tool browser_navigate completed (12.22s, 8616 chars)
2026-07-16 15:06:11,103 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7783 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:06:15,352 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7783 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:06:15,353 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #3: model=default provider=custom in=106561 out=82 total=106643 latency=4.3s cache=102144/106561 (96%)
2026-07-16 15:06:16,908 INFO [20260713_090238_3402e480] agent.tool_executor: tool browser_click completed (1.52s, 36 chars)
2026-07-16 15:06:16,954 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7784 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:06:27,434 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7784 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:06:27,460 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #4: model=default provider=custom in=106707 out=44 total=106751 latency=10.5s cache=104448/106707 (98%)
2026-07-16 15:06:29,066 INFO [20260713_090238_3402e480] agent.tool_executor: tool browser_snapshot completed (1.57s, 8312 chars)
2026-07-16 15:06:29,137 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7785 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:06:33,201 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7785 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:06:33,202 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #5: model=default provider=custom in=109018 out=207 total=109225 latency=4.1s cache=104704/109018 (96%)
2026-07-16 15:06:34,552 INFO [20260713_090238_3402e480] agent.tool_executor: tool browser_click completed (1.32s, 36 chars)
2026-07-16 15:06:34,600 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7786 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:06:37,529 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7786 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:06:37,530 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #6: model=default provider=custom in=109164 out=32 total=109196 latency=3.0s cache=107008/109164 (98%)
2026-07-16 15:06:38,992 INFO [20260713_090238_3402e480] agent.tool_executor: tool browser_snapshot completed (1.42s, 8312 chars)
2026-07-16 15:06:39,052 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7787 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:06:42,603 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7787 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:06:42,604 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #7: model=default provider=custom in=111521 out=133 total=111654 latency=3.6s cache=107136/111521 (96%)
2026-07-16 15:06:48,977 INFO [20260713_090238_3402e480] agent.tool_executor: tool browser_navigate completed (6.35s, 8581 chars)
2026-07-16 15:06:49,038 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7788 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:06:56,664 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7788 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:06:56,664 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #8: model=default provider=custom in=113906 out=493 total=114399 latency=7.6s cache=109440/113906 (96%)
2026-07-16 15:06:57,721 INFO [20260713_090238_3402e480] agent.tool_executor: tool browser_click completed (1.04s, 36 chars)
2026-07-16 15:06:57,762 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7789 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:07:07,301 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7789 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:07:07,303 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #9: model=default provider=custom in=114052 out=119 total=114171 latency=9.6s cache=111872/114052 (98%)
2026-07-16 15:07:12,760 INFO [20260713_090238_3402e480] agent.tool_executor: tool browser_navigate completed (5.43s, 2934 chars)
2026-07-16 15:07:12,809 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7790 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:07:18,379 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7790 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:07:18,380 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #10: model=default provider=custom in=115103 out=326 total=115429 latency=5.6s cache=112000/115103 (97%)
2026-07-16 15:07:22,552 INFO [20260713_090238_3402e480] agent.tool_executor: tool browser_navigate completed (4.15s, 3945 chars)
2026-07-16 15:07:22,621 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7791 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:07:28,047 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7791 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:07:28,050 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #11: model=default provider=custom in=116367 out=49 total=116416 latency=5.5s cache=113024/116367 (97%)
2026-07-16 15:07:29,332 INFO [20260713_090238_3402e480] agent.tool_executor: tool browser_click completed (1.25s, 35 chars)
2026-07-16 15:07:29,393 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7792 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:07:33,066 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7792 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:07:33,066 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #12: model=default provider=custom in=116513 out=32 total=116545 latency=3.7s cache=114304/116513 (98%)
2026-07-16 15:07:34,284 INFO [20260713_090238_3402e480] agent.tool_executor: tool browser_snapshot completed (1.20s, 3846 chars)
2026-07-16 15:07:34,328 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7793 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:07:44,737 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7793 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:07:44,739 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #13: model=default provider=custom in=117725 out=665 total=118390 latency=10.4s cache=114432/117725 (97%)
2026-07-16 15:07:49,947 INFO [20260713_090238_3402e480] agent.tool_executor: tool browser_navigate completed (5.19s, 8452 chars)
2026-07-16 15:07:49,996 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7794 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:07:53,458 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7794 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:07:53,458 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #14: model=default provider=custom in=120142 out=97 total=120239 latency=3.5s cache=115712/120142 (96%)
2026-07-16 15:07:54,578 INFO [20260713_090238_3402e480] agent.tool_executor: tool browser_click completed (1.10s, 36 chars)
2026-07-16 15:07:54,636 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7795 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:07:57,937 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7795 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:07:57,939 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #15: model=default provider=custom in=120288 out=64 total=120352 latency=3.3s cache=118016/120288 (98%)
2026-07-16 15:08:02,951 INFO [20260713_090238_3402e480] agent.tool_executor: tool browser_navigate completed (4.99s, 8593 chars)
2026-07-16 15:08:02,996 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7796 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:08:08,233 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7796 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:08:08,235 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #16: model=default provider=custom in=122679 out=199 total=122878 latency=5.3s cache=118272/122679 (96%)
2026-07-16 15:08:09,504 INFO [20260713_090238_3402e480] agent.tool_executor: tool browser_click completed (1.25s, 35 chars)
2026-07-16 15:08:09,559 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7797 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:08:12,507 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7797 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:08:12,507 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #17: model=default provider=custom in=122825 out=50 total=122875 latency=3.0s cache=120576/122825 (98%)
2026-07-16 15:08:14,571 INFO [20260713_090238_3402e480] agent.tool_executor: tool browser_snapshot completed (2.03s, 8469 chars)
2026-07-16 15:08:14,621 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7798 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:08:20,877 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7798 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:08:20,879 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #18: model=default provider=custom in=125150 out=387 total=125537 latency=6.3s cache=120704/125150 (96%)
2026-07-16 15:08:26,001 INFO [20260713_090238_3402e480] agent.tool_executor: tool browser_navigate completed (5.06s, 8452 chars)
2026-07-16 15:08:26,093 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7799 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:08:30,019 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7799 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:08:30,020 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #19: model=default provider=custom in=127525 out=165 total=127690 latency=3.9s cache=123136/127525 (97%)
2026-07-16 15:08:31,451 INFO [20260713_090238_3402e480] agent.tool_executor: tool browser_click completed (1.39s, 36 chars)
2026-07-16 15:08:31,497 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7800 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:08:33,532 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7800 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:08:33,533 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #20: model=default provider=custom in=132342 out=10 total=132352 latency=2.1s
2026-07-16 15:08:34,880 INFO [20260713_090238_3402e480] agent.tool_executor: tool browser_snapshot completed (1.30s, 8312 chars)
2026-07-16 15:08:34,924 INFO [20260713_090238_3402e480] agent.auxiliary_client: Auxiliary auto-detect: using main provider custom (default)
2026-07-16 15:08:35,041 INFO [20260713_090238_3402e480] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1/ — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-16 15:08:35,043 INFO [20260713_090238_3402e480] agent.conversation_compression: context compression started: session=20260713_090238_3402e480 messages=128 tokens=~132,342 model=default focus=None
2026-07-16 15:08:35,108 INFO [20260713_090238_3402e480] agent.auxiliary_client: Auxiliary auto-detect: using main provider custom (default)
2026-07-16 15:08:35,111 INFO [20260713_090238_3402e480] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-16 15:10:49,851 INFO tools.browser_tool: Cleaning up inactive session for task: 20260713_090238_3402e480 (inactive for 136s)
2026-07-16 15:12:33,572 INFO [20260713_090238_3402e480] agent.conversation_compression: context compression done: session=20260713_090238_3402e480 messages=128->55 rough_tokens=~54,809 awaiting_real_usage=true
2026-07-16 15:12:33,624 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7801 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:12:36,166 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7801 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:12:36,168 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #21: model=default provider=custom in=52118 out=272 total=52390 latency=2.6s
2026-07-16 15:12:36,237 INFO [20260713_090238_3402e480] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=21/60 budget=21/60 tool_turns=25 last_msg_role=assistant response_len=999 session=20260713_090238_3402e480
2026-07-16 15:12:36,286 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=451.4s api_calls=21 response=999 chars
2026-07-16 15:12:36,313 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:12:36,352 INFO gateway.platforms.base: [Telegram] Sending response (999 chars) to -1003707758328
2026-07-16 15:12:36,430 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-16 15:12:36,461 INFO [20260713_090238_3402e480] agent.turn_context: conversation turn: session=20260713_090238_3402e480 model=default provider=custom platform=telegram history=56 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-16 15:12:36,558 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7802 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:12:37,554 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7802 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:12:37,556 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #1: model=default provider=custom in=49752 out=18 total=49770 latency=1.1s
2026-07-16 15:12:37,665 INFO [20260713_090238_3402e480] agent.tool_executor: tool skill_view completed (0.10s, 8955 chars)
2026-07-16 15:12:37,708 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7803 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:12:53,680 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7803 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:12:53,682 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #2: model=default provider=custom in=54232 out=2518 total=56750 latency=16.0s
2026-07-16 15:12:53,808 INFO [20260713_090238_3402e480] agent.tool_executor: tool skill_manage completed (0.12s, 565 chars)
2026-07-16 15:12:53,858 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7804 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:12:57,265 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7804 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:12:57,266 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #3: model=default provider=custom in=55987 out=350 total=56337 latency=3.4s
2026-07-16 15:12:57,280 INFO [20260713_090238_3402e480] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/16 budget=3/16 tool_turns=27 last_msg_role=assistant response_len=758 session=20260713_090238_3402e480
2026-07-16 15:12:57,291 INFO [20260713_090238_3402e480] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:17:44,856 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:1 (105 chars)
2026-07-16 15:17:44,875 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='this is zenodo z2E3zLwbOGuaQ02GqxG1VhXwqrAZNUcqChEXXPpiZgbh2C8J2j4s0gVkMZhV  for' reply_to_id=None reply_to_text=''
2026-07-16 15:17:45,101 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-16 15:17:45,200 INFO [20260713_090238_3402e480] agent.turn_context: conversation turn: session=20260713_090238_3402e480 model=default provider=custom platform=telegram history=56 msg='[NN Vo] this is zenodo z2E3zLwbOGuaQ02GqxG1VhXwqrAZNUcqChEXXPpiZgbh2C8J2j4s0gVkM...'
2026-07-16 15:17:45,287 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7805 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:17:49,107 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7805 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:17:49,109 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #22: model=default provider=custom in=50391 out=207 total=50598 latency=3.8s
2026-07-16 15:17:49,145 WARNING [20260713_090238_3402e480] agent.tool_executor: Tool read_file returned error (0.00s): {"error": "Access denied: /root/.config/paper-search-mcp/.env is a secret-bearing environment file and cannot be read to prevent credential leakage. If you need to check the file structure, read .env.
2026-07-16 15:17:49,189 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7806 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:18:08,151 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7806 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:18:08,152 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #23: model=default provider=custom in=48869 out=329 total=49198 latency=19.0s
2026-07-16 15:18:08,498 INFO [20260713_090238_3402e480] agent.tool_executor: tool terminal completed (0.27s, 86 chars)
2026-07-16 15:18:08,537 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7808 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:18:09,970 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7808 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:18:09,971 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #24: model=default provider=custom in=49228 out=201 total=49429 latency=1.5s
2026-07-16 15:18:09,989 INFO [20260713_090238_3402e480] agent.tool_executor: tool todo completed (0.00s, 688 chars)
2026-07-16 15:18:10,018 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7809 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:18:31,609 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7809 (_call):135522827613888 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:18:31,610 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #25: model=default provider=custom in=60616 out=179 total=60795 latency=21.6s
2026-07-16 15:18:31,679 INFO [20260713_090238_3402e480] tools.browser_tool: Created local browser session h_a4924e3f9b for task 20260713_090238_3402e480
2026-07-16 15:18:40,013 INFO [20260713_090238_3402e480] agent.tool_executor: tool browser_navigate completed (8.38s, 8635 chars)
2026-07-16 15:18:41,030 INFO [20260713_090238_3402e480] tools.web_tools: Extracting content from 2 URL(s)
2026-07-16 15:18:41,105 WARNING [20260713_090238_3402e480] agent.tool_executor: Tool web_extract returned error (0.08s): {"success": false, "error": "DuckDuckGo (ddgs) is a search-only backend and cannot extract URL content. Set web.extract_backend to firecrawl, tavily, exa, or parallel."}
2026-07-16 15:18:41,170 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7810 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:19:30,363 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7810 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:19:30,365 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #26: model=default provider=custom in=52325 out=114 total=52439 latency=49.2s
2026-07-16 15:19:31,648 INFO [20260713_090238_3402e480] agent.tool_executor: tool browser_click completed (1.25s, 36 chars)
2026-07-16 15:19:31,693 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7811 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:19:48,613 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7811 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:19:48,615 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #27: model=default provider=custom in=52543 out=10 total=52553 latency=16.9s
2026-07-16 15:19:50,133 INFO [20260713_090238_3402e480] agent.tool_executor: tool browser_snapshot completed (1.50s, 8312 chars)
2026-07-16 15:19:50,181 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7812 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:19:59,807 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7812 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:19:59,823 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #28: model=default provider=custom in=54912 out=723 total=55635 latency=9.7s
2026-07-16 15:20:02,778 INFO [20260713_090238_3402e480] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=7/60 budget=7/60 tool_turns=31 last_msg_role=assistant response_len=2597 session=20260713_090238_3402e480
2026-07-16 15:20:02,844 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=138.0s api_calls=7 response=2597 chars
2026-07-16 15:20:02,947 INFO gateway.platforms.base: [Telegram] Sending response (2597 chars) to -1003707758328
2026-07-16 15:22:22,627 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:1 (97 chars)
2026-07-16 15:22:22,638 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='ko thể lấy api ở senmanticscholar rồi, bỏ qua  Bạn tự thiết lập proxy để dùng đư' reply_to_id=None reply_to_text=''
2026-07-16 15:22:22,806 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-16 15:22:22,881 INFO [20260713_090238_3402e480] agent.turn_context: conversation turn: session=20260713_090238_3402e480 model=default provider=custom platform=telegram history=71 msg='[NN Vo] ko thể lấy api ở senmanticscholar rồi, bỏ qua  Bạn tự thiết lập proxy để...'
2026-07-16 15:22:22,931 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7813 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:22:57,816 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7813 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:22:57,816 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #29: model=default provider=custom in=55666 out=1732 total=57398 latency=34.9s
2026-07-16 15:22:57,919 INFO [20260713_090238_3402e480] agent.tool_executor: tool todo completed (0.00s, 728 chars)
2026-07-16 15:22:57,964 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7814 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:23:00,691 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7814 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:23:00,692 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #30: model=default provider=custom in=56071 out=606 total=56677 latency=2.7s cache=48794/56071 (87%)
2026-07-16 15:23:44,710 INFO [20260713_090238_3402e480] agent.tool_executor: tool terminal completed (43.95s, 152 chars)
2026-07-16 15:23:44,786 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7816 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:24:02,087 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7816 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:24:02,089 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #31: model=default provider=custom in=56739 out=409 total=57148 latency=17.3s cache=48793/56739 (86%)
2026-07-16 15:24:02,283 INFO [20260713_090238_3402e480] agent.tool_executor: tool terminal completed (0.12s, 87 chars)
2026-07-16 15:24:02,350 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7818 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:24:35,118 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7818 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:24:35,119 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #32: model=default provider=custom in=58359 out=1084 total=59443 latency=32.8s cache=2816/58359 (5%)
2026-07-16 15:24:38,380 INFO [20260713_090238_3402e480] hermes.lint.lsp: lsp[pyright] 1 diags (scripts/rotate_gs_proxy.py)
2026-07-16 15:24:38,405 INFO [20260713_090238_3402e480] agent.tool_executor: tool write_file completed (3.24s, 230 chars)
2026-07-16 15:24:38,450 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7826 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:24:48,106 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7826 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:24:48,107 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #33: model=default provider=custom in=59485 out=350 total=59835 latency=9.7s cache=56320/59485 (95%)
2026-07-16 15:25:37,255 INFO [20260713_090238_3402e480] agent.tool_executor: tool terminal completed (49.12s, 214 chars)
2026-07-16 15:25:37,303 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7828 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:25:54,386 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7828 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:25:54,389 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #34: model=default provider=custom in=59694 out=643 total=60337 latency=17.1s cache=57472/59694 (96%)
2026-07-16 15:25:54,498 INFO [20260713_090238_3402e480] agent.tool_executor: tool cronjob completed (0.08s, 908 chars)
2026-07-16 15:25:54,542 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7829 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:26:06,372 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7829 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:26:06,373 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #35: model=default provider=custom in=60306 out=1129 total=61435 latency=11.9s cache=57600/60306 (96%)
2026-07-16 15:26:08,452 INFO [20260713_090238_3402e480] agent.tool_executor: tool terminal completed (2.00s, 203 chars)
2026-07-16 15:26:08,506 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7831 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:26:12,286 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7831 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:26:12,288 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #36: model=default provider=custom in=60793 out=216 total=61009 latency=3.8s cache=58240/60793 (96%)
2026-07-16 15:26:14,909 INFO [20260713_090238_3402e480] agent.tool_executor: tool terminal completed (2.59s, 283 chars)
2026-07-16 15:26:14,955 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7833 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:26:31,151 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7833 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:26:31,155 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #37: model=default provider=custom in=60992 out=183 total=61175 latency=16.2s cache=58752/60992 (96%)
2026-07-16 15:26:31,230 INFO [20260713_090238_3402e480] agent.tool_executor: tool terminal completed (0.04s, 371 chars)
2026-07-16 15:26:31,287 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7835 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:26:35,939 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7835 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:26:35,941 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #38: model=default provider=custom in=61293 out=319 total=61612 latency=4.7s cache=58880/61293 (96%)
2026-07-16 15:26:35,966 INFO [20260713_090238_3402e480] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=10/60 budget=10/60 tool_turns=40 last_msg_role=assistant response_len=740 session=20260713_090238_3402e480
2026-07-16 15:26:36,042 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=253.4s api_calls=10 response=740 chars
2026-07-16 15:26:36,115 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:26:36,119 INFO gateway.platforms.base: [Telegram] Sending response (740 chars) to -1003707758328
2026-07-16 15:26:36,218 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-16 15:26:36,245 INFO [20260713_090238_3402e480] agent.turn_context: conversation turn: session=20260713_090238_3402e480 model=default provider=custom platform=telegram history=91 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-16 15:26:36,287 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7836 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:26:54,075 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7836 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:26:54,076 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #1: model=default provider=custom in=62721 out=1622 total=64343 latency=17.8s cache=5120/62721 (8%)
2026-07-16 15:26:54,489 INFO [20260713_090238_3402e480] agent.tool_executor: tool skills_list completed (0.41s, 2670 chars)
2026-07-16 15:26:54,526 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7837 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:27:08,224 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7837 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:27:08,226 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #2: model=default provider=custom in=63504 out=673 total=64177 latency=13.7s cache=60672/63504 (96%)
2026-07-16 15:27:08,473 INFO [20260713_090238_3402e480] agent.tool_executor: tool skill_view completed (0.24s, 6508 chars)
2026-07-16 15:27:08,512 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7838 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:27:15,703 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7838 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:27:15,704 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #3: model=default provider=custom in=65189 out=566 total=65755 latency=7.2s cache=61440/65189 (94%)
2026-07-16 15:27:15,759 INFO [20260713_090238_3402e480] agent.tool_executor: tool skills_list completed (0.05s, 1057 chars)
2026-07-16 15:27:15,790 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7839 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:27:26,599 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7839 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:27:26,601 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #4: model=default provider=custom in=65556 out=963 total=66519 latency=10.8s cache=63104/65556 (96%)
2026-07-16 15:27:26,699 INFO [20260713_090238_3402e480] agent.tool_executor: tool skill_view completed (0.10s, 6508 chars)
2026-07-16 15:27:26,737 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7840 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:27:47,263 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7840 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:27:47,266 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #5: model=default provider=custom in=67241 out=2228 total=69469 latency=20.6s cache=63488/67241 (94%)
2026-07-16 15:27:47,325 INFO [20260713_090238_3402e480] agent.tool_executor: tool skill_manage completed (0.06s, 310 chars)
2026-07-16 15:27:47,374 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7841 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:28:01,796 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7841 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:28:01,798 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #6: model=default provider=custom in=69039 out=1631 total=70670 latency=14.5s cache=65152/69039 (94%)
2026-07-16 15:28:01,904 INFO [20260713_090238_3402e480] agent.tool_executor: tool skill_manage completed (0.05s, 241 chars)
2026-07-16 15:28:01,971 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7842 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:28:03,722 INFO gateway.run: Invalidated run generation for agent:main:telegram:group:-1003707758328:1 → 13 (session_reset)
2026-07-16 15:28:03,731 INFO [20260713_090238_3402e480] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=hermes-gateway_2:135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:28:06,557 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7842 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:28:06,558 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #7: model=default provider=custom in=70713 out=314 total=71027 latency=4.6s cache=66944/70713 (95%)
2026-07-16 15:28:06,673 INFO [20260713_090238_3402e480] agent.tool_executor: tool skill_view completed (0.11s, 8446 chars)
2026-07-16 15:28:06,726 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7843 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:28:12,453 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7843 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:28:12,454 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #8: model=default provider=custom in=72854 out=356 total=73210 latency=5.8s cache=68608/72854 (94%)
2026-07-16 15:28:12,467 WARNING [20260713_090238_3402e480] agent.tool_executor: Tool memory returned error (0.01s): {"success": false, "error": "After applying all 2 operations, memory would be at 1,392/1,375 chars -- over the limit. Remove or shorten more entries in the same batch (see current_entries below), then
2026-07-16 15:28:12,503 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7844 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:28:16,486 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7844 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:28:16,493 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #9: model=default provider=custom in=73381 out=170 total=73551 latency=4.0s cache=70784/73381 (96%)
2026-07-16 15:28:16,516 INFO [20260713_090238_3402e480] agent.tool_executor: tool memory completed (0.02s, 209 chars)
2026-07-16 15:28:16,579 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7845 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:28:23,579 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7845 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:28:23,580 INFO [20260713_090238_3402e480] agent.conversation_loop: API call #10: model=default provider=custom in=73590 out=526 total=74116 latency=7.0s cache=71296/73590 (97%)
2026-07-16 15:28:23,585 INFO [20260713_090238_3402e480] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=10/16 budget=10/16 tool_turns=49 last_msg_role=assistant response_len=1115 session=20260713_090238_3402e480
2026-07-16 15:28:23,590 INFO [20260713_090238_3402e480] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:28:52,626 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:1 (105 chars)
2026-07-16 15:28:52,643 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='dùng mcp paper search để download được https://www.tandfonline.com/doi/full/10.1' reply_to_id=None reply_to_text=''
2026-07-16 15:28:52,796 INFO [20260713_090238_3402e480] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_0:135524911138496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:28:52,917 INFO [20260713_090238_3402e480] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-16 15:28:52,954 INFO [20260716_152803_0b8a71cb] agent.turn_context: conversation turn: session=20260716_152803_0b8a71cb model=default provider=custom platform=telegram history=0 msg='[NN Vo] dùng mcp paper search để download được https://www.tandfonline.com/doi/f...'
2026-07-16 15:28:53,148 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7846 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:28:56,971 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7846 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:28:56,973 INFO [20260716_152803_0b8a71cb] agent.conversation_loop: API call #1: model=default provider=custom in=26958 out=185 total=27143 latency=3.8s cache=2816/26958 (10%)
2026-07-16 15:28:57,096 INFO agent.tool_executor: tool skills_list completed (0.10s, 2721 chars)
2026-07-16 15:28:58,041 INFO agent.tool_executor: tool search_files completed (1.04s, 309 chars)
2026-07-16 15:28:58,092 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7849 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:29:00,921 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7849 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:29:00,924 INFO [20260716_152803_0b8a71cb] agent.conversation_loop: API call #2: model=default provider=custom in=27951 out=195 total=28146 latency=2.9s cache=24832/27951 (89%)
2026-07-16 15:29:01,134 INFO [20260716_152803_0b8a71cb] agent.tool_executor: tool read_file completed (0.17s, 857 chars)
2026-07-16 15:29:01,249 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7854 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:29:06,290 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7854 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:29:06,290 INFO [20260716_152803_0b8a71cb] agent.conversation_loop: API call #3: model=default provider=custom in=27380 out=313 total=27693 latency=5.1s
2026-07-16 15:29:09,727 INFO [20260716_152803_0b8a71cb] agent.tool_executor: tool terminal completed (3.41s, 753 chars)
2026-07-16 15:29:09,763 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7856 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:30:17,047 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7856 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:30:17,048 INFO [20260716_152803_0b8a71cb] agent.conversation_loop: API call #4: model=default provider=custom in=28512 out=340 total=28852 latency=67.3s
2026-07-16 15:30:20,533 INFO [20260716_152803_0b8a71cb] agent.tool_executor: tool terminal completed (3.43s, 50711 chars)
2026-07-16 15:30:20,586 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7858 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:30:27,283 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7858 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:30:27,284 INFO [20260716_152803_0b8a71cb] agent.conversation_loop: API call #5: model=default provider=custom in=42922 out=455 total=43377 latency=6.7s cache=24444/42922 (57%)
2026-07-16 15:30:30,300 WARNING [20260716_152803_0b8a71cb] agent.tool_executor: Tool terminal returned error (3.00s): {"output": "[07/16/26 15:30:29] WARNING  No CORE API key provided. Searches may   core.py:40\n                             be rate-limited or return limited                  \n                        
2026-07-16 15:30:30,339 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7860 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:30:32,240 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7860 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:30:32,244 INFO [20260716_152803_0b8a71cb] agent.conversation_loop: API call #6: model=default provider=custom in=44959 out=296 total=45255 latency=1.9s cache=4074/44959 (9%)
2026-07-16 15:30:51,513 WARNING [20260716_152803_0b8a71cb] agent.tool_executor: Tool terminal returned error (19.23s): {"output": "[07/16/26 15:30:34] WARNING  No CORE API key provided. Searches may   core.py:40\n                             be rate-limited or return limited                  \n                        
2026-07-16 15:30:51,548 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7862 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:30:56,303 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7862 (_call):135522844399296 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:30:56,303 INFO [20260716_152803_0b8a71cb] agent.conversation_loop: API call #7: model=default provider=custom in=48884 out=270 total=49154 latency=4.8s
2026-07-16 15:30:56,327 INFO [20260716_152803_0b8a71cb] tools.web_tools: Extracting content from 1 URL(s)
2026-07-16 15:30:56,350 WARNING [20260716_152803_0b8a71cb] agent.tool_executor: Tool web_extract returned error (0.02s): {"success": false, "error": "DuckDuckGo (ddgs) is a search-only backend and cannot extract URL content. Set web.extract_backend to firecrawl, tavily, exa, or parallel."}
2026-07-16 15:30:56,383 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7863 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:31:02,028 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7863 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:31:02,032 INFO [20260716_152803_0b8a71cb] agent.conversation_loop: API call #8: model=default provider=custom in=49082 out=379 total=49461 latency=5.7s
2026-07-16 15:31:02,102 INFO [20260716_152803_0b8a71cb] tools.browser_tool: Created local browser session h_4da05b7e5b for task 20260716_152803_0b8a71cb
2026-07-16 15:31:06,119 INFO [20260716_152803_0b8a71cb] agent.tool_executor: tool browser_navigate completed (4.06s, 1373 chars)
2026-07-16 15:31:06,155 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7864 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:31:08,706 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7864 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 15:31:08,707 INFO [20260716_152803_0b8a71cb] agent.conversation_loop: API call #9: model=default provider=custom in=49757 out=179 total=49936 latency=2.6s
2026-07-16 15:31:10,188 INFO [20260716_152803_0b8a71cb] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=9/60 budget=9/60 tool_turns=8 last_msg_role=assistant response_len=674 session=20260716_152803_0b8a71cb
2026-07-16 15:31:10,217 INFO agent.auxiliary_client: Auxiliary title_generation: using auto (default) at http://localhost:20128/v1/
2026-07-16 15:31:10,223 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=137.6s api_calls=9 response=674 chars
2026-07-16 15:31:10,280 INFO gateway.platforms.base: [Telegram] Sending response (674 chars) to -1003707758328
2026-07-16 15:48:25,772 INFO gateway.run: Document cache cleanup: removed 1 stale file(s)
2026-07-16 16:18:12,369 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (162 chars)
2026-07-16 16:18:12,397 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='giải thích cho tôi về cơ chế trong việc sửa blog nhi-nhi-vietveda bạn đã clone g' reply_to_id=18 reply_to_text=''
2026-07-16 16:18:12,768 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-16 16:18:12,919 INFO [20260713_090238_3402e480] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_2:135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:18:13,029 INFO [20260713_090238_3402e480] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-16 16:18:13,070 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=195 msg='[NN Vo] giải thích cho tôi về cơ chế trong việc sửa blog nhi-nhi-vietveda bạn đã...'
2026-07-16 16:18:13,131 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260710_094439_1cb443b1)
2026-07-16 16:18:13,181 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7865 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:18:31,032 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:1 (15 chars)
2026-07-16 16:18:31,051 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tìm đủ mọi cách' reply_to_id=None reply_to_text=''
2026-07-16 16:18:31,249 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-16 16:18:31,333 INFO [20260716_152803_0b8a71cb] agent.turn_context: conversation turn: session=20260716_152803_0b8a71cb model=default provider=custom platform=telegram history=19 msg='[NN Vo] tìm đủ mọi cách'
2026-07-16 16:18:31,422 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7866 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:18:32,251 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7865 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:18:32,252 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1: model=default provider=custom in=122798 out=161 total=122959 latency=19.1s
2026-07-16 16:18:32,424 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.13s, 1975 chars)
2026-07-16 16:18:32,485 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7868 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:19:40,707 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7868 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:19:40,709 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #2: model=default provider=custom in=123945 out=40 total=123985 latency=68.2s
2026-07-16 16:19:40,867 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool read_file completed (0.12s, 125 chars)
2026-07-16 16:19:40,951 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7873 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:19:42,678 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7873 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:19:42,679 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #3: model=default provider=custom in=124039 out=40 total=124079 latency=1.8s
2026-07-16 16:19:42,823 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool read_file completed (0.09s, 573 chars)
2026-07-16 16:19:42,884 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7878 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:19:54,425 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7866 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:19:54,428 INFO [20260716_152803_0b8a71cb] agent.conversation_loop: API call #10: model=default provider=custom in=47218 out=1170 total=48388 latency=83.1s
2026-07-16 16:20:01,086 INFO [20260716_152803_0b8a71cb] agent.tool_executor: tool terminal completed (6.63s, 2084 chars)
2026-07-16 16:20:01,343 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7880 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:20:10,631 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7878 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:20:10,641 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #4: model=default provider=custom in=124299 out=805 total=125104 latency=27.8s
2026-07-16 16:20:10,685 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/60 budget=4/60 tool_turns=81 last_msg_role=assistant response_len=2699 session=20260710_094439_1cb443b1
2026-07-16 16:20:10,744 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=118.3s api_calls=4 response=2699 chars
2026-07-16 16:20:10,832 INFO gateway.platforms.base: [Telegram] Sending response (2699 chars) to -1003707758328
2026-07-16 16:20:22,451 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7880 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:20:22,452 INFO [20260716_152803_0b8a71cb] agent.conversation_loop: API call #11: model=default provider=custom in=48079 out=319 total=48398 latency=21.3s
2026-07-16 16:20:35,325 INFO [20260716_152803_0b8a71cb] agent.tool_executor: tool terminal completed (12.83s, 10083 chars)
2026-07-16 16:20:35,404 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7882 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:20:36,672 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7882 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:20:36,674 INFO [20260716_152803_0b8a71cb] agent.conversation_loop: API call #12: model=default provider=custom in=50804 out=28 total=50832 latency=1.3s
2026-07-16 16:20:36,776 WARNING [20260716_152803_0b8a71cb] agent.tool_executor: Tool terminal returned error (0.08s): {"output": "ping: sci-hub.se: Name or service not known", "exit_code": 2, "error": null}
2026-07-16 16:20:36,842 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7884 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:20:53,725 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7884 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:20:53,726 INFO [20260716_152803_0b8a71cb] agent.conversation_loop: API call #13: model=default provider=custom in=50868 out=34 total=50902 latency=16.9s cache=44823/50868 (88%)
2026-07-16 16:20:53,923 INFO [20260716_152803_0b8a71cb] agent.tool_executor: tool terminal completed (0.18s, 1099 chars)
2026-07-16 16:20:53,966 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7886 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:21:27,636 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7886 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:21:27,637 INFO [20260716_152803_0b8a71cb] agent.conversation_loop: API call #14: model=default provider=custom in=51093 out=295 total=51388 latency=33.7s cache=25856/51093 (51%)
2026-07-16 16:21:34,864 INFO [20260716_152803_0b8a71cb] agent.tool_executor: tool terminal completed (7.20s, 1074 chars)
2026-07-16 16:21:34,894 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7888 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:21:50,720 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7888 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:21:50,721 INFO [20260716_152803_0b8a71cb] agent.conversation_loop: API call #15: model=default provider=custom in=51524 out=499 total=52023 latency=15.8s cache=49024/51524 (95%)
2026-07-16 16:21:51,758 INFO [20260716_152803_0b8a71cb] agent.tool_executor: tool terminal completed (1.02s, 50458 chars)
2026-07-16 16:21:51,808 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7890 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:22:01,053 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7890 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:22:01,054 INFO [20260716_152803_0b8a71cb] agent.conversation_loop: API call #16: model=default provider=custom in=72733 out=809 total=73542 latency=9.3s cache=49408/72733 (68%)
2026-07-16 16:22:03,891 INFO [20260716_152803_0b8a71cb] agent.tool_executor: tool terminal completed (2.80s, 1123 chars)
2026-07-16 16:22:05,094 INFO [20260716_152803_0b8a71cb] agent.tool_executor: tool terminal completed (0.19s, 74 chars)
2026-07-16 16:22:06,120 WARNING [20260716_152803_0b8a71cb] agent.tool_executor: Tool terminal returned error (0.00s): {"output": "", "exit_code": -1, "error": "Foreground command uses '&' backgrounding. Use terminal(background=true) for long-lived processes, then run health checks and tests in follow-up terminal call
2026-07-16 16:22:06,175 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7893 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:22:11,757 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7893 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:22:11,758 INFO [20260716_152803_0b8a71cb] agent.conversation_loop: API call #17: model=default provider=custom in=73927 out=621 total=74548 latency=5.6s cache=70656/73927 (96%)
2026-07-16 16:22:11,781 WARNING [20260716_152803_0b8a71cb] agent.tool_executor: Tool terminal returned error (0.00s): {"output": "", "exit_code": -1, "error": "Foreground command uses '&' backgrounding. Use terminal(background=true) for long-lived processes, then run health checks and tests in follow-up terminal call
2026-07-16 16:22:13,585 INFO [20260716_152803_0b8a71cb] agent.tool_executor: tool terminal completed (0.78s, 71 chars)
2026-07-16 16:22:15,174 INFO [20260716_152803_0b8a71cb] agent.tool_executor: tool terminal completed (0.58s, 74 chars)
2026-07-16 16:22:15,228 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7896 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:22:26,501 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7896 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:22:26,502 INFO [20260716_152803_0b8a71cb] agent.conversation_loop: API call #18: model=default provider=custom in=74668 out=116 total=74784 latency=11.3s cache=71808/74668 (96%)
2026-07-16 16:22:26,624 INFO agent.tool_executor: tool read_file completed (0.10s, 2374 chars)
2026-07-16 16:22:26,646 INFO agent.tool_executor: tool read_file completed (0.13s, 1404 chars)
2026-07-16 16:22:26,699 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7905 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:22:32,403 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7905 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:22:32,403 INFO [20260716_152803_0b8a71cb] agent.conversation_loop: API call #19: model=default provider=custom in=76112 out=388 total=76500 latency=5.7s cache=72576/76112 (95%)
2026-07-16 16:22:32,469 INFO [20260716_152803_0b8a71cb] tools.web_tools: Web search via ddgs: '"Bases, bars, and blue jeans" Thailand "Vietnam War" Paungpetch PDF' (limit: 10)
2026-07-16 16:22:32,719 INFO primp: response: https://en.wikipedia.org/w/api.php?action=opensearch&profile=fuzzy&limit=1&search=%22Bases%2C%20bars%2C%20and%20blue%20jeans%22%20Thailand%20%22Vietnam%20War%22%20Paungpetch%20PDF 403
2026-07-16 16:22:32,860 INFO primp: response: https://grokipedia.com/api/typeahead?query=%22Bases%2C+bars%2C+and+blue+jeans%22+Thailand+%22Vietnam+War%22+Paungpetch+PDF&limit=1 200
2026-07-16 16:22:33,018 INFO primp: response: https://www.mojeek.com/search?q=%22Bases%2C+bars%2C+and+blue+jeans%22+Thailand+%22Vietnam+War%22+Paungpetch+PDF 200
2026-07-16 16:22:33,783 INFO primp: response: https://search.brave.com/search?q=%22Bases%2C+bars%2C+and+blue+jeans%22+Thailand+%22Vietnam+War%22+Paungpetch+PDF&source=web 200
2026-07-16 16:22:33,930 INFO primp: response: https://www.google.com/search?q=%22Bases%2C+bars%2C+and+blue+jeans%22+Thailand+%22Vietnam+War%22+Paungpetch+PDF&filter=1&start=0&hl=en-US&lr=lang_en&cr=countryUS 200
2026-07-16 16:22:34,391 INFO primp: response: https://www.startpage.com/sp/captcha/?bc=FR&bi=Contabo+GmbH&be=a31e4d91db4edb759387951b62e3ea1f&bds_t=1784211754Tc80dbc624381d899b0036acf632aa6c33a0b1716ad626eae4046e2cc0cf56b94&bds_s=c2c76af4169f4f82a429ca75085b6db1&bds_cq=&language=english&lui=english&t=device&query=&cat=web&sc=665xzJlchN4QpgBGdBnAIY6SVVlyJxenPckEawCQUyyTJMX4HVR2aPUtpkMro2G4x7apqdbRi5a400HOR&cmd=gen_page 200
2026-07-16 16:22:34,806 INFO primp: response: https://www.startpage.com/sp/captcha/?bc=FR&bi=Contabo+GmbH&be=a31e4d91db4edb759387951b62e3ea1f&bds_t=1784211754Tc80dbc624381d899b0036acf632aa6c33a0b1716ad626eae4046e2cc0cf56b94&bds_s=b0dcb83a67e84936b439243aa4bdfc23&bds_cq=&sc=&qsr=en_US&abe=0&t=device&language=english&abd=0&lui=english&qadf=moderate&abp=1&segment=organic&query=%22Bases%2C+bars%2C+and+blue+jeans%22+Thailand+%22Vietnam+War%22+Paungpetch+PDF&cat=web&cmd=gen_page 200
2026-07-16 16:22:35,032 INFO primp: response: https://search.yahoo.com/search;_ylt=ebBi41yb_171Vp5ngIEsss8s;_ylu=tRov8c20subpZMJH4gIIIyD0t-OnvbkMTf51mUYl_DlM2LI?p=%22Bases%2C+bars%2C+and+blue+jeans%22+Thailand+%22Vietnam+War%22+Paungpetch+PDF 200
2026-07-16 16:22:36,103 INFO primp: response: https://yandex.com/search/site/?text=%22Bases%2C+bars%2C+and+blue+jeans%22+Thailand+%22Vietnam+War%22+Paungpetch+PDF&web=1&searchid=1899336 200
2026-07-16 16:22:36,139 INFO [20260716_152803_0b8a71cb] plugins.web.ddgs.provider: DDGS search '"Bases, bars, and blue jeans" Thailand "Vietnam War" Paungpetch PDF': 10 results (limit 10)
2026-07-16 16:22:36,140 INFO [20260716_152803_0b8a71cb] agent.tool_executor: tool web_search completed (3.69s, 5469 chars)
2026-07-16 16:22:37,560 INFO [20260716_152803_0b8a71cb] agent.tool_executor: tool terminal completed (0.40s, 4418 chars)
2026-07-16 16:22:37,646 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7907 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:22:42,357 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7907 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:22:42,357 INFO [20260716_152803_0b8a71cb] agent.conversation_loop: API call #20: model=default provider=custom in=79749 out=213 total=79962 latency=4.8s cache=73984/79749 (93%)
2026-07-16 16:22:42,390 INFO tools.web_tools: Extracting content from 1 URL(s)
2026-07-16 16:22:42,405 INFO tools.web_tools: Web search via ddgs: 'Sudina Paungpetch institutional repository university pdf' (limit: 10)
2026-07-16 16:22:42,615 INFO primp: response: https://en.wikipedia.org/w/api.php?action=opensearch&profile=fuzzy&limit=1&search=Sudina%20Paungpetch%20institutional%20repository%20university%20pdf 403
2026-07-16 16:22:42,670 INFO agent.tool_executor: tool web_extract failed (0.29s): {"success": false, "error": "DuckDuckGo (ddgs) is a search-only backend and cannot extract URL content. Set web.extract_backend to firecrawl, tavily, exa, or parallel."}
2026-07-16 16:22:42,752 INFO primp: response: https://grokipedia.com/api/typeahead?query=Sudina+Paungpetch+institutional+repository+university+pdf&limit=1 200
2026-07-16 16:22:42,927 INFO primp: response: https://www.startpage.com/sp/captcha/?bc=FR&bi=Contabo+GmbH&be=a31e4d91db4edb759387951b62e3ea1f&bds_t=1784211762T3d1e56a2086d06eedf2e5ee6675f537ab0ce84fdc037501fa2e26d21c6050923&bds_s=448e8da92c8e40b3b1b0dd03663215ed&bds_cq=&language=english&lui=english&segment=startpage.opera&t=device&query=&cat=web&sc=665xzJlchoYnwj12dCAcdjUWOx7zO6jU1MsUO2MBKUR2kKnK4DAwqwZ8IOjvwQCSmQVxHNYVOh5MWrHCl&cmd=gen_page 200
2026-07-16 16:22:43,403 INFO primp: response: https://www.startpage.com/sp/captcha/?bc=FR&bi=Contabo+GmbH&be=a31e4d91db4edb759387951b62e3ea1f&bds_t=1784211762T3d1e56a2086d06eedf2e5ee6675f537ab0ce84fdc037501fa2e26d21c6050923&bds_s=520c3c08abe1409bbb1196d8648948b0&bds_cq=&language=english&abp=1&qadf=moderate&qsr=en_US&t=device&sc=&abe=0&lui=english&segment=organic&abd=0&query=Sudina+Paungpetch+institutional+repository+university+pdf&cat=web&cmd=gen_page 200
2026-07-16 16:22:43,653 INFO primp: response: https://search.yahoo.com/search;_ylt=Sm4dlNiF3PGy8ssnY9dYBX2P;_ylu=4DNPTBK4vul2AkooGNg1h9eT3Rdo7acWw15bkqayRY-ldQg?p=Sudina+Paungpetch+institutional+repository+university+pdf 200
2026-07-16 16:22:44,903 INFO primp: response: https://yandex.com/search/site/?text=Sudina+Paungpetch+institutional+repository+university+pdf&web=1&searchid=3845594 200
2026-07-16 16:22:44,928 INFO plugins.web.ddgs.provider: DDGS search 'Sudina Paungpetch institutional repository university pdf': 10 results (limit 10)
2026-07-16 16:22:44,929 INFO agent.tool_executor: tool web_search completed (2.55s, 4362 chars)
2026-07-16 16:22:44,953 WARNING [20260716_152803_0b8a71cb] agent.tool_executor: Tool web_extract returned error (0.29s): {"success": false, "error": "DuckDuckGo (ddgs) is a search-only backend and cannot extract URL content. Set web.extract_backend to firecrawl, tavily, exa, or parallel."}
2026-07-16 16:22:45,034 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7908 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:22:49,237 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7908 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:22:49,238 INFO [20260716_152803_0b8a71cb] agent.conversation_loop: API call #21: model=default provider=custom in=81118 out=257 total=81375 latency=4.3s cache=77696/81118 (96%)
2026-07-16 16:22:49,276 INFO tools.web_tools: Extracting content from 1 URL(s)
2026-07-16 16:22:49,291 INFO tools.web_tools: Web search via ddgs: '"Bases, bars, and blue jeans" "Thailand" "Vietnam War" filetype:pdf OR download PDF "Sudina Paungpetch"' (limit: 10)
2026-07-16 16:22:49,427 INFO primp: response: https://en.wikipedia.org/w/api.php?action=opensearch&profile=fuzzy&limit=1&search=%22Bases%2C%20bars%2C%20and%20blue%20jeans%22%20%22Thailand%22%20%22Vietnam%20War%22%20filetype%3Apdf%20OR%20download%20PDF%20%22Sudina%20Paungpetch%22 403
2026-07-16 16:22:49,450 INFO agent.tool_executor: tool web_extract failed (0.18s): {"success": false, "error": "DuckDuckGo (ddgs) is a search-only backend and cannot extract URL content. Set web.extract_backend to firecrawl, tavily, exa, or parallel."}
2026-07-16 16:22:49,764 INFO primp: response: https://grokipedia.com/api/typeahead?query=%22Bases%2C+bars%2C+and+blue+jeans%22+%22Thailand%22+%22Vietnam+War%22+filetype%3Apdf+OR+download+PDF+%22Sudina+Paungpetch%22&limit=1 200
2026-07-16 16:22:49,838 INFO primp: response: https://www.google.com/search?q=%22Bases%2C+bars%2C+and+blue+jeans%22+%22Thailand%22+%22Vietnam+War%22+filetype%3Apdf+OR+download+PDF+%22Sudina+Paungpetch%22&filter=1&start=0&hl=en-US&lr=lang_en&cr=countryUS 200
2026-07-16 16:22:50,421 INFO primp: response: https://yandex.com/search/site/?text=%22Bases%2C+bars%2C+and+blue+jeans%22+%22Thailand%22+%22Vietnam+War%22+filetype%3Apdf+OR+download+PDF+%22Sudina+Paungpetch%22&web=1&searchid=8394897 200
2026-07-16 16:22:50,571 INFO primp: response: https://www.mojeek.com/search?q=%22Bases%2C+bars%2C+and+blue+jeans%22+%22Thailand%22+%22Vietnam+War%22+filetype%3Apdf+OR+download+PDF+%22Sudina+Paungpetch%22 403
2026-07-16 16:22:51,478 INFO primp: response: https://search.brave.com/search?q=%22Bases%2C+bars%2C+and+blue+jeans%22+%22Thailand%22+%22Vietnam+War%22+filetype%3Apdf+OR+download+PDF+%22Sudina+Paungpetch%22&source=web 200
2026-07-16 16:22:51,575 INFO plugins.web.ddgs.provider: DDGS search '"Bases, bars, and blue jeans" "Thailand" "Vietnam War" filetype:pdf OR download PDF "Sudina Paungpetch"': 10 results (limit 10)
2026-07-16 16:22:51,576 INFO agent.tool_executor: tool web_search completed (2.30s, 5217 chars)
2026-07-16 16:22:51,579 WARNING [20260716_152803_0b8a71cb] agent.tool_executor: Tool web_extract returned error (0.18s): {"success": false, "error": "DuckDuckGo (ddgs) is a search-only backend and cannot extract URL content. Set web.extract_backend to firecrawl, tavily, exa, or parallel."}
2026-07-16 16:22:51,633 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7909 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:23:00,264 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7909 (_call):135523381270208 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:23:00,268 INFO [20260716_152803_0b8a71cb] agent.conversation_loop: API call #22: model=default provider=custom in=82824 out=205 total=83029 latency=8.7s cache=79104/82824 (96%)
2026-07-16 16:23:00,305 INFO tools.web_tools: Extracting content from 1 URL(s)
2026-07-16 16:23:00,353 INFO tools.web_tools: Web search via ddgs: 'site:repository.tamu.edu "Sudina Paungpetch" "Domino by design" OR "Bases, bars"' (limit: 5)
2026-07-16 16:23:00,364 INFO tools.web_tools: Web search via ddgs: 'site:rsu.edu Sudina Paungpetch PDF' (limit: 5)
2026-07-16 16:23:00,371 INFO agent.tool_executor: tool web_extract failed (0.07s): {"success": false, "error": "DuckDuckGo (ddgs) is a search-only backend and cannot extract URL content. Set web.extract_backend to firecrawl, tavily, exa, or parallel."}
2026-07-16 16:23:00,546 INFO primp: response: https://en.wikipedia.org/w/api.php?action=opensearch&profile=fuzzy&limit=1&search=site%3Arsu.edu%20Sudina%20Paungpetch%20PDF 403
2026-07-16 16:23:00,548 INFO primp: response: https://en.wikipedia.org/w/api.php?action=opensearch&profile=fuzzy&limit=1&search=site%3Arepository.tamu.edu%20%22Sudina%20Paungpetch%22%20%22Domino%20by%20design%22%20OR%20%22Bases%2C%20bars%22 403
2026-07-16 16:23:00,714 INFO primp: response: https://grokipedia.com/api/typeahead?query=site%3Arepository.tamu.edu+%22Sudina+Paungpetch%22+%22Domino+by+design%22+OR+%22Bases%2C+bars%22&limit=1 200
2026-07-16 16:23:00,821 INFO primp: response: https://grokipedia.com/api/typeahead?query=site%3Arsu.edu+Sudina+Paungpetch+PDF&limit=1 200
2026-07-16 16:23:00,828 INFO primp: response: https://www.google.com/search?q=site%3Arepository.tamu.edu+%22Sudina+Paungpetch%22+%22Domino+by+design%22+OR+%22Bases%2C+bars%22&filter=1&start=0&hl=en-US&lr=lang_en&cr=countryUS 200
2026-07-16 16:23:01,229 INFO primp: response: https://yandex.com/search/site/?text=site%3Arepository.tamu.edu+%22Sudina+Paungpetch%22+%22Domino+by+design%22+OR+%22Bases%2C+bars%22&web=1&searchid=3733000 200
2026-07-16 16:23:01,303 INFO primp: response: https://yandex.com/search/site/?text=site%3Arsu.edu+Sudina+Paungpetch+PDF&web=1&searchid=9001742 200
2026-07-16 16:23:01,312 INFO plugins.web.ddgs.provider: DDGS search 'site:rsu.edu Sudina Paungpetch PDF': 5 results (limit 5)
2026-07-16 16:23:01,313 INFO agent.tool_executor: tool web_search completed (0.99s, 1799 chars)
2026-07-16 16:23:01,365 INFO primp: response: https://www.mojeek.com/search?q=site%3Arepository.tamu.edu+%22Sudina+Paungpetch%22+%22Domino+by+design%22+OR+%22Bases%2C+bars%22 403
2026-07-16 16:23:01,586 INFO primp: response: https://search.yahoo.com/search;_ylt=Wkdk5cOponrO5rAbVt-nbJSG;_ylu=2XVDp4TIB3hRsqQ1z-u0TrrJ7gSx0_XWRFvwLTeNLEiAty8?p=site%3Arepository.tamu.edu+%22Sudina+Paungpetch%22+%22Domino+by+design%22+OR+%22Bases%2C+bars%22 200
2026-07-16 16:23:02,115 INFO ddgs.ddgs: Error in engine duckduckgo: AttributeError("module 'httpcore._sync' has no attribute 'http2'")
2026-07-16 16:23:02,946 INFO primp: response: https://search.brave.com/search?q=site%3Arepository.tamu.edu+%22Sudina+Paungpetch%22+%22Domino+by+design%22+OR+%22Bases%2C+bars%22&source=web 200
2026-07-16 16:23:02,983 INFO plugins.web.ddgs.provider: DDGS search 'site:repository.tamu.edu "Sudina Paungpetch" "Domino by design" OR "Bases, bars"': 5 results (limit 5)
2026-07-16 16:23:02,984 INFO agent.tool_executor: tool web_search completed (2.68s, 2027 chars)
2026-07-16 16:23:02,986 WARNING [20260716_152803_0b8a71cb] agent.tool_executor: Tool web_extract returned error (0.07s): {"success": false, "error": "DuckDuckGo (ddgs) is a search-only backend and cannot extract URL content. Set web.extract_backend to firecrawl, tavily, exa, or parallel."}

[Tool loop warning: same_tool
2026-07-16 16:23:03,042 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7910 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:23:06,570 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7910 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:23:06,573 INFO [20260716_152803_0b8a71cb] agent.conversation_loop: API call #23: model=default provider=custom in=84608 out=166 total=84774 latency=3.5s cache=81024/84608 (96%)
2026-07-16 16:23:06,627 INFO [20260716_152803_0b8a71cb] tools.browser_tool: Created local browser session h_2cb24e08ec for task 20260716_152803_0b8a71cb
2026-07-16 16:23:13,304 INFO [20260716_152803_0b8a71cb] agent.tool_executor: tool browser_navigate completed (6.71s, 658 chars)
2026-07-16 16:23:31,538 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7911 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:23:39,015 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7911 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:23:39,016 INFO [20260716_152803_0b8a71cb] agent.conversation_loop: API call #24: model=default provider=custom in=84951 out=70 total=85021 latency=7.5s cache=82560/84951 (97%)
2026-07-16 16:23:41,021 INFO [20260716_152803_0b8a71cb] agent.auxiliary_client: Auxiliary vision: using local9router (default) at http://localhost:20128/v1/
2026-07-16 16:23:43,048 INFO [20260716_152803_0b8a71cb] agent.tool_executor: tool browser_vision completed (3.96s, 1013 chars)
2026-07-16 16:23:43,096 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7912 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:23:46,444 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7912 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:23:46,446 INFO [20260716_152803_0b8a71cb] agent.conversation_loop: API call #25: model=default provider=custom in=85331 out=151 total=85482 latency=3.4s cache=82944/85331 (97%)
2026-07-16 16:23:47,722 INFO [20260716_152803_0b8a71cb] agent.tool_executor: tool browser_click completed (1.25s, 35 chars)
2026-07-16 16:23:47,762 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7913 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:23:49,813 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7913 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:23:49,814 INFO [20260716_152803_0b8a71cb] agent.conversation_loop: API call #26: model=default provider=custom in=85477 out=32 total=85509 latency=2.1s cache=83328/85477 (97%)
2026-07-16 16:23:51,035 INFO [20260716_152803_0b8a71cb] agent.tool_executor: tool browser_snapshot completed (1.20s, 438 chars)
2026-07-16 16:23:51,074 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7914 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:23:53,332 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7914 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:23:53,334 INFO [20260716_152803_0b8a71cb] agent.conversation_loop: API call #27: model=default provider=custom in=85726 out=49 total=85775 latency=2.3s cache=83456/85726 (97%)
2026-07-16 16:23:54,554 INFO [20260716_152803_0b8a71cb] agent.tool_executor: tool browser_click completed (1.20s, 35 chars)
2026-07-16 16:23:54,598 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7915 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:23:56,785 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7915 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:23:56,786 INFO [20260716_152803_0b8a71cb] agent.conversation_loop: API call #28: model=default provider=custom in=85872 out=32 total=85904 latency=2.2s cache=83712/85872 (97%)
2026-07-16 16:23:58,015 INFO [20260716_152803_0b8a71cb] agent.tool_executor: tool browser_snapshot completed (1.20s, 1178 chars)
2026-07-16 16:23:58,054 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7916 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:24:06,169 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7916 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:24:06,170 INFO [20260716_152803_0b8a71cb] agent.conversation_loop: API call #29: model=default provider=custom in=86315 out=853 total=87168 latency=8.1s cache=83840/86315 (97%)
2026-07-16 16:24:09,435 INFO [20260716_152803_0b8a71cb] agent.tool_executor: tool terminal completed (3.24s, 394 chars)
2026-07-16 16:24:09,494 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7918 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:24:15,071 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7918 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:24:15,073 INFO [20260716_152803_0b8a71cb] agent.conversation_loop: API call #30: model=default provider=custom in=87197 out=552 total=87749 latency=5.6s cache=84224/87197 (97%)
2026-07-16 16:24:15,727 INFO [20260716_152803_0b8a71cb] agent.tool_executor: tool terminal completed (0.61s, 145 chars)
2026-07-16 16:24:15,765 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7920 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:24:18,587 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7920 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:24:18,588 INFO [20260716_152803_0b8a71cb] agent.conversation_loop: API call #31: model=default provider=custom in=87813 out=151 total=87964 latency=2.8s cache=85632/87813 (98%)
2026-07-16 16:24:18,710 INFO agent.tool_executor: tool read_file completed (0.10s, 8335 chars)
2026-07-16 16:24:18,727 INFO agent.tool_executor: tool read_file completed (0.12s, 2374 chars)
2026-07-16 16:24:18,774 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7929 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:24:20,469 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7929 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:24:20,471 INFO [20260716_152803_0b8a71cb] agent.conversation_loop: API call #32: model=default provider=custom in=98929 out=165 total=99094 latency=1.7s
2026-07-16 16:24:21,007 INFO [20260716_152803_0b8a71cb] agent.tool_executor: tool skills_list completed (0.46s, 2721 chars)
2026-07-16 16:24:21,044 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7930 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:25:11,492 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7930 (_call):135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:25:11,495 INFO [20260716_152803_0b8a71cb] agent.conversation_loop: API call #33: model=default provider=custom in=102102 out=935 total=103037 latency=50.5s
2026-07-16 16:25:13,461 INFO [20260716_152803_0b8a71cb] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=24/60 budget=24/60 tool_turns=31 last_msg_role=assistant response_len=1247 session=20260716_152803_0b8a71cb
2026-07-16 16:25:13,519 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=402.5s api_calls=24 response=1247 chars
2026-07-16 16:25:13,560 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:25:13,583 INFO gateway.platforms.base: [Telegram] Sending response (1247 chars) to -1003707758328
2026-07-16 16:25:13,708 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-16 16:25:13,733 INFO [20260716_152803_0b8a71cb] agent.turn_context: conversation turn: session=20260716_152803_0b8a71cb model=default provider=custom platform=telegram history=78 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-16 16:25:13,773 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7931 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:25:31,840 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7931 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:25:31,842 INFO [20260716_152803_0b8a71cb] agent.conversation_loop: API call #1: model=default provider=custom in=97187 out=2529 total=99716 latency=18.1s
2026-07-16 16:25:31,854 WARNING [20260716_152803_0b8a71cb] agent.tool_executor: Tool skill_manage returned error (0.00s): {"success": false, "error": "SKILL.md must start with YAML frontmatter (---). See existing skills for format."}
2026-07-16 16:25:32,943 WARNING [20260716_152803_0b8a71cb] agent.tool_executor: Tool skill_manage returned error (0.09s): {"success": false, "error": "Refusing background curator patch for skill 'api-credential-acquisition': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for S
2026-07-16 16:25:33,954 INFO [20260716_152803_0b8a71cb] agent.tool_executor: tool memory completed (0.01s, 212 chars)
2026-07-16 16:25:33,986 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7932 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:25:35,289 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7932 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:25:35,290 INFO [20260716_152803_0b8a71cb] agent.conversation_loop: API call #2: model=default provider=custom in=99024 out=42 total=99066 latency=1.3s
2026-07-16 16:25:35,639 INFO agent.tool_executor: tool skill_view completed (0.34s, 8446 chars)
2026-07-16 16:25:35,690 INFO agent.tool_executor: tool skill_view failed (0.39s): {"success": false, "error": "Skill 'academic-source-retrieval' not found.", "available_skills": ["computer-use", "deploy-internal-dashboard", "dogfood", "notebook-master-sync", "onboarding", "research
2026-07-16 16:25:35,694 WARNING [20260716_152803_0b8a71cb] agent.tool_executor: Tool skill_view returned error (0.39s): {"success": false, "error": "Skill 'academic-source-retrieval' not found.", "available_skills": ["computer-use", "deploy-internal-dashboard", "dogfood", "notebook-master-sync", "onboarding", "research
2026-07-16 16:25:35,729 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7933 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:25:42,630 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7933 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:25:42,631 INFO [20260716_152803_0b8a71cb] agent.conversation_loop: API call #3: model=default provider=custom in=104940 out=1017 total=105957 latency=6.9s
2026-07-16 16:25:42,750 INFO [20260716_152803_0b8a71cb] agent.tool_executor: tool skill_manage completed (0.12s, 544 chars)
2026-07-16 16:25:42,791 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7934 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:25:48,091 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7934 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:25:48,092 INFO [20260716_152803_0b8a71cb] agent.conversation_loop: API call #4: model=default provider=custom in=105997 out=926 total=106923 latency=5.3s cache=102558/105997 (97%)
2026-07-16 16:25:48,119 WARNING [20260716_152803_0b8a71cb] agent.tool_executor: Tool skill_manage returned error (0.02s): {"success": false, "error": "Refusing background curator patch for skill 'api-credential-acquisition': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for S
2026-07-16 16:25:48,151 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7935 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:25:54,606 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7935 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:25:54,606 INFO [20260716_152803_0b8a71cb] agent.conversation_loop: API call #5: model=default provider=custom in=106623 out=925 total=107548 latency=6.5s
2026-07-16 16:25:54,634 WARNING [20260716_152803_0b8a71cb] agent.tool_executor: Tool skill_manage returned error (0.02s): {"success": false, "error": "Refusing background curator patch for skill 'api-credential-acquisition': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for S
2026-07-16 16:25:54,671 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7936 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:25:58,203 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7936 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:25:58,204 INFO [20260716_152803_0b8a71cb] agent.conversation_loop: API call #6: model=default provider=custom in=102888 out=31 total=102919 latency=3.6s
2026-07-16 16:25:58,293 INFO [20260716_152803_0b8a71cb] agent.tool_executor: tool skill_view completed (0.08s, 7290 chars)
2026-07-16 16:25:58,338 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7937 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:26:16,783 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7937 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:26:16,784 INFO [20260716_152803_0b8a71cb] agent.conversation_loop: API call #7: model=default provider=custom in=104647 out=304 total=104951 latency=18.5s
2026-07-16 16:26:16,877 WARNING [20260716_152803_0b8a71cb] agent.tool_executor: Tool skill_manage returned error (0.09s): {"success": false, "error": "Could not find a match for old_string in the file\n\nDid you mean one of these sections?\n  72|     *   Remind the user to run `/reset` to refresh the agent session and pi
2026-07-16 16:26:16,923 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7938 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:27:58,514 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7938 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:27:58,515 INFO [20260716_152803_0b8a71cb] agent.conversation_loop: API call #8: model=default provider=custom in=105680 out=248 total=105928 latency=101.6s cache=97798/105680 (93%)
2026-07-16 16:27:58,554 INFO [20260716_152803_0b8a71cb] agent.tool_executor: tool skill_manage completed (0.03s, 425 chars)
2026-07-16 16:27:58,590 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7939 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:28:48,156 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7939 (_call):135522852792000 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 16:28:48,157 INFO [20260716_152803_0b8a71cb] agent.conversation_loop: API call #9: model=default provider=custom in=106043 out=150 total=106193 latency=49.6s
2026-07-16 16:28:48,210 INFO [20260716_152803_0b8a71cb] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=9/16 budget=9/16 tool_turns=39 last_msg_role=assistant response_len=678 session=20260716_152803_0b8a71cb
2026-07-16 16:28:48,216 INFO [20260716_152803_0b8a71cb] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135523926533824 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 18:58:58,364 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=asyncio_3:124939860440768 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 18:58:58,370 INFO tui_gateway.ws: ws closed peer=127.0.0.1:52974 reason=client_disconnect(code=1006,reason=) messages=1 parse_errors=0 dispatch_crashes=0 send_failures=0 reaped_sessions=1 detached_sessions=0
2026-07-16 18:59:00,345 INFO hermes_cli.web_server: pty accepted peer=127.0.0.1 mode=loopback cred=token
2026-07-16 19:47:32,470 INFO tui_gateway.ws: ws closed peer=127.0.0.1:33578 reason=client_disconnect(code=1005,reason=) messages=22164 parse_errors=0 dispatch_crashes=0 send_failures=0 reaped_sessions=0 detached_sessions=1
2026-07-16 19:47:52,490 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=Thread-69:124939823724224 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 21:25:58,702 INFO cron.scheduler: Running job 'rotate-gs-proxy' (ID: 22df2c51a45d)
2026-07-16 21:25:58,702 INFO cron.scheduler: Prompt: [IMPORTANT: You are running as a scheduled cron job. DELIVERY: Your final response will be automatic
2026-07-16 21:26:02,615 INFO tools.mcp_tool: MCP server 'paper-search-mcp' (stdio): registered 61 tool(s): mcp__paper_search_mcp__search_papers, mcp__paper_search_mcp__search_arxiv, mcp__paper_search_mcp__search_pubmed, mcp__paper_search_mcp__search_biorxiv, mcp__paper_search_mcp__search_medrxiv, mcp__paper_search_mcp__search_google_scholar, mcp__paper_search_mcp__search_iacr, mcp__paper_search_mcp__download_arxiv, mcp__paper_search_mcp__download_pubmed, mcp__paper_search_mcp__download_biorxiv, mcp__paper_search_mcp__download_medrxiv, mcp__paper_search_mcp__download_iacr, mcp__paper_search_mcp__read_arxiv_paper, mcp__paper_search_mcp__read_pubmed_paper, mcp__paper_search_mcp__read_biorxiv_paper, mcp__paper_search_mcp__read_medrxiv_paper, mcp__paper_search_mcp__read_iacr_paper, mcp__paper_search_mcp__search_semantic, mcp__paper_search_mcp__download_semantic, mcp__paper_search_mcp__read_semantic_paper, mcp__paper_search_mcp__search_crossref, mcp__paper_search_mcp__get_crossref_paper_by_doi, mcp__paper_search_mcp__download_crossref, mcp__paper_search_mcp__download_scihub, mcp__paper_search_mcp__download_with_fallback, mcp__paper_search_mcp__read_crossref_paper, mcp__paper_search_mcp__search_openalex, mcp__paper_search_mcp__search_pmc, mcp__paper_search_mcp__search_core, mcp__paper_search_mcp__search_europepmc, mcp__paper_search_mcp__search_dblp, mcp__paper_search_mcp__search_openaire, mcp__paper_search_mcp__search_citeseerx, mcp__paper_search_mcp__search_doaj, mcp__paper_search_mcp__search_base, mcp__paper_search_mcp__search_zenodo, mcp__paper_search_mcp__search_hal, mcp__paper_search_mcp__search_ssrn, mcp__paper_search_mcp__search_unpaywall, mcp__paper_search_mcp__read_dblp_paper, mcp__paper_search_mcp__download_dblp, mcp__paper_search_mcp__read_openaire_paper, mcp__paper_search_mcp__download_openaire, mcp__paper_search_mcp__read_citeseerx_paper, mcp__paper_search_mcp__download_citeseerx, mcp__paper_search_mcp__read_doaj_paper, mcp__paper_search_mcp__download_doaj, mcp__paper_search_mcp__read_base_paper, mcp__paper_search_mcp__download_base, mcp__paper_search_mcp__read_zenodo_paper, mcp__paper_search_mcp__download_zenodo, mcp__paper_search_mcp__read_hal_paper, mcp__paper_search_mcp__download_hal, mcp__paper_search_mcp__read_ssrn_paper, mcp__paper_search_mcp__download_ssrn, mcp__paper_search_mcp__read_openalex_paper, mcp__paper_search_mcp__download_openalex, mcp__paper_search_mcp__list_resources, mcp__paper_search_mcp__read_resource, mcp__paper_search_mcp__list_prompts, mcp__paper_search_mcp__get_prompt
2026-07-16 21:26:02,628 INFO tools.mcp_tool: MCP: registered 61 tool(s) from 1 server(s)
2026-07-16 21:26:02,628 INFO tools.mcp_tool:   MCP: 61 tool(s) from 1 server(s)
2026-07-16 21:26:02,628 INFO cron.scheduler: Job '22df2c51a45d': 61 MCP tool(s) available
2026-07-16 21:26:02,820 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=cron-parallel_0:135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 21:26:02,846 WARNING tools.registry: check_fn _browser_cdp_check returned False; dependent tools will be unavailable this turn
2026-07-16 21:26:02,861 WARNING tools.registry: check_fn _browser_dialog_check returned False; dependent tools will be unavailable this turn
2026-07-16 21:26:02,878 WARNING tools.registry: check_fn check_close_terminal_requirements returned False; dependent tools will be unavailable this turn
2026-07-16 21:26:02,878 WARNING tools.registry: check_fn check_computer_use_requirements returned False; dependent tools will be unavailable this turn
2026-07-16 21:26:02,945 WARNING tools.registry: check_fn check_image_generation_requirements returned False; dependent tools will be unavailable this turn
2026-07-16 21:26:02,950 WARNING tools.registry: check_fn _check_kanban_mode returned False; dependent tools will be unavailable this turn
2026-07-16 21:26:02,953 WARNING tools.registry: check_fn _check_kanban_orchestrator_mode returned False; dependent tools will be unavailable this turn
2026-07-16 21:26:02,954 WARNING tools.registry: check_fn check_read_terminal_requirements returned False; dependent tools will be unavailable this turn
2026-07-16 21:26:11,506 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-16 21:26:11,565 INFO [cron_22df2c51a45d_20260716_212558] agent.turn_context: conversation turn: session=cron_22df2c51a45d_20260716_212558 model=default provider=custom platform=cron history=0 msg='[IMPORTANT: You are running as a scheduled cron job. DELIVERY: Your final respon...'
2026-07-16 21:26:12,229 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7940 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 21:26:14,243 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7940 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 21:26:14,248 INFO [cron_22df2c51a45d_20260716_212558] agent.conversation_loop: API call #1: model=default provider=custom in=27360 out=507 total=27867 latency=2.1s
2026-07-16 21:26:14,646 INFO [cron_22df2c51a45d_20260716_212558] agent.tool_executor: tool read_file completed (0.23s, 4276 chars)
2026-07-16 21:26:14,692 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7945 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 21:26:34,369 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7945 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 21:26:34,369 INFO [cron_22df2c51a45d_20260716_212558] agent.conversation_loop: API call #2: model=default provider=custom in=28939 out=81 total=29020 latency=19.7s
2026-07-16 21:26:35,968 INFO [cron_22df2c51a45d_20260716_212558] agent.tool_executor: tool terminal completed (1.58s, 91 chars)
2026-07-16 21:26:35,995 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7947 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 21:26:39,326 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7947 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 21:26:39,328 INFO [cron_22df2c51a45d_20260716_212558] agent.conversation_loop: API call #3: model=default provider=custom in=29020 out=138 total=29158 latency=3.3s
2026-07-16 21:26:39,358 INFO [cron_22df2c51a45d_20260716_212558] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=3/60 tool_turns=2 last_msg_role=assistant response_len=8 session=cron_22df2c51a45d_20260716_212558
2026-07-16 21:26:39,367 INFO cron.scheduler: Job 'rotate-gs-proxy' completed successfully
2026-07-16 21:26:39,404 INFO cron.scheduler: Job '22df2c51a45d': agent returned [SILENT] — skipping delivery
2026-07-16 21:26:39,405 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=cron-parallel_0:135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-16 23:30:53,242 WARNING hermes_plugins.telegram_platform.adapter: [Telegram] Telegram network error, scheduling reconnect: Bad Gateway
2026-07-16 23:30:53,245 WARNING hermes_plugins.telegram_platform.adapter: [Telegram] Telegram network error (attempt 1/10), reconnecting in 5s. Error: Bad Gateway
2026-07-16 23:31:13,251 WARNING hermes_plugins.telegram_platform.adapter: [Telegram] updater.stop() timed out during network-error reconnect (likely CLOSE-WAIT socket); forcing drain and restart without clean stop
2026-07-16 23:31:13,970 WARNING hermes_plugins.telegram_platform.adapter: [Telegram] Polling heartbeat probe failed (); triggering reconnect
2026-07-16 23:31:33,292 ERROR telegram.ext: Network Retry Loop (Bootstrap delete Webhook): Timed out: Timed out. Failed run number 0 of 0. Aborting.
Traceback (most recent call last):
  File "/usr/local/lib/hermes-agent/venv/lib/python3.11/site-packages/httpx/_transports/default.py", line 101, in map_httpcore_exceptions
    yield
  File "/usr/local/lib/hermes-agent/venv/lib/python3.11/site-packages/httpx/_transports/default.py", line 394, in handle_async_request
    resp = await self._pool.handle_async_request(req)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/hermes-agent/venv/lib/python3.11/site-packages/httpcore/_async/connection_pool.py", line 256, in handle_async_request
    raise exc from None
  File "/usr/local/lib/hermes-agent/venv/lib/python3.11/site-packages/httpcore/_async/connection_pool.py", line 236, in handle_async_request
    response = await connection.handle_async_request(
               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/hermes-agent/venv/lib/python3.11/site-packages/httpcore/_async/connection.py", line 103, in handle_async_request
    return await self._connection.handle_async_request(request)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/hermes-agent/venv/lib/python3.11/site-packages/httpcore/_async/http11.py", line 136, in handle_async_request
    raise exc
  File "/usr/local/lib/hermes-agent/venv/lib/python3.11/site-packages/httpcore/_async/http11.py", line 106, in handle_async_request
    ) = await self._receive_response_headers(**kwargs)
        ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/hermes-agent/venv/lib/python3.11/site-packages/httpcore/_async/http11.py", line 177, in _receive_response_headers
    event = await self._receive_event(timeout=timeout)
            ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/hermes-agent/venv/lib/python3.11/site-packages/httpcore/_async/http11.py", line 217, in _receive_event
    data = await self._network_stream.read(
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/hermes-agent/venv/lib/python3.11/site-packages/httpcore/_backends/anyio.py", line 32, in read
    with map_exceptions(exc_map):
  File "/usr/local/share/uv/python/cpython-3.11.15-linux-x86_64-gnu/lib/python3.11/contextlib.py", line 158, in __exit__
    self.gen.throw(typ, value, traceback)
  File "/usr/local/lib/hermes-agent/venv/lib/python3.11/site-packages/httpcore/_exceptions.py", line 14, in map_exceptions
    raise to_exc(exc) from exc
httpcore.ReadTimeout

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File "/usr/local/lib/hermes-agent/venv/lib/python3.11/site-packages/telegram/request/_httpxrequest.py", line 279, in do_request
    res = await self._client.request(
          ^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/hermes-agent/venv/lib/python3.11/site-packages/httpx/_client.py", line 1540, in request
    return await self.send(request, auth=auth, follow_redirects=follow_redirects)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/hermes-agent/venv/lib/python3.11/site-packages/httpx/_client.py", line 1629, in send
    response = await self._send_handling_auth(
               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/hermes-agent/venv/lib/python3.11/site-packages/httpx/_client.py", line 1657, in _send_handling_auth
    response = await self._send_handling_redirects(
               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/hermes-agent/venv/lib/python3.11/site-packages/httpx/_client.py", line 1694, in _send_handling_redirects
    response = await self._send_single_request(request)
               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/hermes-agent/venv/lib/python3.11/site-packages/httpx/_client.py", line 1730, in _send_single_request
    response = await transport.handle_async_request(request)
               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/hermes-agent/plugins/platforms/telegram/telegram_network.py", line 90, in handle_async_request
    response = await transport.handle_async_request(candidate)
               ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/hermes-agent/venv/lib/python3.11/site-packages/httpx/_transports/default.py", line 393, in handle_async_request
    with map_httpcore_exceptions():
  File "/usr/local/share/uv/python/cpython-3.11.15-linux-x86_64-gnu/lib/python3.11/contextlib.py", line 158, in __exit__
    self.gen.throw(typ, value, traceback)
  File "/usr/local/lib/hermes-agent/venv/lib/python3.11/site-packages/httpx/_transports/default.py", line 118, in map_httpcore_exceptions
    raise mapped_exc(message) from exc
httpx.ReadTimeout

The above exception was the direct cause of the following exception:

Traceback (most recent call last):
  File "/usr/local/lib/hermes-agent/venv/lib/python3.11/site-packages/telegram/ext/_utils/networkloop.py", line 161, in network_retry_loop
    await do_action()
  File "/usr/local/lib/hermes-agent/venv/lib/python3.11/site-packages/telegram/ext/_utils/networkloop.py", line 136, in do_action
    await action_cb()
  File "/usr/local/lib/hermes-agent/venv/lib/python3.11/site-packages/telegram/ext/_updater.py", line 686, in bootstrap_del_webhook
    await self.bot.delete_webhook(drop_pending_updates=drop_pending_updates)
  File "/usr/local/lib/hermes-agent/venv/lib/python3.11/site-packages/telegram/ext/_extbot.py", line 1489, in delete_webhook
    return await super().delete_webhook(
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/hermes-agent/venv/lib/python3.11/site-packages/telegram/_bot.py", line 5032, in delete_webhook
    return await self._post(
           ^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/hermes-agent/venv/lib/python3.11/site-packages/telegram/_bot.py", line 703, in _post
    return await self._do_post(
           ^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/hermes-agent/venv/lib/python3.11/site-packages/telegram/ext/_extbot.py", line 369, in _do_post
    return await super()._do_post(
           ^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/hermes-agent/venv/lib/python3.11/site-packages/telegram/_bot.py", line 732, in _do_post
    result = await request.post(
             ^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/hermes-agent/venv/lib/python3.11/site-packages/telegram/request/_baserequest.py", line 198, in post
    result = await self._request_wrapper(
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/hermes-agent/venv/lib/python3.11/site-packages/telegram/request/_baserequest.py", line 305, in _request_wrapper
    code, payload = await self.do_request(
                    ^^^^^^^^^^^^^^^^^^^^^^
  File "/usr/local/lib/hermes-agent/venv/lib/python3.11/site-packages/telegram/request/_httpxrequest.py", line 296, in do_request
    raise TimedOut from err
telegram.error.TimedOut: Timed out
2026-07-16 23:31:33,435 WARNING hermes_plugins.telegram_platform.adapter: [Telegram] Telegram polling reconnect failed: Timed out
2026-07-16 23:31:33,446 WARNING hermes_plugins.telegram_platform.adapter: [Telegram] Telegram network error (attempt 2/10), reconnecting in 10s. Error: Timed out
2026-07-16 23:31:55,235 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Telegram polling resumed after network error (attempt 2)
2026-07-17 03:27:07,777 INFO cron.scheduler: Running job 'rotate-gs-proxy' (ID: 22df2c51a45d)
2026-07-17 03:27:07,780 INFO cron.scheduler: Prompt: [IMPORTANT: You are running as a scheduled cron job. DELIVERY: Your final response will be automatic
2026-07-17 03:27:07,911 INFO cron.scheduler: Job '22df2c51a45d': 61 MCP tool(s) available
2026-07-17 03:27:08,086 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=cron-parallel_0:135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 03:27:08,604 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 03:27:08,661 INFO [cron_22df2c51a45d_20260717_032707] agent.turn_context: conversation turn: session=cron_22df2c51a45d_20260717_032707 model=default provider=custom platform=cron history=0 msg='[IMPORTANT: You are running as a scheduled cron job. DELIVERY: Your final respon...'
2026-07-17 03:27:08,909 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7948 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 03:27:27,118 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7948 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 03:27:27,123 INFO [cron_22df2c51a45d_20260717_032707] agent.conversation_loop: API call #1: model=default provider=custom in=27360 out=364 total=27724 latency=18.3s
2026-07-17 03:27:27,328 INFO [cron_22df2c51a45d_20260717_032707] agent.tool_executor: tool read_file completed (0.16s, 4276 chars)
2026-07-17 03:27:27,384 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7953 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 03:27:29,457 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7953 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 03:27:29,458 INFO [cron_22df2c51a45d_20260717_032707] agent.conversation_loop: API call #2: model=default provider=custom in=28949 out=558 total=29507 latency=2.1s
2026-07-17 03:27:31,884 INFO [cron_22df2c51a45d_20260717_032707] agent.tool_executor: tool terminal completed (2.40s, 91 chars)
2026-07-17 03:27:31,951 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7955 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 03:28:54,435 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7955 (_call):135523372877504 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 03:28:54,436 INFO [cron_22df2c51a45d_20260717_032707] agent.conversation_loop: API call #3: model=default provider=custom in=30456 out=115 total=30571 latency=82.5s cache=3456/30456 (11%)
2026-07-17 03:28:54,527 INFO [cron_22df2c51a45d_20260717_032707] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=3/60 tool_turns=2 last_msg_role=assistant response_len=2 session=cron_22df2c51a45d_20260717_032707
2026-07-17 03:28:54,533 INFO cron.scheduler: Job 'rotate-gs-proxy' completed successfully
2026-07-17 03:28:54,573 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=cron-parallel_0:135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 04:02:27,278 INFO gateway.run: Session expiry: 2 sessions to finalize (telegram:2)
2026-07-17 04:02:27,292 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=hermes-gateway_1:135523347699392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 04:02:27,423 INFO [20260716_152803_0b8a71cb] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=hermes-gateway_0:135524911138496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 04:02:27,571 INFO gateway.run: Session expiry done: 2 finalized
2026-07-17 06:56:14,372 INFO cron.scheduler: Job 'cf6e57640673' (no_agent): empty stdout — silent run
2026-07-17 06:56:14,384 INFO cron.scheduler: Job 'cf6e57640673': agent returned [SILENT] — skipping delivery
2026-07-17 09:15:38,299 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (1592 chars)
2026-07-17 09:15:38,348 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='Tôi đã tạo Notebooklm notebook “Báo cáo DL-Thailand” và notebook “Báo cáo du lịc' reply_to_id=12 reply_to_text=''
2026-07-17 09:15:38,355 WARNING gateway.session: gateway.session: routing key 'agent:main:telegram:group:-1003707758328:12' -> 20260712_081412_654c5f58 is ended in state.db but still live in sessions.json; dropping stale entry and recovering/recreating the session (#54878)
2026-07-17 09:15:38,810 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 09:15:39,183 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_1:135523347699392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:15:39,217 WARNING [20260710_094439_1cb443b1] tools.registry: check_fn _browser_cdp_check returned False; dependent tools will be unavailable this turn
2026-07-17 09:15:39,234 WARNING [20260710_094439_1cb443b1] tools.registry: check_fn _browser_dialog_check returned False; dependent tools will be unavailable this turn
2026-07-17 09:15:39,255 WARNING [20260710_094439_1cb443b1] tools.registry: check_fn check_close_terminal_requirements returned False; dependent tools will be unavailable this turn
2026-07-17 09:15:39,259 WARNING [20260710_094439_1cb443b1] tools.registry: check_fn check_computer_use_requirements returned False; dependent tools will be unavailable this turn
2026-07-17 09:15:39,334 WARNING [20260710_094439_1cb443b1] tools.registry: check_fn check_image_generation_requirements returned False; dependent tools will be unavailable this turn
2026-07-17 09:15:39,344 WARNING [20260710_094439_1cb443b1] tools.registry: check_fn _check_kanban_mode returned False; dependent tools will be unavailable this turn
2026-07-17 09:15:39,346 WARNING [20260710_094439_1cb443b1] tools.registry: check_fn _check_kanban_orchestrator_mode returned False; dependent tools will be unavailable this turn
2026-07-17 09:15:39,355 WARNING [20260710_094439_1cb443b1] tools.registry: check_fn check_read_terminal_requirements returned False; dependent tools will be unavailable this turn
2026-07-17 09:15:39,834 INFO [20260710_094439_1cb443b1] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 09:15:39,911 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=95 msg='[NN Vo] Tôi đã tạo Notebooklm notebook “Báo cáo DL-Thailand” và notebook “Báo cá...'
2026-07-17 09:15:40,084 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7956 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:16:14,978 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7956 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:16:14,980 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=142383 out=462 total=142845 latency=34.9s cache=2816/142383 (2%)
2026-07-17 09:16:15,058 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7957 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:16:27,961 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7957 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:16:27,962 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=143795 out=455 total=144250 latency=12.9s cache=140288/143795 (98%)
2026-07-17 09:16:28,153 INFO agent.tool_executor: tool read_file failed (0.10s): {"content": "", "total_lines": 0, "file_size": 0, "truncated": false, "is_binary": false, "is_image": false, "error": "File not found: /opt/ai-os/products/ceo/content/research/domains/tourism/_index.m
2026-07-17 09:16:28,210 INFO agent.tool_executor: tool read_file completed (0.14s, 13150 chars)
2026-07-17 09:16:28,213 INFO agent.tool_executor: tool search_files completed (0.15s, 187 chars)
2026-07-17 09:16:28,650 WARNING tools.skills_tool: Skill name collision for 'research/research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-17 09:16:28,651 INFO agent.tool_executor: tool skill_view failed (0.60s): {"success": false, "error": "Ambiguous skill name 'research/research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorize
2026-07-17 09:16:28,653 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.60s): {"success": false, "error": "Ambiguous skill name 'research/research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorize
2026-07-17 09:16:28,660 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool read_file returned error (0.10s): {"content": "", "total_lines": 0, "file_size": 0, "truncated": false, "is_binary": false, "is_image": false, "error": "File not found: /opt/ai-os/products/ceo/content/research/domains/tourism/_index.m
2026-07-17 09:16:28,719 INFO [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary auto-detect: using main provider custom (default)
2026-07-17 09:16:28,808 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1/ — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 09:16:28,809 INFO [20260712_081412_654c5f58] agent.conversation_compression: context compression started: session=20260712_081412_654c5f58 messages=107 tokens=~143,795 model=default focus=None
2026-07-17 09:16:28,848 INFO [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-17 09:17:07,690 INFO [20260712_081412_654c5f58] agent.conversation_compression: context compression done: session=20260712_081412_654c5f58 messages=107->68 rough_tokens=~67,912 awaiting_real_usage=true
2026-07-17 09:17:07,773 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7966 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:17:27,253 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7966 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:17:27,253 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #3: model=default provider=custom in=73335 out=916 total=74251 latency=19.5s cache=3456/73335 (5%)
2026-07-17 09:17:30,367 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool terminal returned error (3.03s): {"output": "✗ Authentication Error\n  Authentication expired. Run 'nlm login' in your terminal to re-authenticate. \nMCP users: the server should auto-detect the new credentials; if not, call the \nre
2026-07-17 09:17:31,580 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.15s, 11330 chars)
2026-07-17 09:17:32,735 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.14s, 4304 chars)
2026-07-17 09:17:32,832 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7976 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:17:38,578 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7976 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:17:38,579 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #4: model=default provider=custom in=81164 out=480 total=81644 latency=5.8s cache=71296/81164 (88%)
2026-07-17 09:17:38,949 WARNING [20260712_081412_654c5f58] tools.skills_tool: Skill name collision for 'research/research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-17 09:17:38,954 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.32s): {"success": false, "error": "Ambiguous skill name 'research/research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorize
2026-07-17 09:17:45,166 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (5.20s, 663 chars)
2026-07-17 09:17:45,210 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7978 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:18:04,138 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7978 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:18:04,140 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #5: model=default provider=custom in=81821 out=1349 total=83170 latency=18.9s cache=79104/81821 (97%)
2026-07-17 09:18:04,163 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.00s): {"success": false, "error": "Skill name must be a relative path within the skills directory.", "hint": "Use a skill name or relative path within the skills directory."}

[Tool loop warning: same_tool_
2026-07-17 09:18:06,760 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (1.59s, 7844 chars)
2026-07-17 09:18:06,817 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7980 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:18:11,899 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Cached user voice at /root/.hermes/cache/audio/audio_c5237f368290.ogg
2026-07-17 09:18:11,916 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7980 (_call):135523918141120 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:18:11,925 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=interrupted_during_api_call model=default api_calls=6/60 budget=6/60 tool_turns=25 last_msg_role=assistant response_len=65 session=20260712_081412_654c5f58
2026-07-17 09:18:11,979 INFO tools.lazy_deps: Lazy-installing faster-whisper==1.2.1 sounddevice==0.5.5 numpy==2.4.3 for feature 'stt.faster_whisper'
2026-07-17 09:18:18,193 INFO tools.lazy_deps: Lazy install complete for feature 'stt.faster_whisper'
2026-07-17 09:18:18,198 INFO tools.transcription_tools: Loading faster-whisper model 'base' (first load downloads the model)...
2026-07-17 09:18:20,770 WARNING huggingface_hub.utils._http: Warning: You are sending unauthenticated requests to the HF Hub. Please set a HF_TOKEN to enable higher rate limits and faster downloads.
2026-07-17 09:18:31,869 INFO faster_whisper: Processing audio with duration 00:02.354
2026-07-17 09:18:33,252 INFO faster_whisper: Detected language 'en' with probability 0.42
2026-07-17 09:18:47,153 INFO tools.transcription_tools: Transcribed audio_c5237f368290.ogg via local whisper (base, lang=en, 2.4s audio)
2026-07-17 09:18:48,935 INFO faster_whisper: Processing audio with duration 00:02.354
2026-07-17 09:18:50,035 INFO faster_whisper: Detected language 'en' with probability 0.42
2026-07-17 09:19:00,384 INFO tools.transcription_tools: Transcribed audio_c5237f368290.ogg via local whisper (base, lang=en, 2.4s audio)
2026-07-17 09:19:01,208 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=79 msg='"Thank you very much."  [NN Vo] '
2026-07-17 09:19:01,352 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7983 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:19:18,095 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7983 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:19:18,096 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #6: model=default provider=custom in=85907 out=1349 total=87256 latency=16.8s cache=83840/85907 (98%)
2026-07-17 09:19:19,527 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (1.39s, 129 chars)
2026-07-17 09:19:20,694 INFO [20260712_081412_654c5f58] agent.tool_executor: tool search_files completed (0.15s, 1630 chars)
2026-07-17 09:19:20,784 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7987 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:19:29,561 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7987 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:19:29,563 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #7: model=default provider=custom in=87190 out=955 total=88145 latency=8.8s cache=83840/87190 (96%)
2026-07-17 09:19:30,388 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.79s, 422 chars)
2026-07-17 09:19:31,510 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.11s, 1978 chars)
2026-07-17 09:19:31,560 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7993 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:19:41,009 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7993 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:19:41,011 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #8: model=default provider=custom in=88279 out=891 total=89170 latency=9.5s cache=85120/88279 (96%)
2026-07-17 09:19:41,042 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=3/60 tool_turns=27 last_msg_role=assistant response_len=1383 session=20260712_081412_654c5f58
2026-07-17 09:19:41,077 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=242.7s api_calls=3 response=1383 chars
2026-07-17 09:19:41,133 INFO gateway.platforms.base: [Telegram] Sending response (1383 chars) to -1003707758328
2026-07-17 09:27:36,881 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (1120 chars)
2026-07-17 09:27:36,912 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='1. master_tourism_vn đã có 144 sources nhưng có nguồn mới, cần update. Ngoài ra ' reply_to_id=12 reply_to_text=''
2026-07-17 09:27:37,163 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 09:27:37,263 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=87 msg='[NN Vo] 1. master_tourism_vn đã có 144 sources nhưng có nguồn mới, cần update. N...'
2026-07-17 09:27:37,354 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-7994 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:27:52,219 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-7994 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:27:52,223 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #9: model=default provider=custom in=89272 out=1125 total=90397 latency=14.9s cache=86272/89272 (97%)
2026-07-17 09:27:52,648 INFO [20260712_081412_654c5f58] agent.tool_executor: tool execute_code completed (0.40s, 3509 chars)
2026-07-17 09:27:52,698 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8002 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:28:03,177 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8002 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:28:03,180 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #10: model=default provider=custom in=91474 out=1156 total=92630 latency=10.5s cache=87168/91474 (95%)
2026-07-17 09:28:05,011 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (1.79s, 3807 chars)
2026-07-17 09:28:09,453 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (3.43s, 42327 chars)
2026-07-17 09:28:09,536 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8005 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:28:28,669 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8005 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:28:28,672 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #11: model=default provider=custom in=111599 out=1983 total=113582 latency=19.2s cache=89472/111599 (80%)
2026-07-17 09:28:28,725 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=2/60 tool_turns=29 last_msg_role=assistant response_len=1790 session=20260712_081412_654c5f58
2026-07-17 09:28:28,760 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=51.8s api_calls=3 response=1790 chars
2026-07-17 09:28:28,814 INFO gateway.platforms.base: [Telegram] Sending response (1790 chars) to -1003707758328
2026-07-17 09:29:14,284 INFO cron.scheduler: Running job 'rotate-gs-proxy' (ID: 22df2c51a45d)
2026-07-17 09:29:14,284 INFO cron.scheduler: Prompt: [IMPORTANT: You are running as a scheduled cron job. DELIVERY: Your final response will be automatic
2026-07-17 09:29:14,383 INFO cron.scheduler: Job '22df2c51a45d': 61 MCP tool(s) available
2026-07-17 09:29:14,442 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=cron-parallel_0:135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:29:14,563 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 09:29:14,591 INFO [cron_22df2c51a45d_20260717_092914] agent.turn_context: conversation turn: session=cron_22df2c51a45d_20260717_092914 model=default provider=custom platform=cron history=0 msg='[IMPORTANT: You are running as a scheduled cron job. DELIVERY: Your final respon...'
2026-07-17 09:29:14,688 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8006 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:29:18,622 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8006 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:29:18,624 INFO [cron_22df2c51a45d_20260717_092914] agent.conversation_loop: API call #1: model=default provider=custom in=28860 out=98 total=28958 latency=4.0s cache=20992/28860 (73%)
2026-07-17 09:29:20,636 INFO [cron_22df2c51a45d_20260717_092914] agent.tool_executor: tool terminal completed (1.99s, 91 chars)
2026-07-17 09:29:20,667 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8008 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:29:23,094 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8008 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:29:23,096 INFO [cron_22df2c51a45d_20260717_092914] agent.conversation_loop: API call #2: model=default provider=custom in=28985 out=71 total=29056 latency=2.4s cache=26752/28985 (92%)
2026-07-17 09:29:23,120 INFO [cron_22df2c51a45d_20260717_092914] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=1 last_msg_role=assistant response_len=2 session=cron_22df2c51a45d_20260717_092914
2026-07-17 09:29:23,130 INFO cron.scheduler: Job 'rotate-gs-proxy' completed successfully
2026-07-17 09:29:23,180 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=cron-parallel_0:135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:30:30,612 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (355 chars)
2026-07-17 09:30:30,625 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tốt đúng, tuy nhiên cần update trong agent rule rằng tóm tắt tuyệt đối không bịa' reply_to_id=12 reply_to_text=''
2026-07-17 09:30:30,777 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 09:30:30,880 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=94 msg='[NN Vo] tốt đúng, tuy nhiên cần update trong agent rule rằng tóm tắt tuyệt đối k...'
2026-07-17 09:30:30,976 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8009 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:30:41,829 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8009 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:30:41,830 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #12: model=default provider=custom in=112439 out=827 total=113266 latency=10.9s cache=109568/112439 (97%)
2026-07-17 09:30:41,911 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_manage completed (0.05s, 264 chars)
2026-07-17 09:30:43,125 INFO [20260712_081412_654c5f58] agent.tool_executor: tool write_file completed (0.20s, 310 chars)
2026-07-17 09:30:44,398 INFO [20260712_081412_654c5f58] agent.tool_executor: tool write_file completed (0.26s, 310 chars)
2026-07-17 09:30:44,503 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8022 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:30:52,384 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8022 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:30:52,386 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #13: model=default provider=custom in=113093 out=629 total=113722 latency=7.9s cache=110336/113093 (98%)
2026-07-17 09:30:52,453 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_manage completed (0.04s, 358 chars)
2026-07-17 09:30:52,514 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8023 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:30:58,679 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8023 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:30:58,681 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #14: model=default provider=custom in=113601 out=529 total=114130 latency=6.2s cache=110976/113601 (98%)
2026-07-17 09:30:58,757 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.04s, 45 chars)
2026-07-17 09:30:58,808 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8025 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:31:02,937 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8025 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:31:02,938 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #15: model=default provider=custom in=108409 out=1229 total=109638 latency=4.2s
2026-07-17 09:31:03,754 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool terminal returned error (0.79s): {"output": "usage: hermes [-h] [--version] [-z PROMPT] [--usage-file PATH] [-m MODEL]\n              [--provider PROVIDER] [-t TOOLSETS] [--resume SESSION]\n              [--continue [SESSION_NAME]] [
2026-07-17 09:31:05,555 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool terminal returned error (0.79s): {"output": "usage: hermes [-h] [--version] [-z PROMPT] [--usage-file PATH] [-m MODEL]\n              [--provider PROVIDER] [-t TOOLSETS] [--resume SESSION]\n              [--continue [SESSION_NAME]] [
2026-07-17 09:31:07,359 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool terminal returned error (0.79s): {"output": "usage: hermes [-h] [--version] [-z PROMPT] [--usage-file PATH] [-m MODEL]\n              [--provider PROVIDER] [-t TOOLSETS] [--resume SESSION]\n              [--continue [SESSION_NAME]] [
2026-07-17 09:31:07,415 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8029 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:31:11,903 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8029 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:31:11,905 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #16: model=default provider=custom in=110211 out=122 total=110333 latency=4.5s
2026-07-17 09:31:12,738 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.81s, 3810 chars)
2026-07-17 09:31:12,798 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8031 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:31:18,815 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8031 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:31:18,816 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #17: model=default provider=custom in=111344 out=510 total=111854 latency=6.0s cache=105626/111344 (95%)
2026-07-17 09:31:21,864 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (3.00s, 221 chars)
2026-07-17 09:31:21,936 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8033 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:31:25,702 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8033 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:31:25,703 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #18: model=default provider=custom in=112142 out=851 total=112993 latency=3.8s
2026-07-17 09:31:25,803 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_0:135524911138496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:31:25,946 WARNING [20260712_081412_654c5f58] tools.registry: check_fn _browser_cdp_check returned False; dependent tools will be unavailable this turn
2026-07-17 09:31:25,990 WARNING [20260712_081412_654c5f58] tools.registry: check_fn _browser_dialog_check returned False; dependent tools will be unavailable this turn
2026-07-17 09:31:26,157 WARNING [20260712_081412_654c5f58] tools.registry: check_fn check_close_terminal_requirements returned False; dependent tools will be unavailable this turn
2026-07-17 09:31:26,162 WARNING [20260712_081412_654c5f58] tools.registry: check_fn check_computer_use_requirements returned False; dependent tools will be unavailable this turn
2026-07-17 09:31:26,410 WARNING [20260712_081412_654c5f58] tools.registry: check_fn check_image_generation_requirements returned False; dependent tools will be unavailable this turn
2026-07-17 09:31:26,425 WARNING [20260712_081412_654c5f58] tools.registry: check_fn _check_kanban_mode returned False; dependent tools will be unavailable this turn
2026-07-17 09:31:26,432 WARNING [20260712_081412_654c5f58] tools.registry: check_fn _check_kanban_orchestrator_mode returned False; dependent tools will be unavailable this turn
2026-07-17 09:31:26,434 WARNING [20260712_081412_654c5f58] tools.registry: check_fn check_read_terminal_requirements returned False; dependent tools will be unavailable this turn
2026-07-17 09:31:26,719 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 09:31:26,842 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_0:135524911138496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:31:26,947 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 09:31:27,048 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_0:135524911138496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:31:27,181 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 09:31:27,235 INFO [20260712_081412_654c5f58] tools.async_delegation: Dispatched async delegation batch deleg_409d1678 (3 task(s), session_key=agent:main:telegram:group:-1003707758328:12)
2026-07-17 09:31:27,236 INFO [20260712_081412_654c5f58] agent.tool_executor: tool delegate_task completed (1.50s, 664 chars)
2026-07-17 09:31:27,257 INFO [20260717_093126_803564] agent.turn_context: conversation turn: session=20260717_093126_803564 model=default provider=custom platform=subagent history=0 msg='Rewrite summaries for 29 GOV_ sources in master_tourism_vn.md, focusing on polic...'
2026-07-17 09:31:27,288 INFO [20260717_093127_da238e] agent.turn_context: conversation turn: session=20260717_093127_da238e model=default provider=custom platform=subagent history=0 msg='Sync and summarize 14 sources from Thai notebook to master_tourism_tl.md.'
2026-07-17 09:31:27,342 INFO [20260717_093126_90b168] agent.turn_context: conversation turn: session=20260717_093126_90b168 model=default provider=custom platform=subagent history=0 msg='Sync and summarize new VN sources from notebook to master_tourism_vn.md.'
2026-07-17 09:31:27,402 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8037 (_call):135522106201792 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:31:28,548 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8038 (_call):135522097809088 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:31:28,555 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8040 (_call):135522081023680 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:31:28,577 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8039 (_call):135522089416384 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:31:31,344 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8039 (_call):135522089416384 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:31:31,345 INFO [20260717_093126_90b168] agent.conversation_loop: API call #1: model=default provider=custom in=24611 out=249 total=24860 latency=2.8s
2026-07-17 09:31:31,574 INFO [20260717_093126_90b168] agent.tool_executor: tool skill_view completed (0.14s, 5997 chars)
2026-07-17 09:31:31,632 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8041 (_call):135522089416384 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:31:31,929 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8040 (_call):135522081023680 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:31:31,930 INFO [20260717_093126_803564] agent.conversation_loop: API call #1: model=default provider=custom in=24616 out=367 total=24983 latency=3.4s
2026-07-17 09:31:32,151 INFO [20260717_093126_803564] agent.tool_executor: tool read_file completed (0.19s, 100557 chars)
2026-07-17 09:31:32,268 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8046 (_call):135522081023680 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:31:32,446 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8037 (_call):135522106201792 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:31:32,449 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #19: model=default provider=custom in=113122 out=289 total=113411 latency=5.1s
2026-07-17 09:31:32,486 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=8/60 budget=8/60 tool_turns=36 last_msg_role=assistant response_len=894 session=20260712_081412_654c5f58
2026-07-17 09:31:32,537 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=61.9s api_calls=8 response=894 chars
2026-07-17 09:31:32,633 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522106201792 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:31:32,647 INFO gateway.platforms.base: [Telegram] Sending response (894 chars) to -1003707758328
2026-07-17 09:31:32,794 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 09:31:32,850 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=114 msg='Review the conversation above and consider saving to memory if appropriate.  Foc...'
2026-07-17 09:31:32,903 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8047 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:31:33,501 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8041 (_call):135522089416384 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:31:33,502 INFO [20260717_093126_90b168] agent.conversation_loop: API call #2: model=default provider=custom in=26144 out=98 total=26242 latency=1.9s
2026-07-17 09:31:34,529 INFO [20260717_093126_90b168] agent.tool_executor: tool search_files completed (1.00s, 88 chars)
2026-07-17 09:31:34,561 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8050 (_call):135522089416384 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:31:36,563 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8050 (_call):135522089416384 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:31:36,567 INFO [20260717_093126_90b168] agent.conversation_loop: API call #3: model=default provider=custom in=26209 out=86 total=26295 latency=2.0s
2026-07-17 09:31:36,886 INFO [20260717_093126_90b168] agent.tool_executor: tool read_file completed (0.22s, 29574 chars)
2026-07-17 09:31:36,953 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8055 (_call):135522089416384 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:31:39,936 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8055 (_call):135522089416384 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:31:39,937 INFO [20260717_093126_90b168] agent.conversation_loop: API call #4: model=default provider=custom in=33853 out=82 total=33935 latency=3.0s
2026-07-17 09:31:39,981 INFO [20260717_093126_90b168] agent.tool_executor: tool terminal completed (0.02s, 149 chars)
2026-07-17 09:31:40,032 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8056 (_call):135522064238272 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:31:46,563 INFO gateway.run: kanban dispatcher [research-hub]: spawned=3 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-17 09:31:47,160 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8038 (_call):135522097809088 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:31:47,161 INFO [20260717_093127_da238e] agent.conversation_loop: API call #1: model=default provider=custom in=24522 out=275 total=24797 latency=18.7s
2026-07-17 09:31:47,286 INFO [20260717_093127_da238e] agent.tool_executor: tool skill_view completed (0.10s, 5997 chars)
2026-07-17 09:31:47,327 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8057 (_call):135522097809088 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:32:04,835 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8057 (_call):135522097809088 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:32:04,835 INFO [20260717_093127_da238e] agent.conversation_loop: API call #2: model=default provider=custom in=26177 out=388 total=26565 latency=17.5s
2026-07-17 09:32:05,077 INFO [20260717_093127_da238e] agent.tool_executor: tool search_files completed (0.20s, 88 chars)
2026-07-17 09:32:05,134 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8060 (_call):135522097809088 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:32:11,498 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8060 (_call):135522097809088 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:32:11,500 INFO [20260717_093127_da238e] agent.conversation_loop: API call #3: model=default provider=custom in=27987 out=198 total=28185 latency=6.4s
2026-07-17 09:32:11,669 INFO [20260717_093127_da238e] agent.tool_executor: tool read_file completed (0.13s, 110 chars)
2026-07-17 09:32:14,094 INFO [20260717_093127_da238e] agent.tool_executor: tool terminal completed (1.41s, 3434 chars)
2026-07-17 09:32:14,150 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8066 (_call):135522097809088 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:32:14,444 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8056 (_call):135522064238272 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:32:14,447 INFO [20260717_093126_90b168] agent.conversation_loop: API call #5: model=default provider=custom in=36143 out=82 total=36225 latency=34.4s
2026-07-17 09:32:14,517 INFO [20260717_093126_90b168] agent.tool_executor: tool terminal completed (0.04s, 149 chars)
2026-07-17 09:32:14,569 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8067 (_call):135522089416384 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:32:18,056 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8067 (_call):135522089416384 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:32:18,060 INFO [20260717_093126_90b168] agent.conversation_loop: API call #6: model=default provider=custom in=40292 out=98 total=40390 latency=3.5s cache=512/40292 (1%)
2026-07-17 09:32:18,083 INFO [20260717_093126_90b168] agent.tool_executor: tool process completed (0.00s, 654 chars)
2026-07-17 09:32:18,122 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8068 (_call):135522089416384 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:32:18,296 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8066 (_call):135522097809088 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:32:18,299 INFO [20260717_093127_da238e] agent.conversation_loop: API call #4: model=default provider=custom in=30818 out=441 total=31259 latency=4.2s cache=25984/30818 (84%)
2026-07-17 09:32:19,522 INFO [20260717_093127_da238e] agent.tool_executor: tool terminal completed (1.19s, 1518 chars)
2026-07-17 09:32:21,475 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8068 (_call):135522089416384 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:32:21,476 INFO [20260717_093126_90b168] agent.conversation_loop: API call #7: model=default provider=custom in=40563 out=164 total=40727 latency=3.4s cache=38272/40563 (94%)
2026-07-17 09:32:21,730 WARNING [20260717_093127_da238e] agent.tool_executor: Tool terminal returned error (1.20s): {"output": "Usage: nlm login [OPTIONS] COMMAND [ARGS]...\nTry 'nlm login --help' for help.\n╭─ Error ──────────────────────────────────────────────────────────────────────╮\n│ No such command 'status'
2026-07-17 09:32:22,785 INFO [20260717_093127_da238e] agent.tool_executor: tool terminal completed (0.05s, 317 chars)
2026-07-17 09:32:22,824 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8073 (_call):135522097809088 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:32:23,334 INFO [20260717_093126_90b168] agent.tool_executor: tool terminal completed (1.79s, 7844 chars)
2026-07-17 09:32:23,403 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8074 (_call):135522089416384 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:32:25,514 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8073 (_call):135522097809088 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:32:25,516 INFO [20260717_093127_da238e] agent.conversation_loop: API call #5: model=default provider=custom in=31582 out=190 total=31772 latency=2.7s cache=28800/31582 (91%)
2026-07-17 09:32:25,586 INFO [20260717_093127_da238e] agent.tool_executor: tool terminal completed (0.04s, 45 chars)
2026-07-17 09:32:26,312 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8074 (_call):135522089416384 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:32:26,313 INFO [20260717_093126_90b168] agent.conversation_loop: API call #8: model=default provider=custom in=44363 out=224 total=44587 latency=3.0s cache=38528/44363 (87%)
2026-07-17 09:32:28,605 INFO [20260717_093127_da238e] agent.tool_executor: tool terminal completed (2.01s, 7844 chars)
2026-07-17 09:32:28,660 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8078 (_call):135522097809088 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:32:29,750 INFO [20260717_093126_90b168] agent.tool_executor: tool terminal completed (3.42s, 42327 chars)
2026-07-17 09:32:29,809 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8079 (_call):135522089416384 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:32:32,637 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8078 (_call):135522097809088 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:32:32,639 INFO [20260717_093127_da238e] agent.conversation_loop: API call #6: model=default provider=custom in=35433 out=296 total=35729 latency=4.0s cache=29568/35433 (83%)
2026-07-17 09:32:32,708 INFO [20260717_093127_da238e] agent.tool_executor: tool todo completed (0.00s, 510 chars)
2026-07-17 09:32:32,762 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8080 (_call):135522097809088 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:32:33,508 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8079 (_call):135522089416384 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:32:33,508 INFO [20260717_093126_90b168] agent.conversation_loop: API call #9: model=default provider=custom in=62637 out=199 total=62836 latency=3.7s cache=42240/62637 (67%)
2026-07-17 09:32:33,776 INFO [20260717_093126_90b168] agent.tool_executor: tool read_file completed (0.19s, 100033 chars)
2026-07-17 09:32:33,895 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8085 (_call):135522089416384 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:32:37,786 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8080 (_call):135522097809088 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:32:37,787 INFO [20260717_093127_da238e] agent.conversation_loop: API call #7: model=default provider=custom in=34785 out=416 total=35201 latency=5.0s
2026-07-17 09:32:39,343 WARNING [20260717_093127_da238e] agent.tool_executor: Tool terminal returned error (1.42s): {"output": "Usage: nlm source list [OPTIONS] NOTEBOOK_ID\nTry 'nlm source list --help' for help.\n╭─ Error ──────────────────────────────────────────────────────────────────────╮\n│ No such option: --
2026-07-17 09:32:39,366 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8085 (_call):135522089416384 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:32:39,367 INFO [20260717_093126_90b168] agent.conversation_loop: API call #10: model=default provider=custom in=87390 out=693 total=88083 latency=5.5s
2026-07-17 09:32:39,412 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8087 (_call):135522089416384 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:32:39,526 INFO [20260717_093126_90b168] agent.tool_executor: tool terminal completed (0.06s, 48 chars)
2026-07-17 09:32:39,594 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8089 (_call):135522097809088 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:32:40,882 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8087 (_call):135522089416384 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:32:40,883 INFO [20260717_093127_da238e] agent.conversation_loop: API call #8: model=default provider=custom in=34956 out=135 total=35091 latency=1.5s
2026-07-17 09:32:41,125 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8047 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:32:41,132 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=111376 out=799 total=112175 latency=68.3s
2026-07-17 09:32:41,148 INFO [20260712_081412_654c5f58] agent.tool_executor: tool memory completed (0.01s, 201 chars)
2026-07-17 09:32:41,195 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8091 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:32:42,905 INFO [20260717_093127_da238e] agent.tool_executor: tool terminal completed (2.00s, 3807 chars)
2026-07-17 09:32:42,991 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8092 (_call):135522089416384 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:32:54,747 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8046 (_call):135522081023680 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:32:54,748 INFO [20260717_093126_803564] agent.conversation_loop: API call #2: model=default provider=custom in=50077 out=287 total=50364 latency=82.5s
2026-07-17 09:32:54,835 INFO [20260717_093126_803564] agent.tool_executor: tool search_files completed (0.07s, 3449 chars)
2026-07-17 09:32:54,867 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8095 (_call):135522081023680 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:32:56,368 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8095 (_call):135522081023680 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:32:56,369 INFO [20260717_093126_803564] agent.conversation_loop: API call #3: model=default provider=custom in=51789 out=55 total=51844 latency=1.5s
2026-07-17 09:32:56,456 INFO [20260717_093126_803564] agent.tool_executor: tool search_files completed (0.07s, 3498 chars)
2026-07-17 09:32:56,493 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8098 (_call):135522081023680 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:32:57,344 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8089 (_call):135522097809088 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:32:57,346 INFO [20260717_093126_90b168] agent.conversation_loop: API call #11: model=default provider=custom in=86202 out=549 total=86751 latency=17.8s
2026-07-17 09:33:00,254 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8092 (_call):135522089416384 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:33:00,254 INFO [20260717_093127_da238e] agent.conversation_loop: API call #9: model=default provider=custom in=36325 out=381 total=36706 latency=17.3s cache=24239/36325 (67%)
2026-07-17 09:33:01,755 INFO [20260717_093127_da238e] agent.tool_executor: tool terminal completed (1.42s, 1518 chars)
2026-07-17 09:33:01,793 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8107 (_call):135522089416384 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:33:01,882 INFO [20260717_093126_90b168] agent.tool_executor: tool write_file completed (4.52s, 208 chars)
2026-07-17 09:33:01,921 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8108 (_call):135522097809088 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:33:09,573 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8107 (_call):135522089416384 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:33:09,574 INFO [20260717_093127_da238e] agent.conversation_loop: API call #10: model=default provider=custom in=38491 out=128 total=38619 latency=7.8s cache=33408/38491 (87%)
2026-07-17 09:33:10,604 INFO [20260717_093127_da238e] agent.tool_executor: tool terminal completed (0.99s, 1108 chars)
2026-07-17 09:33:10,635 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8110 (_call):135522089416384 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:33:11,931 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8108 (_call):135522097809088 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:33:11,932 INFO [20260717_093126_90b168] agent.conversation_loop: API call #12: model=default provider=custom in=95649 out=111 total=95760 latency=10.0s cache=60544/95649 (63%)
2026-07-17 09:33:13,278 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8110 (_call):135522089416384 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:33:13,278 INFO [20260717_093127_da238e] agent.conversation_loop: API call #11: model=default provider=custom in=38782 out=171 total=38953 latency=2.7s cache=36480/38782 (94%)
2026-07-17 09:33:13,660 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8098 (_call):135522081023680 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:33:13,662 INFO [20260717_093126_803564] agent.conversation_loop: API call #4: model=default provider=custom in=62108 out=613 total=62721 latency=17.2s cache=4480/62108 (7%)
2026-07-17 09:33:13,955 INFO [20260717_093126_803564] agent.tool_executor: tool read_file completed (0.27s, 99910 chars)
2026-07-17 09:33:14,094 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8117 (_call):135522081023680 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:33:15,323 INFO [20260717_093127_da238e] agent.tool_executor: tool terminal completed (2.03s, 52160 chars)
2026-07-17 09:33:15,362 INFO [20260717_093126_90b168] agent.tool_executor: tool terminal completed (3.41s, 889 chars)
2026-07-17 09:33:15,367 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8118 (_call):135522089416384 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:33:15,451 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8119 (_call):135522097809088 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:33:20,956 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8119 (_call):135522097809088 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:33:20,958 INFO [20260717_093126_90b168] agent.conversation_loop: API call #13: model=default provider=custom in=96138 out=490 total=96628 latency=5.6s cache=93568/96138 (97%)
2026-07-17 09:33:21,016 INFO [20260717_093126_90b168] agent.tool_executor: tool todo completed (0.00s, 398 chars)
2026-07-17 09:33:21,096 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8120 (_call):135522097809088 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:33:24,159 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8120 (_call):135522097809088 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:33:24,161 INFO [20260717_093126_90b168] agent.conversation_loop: API call #14: model=default provider=custom in=96427 out=178 total=96605 latency=3.1s cache=94080/96427 (98%)
2026-07-17 09:33:25,208 WARNING [20260717_093126_90b168] agent.tool_executor: Tool terminal returned error (1.02s): {"output": "Usage: nlm content [OPTIONS] COMMAND [ARGS]...\nTry 'nlm content --help' for help.\n╭─ Error ──────────────────────────────────────────────────────────────────────╮\n│ No such command 'get
2026-07-17 09:33:25,296 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8122 (_call):135522097809088 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:33:26,679 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8117 (_call):135522081023680 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:33:26,680 INFO [20260717_093126_803564] agent.conversation_loop: API call #5: model=default provider=custom in=93438 out=1535 total=94973 latency=12.6s cache=60032/93438 (64%)
2026-07-17 09:33:26,711 INFO [20260717_093126_803564] agent.tool_executor: tool todo completed (0.00s, 616 chars)
2026-07-17 09:33:26,778 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8123 (_call):135522081023680 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:33:27,546 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8118 (_call):135522089416384 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:33:27,547 INFO [20260717_093127_da238e] agent.conversation_loop: API call #12: model=default provider=custom in=54477 out=1703 total=56180 latency=12.2s cache=36736/54477 (67%)
2026-07-17 09:33:27,585 INFO [20260717_093127_da238e] agent.tool_executor: tool todo completed (0.00s, 512 chars)
2026-07-17 09:33:27,920 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8122 (_call):135522097809088 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:33:27,923 INFO [20260717_093126_90b168] agent.conversation_loop: API call #15: model=default provider=custom in=96682 out=137 total=96819 latency=2.7s cache=94336/96682 (98%)
2026-07-17 09:33:28,933 INFO [20260717_093126_90b168] agent.tool_executor: tool terminal completed (0.99s, 862 chars)
2026-07-17 09:33:29,002 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8126 (_call):135522097809088 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:33:29,485 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8123 (_call):135522081023680 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:33:29,487 INFO [20260717_093126_803564] agent.conversation_loop: API call #6: model=default provider=custom in=93801 out=97 total=93898 latency=2.7s cache=91392/93801 (97%)
2026-07-17 09:33:29,689 INFO [20260717_093126_803564] agent.tool_executor: tool read_file completed (0.17s, 99977 chars)
2026-07-17 09:33:29,761 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8131 (_call):135522081023680 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:33:30,214 INFO [20260717_093127_da238e] agent.tool_executor: tool terminal completed (1.62s, 43971 chars)
2026-07-17 09:33:31,132 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8091 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:33:31,133 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=111537 out=7 total=111544 latency=50.0s cache=105622/111537 (95%)
2026-07-17 09:33:31,141 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/16 budget=2/16 tool_turns=37 last_msg_role=assistant response_len=19 session=20260712_081412_654c5f58
2026-07-17 09:33:31,149 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522106201792 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:33:31,714 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8126 (_call):135522097809088 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:33:31,716 INFO [20260717_093126_90b168] agent.conversation_loop: API call #16: model=default provider=custom in=96945 out=114 total=97059 latency=2.8s cache=94592/96945 (98%)
2026-07-17 09:33:32,725 INFO [20260717_093126_90b168] agent.tool_executor: tool terminal completed (0.99s, 1108 chars)
2026-07-17 09:33:32,773 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8134 (_call):135522097809088 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:33:32,866 INFO [20260717_093127_da238e] agent.tool_executor: tool terminal completed (1.62s, 38166 chars)
2026-07-17 09:33:34,252 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8134 (_call):135522097809088 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:33:34,253 INFO [20260717_093126_90b168] agent.conversation_loop: API call #17: model=default provider=custom in=89371 out=141 total=89512 latency=1.5s
2026-07-17 09:33:35,513 INFO [20260717_093127_da238e] agent.tool_executor: tool terminal completed (1.60s, 23336 chars)
2026-07-17 09:33:36,151 INFO [20260717_093126_90b168] agent.tool_executor: tool terminal completed (1.84s, 51706 chars)
2026-07-17 09:33:36,222 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8137 (_call):135522097809088 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:33:37,922 INFO [20260717_093127_da238e] agent.tool_executor: tool terminal completed (1.39s, 3950 chars)
2026-07-17 09:33:37,965 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8139 (_call):135522106201792 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:33:39,683 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8137 (_call):135522097809088 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:33:39,685 INFO [20260717_093126_90b168] agent.conversation_loop: API call #18: model=default provider=custom in=109103 out=489 total=109592 latency=3.5s cache=81489/109103 (75%)
2026-07-17 09:33:42,132 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8139 (_call):135522106201792 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:33:42,133 INFO [20260717_093127_da238e] agent.conversation_loop: API call #13: model=default provider=custom in=107528 out=1013 total=108541 latency=4.2s
2026-07-17 09:33:45,343 INFO [20260717_093126_90b168] agent.tool_executor: tool terminal completed (5.64s, 51903 chars)
2026-07-17 09:33:45,417 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8142 (_call):135522097809088 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:33:47,611 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8131 (_call):135522081023680 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:33:47,613 INFO [20260717_093126_803564] agent.conversation_loop: API call #7: model=default provider=custom in=124359 out=2011 total=126370 latency=17.9s cache=91776/124359 (74%)
2026-07-17 09:33:47,750 INFO [20260717_093126_803564] agent.tool_executor: tool read_file completed (0.12s, 26585 chars)
2026-07-17 09:33:47,794 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8147 (_call):135522081023680 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:33:48,764 INFO [20260717_093127_da238e] agent.tool_executor: tool terminal completed (6.61s, 133 chars)
2026-07-17 09:33:48,802 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8148 (_call):135522106201792 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:33:50,293 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8147 (_call):135522081023680 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:33:50,293 INFO [20260717_093126_803564] agent.conversation_loop: API call #8: model=default provider=custom in=109161 out=692 total=109853 latency=2.5s cache=48951/109161 (45%)
2026-07-17 09:33:50,480 INFO [20260717_093126_803564] agent.tool_executor: tool write_file completed (0.17s, 161 chars)
2026-07-17 09:33:50,526 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8156 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:33:55,859 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8142 (_call):135522097809088 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:33:55,860 INFO [20260717_093126_90b168] agent.conversation_loop: API call #19: model=default provider=custom in=127816 out=1650 total=129466 latency=10.5s
2026-07-17 09:33:56,074 INFO [20260717_093126_90b168] agent.tool_executor: tool write_file completed (0.19s, 511 chars)
2026-07-17 09:33:56,114 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8163 (_call):135522081023680 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:34:08,160 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8156 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:34:08,163 INFO [20260717_093126_803564] agent.conversation_loop: API call #9: model=default provider=custom in=109920 out=23 total=109943 latency=17.7s cache=101980/109920 (93%)
2026-07-17 09:34:08,315 INFO [20260717_093126_803564] agent.tool_executor: tool terminal completed (0.13s, 72 chars)
2026-07-17 09:34:08,359 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8165 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:34:20,000 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8165 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:34:20,001 INFO [20260717_093126_803564] agent.conversation_loop: API call #10: model=default provider=custom in=133356 out=161 total=133517 latency=11.7s cache=122240/133356 (92%)
2026-07-17 09:34:20,146 INFO [20260717_093126_803564] agent.tool_executor: tool terminal completed (0.12s, 45 chars)
2026-07-17 09:34:20,186 INFO [20260717_093126_803564] agent.auxiliary_client: Auxiliary auto-detect: using main provider custom (default)
2026-07-17 09:34:20,309 INFO [20260717_093126_803564] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1/ — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 09:34:20,311 INFO [20260717_093126_803564] agent.conversation_compression: context compression started: session=20260717_093126_803564 messages=21 tokens=~133,356 model=default focus=None
2026-07-17 09:34:20,442 INFO [20260717_093126_803564] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-17 09:34:20,571 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8163 (_call):135522081023680 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:34:20,572 INFO [20260717_093126_90b168] agent.conversation_loop: API call #20: model=default provider=custom in=128140 out=701 total=128841 latency=24.5s cache=32616/128140 (25%)
2026-07-17 09:34:20,599 WARNING [20260717_093126_90b168] agent.tool_executor: Tool terminal returned error (0.00s): {"output": "", "exit_code": -1, "error": "Foreground command uses '&' backgrounding. Use terminal(background=true) for long-lived processes, then run health checks and tests in follow-up terminal call
2026-07-17 09:34:20,630 INFO [20260717_093126_90b168] agent.auxiliary_client: Auxiliary auto-detect: using main provider custom (default)
2026-07-17 09:34:20,721 INFO [20260717_093126_90b168] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1/ — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 09:34:20,723 INFO [20260717_093126_90b168] agent.conversation_compression: context compression started: session=20260717_093126_90b168 messages=41 tokens=~128,140 model=default focus=None
2026-07-17 09:34:20,743 INFO [20260717_093126_90b168] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-17 09:34:22,884 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8148 (_call):135522106201792 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:34:22,885 INFO [20260717_093127_da238e] agent.conversation_loop: API call #14: model=default provider=custom in=104671 out=413 total=105084 latency=34.1s cache=32597/104671 (31%)
2026-07-17 09:34:29,910 INFO [20260717_093127_da238e] agent.tool_executor: tool terminal completed (7.00s, 585 chars)
2026-07-17 09:34:29,971 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8168 (_call):135522106201792 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:34:35,829 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8168 (_call):135522106201792 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:34:35,831 INFO [20260717_093127_da238e] agent.conversation_loop: API call #15: model=default provider=custom in=100609 out=272 total=100881 latency=5.9s cache=52352/100609 (52%)
2026-07-17 09:34:35,953 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (316 chars)
2026-07-17 09:34:35,971 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='lưu ý: - Ko được tự ý mark task kanban task complete - Xong 2 file vn vs tl, cần' reply_to_id=12 reply_to_text=''
2026-07-17 09:34:36,171 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 09:34:36,278 INFO [20260717_093127_da238e] agent.tool_executor: tool terminal completed (0.42s, 3691 chars)
2026-07-17 09:34:36,281 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=114 msg='[NN Vo] lưu ý: - Ko được tự ý mark task kanban task complete - Xong 2 file vn vs...'
2026-07-17 09:34:36,434 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8170 (_call):135522106201792 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:34:36,441 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8171 (_call):135522097809088 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:34:42,438 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8170 (_call):135522106201792 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:34:42,440 INFO [20260717_093127_da238e] agent.conversation_loop: API call #16: model=default provider=custom in=102841 out=524 total=103365 latency=6.1s cache=98816/102841 (96%)
2026-07-17 09:34:44,500 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8171 (_call):135522097809088 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:34:44,501 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #20: model=default provider=custom in=119501 out=582 total=120083 latency=8.1s cache=111488/119501 (93%)
2026-07-17 09:34:44,538 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool memory returned error (0.00s): {"success": false, "error": "Memory at 2,142/2,200 chars. Adding this entry (391 chars) would exceed the limit. Consolidate now: use 'replace' to merge overlapping entries into shorter ones or 'remove
2026-07-17 09:34:44,583 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8173 (_call):135522097809088 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:34:47,855 INFO [20260717_093127_da238e] agent.tool_executor: tool terminal completed (5.40s, 933 chars)
2026-07-17 09:34:47,893 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8174 (_call):135522106201792 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:34:48,727 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8173 (_call):135522097809088 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:34:48,728 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #21: model=default provider=custom in=120542 out=265 total=120807 latency=4.2s cache=117376/120542 (97%)
2026-07-17 09:34:48,755 INFO [20260712_081412_654c5f58] agent.tool_executor: tool memory completed (0.01s, 204 chars)
2026-07-17 09:34:48,799 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8175 (_call):135522097809088 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:34:50,215 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8175 (_call):135522097809088 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:34:50,216 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #22: model=default provider=custom in=114613 out=66 total=114679 latency=1.4s cache=105591/114613 (92%)
2026-07-17 09:34:50,239 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=3/60 tool_turns=38 last_msg_role=assistant response_len=319 session=20260712_081412_654c5f58
2026-07-17 09:34:50,253 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=14.3s api_calls=3 response=319 chars
2026-07-17 09:34:50,296 INFO gateway.platforms.base: [Telegram] Sending response (319 chars) to -1003707758328
2026-07-17 09:34:55,276 WARNING gateway.run: Synthetic event source unresolvable: session_key='sa-1-ae3b7e9a' platform='telegram' chat_type='' chat_id='-1003707758328' evt_type=?
2026-07-17 09:34:55,277 WARNING gateway.run: Dropping completion notification with no routing metadata for process proc_cc5753174882
2026-07-17 09:34:57,577 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8174 (_call):135522106201792 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:34:57,578 INFO [20260717_093127_da238e] agent.conversation_loop: API call #17: model=default provider=custom in=103560 out=1158 total=104718 latency=9.7s cache=100736/103560 (97%)
2026-07-17 09:34:57,681 INFO [20260717_093127_da238e] agent.tool_executor: tool terminal completed (0.09s, 2107 chars)
2026-07-17 09:34:58,773 INFO [20260717_093127_da238e] agent.tool_executor: tool terminal completed (0.08s, 2224 chars)
2026-07-17 09:34:59,863 INFO [20260717_093127_da238e] agent.tool_executor: tool terminal completed (0.08s, 2172 chars)
2026-07-17 09:35:01,000 INFO [20260717_093127_da238e] agent.tool_executor: tool terminal completed (0.13s, 2109 chars)
2026-07-17 09:35:01,058 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8180 (_call):135522106201792 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:35:11,836 INFO [20260717_093126_90b168] agent.conversation_compression: context compression done: session=20260717_093126_90b168 messages=41->15 rough_tokens=~57,883 awaiting_real_usage=true
2026-07-17 09:35:11,871 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8181 (_call):135522081023680 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:35:13,244 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8180 (_call):135522106201792 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:35:13,245 INFO [20260717_093127_da238e] agent.conversation_loop: API call #18: model=default provider=custom in=113479 out=2180 total=115659 latency=12.2s
2026-07-17 09:35:13,266 INFO [20260717_093127_da238e] agent.tool_executor: tool todo completed (0.00s, 514 chars)
2026-07-17 09:35:13,304 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8182 (_call):135522106201792 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:35:31,507 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8181 (_call):135522081023680 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:35:31,508 INFO [20260717_093126_90b168] agent.conversation_loop: API call #21: model=default provider=custom in=67791 out=2352 total=70143 latency=19.7s cache=20322/67791 (30%)
2026-07-17 09:35:31,554 WARNING [20260717_093126_90b168] agent.tool_executor: Tool terminal returned error (0.00s): {"output": "", "exit_code": -1, "error": "Foreground command uses '&' backgrounding. Use terminal(background=true) for long-lived processes, then run health checks and tests in follow-up terminal call
2026-07-17 09:35:31,609 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8183 (_call):135522081023680 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:35:36,134 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8183 (_call):135522081023680 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:35:36,147 INFO [20260717_093126_90b168] agent.conversation_loop: API call #22: model=default provider=custom in=75483 out=205 total=75688 latency=4.6s cache=18304/75483 (24%)
2026-07-17 09:35:36,298 INFO [20260717_093126_90b168] agent.tool_executor: tool read_file completed (0.13s, 2138 chars)
2026-07-17 09:35:36,350 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8188 (_call):135522081023680 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:35:47,449 INFO gateway.run: kanban dispatcher [research-hub]: spawned=2 reclaimed=0 crashed=2 timed_out=0 promoted=0 auto_blocked=0
2026-07-17 09:35:50,820 INFO [20260717_093126_803564] agent.conversation_compression: context compression done: session=20260717_093126_803564 messages=21->17 rough_tokens=~91,720 awaiting_real_usage=true
2026-07-17 09:35:50,881 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8189 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:35:54,559 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8188 (_call):135522081023680 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:35:54,561 INFO [20260717_093126_90b168] agent.conversation_loop: API call #23: model=default provider=custom in=76109 out=2978 total=79087 latency=18.2s cache=73472/76109 (97%)
2026-07-17 09:35:55,523 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8182 (_call):135522106201792 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:35:55,525 INFO [20260717_093127_da238e] agent.conversation_loop: API call #19: model=default provider=custom in=108845 out=3422 total=112267 latency=42.2s cache=101504/108845 (93%)
2026-07-17 09:35:55,731 INFO [20260717_093126_90b168] agent.tool_executor: tool write_file completed (1.13s, 213 chars)
2026-07-17 09:35:55,764 INFO [20260717_093127_da238e] agent.tool_executor: tool write_file completed (0.19s, 314 chars)
2026-07-17 09:35:55,786 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8203 (_call):135522081023680 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:35:55,860 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8204 (_call):135522106201792 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:35:58,298 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8189 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:35:58,299 INFO [20260717_093126_803564] agent.conversation_loop: API call #11: model=default provider=custom in=101659 out=371 total=102030 latency=7.4s cache=50688/101659 (50%)
2026-07-17 09:35:58,463 INFO [20260717_093126_803564] agent.tool_executor: tool terminal completed (0.12s, 53 chars)
2026-07-17 09:35:58,505 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8206 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:35:59,069 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8204 (_call):135522106201792 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:35:59,070 INFO [20260717_093127_da238e] agent.conversation_loop: API call #20: model=default provider=custom in=111901 out=86 total=111987 latency=3.2s cache=106752/111901 (95%)
2026-07-17 09:35:59,227 INFO [20260717_093127_da238e] agent.tool_executor: tool read_file completed (0.12s, 12382 chars)
2026-07-17 09:35:59,281 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8211 (_call):135522106201792 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:36:01,936 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8203 (_call):135522081023680 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:36:01,937 INFO [20260717_093126_90b168] agent.conversation_loop: API call #24: model=default provider=custom in=79080 out=389 total=79469 latency=6.2s cache=73984/79080 (94%)
2026-07-17 09:36:02,088 INFO [20260717_093126_90b168] agent.tool_executor: tool read_file completed (0.13s, 2138 chars)
2026-07-17 09:36:02,145 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8216 (_call):135522081023680 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:36:02,231 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8206 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:36:02,298 INFO [20260717_093126_803564] agent.conversation_loop: API call #12: model=default provider=custom in=101862 out=200 total=102062 latency=3.8s cache=99584/101862 (98%)
2026-07-17 09:36:02,473 INFO [20260717_093126_803564] agent.tool_executor: tool terminal completed (0.08s, 254 chars)
2026-07-17 09:36:02,537 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8218 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:36:03,907 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8216 (_call):135522081023680 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:36:03,909 INFO [20260717_093126_90b168] agent.conversation_loop: API call #25: model=default provider=custom in=75652 out=241 total=75893 latency=1.8s cache=20343/75652 (27%)
2026-07-17 09:36:04,018 INFO [20260717_093126_90b168] agent.tool_executor: tool terminal completed (0.08s, 76 chars)
2026-07-17 09:36:04,051 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8220 (_call):135522081023680 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:36:04,070 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8211 (_call):135522106201792 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:36:04,071 INFO [20260717_093127_da238e] agent.conversation_loop: API call #21: model=default provider=custom in=126956 out=513 total=127469 latency=4.8s cache=16294/126956 (13%)
2026-07-17 09:36:04,103 INFO [20260717_093127_da238e] agent.tool_executor: tool todo completed (0.00s, 514 chars)
2026-07-17 09:36:04,140 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8221 (_call):135522106201792 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:36:06,831 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8221 (_call):135522106201792 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:36:06,832 INFO [20260717_093127_da238e] agent.conversation_loop: API call #22: model=default provider=custom in=121630 out=517 total=122147 latency=2.7s cache=101880/121630 (84%)
2026-07-17 09:36:06,854 INFO [20260717_093127_da238e] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=22/50 budget=22/50 tool_turns=21 last_msg_role=assistant response_len=2100 session=20260717_093127_da238e
2026-07-17 09:36:06,976 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=ThreadPoolExecutor-372_2:135522218272448 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:36:07,033 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522106201792 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:36:07,166 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 09:36:07,206 INFO [20260717_093127_da238e] agent.turn_context: conversation turn: session=20260717_093127_da238e model=default provider=custom platform=subagent history=55 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-17 09:36:07,249 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8222 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:36:08,734 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8220 (_call):135522081023680 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:36:08,735 INFO [20260717_093126_90b168] agent.conversation_loop: API call #26: model=default provider=custom in=74294 out=580 total=74874 latency=4.7s
2026-07-17 09:36:08,766 INFO [20260717_093126_90b168] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=26/50 budget=26/50 tool_turns=11 last_msg_role=assistant response_len=1957 session=20260717_093126_90b168
2026-07-17 09:36:08,791 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=ThreadPoolExecutor-372_1:135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:36:08,856 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522081023680 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:36:08,965 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 09:36:08,996 INFO [20260717_093126_90b168] agent.turn_context: conversation turn: session=20260717_093126_90b168 model=default provider=custom platform=subagent history=26 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-17 09:36:09,058 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8223 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:36:10,588 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8223 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:36:10,589 INFO [20260717_093126_90b168] agent.conversation_loop: API call #1: model=default provider=custom in=75327 out=147 total=75474 latency=1.6s
2026-07-17 09:36:10,685 INFO [20260717_093126_90b168] agent.tool_executor: tool skill_view completed (0.09s, 5997 chars)
2026-07-17 09:36:10,718 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8224 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:36:12,841 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8218 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:36:12,842 INFO [20260717_093126_803564] agent.conversation_loop: API call #13: model=default provider=custom in=86295 out=1970 total=88265 latency=10.3s
2026-07-17 09:36:13,116 WARNING [20260717_093126_803564] agent.tool_executor: Tool patch returned error (0.23s): {"success": false, "error": "Could not find a match for old_string in the file", "_warning": "/opt/ai-os/products/ceo/content/research/domains/tourism/master_tourism_vn.md was modified by sibling suba
2026-07-17 09:36:13,153 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8226 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:36:14,770 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8224 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:36:14,772 INFO [20260717_093126_90b168] agent.conversation_loop: API call #2: model=default provider=custom in=76952 out=197 total=77149 latency=4.1s
2026-07-17 09:36:14,774 WARNING [20260717_093126_90b168] agent.tool_executor: Tool patch returned error (0.00s): {"error": "Background review denied non-whitelisted tool: patch. Only memory/skill tools are allowed."}
2026-07-17 09:36:14,833 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8227 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:36:17,183 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8227 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:36:17,184 INFO [20260717_093126_90b168] agent.conversation_loop: API call #3: model=default provider=custom in=77181 out=261 total=77442 latency=2.4s
2026-07-17 09:36:17,235 INFO [20260717_093126_90b168] agent.tool_executor: tool skill_manage completed (0.05s, 556 chars)
2026-07-17 09:36:17,274 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8228 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:36:17,766 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8226 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:36:17,768 INFO [20260717_093126_803564] agent.conversation_loop: API call #14: model=default provider=custom in=87478 out=199 total=87677 latency=4.6s cache=20353/87478 (23%)
2026-07-17 09:36:17,861 INFO [20260717_093126_803564] agent.tool_executor: tool terminal completed (0.08s, 45 chars)
2026-07-17 09:36:17,903 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8230 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:36:21,977 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (66 chars)
2026-07-17 09:36:21,992 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='update tailscale tunnel url để tôi có thể switch kanban board được' reply_to_id=18 reply_to_text=''
2026-07-17 09:36:22,001 WARNING gateway.session: gateway.session: routing key 'agent:main:telegram:group:-1003707758328:18' -> 20260710_094439_1cb443b1 is ended in state.db but still live in sessions.json; dropping stale entry and recovering/recreating the session (#54878)
2026-07-17 09:36:22,475 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 09:36:22,650 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_0:135524911138496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:36:22,746 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 09:36:22,807 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=203 msg='[NN Vo] update tailscale tunnel url để tôi có thể switch kanban board được'
2026-07-17 09:36:22,846 INFO [20260710_094439_1cb443b1] agent.turn_context: Preflight compression: ~129,996 tokens >= 128,000 threshold (model default, ctx 256,000)
2026-07-17 09:36:22,871 INFO [20260710_094439_1cb443b1] agent.auxiliary_client: Auxiliary auto-detect: using main provider custom (default)
2026-07-17 09:36:22,981 INFO [20260710_094439_1cb443b1] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1/ — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 09:36:22,984 INFO [20260710_094439_1cb443b1] agent.conversation_compression: context compression started: session=20260710_094439_1cb443b1 messages=204 tokens=~129,996 model=default focus=None
2026-07-17 09:36:23,036 INFO [20260710_094439_1cb443b1] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-17 09:36:26,920 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8222 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:36:26,922 INFO [20260717_093127_da238e] agent.conversation_loop: API call #1: model=default provider=custom in=123137 out=1488 total=124625 latency=19.7s
2026-07-17 09:36:26,947 WARNING [20260717_093127_da238e] agent.tool_executor: Tool skill_manage returned error (0.02s): {"success": false, "error": "Refusing background curator patch for skill 'notebook-master-sync': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.m
2026-07-17 09:36:26,980 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8231 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:36:29,533 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8230 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:36:29,547 INFO [20260717_093126_803564] agent.conversation_loop: API call #15: model=default provider=custom in=104624 out=218 total=104842 latency=11.7s cache=99840/104624 (95%)
2026-07-17 09:36:29,694 INFO [20260717_093126_803564] agent.tool_executor: tool terminal completed (0.12s, 45 chars)
2026-07-17 09:36:29,749 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8233 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:36:31,868 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8231 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:36:31,869 INFO [20260717_093127_da238e] agent.conversation_loop: API call #2: model=default provider=custom in=117597 out=66 total=117663 latency=4.9s cache=4480/117597 (4%)
2026-07-17 09:36:32,003 INFO [20260717_093127_da238e] agent.tool_executor: tool skill_view completed (0.13s, 6000 chars)
2026-07-17 09:36:32,050 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8234 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:36:33,276 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8233 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:36:33,278 INFO [20260717_093126_803564] agent.conversation_loop: API call #16: model=default provider=custom in=104830 out=112 total=104942 latency=3.5s cache=102528/104830 (98%)
2026-07-17 09:36:33,345 INFO [20260717_093126_803564] agent.tool_executor: tool terminal completed (0.04s, 11747 chars)
2026-07-17 09:36:33,482 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8236 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:36:37,625 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8236 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:36:37,627 INFO [20260717_093126_803564] agent.conversation_loop: API call #17: model=default provider=custom in=108631 out=235 total=108866 latency=4.2s cache=102784/108631 (95%)
2026-07-17 09:36:37,775 INFO [20260717_093126_803564] agent.tool_executor: tool terminal completed (0.12s, 326 chars)
2026-07-17 09:36:37,832 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8238 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:36:40,630 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8234 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:36:40,633 INFO [20260717_093127_da238e] agent.conversation_loop: API call #3: model=default provider=custom in=119395 out=869 total=120264 latency=8.6s cache=115584/119395 (97%)
2026-07-17 09:36:40,638 WARNING [20260717_093127_da238e] agent.tool_executor: Tool patch returned error (0.00s): {"error": "Background review denied non-whitelisted tool: patch. Only memory/skill tools are allowed."}
2026-07-17 09:36:40,691 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8239 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:36:43,018 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8238 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:36:43,022 INFO [20260717_093126_803564] agent.conversation_loop: API call #18: model=default provider=custom in=108936 out=383 total=109319 latency=5.2s cache=106624/108936 (98%)
2026-07-17 09:36:43,070 INFO [20260717_093126_803564] agent.tool_executor: tool terminal completed (0.03s, 131 chars)
2026-07-17 09:36:43,117 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8241 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:36:44,774 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8228 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:36:44,775 INFO [20260717_093126_90b168] agent.conversation_loop: API call #4: model=default provider=custom in=83893 out=2000 total=85893 latency=27.5s cache=4480/83893 (5%)
2026-07-17 09:36:44,834 INFO [20260717_093126_90b168] agent.tool_executor: tool skill_manage completed (0.05s, 545 chars)
2026-07-17 09:36:44,886 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8242 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:36:45,916 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8239 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:36:45,918 INFO [20260717_093127_da238e] agent.conversation_loop: API call #4: model=default provider=custom in=119946 out=484 total=120430 latency=5.3s cache=117376/119946 (98%)
2026-07-17 09:36:45,964 INFO [20260717_093127_da238e] agent.tool_executor: tool skill_manage completed (0.04s, 538 chars)
2026-07-17 09:36:46,022 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8243 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:36:46,140 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8241 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:36:46,141 INFO [20260717_093126_803564] agent.conversation_loop: API call #19: model=default provider=custom in=109063 out=153 total=109216 latency=3.0s cache=106880/109063 (98%)
2026-07-17 09:36:46,310 INFO [20260717_093126_803564] agent.tool_executor: tool read_file completed (0.15s, 10756 chars)
2026-07-17 09:36:46,381 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8248 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:36:52,235 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8248 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:36:52,237 INFO [20260717_093126_803564] agent.conversation_loop: API call #20: model=default provider=custom in=112443 out=487 total=112930 latency=5.9s cache=107008/112443 (95%)
2026-07-17 09:36:52,313 INFO [20260717_093126_803564] agent.tool_executor: tool search_files completed (0.06s, 110 chars)
2026-07-17 09:36:52,483 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8243 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:36:52,486 INFO [20260717_093127_da238e] agent.conversation_loop: API call #5: model=default provider=custom in=120561 out=508 total=121069 latency=6.5s cache=117888/120561 (98%)
2026-07-17 09:36:52,559 WARNING [20260717_093127_da238e] agent.tool_executor: Tool skill_manage returned error (0.07s): {"success": false, "error": "Found 2 matches for old_string. Provide more context to make it unique, or use replace_all=True.", "file_preview": "---\nname: notebook-master-sync\ndescription: \"Syncs n
2026-07-17 09:36:52,598 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8251 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:36:53,513 INFO [20260717_093126_803564] agent.tool_executor: tool search_files completed (0.19s, 269 chars)
2026-07-17 09:36:54,916 INFO [20260717_093126_803564] agent.tool_executor: tool terminal completed (0.39s, 277 chars)
2026-07-17 09:36:54,968 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8255 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:36:55,095 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8242 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:36:55,097 INFO [20260717_093126_90b168] agent.conversation_loop: API call #5: model=default provider=custom in=85063 out=1031 total=86094 latency=10.2s cache=81792/85063 (96%)
2026-07-17 09:36:55,184 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8251 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:36:55,186 INFO [20260717_093127_da238e] agent.conversation_loop: API call #6: model=default provider=custom in=128753 out=450 total=129203 latency=2.6s
2026-07-17 09:36:55,364 WARNING [20260717_093127_da238e] agent.tool_executor: Tool skill_manage returned error (0.17s): {"success": false, "error": "Found 2 matches for old_string. Provide more context to make it unique, or use replace_all=True.", "file_preview": "---\nname: notebook-master-sync\ndescription: \"Syncs n
2026-07-17 09:36:55,410 WARNING [20260717_093126_90b168] agent.tool_executor: Tool skill_manage returned error (0.30s): {"success": false, "error": "Skill '' not found in active profile 'default'. Use skills_list() to see available skills."}
2026-07-17 09:36:55,418 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8256 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:36:55,489 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8257 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:36:58,144 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8257 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:36:58,146 INFO [20260717_093126_90b168] agent.conversation_loop: API call #6: model=default provider=custom in=80430 out=688 total=81118 latency=2.7s
2026-07-17 09:36:58,184 INFO [20260717_093126_90b168] agent.tool_executor: tool skill_manage completed (0.03s, 538 chars)
2026-07-17 09:36:58,223 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8258 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:37:00,710 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8255 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:37:00,711 INFO [20260717_093126_803564] agent.conversation_loop: API call #21: model=default provider=custom in=98156 out=252 total=98408 latency=5.8s cache=16285/98156 (17%)
2026-07-17 09:37:00,761 INFO [20260717_093126_803564] agent.tool_executor: tool terminal completed (0.04s, 130 chars)
2026-07-17 09:37:00,815 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8260 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:37:00,859 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8258 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:37:00,860 INFO [20260717_093126_90b168] agent.conversation_loop: API call #7: model=default provider=custom in=80901 out=165 total=81066 latency=2.7s
2026-07-17 09:37:00,866 INFO [20260717_093126_90b168] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=7/16 budget=7/16 tool_turns=17 last_msg_role=assistant response_len=747 session=20260717_093126_90b168
2026-07-17 09:37:00,876 INFO [20260717_093126_90b168] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522081023680 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:37:05,143 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8260 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:37:05,145 INFO [20260717_093126_803564] agent.conversation_loop: API call #22: model=default provider=custom in=95286 out=427 total=95713 latency=4.3s
2026-07-17 09:37:05,161 INFO [20260717_093126_803564] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=22/50 budget=22/50 tool_turns=18 last_msg_role=assistant response_len=948 session=20260717_093126_803564
2026-07-17 09:37:05,193 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=ThreadPoolExecutor-372_0:135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:37:05,270 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:37:05,408 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 09:37:05,435 INFO [20260717_093126_803564] agent.turn_context: conversation turn: session=20260717_093126_803564 model=default provider=custom platform=subagent history=42 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-17 09:37:05,476 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8261 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:37:06,761 INFO gateway.run: Watch pattern notification — injecting for telegram chat=-1003707758328 thread=12
2026-07-17 09:37:06,775 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='[ASYNC DELEGATION BATCH COMPLETE — deleg_409d1678] A background fan-out of 3 sub' reply_to_id=None reply_to_text=''
2026-07-17 09:37:06,916 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 09:37:07,013 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=120 msg='[NN Vo] [ASYNC DELEGATION BATCH COMPLETE — deleg_409d1678] A background fan-out ...'
2026-07-17 09:37:07,078 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8262 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:37:07,494 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8256 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:37:07,495 INFO [20260717_093127_da238e] agent.conversation_loop: API call #7: model=default provider=custom in=128345 out=862 total=129207 latency=12.1s
2026-07-17 09:37:07,700 WARNING [20260717_093127_da238e] agent.tool_executor: Tool skill_manage returned error (0.20s): {"success": false, "error": "Could not find a match for old_string in the file\n\nDid you mean one of these sections?\n  69| ### 3. Process New Sources (Fetch Content & AI Summarize)\n  70| For EACH *
2026-07-17 09:37:07,739 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8263 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:37:07,916 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8261 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:37:07,917 INFO [20260717_093126_803564] agent.conversation_loop: API call #1: model=default provider=custom in=95949 out=638 total=96587 latency=2.5s
2026-07-17 09:37:07,981 INFO [20260717_093126_803564] agent.tool_executor: tool skills_list completed (0.06s, 21618 chars)
2026-07-17 09:37:08,017 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8264 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:37:09,269 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8264 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:37:09,269 INFO [20260717_093126_803564] agent.conversation_loop: API call #2: model=default provider=custom in=101470 out=24 total=101494 latency=1.3s cache=93704/101470 (92%)
2026-07-17 09:37:09,406 INFO [20260717_093126_803564] agent.tool_executor: tool skill_view completed (0.13s, 3968 chars)
2026-07-17 09:37:09,465 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8265 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:37:30,473 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8265 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:37:30,474 INFO [20260717_093126_803564] agent.conversation_loop: API call #3: model=default provider=custom in=102454 out=153 total=102607 latency=21.0s cache=20356/102454 (20%)
2026-07-17 09:37:30,553 WARNING [20260717_093126_803564] agent.tool_executor: Tool skill_manage returned error (0.08s): {"success": false, "error": "Skill 'data-science:kb-data-pipeline' not found in active profile 'default'. Use skills_list() to see available skills."}
2026-07-17 09:37:30,591 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8266 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:37:42,492 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8266 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:37:42,494 INFO [20260717_093126_803564] agent.conversation_loop: API call #4: model=default provider=custom in=121314 out=339 total=121653 latency=11.9s cache=17920/121314 (15%)
2026-07-17 09:37:42,578 INFO [20260717_093126_803564] agent.tool_executor: tool skill_manage completed (0.04s, 451 chars)
2026-07-17 09:37:42,623 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8267 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:37:58,402 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8263 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:37:58,405 INFO [20260717_093127_da238e] agent.conversation_loop: API call #8: model=default provider=custom in=129357 out=582 total=129939 latency=50.7s
2026-07-17 09:37:58,417 WARNING [20260717_093127_da238e] agent.tool_executor: Tool read_file returned error (0.00s): {"error": "Background review denied non-whitelisted tool: read_file. Only memory/skill tools are allowed."}
2026-07-17 09:37:58,486 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8268 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:38:00,810 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8267 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:38:00,814 INFO [20260717_093126_803564] agent.conversation_loop: API call #5: model=default provider=custom in=121674 out=1679 total=123353 latency=18.2s cache=119296/121674 (98%)
2026-07-17 09:38:00,891 INFO [20260717_093126_803564] agent.tool_executor: tool skill_manage completed (0.05s, 223 chars)
2026-07-17 09:38:00,971 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8269 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:38:05,371 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8269 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:38:05,373 INFO [20260717_093126_803564] agent.conversation_loop: API call #6: model=default provider=custom in=122260 out=190 total=122450 latency=4.4s cache=119552/122260 (98%)
2026-07-17 09:38:05,452 INFO [20260717_093126_803564] agent.tool_executor: tool skill_manage completed (0.07s, 355 chars)
2026-07-17 09:38:05,506 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8270 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:38:07,141 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8268 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:38:07,142 INFO [20260717_093127_da238e] agent.conversation_loop: API call #9: model=default provider=custom in=124349 out=900 total=125249 latency=8.7s cache=118528/124349 (95%)
2026-07-17 09:38:07,260 INFO [20260717_093127_da238e] agent.tool_executor: tool skill_view completed (0.11s, 8138 chars)
2026-07-17 09:38:07,306 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8271 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:38:10,555 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8270 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:38:10,556 INFO [20260717_093126_803564] agent.conversation_loop: API call #7: model=default provider=custom in=122540 out=98 total=122638 latency=5.1s cache=120192/122540 (98%)
2026-07-17 09:38:10,669 INFO [20260717_093126_803564] agent.tool_executor: tool skill_view completed (0.11s, 4488 chars)
2026-07-17 09:38:10,735 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8272 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:38:14,844 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8271 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:38:14,845 INFO [20260717_093127_da238e] agent.conversation_loop: API call #10: model=default provider=custom in=126686 out=663 total=127349 latency=7.6s cache=122240/126686 (96%)
2026-07-17 09:38:14,892 WARNING [20260717_093127_da238e] agent.tool_executor: Tool skill_manage returned error (0.04s): {"success": false, "error": "Found 2 matches for old_string. Provide more context to make it unique, or use replace_all=True.", "file_preview": "---\nname: notebook-master-sync\ndescription: \"Syncs n
2026-07-17 09:38:14,937 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8273 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:38:15,405 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8272 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:38:15,407 INFO [20260717_093126_803564] agent.conversation_loop: API call #8: model=default provider=custom in=123710 out=350 total=124060 latency=4.7s cache=120448/123710 (97%)
2026-07-17 09:38:15,445 INFO [20260717_093126_803564] agent.tool_executor: tool skill_manage completed (0.03s, 303 chars)
2026-07-17 09:38:15,480 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8274 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:38:18,092 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8274 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:38:18,094 INFO [20260717_093126_803564] agent.conversation_loop: API call #9: model=default provider=custom in=123961 out=58 total=124019 latency=2.6s cache=121600/123961 (98%)
2026-07-17 09:38:18,196 INFO [20260717_093126_803564] agent.tool_executor: tool skill_view completed (0.10s, 4313 chars)
2026-07-17 09:38:18,239 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8275 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:38:18,780 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8273 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:38:18,781 INFO [20260717_093127_da238e] agent.conversation_loop: API call #11: model=default provider=custom in=127229 out=221 total=127450 latency=3.9s cache=124672/127229 (98%)
2026-07-17 09:38:18,813 INFO [20260717_093127_da238e] agent.tool_executor: tool skill_manage completed (0.03s, 406 chars)
2026-07-17 09:38:18,847 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8276 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:38:23,398 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8276 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:38:23,399 INFO [20260717_093127_da238e] agent.conversation_loop: API call #12: model=default provider=custom in=127578 out=323 total=127901 latency=4.6s cache=125184/127578 (98%)
2026-07-17 09:38:23,438 INFO [20260717_093127_da238e] agent.tool_executor: tool skill_manage completed (0.03s, 508 chars)
2026-07-17 09:38:23,482 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8277 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:38:25,899 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8275 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:38:25,901 INFO [20260717_093126_803564] agent.conversation_loop: API call #10: model=default provider=custom in=125075 out=521 total=125596 latency=7.7s cache=121856/125075 (97%)
2026-07-17 09:38:25,914 INFO [20260717_093126_803564] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=10/16 budget=10/16 tool_turns=27 last_msg_role=assistant response_len=1172 session=20260717_093126_803564
2026-07-17 09:38:25,921 INFO [20260717_093126_803564] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:38:26,794 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8277 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:38:26,796 INFO [20260717_093127_da238e] agent.conversation_loop: API call #13: model=default provider=custom in=135487 out=638 total=136125 latency=3.3s
2026-07-17 09:38:27,088 INFO [20260717_093127_da238e] agent.tool_executor: tool skill_manage completed (0.29s, 539 chars)
2026-07-17 09:38:27,147 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8278 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:38:29,427 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8262 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:38:29,429 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #23: model=default provider=custom in=114848 out=381 total=115229 latency=82.4s
2026-07-17 09:38:29,547 INFO agent.tool_executor: tool read_file completed (0.10s, 2420 chars)
2026-07-17 09:38:29,552 INFO agent.tool_executor: tool read_file completed (0.10s, 2523 chars)
2026-07-17 09:38:29,615 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8287 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:38:30,046 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8278 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:38:30,048 INFO [20260717_093127_da238e] agent.conversation_loop: API call #14: model=default provider=custom in=136285 out=299 total=136584 latency=2.9s
2026-07-17 09:38:30,054 INFO [20260717_093127_da238e] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=14/16 budget=14/16 tool_turns=34 last_msg_role=assistant response_len=1167 session=20260717_093127_da238e
2026-07-17 09:38:30,059 INFO [20260717_093127_da238e] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522106201792 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:38:31,556 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8287 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:38:31,557 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #24: model=default provider=custom in=116368 out=464 total=116832 latency=2.0s cache=109696/116368 (94%)
2026-07-17 09:38:31,676 INFO agent.tool_executor: tool read_file completed (0.10s, 8820 chars)
2026-07-17 09:38:31,695 INFO agent.tool_executor: tool read_file completed (0.12s, 27114 chars)
2026-07-17 09:38:31,764 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8296 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:38:34,723 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8296 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:38:34,723 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #25: model=default provider=custom in=126684 out=930 total=127614 latency=3.0s cache=113822/126684 (90%)
2026-07-17 09:38:34,874 INFO [20260712_081412_654c5f58] agent.tool_executor: tool execute_code completed (0.11s, 174 chars)
2026-07-17 09:38:34,918 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8300 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:39:08,014 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8300 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:39:08,017 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #26: model=default provider=custom in=127691 out=85 total=127776 latency=33.1s cache=121954/127691 (96%)
2026-07-17 09:39:08,193 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.14s, 15318 chars)
2026-07-17 09:39:08,263 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8305 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:39:22,362 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8305 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:39:22,363 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #27: model=default provider=custom in=145288 out=1289 total=146577 latency=14.1s cache=118528/145288 (82%)
2026-07-17 09:39:22,524 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.13s, 13175 chars)
2026-07-17 09:39:22,541 INFO [20260712_081412_654c5f58] agent.conversation_compression: context compression started: session=20260712_081412_654c5f58 messages=133 tokens=~145,288 model=default focus=None
2026-07-17 09:39:22,589 INFO [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-17 09:40:44,170 INFO [20260710_094439_1cb443b1] agent.conversation_compression: context compression done: session=20260710_094439_1cb443b1 messages=204->150 rough_tokens=~80,919 awaiting_real_usage=true
2026-07-17 09:40:44,283 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8310 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:40:50,950 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8310 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:40:50,953 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1: model=default provider=custom in=74806 out=404 total=75210 latency=6.7s cache=4736/74806 (6%)
2026-07-17 09:40:51,567 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.60s, 190 chars)
2026-07-17 09:40:52,638 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.06s, 190 chars)
2026-07-17 09:40:53,678 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.03s, 263 chars)
2026-07-17 09:40:53,732 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8314 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:40:55,949 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8314 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:40:55,951 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #2: model=default provider=custom in=71285 out=307 total=71592 latency=2.2s
2026-07-17 09:40:56,988 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool search_files completed (1.01s, 1724 chars)
2026-07-17 09:40:57,051 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8317 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:40:59,845 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8317 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:40:59,847 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #3: model=default provider=custom in=73225 out=143 total=73368 latency=2.8s
2026-07-17 09:40:59,867 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=3/60 tool_turns=66 last_msg_role=assistant response_len=464 session=20260710_094439_1cb443b1
2026-07-17 09:40:59,921 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=277.9s api_calls=3 response=464 chars
2026-07-17 09:40:59,965 INFO gateway.platforms.base: [Telegram] Sending response (464 chars) to -1003707758328
2026-07-17 09:41:48,325 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[715029]
2026-07-17 09:42:22,764 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (146 chars)
2026-07-17 09:42:22,791 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tôi có 2 kanban board, nv-office và research-hub  link hiện tại hiện ra “Kanban ' reply_to_id=18 reply_to_text=''
2026-07-17 09:42:22,938 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 09:42:23,043 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=157 msg='[NN Vo] tôi có 2 kanban board, nv-office và research-hub  link hiện tại hiện ra ...'
2026-07-17 09:42:23,112 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8318 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:42:28,816 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8318 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:42:28,817 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #4: model=default provider=custom in=76267 out=370 total=76637 latency=5.7s cache=72704/76267 (95%)
2026-07-17 09:42:28,922 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.09s, 594 chars)
2026-07-17 09:42:30,109 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.18s, 809 chars)
2026-07-17 09:42:31,904 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.79s, 1471 chars)
2026-07-17 09:42:31,957 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8322 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:42:37,034 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8322 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:42:37,036 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #5: model=default provider=custom in=77528 out=485 total=78013 latency=5.1s cache=74240/77528 (96%)
2026-07-17 09:42:37,108 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.05s, 2460 chars)
2026-07-17 09:42:38,156 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.04s, 854 chars)
2026-07-17 09:42:39,224 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.06s, 1013 chars)
2026-07-17 09:42:39,273 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8326 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:42:41,189 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8326 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:42:41,190 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #6: model=default provider=custom in=75832 out=279 total=76111 latency=1.9s cache=64677/75832 (85%)
2026-07-17 09:42:41,304 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool read_file completed (0.09s, 16159 chars)
2026-07-17 09:42:41,358 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8331 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:42:46,329 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8331 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:42:46,331 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #7: model=default provider=custom in=82571 out=423 total=82994 latency=5.0s
2026-07-17 09:42:46,508 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.12s, 49 chars)
2026-07-17 09:42:46,557 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8333 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:42:51,337 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8333 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:42:51,339 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #8: model=default provider=custom in=83017 out=427 total=83444 latency=4.8s
2026-07-17 09:42:51,400 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.04s, 120 chars)
2026-07-17 09:42:52,449 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.04s, 120 chars)
2026-07-17 09:42:52,520 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8336 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:42:55,137 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8336 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:42:55,138 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #9: model=default provider=custom in=83378 out=44 total=83422 latency=2.6s
2026-07-17 09:42:55,216 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.06s, 371 chars)
2026-07-17 09:42:55,270 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8338 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:43:14,084 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8338 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:43:14,085 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #10: model=default provider=custom in=81363 out=39 total=81402 latency=18.8s
2026-07-17 09:43:14,154 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.04s, 2895 chars)
2026-07-17 09:43:14,202 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8340 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:43:16,235 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8340 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:43:16,235 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #11: model=default provider=custom in=82165 out=40 total=82205 latency=2.1s
2026-07-17 09:43:16,303 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool terminal returned error (0.05s): {"output": "flag provided but not defined: -yes\nReset current serve config\n\nUSAGE\n  tailscale serve reset", "exit_code": 2, "error": null}
2026-07-17 09:43:16,360 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8342 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:43:45,185 INFO [20260712_081412_654c5f58] agent.conversation_compression: context compression done: session=20260712_081412_654c5f58 messages=133->47 rough_tokens=~77,628 awaiting_real_usage=true
2026-07-17 09:43:45,241 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8343 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:44:51,201 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8343 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:44:51,202 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #28: model=default provider=custom in=69256 out=748 total=70004 latency=66.0s
2026-07-17 09:44:51,338 INFO [20260712_081412_654c5f58] agent.tool_executor: tool execute_code completed (0.11s, 2374 chars)
2026-07-17 09:44:51,427 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8347 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:44:53,861 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8342 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:44:53,863 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #12: model=default provider=custom in=82249 out=38 total=82287 latency=97.5s cache=76851/82249 (93%)
2026-07-17 09:44:53,968 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.09s, 45 chars)
2026-07-17 09:44:54,049 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8349 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:45:09,045 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8347 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:45:09,048 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #29: model=default provider=custom in=71451 out=409 total=71860 latency=17.6s cache=64972/71451 (91%)
2026-07-17 09:45:10,077 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool terminal returned error (1.00s): {"output": "Usage: nlm content [OPTIONS] COMMAND [ARGS]...\nTry 'nlm content --help' for help.\n╭─ Error ──────────────────────────────────────────────────────────────────────╮\n│ No such command 'get
2026-07-17 09:45:10,133 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8351 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:45:29,369 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8349 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:45:29,371 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #13: model=default provider=custom in=82310 out=44 total=82354 latency=35.4s
2026-07-17 09:45:29,530 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.13s, 257 chars)
2026-07-17 09:45:29,597 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8353 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:45:45,677 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8351 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:45:45,679 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #30: model=default provider=custom in=71938 out=179 total=72117 latency=35.6s
2026-07-17 09:45:46,688 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool terminal returned error (0.99s): {"output": "Usage: nlm content [OPTIONS] COMMAND [ARGS]...\nTry 'nlm content --help' for help.\n╭─ Error ──────────────────────────────────────────────────────────────────────╮\n│ No such command 'a0f
2026-07-17 09:45:46,736 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8355 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:46:02,870 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8353 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:46:02,872 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #14: model=default provider=custom in=82453 out=42 total=82495 latency=33.3s cache=76842/82453 (93%)
2026-07-17 09:46:02,966 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool terminal returned error (0.06s): {"output": "Error: the CLI for serve and funnel has changed.\nPlease see https://tailscale.com/kb/1242/tailscale-serve for more information.\ntry `tailscale funnel --help` for usage info", "exit_code"
2026-07-17 09:46:03,048 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8357 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:46:19,675 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8355 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:46:19,676 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #31: model=default provider=custom in=72226 out=96 total=72322 latency=33.0s cache=64967/72226 (90%)
2026-07-17 09:46:20,682 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.99s, 862 chars)
2026-07-17 09:46:20,748 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8359 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:46:27,651 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8357 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:46:27,652 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #15: model=default provider=custom in=87462 out=90 total=87552 latency=24.6s cache=75520/87462 (86%)
2026-07-17 09:46:27,739 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.06s, 2149 chars)
2026-07-17 09:46:27,788 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8361 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:46:30,256 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8361 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:46:30,257 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #16: model=default provider=custom in=88150 out=89 total=88239 latency=2.5s cache=85504/88150 (97%)
2026-07-17 09:46:30,329 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.05s, 45 chars)
2026-07-17 09:46:30,381 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8363 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:46:32,904 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8363 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:46:32,908 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #17: model=default provider=custom in=88266 out=95 total=88361 latency=2.6s cache=86144/88266 (98%)
2026-07-17 09:46:32,987 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool terminal returned error (0.04s): {"output": "Error: invalid argument format\ntry `tailscale funnel --help` for usage info", "exit_code": 1, "error": null}
2026-07-17 09:46:33,055 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8365 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:46:33,125 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8359 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:46:33,126 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #32: model=default provider=custom in=82049 out=230 total=82279 latency=12.4s cache=10112/82049 (12%)
2026-07-17 09:46:34,179 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool terminal returned error (0.99s): {"output": "Usage: nlm content source [OPTIONS] SOURCE\nTry 'nlm content source --help' for help.\n╭─ Error ──────────────────────────────────────────────────────────────────────╮\n│ No such option: -
2026-07-17 09:46:34,218 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8367 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:46:35,902 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8365 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:46:35,905 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #18: model=default provider=custom in=88407 out=93 total=88500 latency=2.9s cache=86144/88407 (97%)
2026-07-17 09:46:35,975 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool terminal returned error (0.05s): {"output": "Error: invalid argument format\ntry `tailscale funnel --help` for usage info", "exit_code": 1, "error": null}
2026-07-17 09:46:36,064 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8369 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:46:37,562 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8367 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:46:37,563 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #33: model=default provider=custom in=82346 out=168 total=82514 latency=3.4s cache=80000/82346 (97%)
2026-07-17 09:46:38,569 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.99s, 1108 chars)
2026-07-17 09:46:38,611 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8371 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:46:39,246 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8369 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:46:39,248 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #19: model=default provider=custom in=88546 out=111 total=88657 latency=3.2s cache=86400/88546 (98%)
2026-07-17 09:46:39,354 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.08s, 393 chars)
2026-07-17 09:46:39,414 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8373 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:46:42,207 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8371 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:46:42,208 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #34: model=default provider=custom in=82693 out=231 total=82924 latency=3.6s cache=80256/82693 (97%)
2026-07-17 09:46:44,024 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (1.79s, 287 chars)
2026-07-17 09:46:44,070 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8375 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:46:44,717 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8373 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:46:44,718 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #20: model=default provider=custom in=88825 out=470 total=89295 latency=5.3s cache=86528/88825 (97%)
2026-07-17 09:46:44,792 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.06s, 47 chars)
2026-07-17 09:46:45,841 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.04s, 47 chars)
2026-07-17 09:46:45,890 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8378 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:46:47,092 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8375 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:46:47,095 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #35: model=default provider=custom in=82965 out=181 total=83146 latency=3.1s cache=80640/82965 (97%)
2026-07-17 09:46:51,518 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (4.39s, 663 chars)
2026-07-17 09:46:51,559 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8380 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:46:55,673 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8380 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:46:55,675 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #36: model=default provider=custom in=83342 out=180 total=83522 latency=4.1s cache=80896/83342 (97%)
2026-07-17 09:46:57,103 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (1.40s, 17683 chars)
2026-07-17 09:46:57,158 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8382 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:46:57,528 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8378 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:46:57,530 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #21: model=default provider=custom in=89058 out=899 total=89957 latency=11.7s cache=86784/89058 (97%)
2026-07-17 09:46:57,634 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.08s, 257 chars)
2026-07-17 09:46:57,693 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8384 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:47:00,184 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8384 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:47:00,185 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #22: model=default provider=custom in=89245 out=97 total=89342 latency=2.5s cache=87040/89245 (98%)
2026-07-17 09:47:00,256 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool terminal returned error (0.04s): {"output": "Error: invalid number of arguments (3)\ntry `tailscale funnel --help` for usage info", "exit_code": 1, "error": null}
2026-07-17 09:47:00,311 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8386 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:47:03,433 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8386 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:47:03,438 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #23: model=default provider=custom in=89391 out=97 total=89488 latency=3.2s cache=87296/89391 (98%)
2026-07-17 09:47:03,532 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.05s, 257 chars)
2026-07-17 09:47:03,582 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8388 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:47:06,414 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8388 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:47:06,414 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #24: model=default provider=custom in=89582 out=141 total=89723 latency=2.9s cache=87296/89582 (97%)
2026-07-17 09:47:06,540 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.08s, 552 chars)
2026-07-17 09:47:06,614 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8390 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:47:09,254 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8390 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:47:09,256 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #25: model=default provider=custom in=89924 out=93 total=90017 latency=2.7s cache=87552/89924 (97%)
2026-07-17 09:47:09,359 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.08s, 255 chars)
2026-07-17 09:47:09,409 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8392 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:47:12,270 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8392 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:47:12,271 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #26: model=default provider=custom in=90111 out=116 total=90227 latency=2.9s cache=87936/90111 (98%)
2026-07-17 09:47:12,525 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool terminal returned error (0.19s): {"output": "000", "exit_code": 35, "error": null}
2026-07-17 09:47:12,597 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8394 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:47:15,853 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8394 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:47:15,855 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #27: model=default provider=custom in=90256 out=166 total=90422 latency=3.3s cache=88192/90256 (98%)
2026-07-17 09:47:18,068 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (2.20s, 48 chars)
2026-07-17 09:47:18,131 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8396 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:47:19,968 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8396 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:47:19,968 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #28: model=default provider=custom in=87250 out=71 total=87321 latency=1.9s
2026-07-17 09:47:20,114 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool terminal returned error (0.13s): {"output": "000", "exit_code": 35, "error": null}

[Tool loop warning: repeated_exact_failure_warning; count=2; terminal has failed 2 times with identical arguments. This looks like a loop; inspect th
2026-07-17 09:47:20,181 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8398 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:47:27,193 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8398 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:47:27,196 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #29: model=default provider=custom in=90732 out=430 total=91162 latency=7.0s cache=32034/90732 (35%)
2026-07-17 09:47:27,230 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=26/60 budget=26/60 tool_turns=91 last_msg_role=assistant response_len=745 session=20260710_094439_1cb443b1
2026-07-17 09:47:27,264 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=304.5s api_calls=26 response=745 chars
2026-07-17 09:47:27,324 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:47:27,337 INFO gateway.platforms.base: [Telegram] Sending response (745 chars) to -1003707758328
2026-07-17 09:47:27,474 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 09:47:27,518 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=215 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-17 09:47:27,572 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8399 (_call):135522106201792 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:47:38,199 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8382 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:47:38,203 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #37: model=default provider=custom in=91404 out=5000 total=96404 latency=41.1s cache=81408/91404 (89%)
2026-07-17 09:47:38,678 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8399 (_call):135522106201792 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:47:38,679 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1: model=default provider=custom in=86256 out=1304 total=87560 latency=11.1s
2026-07-17 09:47:39,143 INFO agent.tool_executor: tool skill_view completed (0.45s, 2974 chars)
2026-07-17 09:47:39,184 INFO agent.tool_executor: tool skill_view completed (0.50s, 8152 chars)
2026-07-17 09:47:39,211 INFO agent.tool_executor: tool skill_view failed (0.52s): {"success": false, "error": "Skill 'research/paper-search-mcp' not found.", "available_skills": ["computer-use", "deploy-internal-dashboard", "dogfood", "notebook-master-sync", "onboarding", "research
2026-07-17 09:47:39,217 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_view returned error (0.52s): {"success": false, "error": "Skill 'research/paper-search-mcp' not found.", "available_skills": ["computer-use", "deploy-internal-dashboard", "dogfood", "notebook-master-sync", "onboarding", "research
2026-07-17 09:47:39,276 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8407 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:47:39,823 INFO [20260712_081412_654c5f58] hermes.lint.lsp: lsp[pyright] 2 diags (scripts/update_gov_sources.py)
2026-07-17 09:47:39,841 INFO [20260712_081412_654c5f58] agent.tool_executor: tool write_file completed (1.59s, 237 chars)
2026-07-17 09:47:39,889 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8408 (_call):135522106201792 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:47:42,533 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8407 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:47:42,534 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #2: model=default provider=custom in=90129 out=663 total=90792 latency=3.3s
2026-07-17 09:47:42,570 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.03s): {"success": false, "error": "Refusing background curator patch for skill 'public-records-osint': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.m
2026-07-17 09:47:42,621 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8409 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:47:43,365 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8408 (_call):135522106201792 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:47:43,366 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #38: model=default provider=custom in=84245 out=227 total=84472 latency=3.5s
2026-07-17 09:47:43,415 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.00s, 142 chars)
2026-07-17 09:47:43,468 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8410 (_call):135522106201792 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:47:46,015 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8410 (_call):135522106201792 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:47:46,016 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #39: model=default provider=custom in=84522 out=151 total=84673 latency=2.6s
2026-07-17 09:47:46,066 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.02s, 149 chars)
2026-07-17 09:47:46,115 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8411 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:47:58,305 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8409 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:47:58,307 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #3: model=default provider=custom in=93016 out=2259 total=95275 latency=15.7s
2026-07-17 09:47:58,532 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.16s, 53667 chars)
2026-07-17 09:47:58,608 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8412 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:48:01,306 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8412 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:48:01,308 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #4: model=default provider=custom in=105020 out=879 total=105899 latency=2.7s
2026-07-17 09:48:01,347 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.03s): {"success": false, "error": "Refusing background curator patch for skill 'public-records-osint': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.m
2026-07-17 09:48:01,408 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8413 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:48:07,139 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8411 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:48:07,141 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #40: model=default provider=custom in=83821 out=1923 total=85744 latency=21.0s cache=69068/83821 (82%)
2026-07-17 09:48:07,328 INFO [20260712_081412_654c5f58] agent.tool_executor: tool write_file completed (0.16s, 291 chars)
2026-07-17 09:48:07,367 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8420 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:48:24,940 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8420 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:48:24,940 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #41: model=default provider=custom in=85847 out=125 total=85972 latency=17.6s cache=81266/85847 (95%)
2026-07-17 09:48:24,958 INFO [20260712_081412_654c5f58] agent.tool_executor: tool process completed (0.00s, 1288 chars)
2026-07-17 09:48:25,006 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8421 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:48:26,854 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8421 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:48:26,855 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #42: model=default provider=custom in=86530 out=183 total=86713 latency=1.9s cache=81266/86530 (94%)
2026-07-17 09:48:26,873 INFO [20260712_081412_654c5f58] agent.tool_executor: tool process completed (0.00s, 6044 chars)
2026-07-17 09:48:26,943 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8422 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:48:32,224 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8422 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:48:32,225 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #43: model=default provider=custom in=89280 out=282 total=89562 latency=5.3s
2026-07-17 09:48:32,330 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.08s, 785 chars)
2026-07-17 09:48:32,374 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8424 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:48:35,454 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8413 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:48:35,459 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #5: model=default provider=custom in=106000 out=21 total=106021 latency=34.1s cache=101256/106000 (96%)
2026-07-17 09:48:35,555 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.09s, 8152 chars)
2026-07-17 09:48:35,607 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8425 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:48:38,179 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8425 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:48:38,180 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #6: model=default provider=custom in=108273 out=937 total=109210 latency=2.6s
2026-07-17 09:48:38,225 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.04s, 542 chars)
2026-07-17 09:48:38,269 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8426 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:48:38,839 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8424 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:48:38,840 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #44: model=default provider=custom in=89975 out=517 total=90492 latency=6.5s cache=69028/89975 (77%)
2026-07-17 09:48:40,561 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8426 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:48:40,562 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #7: model=default provider=custom in=109376 out=632 total=110008 latency=2.3s cache=105332/109376 (96%)
2026-07-17 09:48:40,579 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.01s): {"success": false, "error": "Refusing background curator patch for bundled skill 'hermes-agent'."}
2026-07-17 09:48:40,644 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8428 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:48:40,864 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool terminal returned error (1.99s): {"output": "usage: hermes [-h] [--version] [-z PROMPT] [--usage-file PATH] [-m MODEL]\n              [--provider PROVIDER] [-t TOOLSETS] [--resume SESSION]\n              [--continue [SESSION_NAME]] [
2026-07-17 09:48:40,916 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8429 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:48:55,774 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8429 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:48:55,777 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #45: model=default provider=custom in=104859 out=149 total=105008 latency=14.9s cache=89344/104859 (85%)
2026-07-17 09:48:56,604 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.80s, 1047 chars)
2026-07-17 09:48:56,660 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8431 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:49:01,833 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8431 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:49:01,837 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #46: model=default provider=custom in=105258 out=490 total=105748 latency=5.2s cache=102912/105258 (98%)
2026-07-17 09:49:02,653 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.79s, 68 chars)
2026-07-17 09:49:04,465 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.79s, 68 chars)
2026-07-17 09:49:06,260 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.79s, 68 chars)
2026-07-17 09:49:06,323 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8435 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:49:09,982 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8435 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:49:09,983 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #47: model=default provider=custom in=105812 out=213 total=106025 latency=3.7s cache=103168/105812 (98%)
2026-07-17 09:49:10,813 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.80s, 6941 chars)
2026-07-17 09:49:10,865 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8437 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:49:13,977 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8428 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:49:13,978 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #8: model=default provider=custom in=116468 out=1534 total=118002 latency=33.4s cache=11008/116468 (9%)
2026-07-17 09:49:13,988 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=8/16 budget=8/16 tool_turns=98 last_msg_role=assistant response_len=479 session=20260710_094439_1cb443b1
2026-07-17 09:49:13,996 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:49:17,950 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8437 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:49:17,951 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #48: model=default provider=custom in=108160 out=668 total=108828 latency=7.1s cache=103936/108160 (96%)
2026-07-17 09:49:18,757 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.79s, 189 chars)
2026-07-17 09:49:20,555 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.79s, 395 chars)
2026-07-17 09:49:20,602 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8440 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:49:33,603 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8440 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:49:33,603 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #49: model=default provider=custom in=108780 out=358 total=109138 latency=13.0s cache=106112/108780 (98%)
2026-07-17 09:49:34,207 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.58s, 857 chars)
2026-07-17 09:49:34,253 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8442 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:49:38,219 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8442 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:49:38,220 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #50: model=default provider=custom in=109409 out=213 total=109622 latency=4.0s cache=106752/109409 (98%)
2026-07-17 09:49:38,827 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.59s, 594 chars)
2026-07-17 09:49:38,871 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8444 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:49:47,596 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8444 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:49:47,597 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #51: model=default provider=custom in=109769 out=754 total=110523 latency=8.7s cache=107520/109769 (98%)
2026-07-17 09:49:48,403 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.78s, 142 chars)
2026-07-17 09:49:50,204 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.79s, 72 chars)
2026-07-17 09:49:51,997 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.78s, 72 chars)
2026-07-17 09:49:52,046 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8448 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:49:59,190 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8448 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:49:59,192 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #52: model=default provider=custom in=110443 out=526 total=110969 latency=7.2s cache=107648/110443 (97%)
2026-07-17 09:49:59,267 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.05s): {"success": false, "error": "Could not find a match for old_string in the file\n\nDid you mean one of these sections?\n  35| * Nếu chưa có sự đồng thuận, quy trình dừng lại.\n  36| \n  37| Phase 4: Li
2026-07-17 09:49:59,313 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8449 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:50:09,553 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8449 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:50:09,554 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #53: model=default provider=custom in=111107 out=189 total=111296 latency=10.3s cache=108416/111107 (98%)
2026-07-17 09:50:09,652 WARNING [20260712_081412_654c5f58] tools.skills_tool: Skill name collision for 'research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-17 09:50:09,653 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.08s): {"success": false, "error": "Ambiguous skill name 'research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.",
2026-07-17 09:50:09,701 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8450 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:50:12,118 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8450 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:50:12,120 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #54: model=default provider=custom in=111296 out=49 total=111345 latency=2.4s cache=109056/111296 (98%)
2026-07-17 09:50:12,212 WARNING [20260712_081412_654c5f58] tools.skills_tool: Skill name collision for 'research/research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-17 09:50:12,212 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.05s): {"success": false, "error": "Ambiguous skill name 'research/research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorize
2026-07-17 09:50:12,253 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8451 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:50:15,465 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8451 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:50:15,467 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #55: model=default provider=custom in=111489 out=181 total=111670 latency=3.2s cache=109312/111489 (98%)
2026-07-17 09:50:15,598 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.09s, 2861 chars)
2026-07-17 09:50:16,732 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.12s, 1861 chars)
2026-07-17 09:50:16,794 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8460 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:50:19,901 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8460 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:50:19,901 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #56: model=default provider=custom in=113479 out=98 total=113577 latency=3.1s cache=109568/113479 (97%)
2026-07-17 09:50:20,001 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.08s, 1718 chars)
2026-07-17 09:50:20,051 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8465 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:50:25,715 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8465 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:50:25,716 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #57: model=default provider=custom in=114248 out=539 total=114787 latency=5.7s cache=111488/114248 (98%)
2026-07-17 09:50:25,759 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.03s, 392 chars)
2026-07-17 09:50:26,807 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.03s, 301 chars)
2026-07-17 09:50:26,853 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8468 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:50:33,736 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8468 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:50:33,736 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #58: model=default provider=custom in=114903 out=551 total=115454 latency=6.9s cache=112128/114903 (98%)
2026-07-17 09:50:34,539 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.79s, 73 chars)
2026-07-17 09:50:34,592 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8470 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:50:43,334 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8470 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 09:50:43,335 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #59: model=default provider=custom in=115111 out=830 total=115941 latency=8.8s cache=112896/115111 (98%)
2026-07-17 09:50:43,359 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=37/60 budget=35/60 tool_turns=47 last_msg_role=assistant response_len=2087 session=20260712_081412_654c5f58
2026-07-17 09:50:43,408 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=816.6s api_calls=37 response=2087 chars
2026-07-17 09:50:43,444 INFO gateway.platforms.base: [Telegram] Sending response (2087 chars) to -1003707758328
2026-07-17 10:32:02,654 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (118 chars)
2026-07-17 10:32:02,678 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='ko truy cập được   {"detail":"Invalid Host header. Dashboard requests must use t' reply_to_id=18 reply_to_text=''
2026-07-17 10:32:03,009 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 10:32:03,111 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=215 msg='[NN Vo] ko truy cập được   {"detail":"Invalid Host header. Dashboard requests mu...'
2026-07-17 10:32:03,227 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8471 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:32:13,563 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8471 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:32:13,565 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #30: model=default provider=custom in=90927 out=356 total=91283 latency=10.4s cache=88192/90927 (97%)
2026-07-17 10:32:13,652 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.05s, 133 chars)
2026-07-17 10:32:13,702 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8473 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:32:16,296 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8473 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:32:16,297 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #31: model=default provider=custom in=91100 out=83 total=91183 latency=2.6s cache=88832/91100 (98%)
2026-07-17 10:32:16,452 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool read_file completed (0.12s, 1047 chars)
2026-07-17 10:32:16,504 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8478 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:32:19,106 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8478 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:32:19,108 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #32: model=default provider=custom in=91580 out=100 total=91680 latency=2.6s cache=89088/91580 (97%)
2026-07-17 10:32:19,263 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool search_files completed (0.13s, 18 chars)
2026-07-17 10:32:19,318 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8481 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:32:22,018 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8481 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:32:22,018 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #33: model=default provider=custom in=88424 out=274 total=88698 latency=2.7s
2026-07-17 10:32:23,236 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool search_files completed (1.20s, 18 chars)
2026-07-17 10:32:23,300 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8484 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:32:28,047 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8484 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:32:28,052 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #34: model=default provider=custom in=86898 out=266 total=87164 latency=4.8s
2026-07-17 10:32:32,474 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (4.40s, 45 chars)
2026-07-17 10:32:32,532 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8486 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:32:35,422 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8486 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:32:35,424 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #35: model=default provider=custom in=87183 out=234 total=87417 latency=2.9s cache=80796/87183 (93%)
2026-07-17 10:32:36,854 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (1.40s, 1799 chars)
2026-07-17 10:32:36,935 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8488 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:32:39,997 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8488 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:32:39,998 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #36: model=default provider=custom in=87839 out=535 total=88374 latency=3.1s
2026-07-17 10:32:40,023 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=7/60 budget=7/60 tool_turns=97 last_msg_role=assistant response_len=1173 session=20260710_094439_1cb443b1
2026-07-17 10:32:40,047 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=37.4s api_calls=7 response=1173 chars
2026-07-17 10:32:40,087 INFO gateway.platforms.base: [Telegram] Sending response (1173 chars) to -1003707758328
2026-07-17 10:32:40,509 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (1110 chars)
2026-07-17 10:32:40,525 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='các lỗi này là gì  [Background process proc_4cddacb8376e finished with exit code' reply_to_id=12 reply_to_text=''
2026-07-17 10:32:40,716 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 10:32:40,805 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=117 msg='[NN Vo] các lỗi này là gì  [Background process proc_4cddacb8376e finished with e...'
2026-07-17 10:32:40,879 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8489 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:32:54,453 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8489 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:32:54,453 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #60: model=default provider=custom in=102494 out=1199 total=103693 latency=13.6s
2026-07-17 10:32:54,518 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=47 last_msg_role=assistant response_len=1899 session=20260712_081412_654c5f58
2026-07-17 10:32:54,569 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=14.0s api_calls=1 response=1899 chars
2026-07-17 10:32:54,607 INFO gateway.platforms.base: [Telegram] Sending response (1899 chars) to -1003707758328
2026-07-17 10:34:03,064 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (91 chars)
2026-07-17 10:34:03,081 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='rồi sao, phải có phương phán fix chứ sao lại deliver file khi còn lỗi, đã vậy cò' reply_to_id=12 reply_to_text=''
2026-07-17 10:34:03,273 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 10:34:03,381 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=119 msg='[NN Vo] rồi sao, phải có phương phán fix chứ sao lại deliver file khi còn lỗi, đ...'
2026-07-17 10:34:03,443 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8490 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:34:14,964 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8490 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:34:14,966 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #61: model=default provider=custom in=103109 out=1660 total=104769 latency=11.5s
2026-07-17 10:34:15,002 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=47 last_msg_role=assistant response_len=2411 session=20260712_081412_654c5f58
2026-07-17 10:34:15,055 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=12.0s api_calls=1 response=2411 chars
2026-07-17 10:34:15,096 INFO gateway.platforms.base: [Telegram] Sending response (2411 chars) to -1003707758328
2026-07-17 10:46:14,598 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (9 chars)
2026-07-17 10:46:14,621 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='done chưa' reply_to_id=18 reply_to_text=''
2026-07-17 10:46:14,987 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 10:46:15,109 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=229 msg='[NN Vo] done chưa'
2026-07-17 10:46:15,201 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8491 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:46:18,023 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8491 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:46:18,026 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #37: model=default provider=custom in=89665 out=30 total=89695 latency=2.9s
2026-07-17 10:46:18,050 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool read_file completed (0.00s, 286 chars)
2026-07-17 10:46:18,118 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8492 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:46:54,318 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8492 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:46:54,320 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #38: model=default provider=custom in=87348 out=48 total=87396 latency=36.2s
2026-07-17 10:46:54,382 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.04s, 249 chars)
2026-07-17 10:46:54,449 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8494 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:47:00,838 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8494 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:47:00,846 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #39: model=default provider=custom in=87535 out=5082 total=92617 latency=6.4s cache=80795/87535 (92%)
2026-07-17 10:47:03,731 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool write_file completed (2.82s, 211 chars)
2026-07-17 10:47:03,804 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8500 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:49:19,453 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8500 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:49:19,456 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #40: model=default provider=custom in=92704 out=47 total=92751 latency=135.7s
2026-07-17 10:49:21,072 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (1.59s, 45 chars)
2026-07-17 10:49:21,157 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8502 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:49:40,142 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8502 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:49:40,142 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #41: model=default provider=custom in=92774 out=44 total=92818 latency=19.0s cache=84891/92774 (92%)
2026-07-17 10:49:40,272 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.08s, 255 chars)
2026-07-17 10:49:40,340 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8504 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:49:42,866 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8504 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:49:42,871 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #42: model=default provider=custom in=92917 out=58 total=92975 latency=2.6s
2026-07-17 10:49:42,975 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.08s, 51 chars)
2026-07-17 10:49:43,039 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8506 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:50:19,417 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8506 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:50:19,418 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #43: model=default provider=custom in=93004 out=46 total=93050 latency=36.4s
2026-07-17 10:50:20,644 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (1.19s, 45 chars)
2026-07-17 10:50:20,717 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8508 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:50:22,350 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (13 chars)
2026-07-17 10:50:22,370 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='update status' reply_to_id=12 reply_to_text=''
2026-07-17 10:50:22,536 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 10:50:22,632 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=121 msg='[NN Vo] update status'
2026-07-17 10:50:22,699 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8509 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:50:40,678 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8508 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:50:40,680 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #44: model=default provider=custom in=93073 out=60 total=93133 latency=20.0s
2026-07-17 10:50:40,749 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.03s, 659 chars)
2026-07-17 10:50:40,811 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8510 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:50:57,212 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8509 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:50:57,215 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #62: model=default provider=custom in=102655 out=581 total=103236 latency=34.5s
2026-07-17 10:50:57,401 INFO [20260712_081412_654c5f58] agent.tool_executor: tool execute_code completed (0.16s, 156 chars)
2026-07-17 10:50:57,460 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8514 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:51:14,524 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8510 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:51:14,525 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #45: model=default provider=custom in=93320 out=62 total=93382 latency=33.7s cache=88918/93320 (95%)
2026-07-17 10:51:14,624 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.08s, 3289 chars)
2026-07-17 10:51:14,677 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8516 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:51:21,719 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8516 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:51:21,720 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #46: model=default provider=custom in=100370 out=127 total=100497 latency=7.1s cache=89600/100370 (89%)
2026-07-17 10:51:21,865 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.06s, 371 chars)
2026-07-17 10:51:21,953 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8518 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:51:23,065 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8514 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:51:23,072 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #63: model=default provider=custom in=118539 out=396 total=118935 latency=25.6s cache=113024/118539 (95%)
2026-07-17 10:51:23,325 INFO [20260712_081412_654c5f58] agent.tool_executor: tool execute_code completed (0.22s, 264 chars)
2026-07-17 10:51:23,396 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8522 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:51:26,674 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8518 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:51:26,675 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #47: model=default provider=custom in=100656 out=254 total=100910 latency=4.8s cache=98432/100656 (98%)
2026-07-17 10:51:26,714 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=11/60 budget=11/60 tool_turns=107 last_msg_role=assistant response_len=565 session=20260710_094439_1cb443b1
2026-07-17 10:51:26,748 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=312.1s api_calls=11 response=565 chars
2026-07-17 10:51:26,819 INFO gateway.platforms.base: [Telegram] Sending response (565 chars) to -1003707758328
2026-07-17 10:51:26,828 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:51:26,975 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 10:51:27,000 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=251 msg='Review the conversation above and update two things:  **Memory**: who the user i...'
2026-07-17 10:51:27,077 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8523 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:51:28,723 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8522 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:51:28,724 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #64: model=default provider=custom in=119014 out=472 total=119486 latency=5.4s cache=116480/119014 (98%)
2026-07-17 10:51:28,914 INFO [20260712_081412_654c5f58] agent.tool_executor: tool execute_code completed (0.16s, 191 chars)
2026-07-17 10:51:28,966 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8527 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:51:34,220 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8527 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:51:34,221 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #65: model=default provider=custom in=119493 out=329 total=119822 latency=5.3s cache=116992/119493 (98%)
2026-07-17 10:51:34,360 INFO agent.tool_executor: tool search_files completed (0.10s, 1842 chars)
2026-07-17 10:51:34,421 INFO agent.tool_executor: tool search_files completed (0.16s, 6593 chars)
2026-07-17 10:51:34,481 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8532 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:51:37,321 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8523 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:51:37,322 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1: model=default provider=custom in=101717 out=831 total=102548 latency=10.3s cache=82816/101717 (81%)
2026-07-17 10:51:38,097 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.77s, 10514 chars)
2026-07-17 10:51:38,159 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8533 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:51:38,534 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8532 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:51:38,535 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #66: model=default provider=custom in=122498 out=251 total=122749 latency=4.1s cache=117376/122498 (96%)
2026-07-17 10:51:38,702 INFO [20260712_081412_654c5f58] agent.tool_executor: tool execute_code completed (0.13s, 393 chars)
2026-07-17 10:51:38,756 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8538 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:51:44,022 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8538 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:51:44,023 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #67: model=default provider=custom in=122743 out=162 total=122905 latency=5.3s cache=120448/122743 (98%)
2026-07-17 10:51:44,175 INFO [20260712_081412_654c5f58] agent.tool_executor: tool execute_code completed (0.12s, 85 chars)
2026-07-17 10:51:44,222 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8543 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:51:48,890 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8543 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:51:48,891 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #68: model=default provider=custom in=122895 out=121 total=123016 latency=4.7s cache=120704/122895 (98%)
2026-07-17 10:51:49,104 INFO [20260712_081412_654c5f58] agent.tool_executor: tool execute_code completed (0.18s, 921 chars)
2026-07-17 10:51:49,156 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8549 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:51:52,964 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8549 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:51:52,964 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #69: model=default provider=custom in=123347 out=105 total=123452 latency=3.8s cache=120960/123347 (98%)
2026-07-17 10:51:56,843 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8533 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:51:56,845 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #2: model=default provider=custom in=104843 out=1632 total=106475 latency=18.7s cache=99712/104843 (95%)
2026-07-17 10:51:56,995 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_view returned error (0.14s): {"success": false, "error": "Skill 'research/paper-search-mcp' not found.", "available_skills": ["computer-use", "deploy-internal-dashboard", "dogfood", "notebook-master-sync", "onboarding", "research
2026-07-17 10:51:57,081 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8554 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:52:00,860 INFO [20260712_081412_654c5f58] agent.tool_executor: tool execute_code completed (7.81s, 44050 chars)
2026-07-17 10:52:00,971 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8555 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:52:09,074 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8555 (_call):135522114594496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:52:09,076 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #70: model=default provider=custom in=138872 out=661 total=139533 latency=8.1s cache=121344/138872 (87%)
2026-07-17 10:52:11,571 INFO [20260712_081412_654c5f58] agent.tool_executor: tool execute_code completed (2.43s, 465 chars)
2026-07-17 10:52:11,583 INFO [20260712_081412_654c5f58] agent.conversation_compression: context compression started: session=20260712_081412_654c5f58 messages=141 tokens=~138,872 model=default focus=None
2026-07-17 10:52:11,630 INFO [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-17 10:52:16,510 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8554 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:52:16,511 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #3: model=default provider=custom in=105062 out=1929 total=106991 latency=19.5s cache=102784/105062 (98%)
2026-07-17 10:52:16,534 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool memory completed (0.02s, 209 chars)
2026-07-17 10:52:16,594 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8562 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:52:29,077 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8562 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:52:29,079 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #4: model=default provider=custom in=105288 out=1264 total=106552 latency=12.5s cache=103040/105288 (98%)
2026-07-17 10:52:29,231 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_view returned error (0.15s): {"success": false, "error": "Skill 'research/paper-search-mcp' not found.", "available_skills": ["computer-use", "deploy-internal-dashboard", "dogfood", "notebook-master-sync", "onboarding", "research
2026-07-17 10:52:29,282 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8563 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:52:33,220 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8563 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:52:33,221 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #5: model=default provider=custom in=105555 out=80 total=105635 latency=4.0s cache=103168/105555 (98%)
2026-07-17 10:52:33,283 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_view returned error (0.06s): {"success": false, "error": "File 'operate/tailscale-serve/references/dashboard-access.md' not found in skill 'operate/tailscale-serve'.", "available_files": {"references": ["references/dashboard-acce
2026-07-17 10:52:33,344 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8564 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:52:36,104 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8564 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:52:36,104 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #6: model=default provider=custom in=105825 out=69 total=105894 latency=2.8s cache=103552/105825 (98%)
2026-07-17 10:52:36,218 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.11s, 2123 chars)
2026-07-17 10:52:36,273 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8565 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:52:42,264 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (112 chars)
2026-07-17 10:52:42,286 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='bổ sung sorting option cho kanban board. Mỗi stage chỉ hiển thị max 5 task, thêm' reply_to_id=18 reply_to_text=''
2026-07-17 10:52:42,471 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 10:52:42,587 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=251 msg='[NN Vo] bổ sung sorting option cho kanban board. Mỗi stage chỉ hiển thị max 5 ta...'
2026-07-17 10:52:42,669 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8566 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:52:59,562 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8565 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:52:59,562 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #7: model=default provider=custom in=106482 out=3064 total=109546 latency=23.3s cache=103808/106482 (97%)
2026-07-17 10:52:59,577 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool patch returned error (0.00s): {"error": "Background review denied non-whitelisted tool: patch. Only memory/skill tools are allowed."}
2026-07-17 10:52:59,655 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8567 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:53:06,531 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8567 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:53:06,532 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #8: model=default provider=custom in=107116 out=87 total=107203 latency=6.9s
2026-07-17 10:53:06,541 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=8/16 budget=8/16 tool_turns=114 last_msg_role=assistant response_len=331 session=20260710_094439_1cb443b1
2026-07-17 10:53:06,558 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:53:13,446 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8566 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:53:13,448 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #48: model=default provider=custom in=100908 out=5267 total=106175 latency=30.8s cache=98560/100908 (98%)
2026-07-17 10:53:14,404 INFO [20260710_094439_1cb443b1] hermes.lint.lsp: lsp[pyright] 1 diags (kanban_server.py)
2026-07-17 10:53:14,424 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool write_file completed (0.95s, 211 chars)
2026-07-17 10:53:14,488 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8573 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:53:22,104 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8573 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:53:22,105 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #49: model=default provider=custom in=101145 out=190 total=101335 latency=7.6s
2026-07-17 10:53:23,308 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (1.19s, 45 chars)
2026-07-17 10:53:23,367 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8575 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:53:27,849 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8575 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:53:27,851 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #50: model=default provider=custom in=101421 out=249 total=101670 latency=4.5s cache=97067/101421 (96%)
2026-07-17 10:53:27,912 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.02s, 659 chars)
2026-07-17 10:53:27,973 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8576 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:53:30,417 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8576 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:53:30,419 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #51: model=default provider=custom in=101853 out=370 total=102223 latency=2.5s
2026-07-17 10:53:30,443 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/60 budget=4/60 tool_turns=110 last_msg_role=assistant response_len=519 session=20260710_094439_1cb443b1
2026-07-17 10:53:30,479 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=48.2s api_calls=4 response=519 chars
2026-07-17 10:53:30,535 INFO gateway.platforms.base: [Telegram] Sending response (519 chars) to -1003707758328
2026-07-17 10:56:38,759 INFO [20260712_081412_654c5f58] agent.conversation_compression: context compression done: session=20260712_081412_654c5f58 messages=141->106 rough_tokens=~81,627 awaiting_real_usage=true
2026-07-17 10:56:38,831 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8577 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:56:45,470 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8577 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:56:45,473 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #71: model=default provider=custom in=76347 out=724 total=77071 latency=6.7s
2026-07-17 10:56:45,581 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=10/60 budget=2/60 tool_turns=45 last_msg_role=assistant response_len=2265 session=20260712_081412_654c5f58
2026-07-17 10:56:45,645 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=383.3s api_calls=10 response=2265 chars
2026-07-17 10:56:45,679 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:56:45,740 INFO gateway.platforms.base: [Telegram] Sending response (2265 chars) to -1003707758328
2026-07-17 10:56:45,827 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 10:56:45,854 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=107 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-17 10:56:45,900 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8578 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:56:51,400 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8578 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:56:51,401 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=78207 out=533 total=78740 latency=5.5s
2026-07-17 10:56:51,575 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.17s): {"success": false, "error": "Skill 'research/research-pipeline' not found in active profile 'default'. Use skills_list() to see available skills."}
2026-07-17 10:56:51,619 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8579 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:56:55,622 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8579 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:56:55,623 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=78786 out=398 total=79184 latency=4.0s
2026-07-17 10:56:55,656 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.03s): {"success": false, "error": "File must be under one of: assets, references, scripts, templates. Got: '/opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md'"}
2026-07-17 10:56:55,696 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8580 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:57:30,882 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8580 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:57:30,886 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #3: model=default provider=custom in=78341 out=389 total=78730 latency=35.2s
2026-07-17 10:57:30,924 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.03s): {"success": false, "error": "Refusing background curator patch for skill 'research-pipeline': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, 
2026-07-17 10:57:30,968 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8581 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:57:32,468 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8581 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:57:32,468 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #4: model=default provider=custom in=78945 out=102 total=79047 latency=1.5s cache=72958/78945 (92%)
2026-07-17 10:57:32,536 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skills_list completed (0.06s, 21618 chars)
2026-07-17 10:57:32,568 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8582 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:59:42,441 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8582 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 10:59:42,443 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #5: model=default provider=custom in=84558 out=164 total=84722 latency=129.9s cache=73004/84558 (86%)
2026-07-17 10:59:42,503 WARNING [20260712_081412_654c5f58] tools.skills_tool: Skill name collision for 'research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-17 10:59:42,504 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.06s): {"success": false, "error": "Ambiguous skill name 'research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.",
2026-07-17 10:59:42,544 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8583 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:00:01,103 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8583 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:00:01,106 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #6: model=default provider=custom in=84866 out=439 total=85305 latency=18.6s cache=77057/84866 (91%)
2026-07-17 11:00:01,112 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.00s): {"success": false, "error": "Skill name must be a relative path within the skills directory.", "hint": "Use a skill name or relative path within the skills directory."}
2026-07-17 11:00:01,273 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8584 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:00:03,454 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8584 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:00:03,457 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #7: model=default provider=custom in=85353 out=347 total=85700 latency=2.3s cache=81112/85353 (95%)
2026-07-17 11:00:03,600 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_view completed (0.14s, 7563 chars)
2026-07-17 11:00:03,647 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8585 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:00:43,687 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8585 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:00:43,688 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #8: model=default provider=custom in=87622 out=649 total=88271 latency=40.1s cache=32426/87622 (37%)
2026-07-17 11:00:43,732 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_manage completed (0.04s, 538 chars)
2026-07-17 11:00:43,776 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8586 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:01:18,016 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8586 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:01:18,019 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #9: model=default provider=custom in=88431 out=20 total=88451 latency=34.3s cache=81067/88431 (92%)
2026-07-17 11:01:18,136 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_view completed (0.11s, 63405 chars)
2026-07-17 11:01:18,178 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8587 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:01:53,483 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8587 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:01:53,484 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #10: model=default provider=custom in=105169 out=1222 total=106391 latency=35.3s cache=81252/105169 (77%)
2026-07-17 11:01:57,516 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (3.99s): {"success": false, "error": "Could not find a match for old_string in the file\n\nDid you mean one of these sections?\n 570| Every worker (it-ai, r-and-d, writers, grill-qa, str-mkt) spawned on a Kanb
2026-07-17 11:01:57,557 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8588 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:02:31,575 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8588 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:02:31,576 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #11: model=default provider=custom in=108427 out=740 total=109167 latency=34.0s cache=101584/108427 (94%)
2026-07-17 11:02:31,628 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_manage completed (0.05s, 531 chars)
2026-07-17 11:02:31,673 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8589 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:03:13,623 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8589 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:03:13,629 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #12: model=default provider=custom in=119099 out=1395 total=120494 latency=42.0s cache=10112/119099 (8%)
2026-07-17 11:03:13,647 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=12/16 budget=12/16 tool_turns=56 last_msg_role=assistant response_len=1672 session=20260712_081412_654c5f58
2026-07-17 11:03:13,656 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:05:51,433 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (82 chars)
2026-07-17 11:05:51,461 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tôi bấm xem thêm thì ko xem được, click vào 1 taák thì ko xem details task đó đư' reply_to_id=18 reply_to_text=''
2026-07-17 11:05:51,642 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 11:05:51,734 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=259 msg='[NN Vo] tôi bấm xem thêm thì ko xem được, click vào 1 taák thì ko xem details ta...'
2026-07-17 11:05:51,822 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8590 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:06:17,096 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8590 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:06:17,102 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #52: model=default provider=custom in=106858 out=363 total=107221 latency=25.3s cache=98816/106858 (92%)
2026-07-17 11:06:17,183 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool terminal returned error (0.05s): {"output": "/usr/bin/bash: line 3: sqlite3: command not found", "exit_code": 127, "error": null}
2026-07-17 11:06:17,268 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8592 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:06:20,602 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8592 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:06:20,605 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #53: model=default provider=custom in=107024 out=190 total=107214 latency=3.4s cache=104832/107024 (98%)
2026-07-17 11:06:20,760 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.12s, 1559 chars)
2026-07-17 11:06:20,829 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8594 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:06:29,476 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8594 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:06:29,478 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #54: model=default provider=custom in=107752 out=474 total=108226 latency=8.7s cache=105088/107752 (98%)
2026-07-17 11:06:29,625 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool read_file completed (0.10s, 394 chars)
2026-07-17 11:06:29,692 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8599 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:06:37,775 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8599 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:06:37,776 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #55: model=default provider=custom in=108057 out=502 total=108559 latency=8.1s cache=105728/108057 (98%)
2026-07-17 11:06:38,750 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool patch completed (0.94s, 1319 chars)
2026-07-17 11:06:38,866 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8607 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:06:49,944 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8607 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:06:49,945 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #56: model=default provider=custom in=108969 out=377 total=109346 latency=11.1s cache=105984/108969 (97%)
2026-07-17 11:06:50,696 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool patch completed (0.72s, 843 chars)
2026-07-17 11:06:50,771 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8615 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:06:55,266 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8615 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:06:55,266 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #57: model=default provider=custom in=109612 out=308 total=109920 latency=4.5s cache=106880/109612 (98%)
2026-07-17 11:06:55,969 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool patch completed (0.63s, 940 chars)
2026-07-17 11:06:56,042 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8623 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:07:01,576 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8623 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:07:01,577 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #58: model=default provider=custom in=110155 out=523 total=110678 latency=5.6s cache=107520/110155 (98%)
2026-07-17 11:07:02,343 INFO [20260710_094439_1cb443b1] hermes.lint.lsp: lsp[pyright] 2 diags (kanban_server.py)
2026-07-17 11:07:02,425 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool patch completed (0.82s, 1574 chars)
2026-07-17 11:07:02,498 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8631 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:07:16,901 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8631 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:07:16,902 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #59: model=default provider=custom in=111118 out=1968 total=113086 latency=14.4s cache=108032/111118 (97%)
2026-07-17 11:07:17,652 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool patch completed (0.72s, 6535 chars)
2026-07-17 11:07:17,722 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8639 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:07:26,022 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8639 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:07:26,023 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #60: model=default provider=custom in=115383 out=121 total=115504 latency=8.3s cache=109056/115383 (95%)
2026-07-17 11:07:27,266 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (1.19s, 45 chars)
2026-07-17 11:07:27,332 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8641 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:07:30,736 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8641 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:07:30,737 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #61: model=default provider=custom in=115531 out=137 total=115668 latency=3.4s cache=113408/115531 (98%)
2026-07-17 11:07:30,788 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.02s, 659 chars)
2026-07-17 11:07:30,853 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8642 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:07:34,060 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8642 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:07:34,061 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #62: model=default provider=custom in=115845 out=133 total=115978 latency=3.2s cache=113408/115845 (98%)
2026-07-17 11:07:34,182 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.08s, 114 chars)
2026-07-17 11:07:34,249 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8644 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:07:37,686 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8644 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:07:37,687 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #63: model=default provider=custom in=116028 out=145 total=116173 latency=3.5s cache=113920/116028 (98%)
2026-07-17 11:07:37,774 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.06s, 77 chars)
2026-07-17 11:07:37,833 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8646 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:07:41,805 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8646 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:07:41,807 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #64: model=default provider=custom in=116218 out=158 total=116376 latency=4.0s cache=114048/116218 (98%)
2026-07-17 11:07:41,840 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=13/60 budget=13/60 tool_turns=122 last_msg_role=assistant response_len=415 session=20260710_094439_1cb443b1
2026-07-17 11:07:41,859 INFO gateway.run: Queued follow-up for session agent:main:telegram:group:-1003707758328:18: final stream delivery not confirmed; sending first response before continuing.
2026-07-17 11:07:41,937 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:07:42,034 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 11:07:42,066 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=285 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-17 11:07:42,134 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8647 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:07:42,622 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=285 msg='[NN Vo] có cách nào đơn giản hơn để tôi có thể vào thẳng hermes dashboard bằng t...'
2026-07-17 11:07:42,688 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8648 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:07:47,836 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8648 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:07:47,839 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #65: model=default provider=custom in=116439 out=183 total=116622 latency=5.2s cache=114304/116439 (98%)
2026-07-17 11:07:47,942 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.08s, 371 chars)
2026-07-17 11:07:49,022 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.07s, 272 chars)
2026-07-17 11:07:49,092 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8651 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:07:52,678 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8651 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:07:52,679 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #66: model=default provider=custom in=116868 out=90 total=116958 latency=3.6s cache=114560/116868 (98%)
2026-07-17 11:07:52,770 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.06s, 2149 chars)
2026-07-17 11:07:52,839 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8653 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:07:57,018 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8647 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:07:57,020 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1: model=default provider=custom in=117504 out=1333 total=118837 latency=14.9s cache=98304/117504 (84%)
2026-07-17 11:07:57,662 INFO agent.tool_executor: tool skill_view completed (0.63s, 10514 chars)
2026-07-17 11:07:57,690 INFO agent.tool_executor: tool skill_view completed (0.66s, 2974 chars)
2026-07-17 11:07:57,735 INFO agent.tool_executor: tool skill_view failed (0.71s): {"success": false, "error": "Skill 'research/paper-search-mcp' not found.", "available_skills": ["computer-use", "deploy-internal-dashboard", "dogfood", "notebook-master-sync", "onboarding", "research
2026-07-17 11:07:57,741 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8653 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:07:57,743 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_view returned error (0.71s): {"success": false, "error": "Skill 'research/paper-search-mcp' not found.", "available_skills": ["computer-use", "deploy-internal-dashboard", "dogfood", "notebook-master-sync", "onboarding", "research
2026-07-17 11:07:57,743 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #67: model=default provider=custom in=117556 out=271 total=117827 latency=4.9s cache=114944/117556 (98%)
2026-07-17 11:07:57,820 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8654 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:07:57,943 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.14s, 371 chars)
2026-07-17 11:07:58,005 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8656 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:07:59,919 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8656 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:07:59,920 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #68: model=default provider=custom in=116642 out=64 total=116706 latency=1.9s
2026-07-17 11:08:01,234 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (1.26s, 129 chars)
2026-07-17 11:08:01,441 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8658 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:08:21,532 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8654 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:08:21,536 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #2: model=default provider=custom in=121706 out=2140 total=123846 latency=23.8s cache=115456/121706 (95%)
2026-07-17 11:08:21,638 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skills_list completed (0.10s, 2906 chars)
2026-07-17 11:08:21,705 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8659 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:08:26,424 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8659 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:08:26,425 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #3: model=default provider=custom in=117547 out=213 total=117760 latency=4.8s
2026-07-17 11:08:26,555 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.11s, 3893 chars)
2026-07-17 11:08:26,621 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8660 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:08:30,437 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8660 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:08:30,438 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #4: model=default provider=custom in=118824 out=662 total=119486 latency=3.8s
2026-07-17 11:08:30,550 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.11s): {"success": false, "error": "Skill 'research/academic-source-retrieval' not found in active profile 'default'. Use skills_list() to see available skills."}
2026-07-17 11:08:30,612 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8661 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:08:34,664 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8661 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:08:34,664 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #5: model=default provider=custom in=123297 out=10 total=123307 latency=4.1s
2026-07-17 11:08:34,730 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skills_list completed (0.06s, 21618 chars)
2026-07-17 11:08:34,788 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8662 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:08:41,999 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8662 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:08:42,000 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #6: model=default provider=custom in=128666 out=953 total=129619 latency=7.2s
2026-07-17 11:08:42,104 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.10s): {"success": false, "error": "Skill 'research/academic-source-retrieval' not found in active profile 'default'. Use skills_list() to see available skills."}

[Tool loop warning: repeated_exact_failure_
2026-07-17 11:08:42,183 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8663 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:09:15,396 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (7 chars)
2026-07-17 11:09:15,415 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='báo cáo' reply_to_id=12 reply_to_text=''
2026-07-17 11:09:15,599 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 11:09:15,698 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=107 msg='[NN Vo] báo cáo'
2026-07-17 11:09:15,772 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8664 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:09:18,452 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8664 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:09:18,453 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #72: model=default provider=custom in=76165 out=452 total=76617 latency=2.7s
2026-07-17 11:09:18,587 INFO [20260712_081412_654c5f58] agent.tool_executor: tool execute_code completed (0.11s, 1781 chars)
2026-07-17 11:09:18,650 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8668 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:09:18,763 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8663 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:09:18,764 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #7: model=default provider=custom in=125406 out=660 total=126066 latency=36.6s
2026-07-17 11:09:18,829 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.06s, 545 chars)
2026-07-17 11:09:18,891 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8669 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:09:20,227 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8668 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:09:20,228 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #73: model=default provider=custom in=77077 out=266 total=77343 latency=1.6s cache=72950/77077 (95%)
2026-07-17 11:09:23,248 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool terminal returned error (2.99s): {"output": "", "exit_code": 1, "error": null}
2026-07-17 11:09:23,301 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8671 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:10:11,552 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8658 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:10:11,554 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #69: model=default provider=custom in=113197 out=233 total=113430 latency=130.2s cache=105171/113197 (93%)
2026-07-17 11:10:11,661 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.08s, 47 chars)
2026-07-17 11:10:11,730 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8673 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:10:26,903 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8669 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:10:26,903 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #8: model=default provider=custom in=126223 out=167 total=126390 latency=68.0s
2026-07-17 11:10:26,912 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=8/16 budget=8/16 tool_turns=129 last_msg_role=assistant response_len=626 session=20260710_094439_1cb443b1
2026-07-17 11:10:26,922 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:10:31,458 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8673 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:10:31,459 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #70: model=default provider=custom in=112575 out=44 total=112619 latency=19.8s
2026-07-17 11:10:50,207 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8671 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:10:50,208 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #74: model=default provider=custom in=77366 out=107 total=77473 latency=86.9s cache=72947/77366 (94%)
2026-07-17 11:10:50,309 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.05s, 287 chars)
2026-07-17 11:10:50,359 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.12s, 257 chars)
2026-07-17 11:10:50,381 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8676 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:10:50,541 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8677 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:11:09,414 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8676 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:11:09,416 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #75: model=default provider=custom in=77554 out=85 total=77639 latency=19.1s cache=32391/77554 (42%)
2026-07-17 11:11:14,640 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (5.21s, 663 chars)
2026-07-17 11:11:14,691 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8679 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:11:27,164 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8677 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:11:27,167 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #71: model=default provider=custom in=112718 out=50 total=112768 latency=36.7s
2026-07-17 11:11:27,274 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.08s, 340 chars)
2026-07-17 11:11:27,344 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8681 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:11:31,835 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8679 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:11:31,836 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #76: model=default provider=custom in=77839 out=174 total=78013 latency=17.2s cache=72941/77839 (94%)
2026-07-17 11:11:34,239 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (2.39s, 45 chars)
2026-07-17 11:11:34,297 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8683 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:12:02,062 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8681 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:12:02,063 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #72: model=default provider=custom in=112911 out=59 total=112970 latency=34.7s cache=105166/112911 (93%)
2026-07-17 11:12:02,339 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.12s, 726 chars)
2026-07-17 11:12:02,455 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8685 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:12:15,588 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8685 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:12:15,591 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #73: model=default provider=custom in=119091 out=92 total=119183 latency=13.2s cache=115712/119091 (97%)
2026-07-17 11:12:15,709 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.09s, 337 chars)
2026-07-17 11:12:15,790 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8687 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:12:17,752 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8683 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:12:17,756 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #77: model=default provider=custom in=85983 out=414 total=86397 latency=43.5s cache=10752/85983 (13%)
2026-07-17 11:12:17,897 INFO [20260712_081412_654c5f58] agent.tool_executor: tool execute_code completed (0.11s, 8191 chars)
2026-07-17 11:12:17,962 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8691 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:12:18,708 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8687 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:12:18,709 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #74: model=default provider=custom in=119311 out=91 total=119402 latency=3.0s cache=117120/119311 (98%)
2026-07-17 11:12:18,787 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.06s, 457 chars)
2026-07-17 11:12:18,854 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8693 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:12:22,265 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8693 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:12:22,267 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #75: model=default provider=custom in=119591 out=149 total=119740 latency=3.4s cache=117376/119591 (98%)
2026-07-17 11:12:22,399 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.07s, 45 chars)
2026-07-17 11:12:22,503 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8695 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:12:25,421 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8695 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:12:25,423 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #76: model=default provider=custom in=119767 out=89 total=119856 latency=3.0s cache=117632/119767 (98%)
2026-07-17 11:12:25,537 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.08s, 45 chars)
2026-07-17 11:12:25,600 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8697 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:12:26,425 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8691 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:12:26,426 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #78: model=default provider=custom in=90717 out=707 total=91424 latency=8.5s cache=84352/90717 (93%)
2026-07-17 11:12:28,056 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (1.61s, 17683 chars)
2026-07-17 11:12:28,121 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8699 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:12:28,856 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8697 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:12:28,857 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #77: model=default provider=custom in=119883 out=93 total=119976 latency=3.3s cache=117760/119883 (98%)
2026-07-17 11:12:28,966 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.09s, 255 chars)
2026-07-17 11:12:29,131 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8701 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:12:33,658 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8699 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:12:33,660 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #79: model=default provider=custom in=98846 out=386 total=99232 latency=5.6s cache=88704/98846 (90%)
2026-07-17 11:12:33,788 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8701 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:12:33,793 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #78: model=default provider=custom in=120070 out=256 total=120326 latency=4.7s cache=117888/120070 (98%)
2026-07-17 11:12:33,838 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.14s, 13359 chars)
2026-07-17 11:12:33,916 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.07s, 423 chars)
2026-07-17 11:12:33,945 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8707 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:12:34,085 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8708 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:12:37,426 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8708 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:12:37,427 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #79: model=default provider=custom in=120489 out=93 total=120582 latency=3.4s cache=118272/120489 (98%)
2026-07-17 11:12:37,584 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.13s, 338 chars)
2026-07-17 11:12:37,688 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8710 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:12:41,763 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8710 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:12:41,764 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #80: model=default provider=custom in=120711 out=91 total=120802 latency=4.1s cache=118528/120711 (98%)
2026-07-17 11:12:41,856 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.06s, 458 chars)
2026-07-17 11:12:41,932 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8712 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:12:42,740 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8707 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:12:42,742 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #80: model=default provider=custom in=104241 out=843 total=105084 latency=8.8s cache=96768/104241 (93%)
2026-07-17 11:12:42,879 INFO [20260712_081412_654c5f58] agent.tool_executor: tool execute_code completed (0.11s, 83 chars)
2026-07-17 11:12:42,923 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8716 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:12:47,290 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8712 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:12:47,291 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #81: model=default provider=custom in=120992 out=234 total=121226 latency=5.4s cache=118784/120992 (98%)
2026-07-17 11:12:49,625 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8716 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:12:49,630 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #81: model=default provider=custom in=104621 out=462 total=105083 latency=6.7s cache=102144/104621 (98%)
2026-07-17 11:12:49,762 INFO [20260712_081412_654c5f58] agent.tool_executor: tool execute_code completed (0.11s, 2202 chars)
2026-07-17 11:12:49,813 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8721 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:12:50,529 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool terminal returned error (3.20s): {"output": "000", "exit_code": 35, "error": null}
2026-07-17 11:12:50,603 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8722 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:12:56,760 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8722 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:12:56,762 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #82: model=default provider=custom in=121146 out=362 total=121508 latency=6.2s cache=118912/121146 (98%)
2026-07-17 11:12:56,800 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=18/60 budget=18/60 tool_turns=139 last_msg_role=assistant response_len=979 session=20260710_094439_1cb443b1
2026-07-17 11:12:56,891 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=425.4s api_calls=18 response=979 chars
2026-07-17 11:12:56,912 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:12:56,969 INFO gateway.platforms.base: [Telegram] Sending response (979 chars) to -1003707758328
2026-07-17 11:12:57,034 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 11:12:57,060 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=322 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-17 11:12:57,161 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8723 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:13:04,769 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8721 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:13:04,770 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #82: model=default provider=custom in=105980 out=2004 total=107984 latency=15.0s cache=103040/105980 (97%)
2026-07-17 11:13:04,914 INFO [20260712_081412_654c5f58] agent.tool_executor: tool execute_code completed (0.12s, 5054 chars)
2026-07-17 11:13:04,976 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8727 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:13:14,649 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8723 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:13:14,650 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1: model=default provider=custom in=122636 out=1526 total=124162 latency=17.5s cache=108416/122636 (88%)
2026-07-17 11:13:14,977 INFO agent.tool_executor: tool skill_view completed (0.32s, 10514 chars)
2026-07-17 11:13:15,033 INFO agent.tool_executor: tool skill_view failed (0.37s): {"success": false, "error": "Skill 'research/paper-search-mcp' not found.", "available_skills": ["computer-use", "deploy-internal-dashboard", "dogfood", "notebook-master-sync", "onboarding", "research
2026-07-17 11:13:15,036 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_view returned error (0.37s): {"success": false, "error": "Skill 'research/paper-search-mcp' not found.", "available_skills": ["computer-use", "deploy-internal-dashboard", "dogfood", "notebook-master-sync", "onboarding", "research
2026-07-17 11:13:15,114 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8728 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:13:28,075 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8728 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:13:28,076 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #2: model=default provider=custom in=125955 out=1086 total=127041 latency=13.0s cache=120576/125955 (96%)
2026-07-17 11:13:28,156 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skills_list completed (0.07s, 2906 chars)
2026-07-17 11:13:28,219 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8729 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:13:30,956 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8729 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:13:30,958 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #3: model=default provider=custom in=124928 out=428 total=125356 latency=2.8s
2026-07-17 11:13:30,966 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/16 budget=3/16 tool_turns=141 last_msg_role=assistant response_len=1273 session=20260710_094439_1cb443b1
2026-07-17 11:13:30,973 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:13:38,565 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8727 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:13:38,566 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #83: model=default provider=custom in=108964 out=4874 total=113838 latency=33.6s cache=103936/108964 (95%)
2026-07-17 11:13:39,552 INFO [20260712_081412_654c5f58] hermes.lint.lsp: lsp[pyright] 1 diags (scripts/update_gov_sources.py)
2026-07-17 11:13:39,582 INFO [20260712_081412_654c5f58] agent.tool_executor: tool write_file completed (0.98s, 237 chars)
2026-07-17 11:13:39,645 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8735 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:13:52,235 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8735 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:13:52,237 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #84: model=default provider=custom in=105878 out=421 total=106299 latency=12.6s cache=32482/105878 (31%)
2026-07-17 11:13:52,281 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.02s, 149 chars)
2026-07-17 11:13:52,338 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8736 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:14:10,355 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (152 chars)
2026-07-17 11:14:10,384 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='https://vmi3427693.tail8c1aaf.ts.net/dashboard  lỗi  {"detail":"Invalid Host hea' reply_to_id=18 reply_to_text=''
2026-07-17 11:14:10,555 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 11:14:10,671 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=322 msg='[NN Vo] https://vmi3427693.tail8c1aaf.ts.net/dashboard  lỗi  {"detail":"Invalid ...'
2026-07-17 11:14:10,709 INFO [20260710_094439_1cb443b1] agent.turn_context: Preflight compression: ~131,510 tokens >= 128,000 threshold (model default, ctx 256,000)
2026-07-17 11:14:10,712 INFO [20260710_094439_1cb443b1] agent.conversation_compression: context compression started: session=20260710_094439_1cb443b1 messages=323 tokens=~131,510 model=default focus=None
2026-07-17 11:14:10,755 INFO [20260710_094439_1cb443b1] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-17 11:14:11,094 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8736 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:14:11,096 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #85: model=default provider=custom in=106358 out=1169 total=107527 latency=18.8s cache=97441/106358 (92%)
2026-07-17 11:14:11,319 INFO [20260712_081412_654c5f58] agent.tool_executor: tool write_file completed (0.19s, 291 chars)
2026-07-17 11:14:11,377 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8743 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:14:15,766 INFO [20260710_094439_1cb443b1] agent.conversation_compression: context compression done: session=20260710_094439_1cb443b1 messages=323->197 rough_tokens=~78,696 awaiting_real_usage=true
2026-07-17 11:14:15,815 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8744 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:14:17,155 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8743 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:14:17,156 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #86: model=default provider=custom in=106970 out=417 total=107387 latency=5.8s
2026-07-17 11:14:17,193 INFO [20260712_081412_654c5f58] agent.tool_executor: tool process completed (0.00s, 1223 chars)
2026-07-17 11:14:17,252 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8745 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:14:20,768 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8744 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:14:20,769 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #83: model=default provider=custom in=74282 out=673 total=74955 latency=5.0s cache=10026/74282 (13%)
2026-07-17 11:14:23,259 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (2.47s, 290 chars)
2026-07-17 11:14:23,310 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8747 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:14:36,546 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8745 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:14:36,547 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #87: model=default provider=custom in=105931 out=448 total=106379 latency=19.3s cache=73106/105931 (69%)
2026-07-17 11:14:36,569 INFO [20260712_081412_654c5f58] agent.tool_executor: tool process completed (0.00s, 44 chars)
2026-07-17 11:14:36,626 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8748 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:14:41,057 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8747 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:14:41,058 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #84: model=default provider=custom in=72566 out=189 total=72755 latency=17.8s
2026-07-17 11:14:41,126 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.04s, 141 chars)
2026-07-17 11:14:41,173 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8750 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:14:54,843 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8748 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:14:54,844 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #88: model=default provider=custom in=106402 out=158 total=106560 latency=18.2s
2026-07-17 11:14:55,701 INFO [20260712_081412_654c5f58] agent.tool_executor: tool patch completed (0.84s, 208 chars)
2026-07-17 11:14:55,780 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8758 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:16:01,609 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8758 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:16:01,610 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #89: model=default provider=custom in=106639 out=175 total=106814 latency=65.9s cache=101530/106639 (95%)
2026-07-17 11:16:01,802 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.15s, 774 chars)
2026-07-17 11:16:01,871 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8763 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:16:03,153 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8763 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:16:03,154 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #90: model=default provider=custom in=107060 out=55 total=107115 latency=1.3s cache=101528/107060 (95%)
2026-07-17 11:16:03,355 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.18s, 1859 chars)
2026-07-17 11:16:03,427 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8768 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:16:03,512 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8750 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:16:03,521 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #85: model=default provider=custom in=72835 out=499 total=73334 latency=82.4s cache=68588/72835 (94%)
2026-07-17 11:16:03,554 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool write_file returned error (0.00s): {"error": "Refusing to write to sensitive system path: /etc/nginx/sites-available/hermes-dashboard\nUse the terminal tool with sudo if you need to modify system files."}
2026-07-17 11:16:03,631 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8769 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:16:08,645 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8769 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:16:08,647 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #86: model=default provider=custom in=73386 out=313 total=73699 latency=5.0s
2026-07-17 11:16:08,883 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool terminal returned error (0.21s): {"output": "nginx: the configuration file /etc/nginx/nginx.conf syntax is ok\nnginx: configuration file /etc/nginx/nginx.conf test is successful\nnginx.service is not active, cannot reload.", "exit_co
2026-07-17 11:16:08,967 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8771 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:16:26,477 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8771 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:16:26,480 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #87: model=default provider=custom in=73765 out=62 total=73827 latency=17.5s
2026-07-17 11:16:27,411 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8768 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:16:27,413 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #91: model=default provider=custom in=107750 out=473 total=108223 latency=24.0s cache=73054/107750 (68%)
2026-07-17 11:16:27,655 INFO [20260712_081412_654c5f58] agent.tool_executor: tool execute_code completed (0.21s, 248 chars)
2026-07-17 11:16:27,801 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8776 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:16:28,548 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (2.04s, 213 chars)
2026-07-17 11:16:28,599 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8777 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:16:29,359 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8776 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:16:29,360 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #92: model=default provider=custom in=108301 out=277 total=108578 latency=1.6s cache=101527/108301 (94%)
2026-07-17 11:16:30,193 INFO [20260712_081412_654c5f58] agent.tool_executor: tool patch completed (0.79s, 858 chars)
2026-07-17 11:16:30,303 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8785 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:16:45,512 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8777 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:16:45,513 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #88: model=default provider=custom in=79331 out=186 total=79517 latency=16.9s cache=11136/79331 (14%)
2026-07-17 11:16:45,625 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.08s, 48 chars)
2026-07-17 11:16:45,699 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8787 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:16:46,061 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8785 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:16:46,063 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #93: model=default provider=custom in=119612 out=547 total=120159 latency=15.8s cache=106880/119612 (89%)
2026-07-17 11:16:47,761 INFO [20260712_081412_654c5f58] agent.tool_executor: tool execute_code completed (1.67s, 134 chars)
2026-07-17 11:16:47,816 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8791 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:16:49,470 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8787 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:16:49,471 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #89: model=default provider=custom in=79473 out=283 total=79756 latency=3.8s cache=77312/79473 (97%)
2026-07-17 11:16:49,619 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.13s, 45 chars)
2026-07-17 11:16:49,675 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8793 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:16:52,083 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8793 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:16:52,083 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #90: model=default provider=custom in=79658 out=93 total=79751 latency=2.4s cache=77440/79658 (97%)
2026-07-17 11:16:52,157 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool terminal returned error (0.06s): {"output": "error: failed to remove web serve: handler does not exist\n\ntry `tailscale funnel --help` for usage info", "exit_code": 1, "error": null}
2026-07-17 11:16:52,214 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8795 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:16:53,001 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8791 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:16:53,002 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #94: model=default provider=custom in=120220 out=453 total=120673 latency=5.2s cache=118144/120220 (98%)
2026-07-17 11:16:54,645 INFO [20260712_081412_654c5f58] agent.tool_executor: tool execute_code completed (1.62s, 123 chars)
2026-07-17 11:16:54,697 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8799 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:16:55,083 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8795 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:16:55,084 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #91: model=default provider=custom in=79805 out=95 total=79900 latency=2.9s cache=77696/79805 (97%)
2026-07-17 11:16:55,163 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.05s, 47 chars)
2026-07-17 11:16:55,217 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8801 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:16:57,718 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8801 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:16:57,720 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #92: model=default provider=custom in=79929 out=95 total=80024 latency=2.5s cache=77824/79929 (97%)
2026-07-17 11:16:57,786 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.04s, 47 chars)
2026-07-17 11:16:57,840 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8803 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:16:58,959 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8799 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:16:58,960 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #95: model=default provider=custom in=120729 out=364 total=121093 latency=4.3s cache=118656/120729 (98%)
2026-07-17 11:17:00,498 INFO [20260712_081412_654c5f58] agent.tool_executor: tool execute_code completed (1.52s, 687 chars)
2026-07-17 11:17:00,569 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8807 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:17:01,409 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8803 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:17:01,411 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #93: model=default provider=custom in=80053 out=212 total=80265 latency=3.6s cache=77952/80053 (97%)
2026-07-17 11:17:01,911 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.27s, 257 chars)
2026-07-17 11:17:02,082 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8809 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:17:05,422 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8809 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:17:05,423 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #94: model=default provider=custom in=80359 out=98 total=80457 latency=3.4s cache=78208/80359 (97%)
2026-07-17 11:17:06,843 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8807 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:17:06,850 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #96: model=default provider=custom in=121298 out=480 total=121778 latency=6.3s cache=118656/121298 (98%)
2026-07-17 11:17:07,398 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (1.48s, 340 chars)
2026-07-17 11:17:07,510 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8813 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:17:08,692 INFO [20260712_081412_654c5f58] agent.tool_executor: tool patch completed (1.79s, 601 chars)
2026-07-17 11:17:08,962 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8819 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:17:09,956 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8813 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:17:09,956 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #95: model=default provider=custom in=80586 out=93 total=80679 latency=2.5s cache=78336/80586 (97%)
2026-07-17 11:17:10,101 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.12s, 338 chars)
2026-07-17 11:17:10,156 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8821 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:17:12,636 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8819 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:17:12,637 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #97: model=default provider=custom in=121792 out=225 total=122017 latency=3.9s cache=119296/121792 (98%)
2026-07-17 11:17:12,722 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.02s, 149 chars)
2026-07-17 11:17:12,789 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8822 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:17:13,637 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8821 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:17:13,638 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #96: model=default provider=custom in=80808 out=91 total=80899 latency=3.5s cache=78592/80808 (97%)
2026-07-17 11:17:13,851 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.14s, 458 chars)
2026-07-17 11:17:13,909 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8824 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:17:15,708 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8822 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:17:15,711 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #98: model=default provider=custom in=122052 out=52 total=122104 latency=2.9s cache=119680/122052 (98%)
2026-07-17 11:17:15,741 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=27/60 budget=18/60 tool_turns=71 last_msg_role=assistant response_len=79 session=20260712_081412_654c5f58
2026-07-17 11:17:15,819 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=480.4s api_calls=27 response=79 chars
2026-07-17 11:17:15,822 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:17:15,893 INFO gateway.platforms.base: [Telegram] Sending response (79 chars) to -1003707758328
2026-07-17 11:17:15,939 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 11:17:15,977 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=161 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-17 11:17:16,061 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8825 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:17:19,889 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8824 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:17:19,890 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #97: model=default provider=custom in=81089 out=448 total=81537 latency=6.0s cache=78848/81089 (97%)
2026-07-17 11:17:19,940 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=15/60 budget=15/60 tool_turns=99 last_msg_role=assistant response_len=1154 session=20260710_094439_1cb443b1
2026-07-17 11:17:19,983 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=189.6s api_calls=15 response=1539 chars
2026-07-17 11:17:20,024 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:17:20,083 INFO gateway.platforms.base: [Telegram] Sending response (1539 chars) to -1003707758328
2026-07-17 11:17:20,174 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 11:17:20,225 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=226 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-17 11:17:20,307 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8826 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:17:20,860 INFO gateway.run: Process proc_ec78f073b25b finished — injecting agent notification for session agent:main:telegram:group:-1003707758328:12 chat=-1003707758328 thread=12
2026-07-17 11:17:20,875 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='[IMPORTANT: Background process proc_ec78f073b25b completed normally (exit code 0' reply_to_id=None reply_to_text=''
2026-07-17 11:17:21,063 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 11:17:21,159 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=161 msg='[NN Vo] [IMPORTANT: Background process proc_ec78f073b25b completed normally (exi...'
2026-07-17 11:17:21,227 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8827 (_call):135522218272448 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:17:22,008 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8826 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:17:22,008 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1: model=default provider=custom in=76561 out=20 total=76581 latency=1.7s
2026-07-17 11:17:22,499 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.48s, 10467 chars)
2026-07-17 11:17:22,540 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8828 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:17:24,266 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8828 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:17:24,267 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #2: model=default provider=custom in=79549 out=19 total=79568 latency=1.7s
2026-07-17 11:17:24,366 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.09s, 10514 chars)
2026-07-17 11:17:24,408 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8829 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:17:25,755 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8829 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:17:25,756 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #3: model=default provider=custom in=82668 out=33 total=82701 latency=1.4s cache=76711/82668 (93%)
2026-07-17 11:17:25,841 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.08s, 2123 chars)
2026-07-17 11:17:25,887 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8830 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:17:28,531 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8830 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:17:28,532 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #4: model=default provider=custom in=83298 out=1012 total=84310 latency=2.7s cache=76714/83298 (92%)
2026-07-17 11:17:28,575 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.04s, 548 chars)
2026-07-17 11:17:28,623 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8831 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:17:29,204 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8827 (_call):135522218272448 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:17:29,205 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #99: model=default provider=custom in=114241 out=710 total=114951 latency=8.0s
2026-07-17 11:17:29,230 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=71 last_msg_role=assistant response_len=1323 session=20260712_081412_654c5f58
2026-07-17 11:17:29,250 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=8.4s api_calls=1 response=1323 chars
2026-07-17 11:17:29,296 INFO gateway.platforms.base: [Telegram] Sending response (1323 chars) to -1003707758328
2026-07-17 11:17:29,303 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8825 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:17:29,303 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=112282 out=1974 total=114256 latency=13.3s cache=32488/112282 (29%)
2026-07-17 11:17:29,336 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.03s): {"success": false, "error": "Refusing background curator patch for skill 'research-pipeline': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, 
2026-07-17 11:17:30,353 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.02s): {"success": false, "error": "Refusing background curator patch for skill 'notebook-master-sync': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.m
2026-07-17 11:17:30,390 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8832 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:17:47,680 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8832 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:17:47,681 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=113527 out=151 total=113678 latency=17.3s cache=32484/113527 (29%)
2026-07-17 11:17:47,884 INFO agent.tool_executor: tool skill_view completed (0.19s, 8301 chars)
2026-07-17 11:17:47,895 WARNING tools.skills_tool: Skill name collision for 'research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-17 11:17:47,896 INFO agent.tool_executor: tool skill_view failed (0.21s): {"success": false, "error": "Ambiguous skill name 'research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.",
2026-07-17 11:17:47,898 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.21s): {"success": false, "error": "Ambiguous skill name 'research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.",
2026-07-17 11:17:47,946 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8833 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:18:02,596 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8831 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:18:02,597 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #5: model=default provider=custom in=84505 out=581 total=85086 latency=34.0s cache=76724/84505 (91%)
2026-07-17 11:18:02,652 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.03s, 533 chars)
2026-07-17 11:18:02,715 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8834 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:18:15,155 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8833 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:18:15,156 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #3: model=default provider=custom in=115952 out=1192 total=117144 latency=27.2s cache=73052/115952 (63%)
2026-07-17 11:18:15,667 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.51s): {"success": false, "error": "Skill 'research/research-pipeline' not found in active profile 'default'. Use skills_list() to see available skills."}

[Tool loop warning: same_tool_failure_warning; coun
2026-07-17 11:18:16,688 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.02s): {"success": false, "error": "Refusing background curator patch for skill 'notebook-master-sync': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.m
2026-07-17 11:18:16,738 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8835 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:18:35,115 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8835 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:18:35,117 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #4: model=default provider=custom in=129301 out=165 total=129466 latency=18.4s cache=75648/129301 (59%)
2026-07-17 11:18:35,201 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skills_list completed (0.08s, 2906 chars)
2026-07-17 11:18:35,284 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8836 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:18:36,053 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8834 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:18:36,054 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #6: model=default provider=custom in=85233 out=185 total=85418 latency=33.4s cache=80767/85233 (95%)
2026-07-17 11:18:36,065 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=6/16 budget=6/16 tool_turns=104 last_msg_role=assistant response_len=718 session=20260710_094439_1cb443b1
2026-07-17 11:18:36,073 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:18:40,688 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8836 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:18:40,690 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #5: model=default provider=custom in=130138 out=198 total=130336 latency=5.4s cache=127232/130138 (98%)
2026-07-17 11:18:40,758 WARNING [20260712_081412_654c5f58] tools.skills_tool: Skill name collision for 'research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-17 11:18:40,759 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.07s): {"success": false, "error": "Ambiguous skill name 'research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.",
2026-07-17 11:18:40,819 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8837 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:18:46,419 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8837 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:18:46,423 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #6: model=default provider=custom in=130375 out=136 total=130511 latency=5.6s cache=128128/130375 (98%)
2026-07-17 11:18:46,429 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.00s): {"success": false, "error": "Skill name must be a relative path within the skills directory.", "hint": "Use a skill name or relative path within the skills directory."}
2026-07-17 11:18:46,472 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8838 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:18:49,384 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8838 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:18:49,385 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #7: model=default provider=custom in=130483 out=49 total=130532 latency=2.9s cache=128256/130483 (98%)
2026-07-17 11:18:49,447 WARNING [20260712_081412_654c5f58] tools.skills_tool: Skill name collision for 'research/research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-17 11:18:49,449 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.06s): {"success": false, "error": "Ambiguous skill name 'research/research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorize
2026-07-17 11:18:49,514 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8839 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:18:52,955 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8839 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:18:52,956 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #8: model=default provider=custom in=130785 out=116 total=130901 latency=3.5s cache=128384/130785 (98%)
2026-07-17 11:18:52,958 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool read_file returned error (0.00s): {"error": "Background review denied non-whitelisted tool: read_file. Only memory/skill tools are allowed."}
2026-07-17 11:18:53,013 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8840 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:18:53,782 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (261 chars)
2026-07-17 11:18:53,801 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tôi thấy đã có tóm tắt 28 sources trong master_tourism_vn nhưng chất lượng tóm t' reply_to_id=12 reply_to_text=''
2026-07-17 11:18:53,953 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 11:18:54,044 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=163 msg='[NN Vo] tôi thấy đã có tóm tắt 28 sources trong master_tourism_vn nhưng chất lượ...'
2026-07-17 11:18:54,118 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8841 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:19:00,154 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8840 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:19:00,155 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #9: model=default provider=custom in=130900 out=628 total=131528 latency=7.2s cache=128768/130900 (98%)
2026-07-17 11:19:00,187 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.03s): {"success": false, "error": "SKILL.md must start with YAML frontmatter (---). See existing skills for format."}

[Tool loop warning: same_tool_failure_warning; count=5; skill_manage has failed 5 times
2026-07-17 11:19:00,257 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8842 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:19:07,642 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8842 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:19:07,643 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #10: model=default provider=custom in=131679 out=403 total=132082 latency=7.4s cache=129408/131679 (98%)
2026-07-17 11:19:07,747 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_view completed (0.10s, 8301 chars)
2026-07-17 11:19:07,812 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8843 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:19:09,814 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8841 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:19:09,816 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #100: model=default provider=custom in=123588 out=1210 total=124798 latency=15.7s cache=119936/123588 (97%)
2026-07-17 11:19:09,840 INFO [20260712_081412_654c5f58] agent.tool_executor: tool process completed (0.00s, 1219 chars)
2026-07-17 11:19:09,909 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8844 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:19:17,745 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8844 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:19:17,746 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #101: model=default provider=custom in=124339 out=596 total=124935 latency=7.9s cache=121472/124339 (98%)
2026-07-17 11:19:17,855 INFO [20260712_081412_654c5f58] agent.tool_executor: tool process completed (0.09s, 124 chars)
2026-07-17 11:19:17,913 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8845 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:19:20,902 INFO gateway.run: Process proc_db1ffad5b44f finished — injecting agent notification for session agent:main:telegram:group:-1003707758328:12 chat=-1003707758328 thread=12
2026-07-17 11:19:21,416 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8843 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:19:21,416 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #11: model=default provider=custom in=134077 out=1936 total=136013 latency=13.6s cache=129664/134077 (97%)
2026-07-17 11:19:21,481 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_manage completed (0.06s, 538 chars)
2026-07-17 11:19:21,544 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8846 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:19:25,629 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8846 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:19:25,630 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #12: model=default provider=custom in=135955 out=171 total=136126 latency=4.1s cache=131968/135955 (97%)
2026-07-17 11:19:25,671 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.03s): {"success": false, "error": "SKILL.md must start with YAML frontmatter (---). See existing skills for format."}
2026-07-17 11:19:25,722 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8847 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:19:26,613 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8845 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:19:26,616 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #102: model=default provider=custom in=124496 out=731 total=125227 latency=8.7s cache=122240/124496 (98%)
2026-07-17 11:19:28,242 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (1.59s, 45 chars)
2026-07-17 11:19:28,303 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8849 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:19:32,480 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8849 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:19:32,481 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #103: model=default provider=custom in=124841 out=167 total=125008 latency=4.2s cache=122368/124841 (98%)
2026-07-17 11:19:32,628 INFO [20260712_081412_654c5f58] agent.tool_executor: tool execute_code completed (0.12s, 10284 chars)
2026-07-17 11:19:32,721 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8853 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:19:34,000 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8847 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:19:34,001 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #13: model=default provider=custom in=136165 out=992 total=137157 latency=8.3s cache=133888/136165 (98%)
2026-07-17 11:19:34,141 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.13s): {"success": false, "error": "Skill 'research/research-pipeline' not found in active profile 'default'. Use skills_list() to see available skills."}
2026-07-17 11:19:34,206 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8854 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:19:38,063 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8854 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:19:38,064 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #14: model=default provider=custom in=126674 out=567 total=127241 latency=3.9s
2026-07-17 11:19:38,168 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.10s): {"success": false, "error": "Skill 'research/research-pipeline' not found in active profile 'default'. Use skills_list() to see available skills."}

[Tool loop warning: same_tool_failure_warning; coun
2026-07-17 11:19:38,228 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8855 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:19:43,239 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8853 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:19:43,241 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #104: model=default provider=custom in=129576 out=992 total=130568 latency=10.6s cache=122752/129576 (95%)
2026-07-17 11:19:44,273 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8855 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:19:44,274 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #15: model=default provider=custom in=128144 out=727 total=128871 latency=6.1s
2026-07-17 11:19:44,308 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.03s): {"success": false, "error": "Refusing background curator patch for skill 'research-pipeline': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, 
2026-07-17 11:19:44,369 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8860 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:19:44,455 INFO [20260712_081412_654c5f58] agent.tool_executor: tool execute_code completed (1.16s, 478 chars)
2026-07-17 11:19:44,465 INFO [20260712_081412_654c5f58] agent.conversation_compression: context compression started: session=20260712_081412_654c5f58 messages=174 tokens=~129,576 model=default focus=None
2026-07-17 11:19:44,502 INFO [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-17 11:19:46,970 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8860 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:19:46,971 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #16: model=default provider=custom in=129023 out=368 total=129391 latency=2.6s cache=32479/129023 (25%)
2026-07-17 11:19:46,980 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=16/16 budget=16/16 tool_turns=86 last_msg_role=assistant response_len=600 session=20260712_081412_654c5f58
2026-07-17 11:19:46,987 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:19:56,762 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (63 chars)
2026-07-17 11:19:56,789 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='vẫn ko load được https://vmi3427693.tail8c1aaf.ts.net/dashboard' reply_to_id=18 reply_to_text=''
2026-07-17 11:19:56,963 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 11:19:57,051 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=226 msg='[NN Vo] vẫn ko load được https://vmi3427693.tail8c1aaf.ts.net/dashboard'
2026-07-17 11:19:57,129 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8861 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:20:33,440 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8861 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:20:33,441 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #98: model=default provider=custom in=75664 out=811 total=76475 latency=36.3s cache=68554/75664 (91%)
2026-07-17 11:20:33,546 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.08s, 1009 chars)
2026-07-17 11:20:33,606 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8863 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:20:36,340 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8863 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:20:36,341 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #99: model=default provider=custom in=76090 out=62 total=76152 latency=2.8s cache=68554/76090 (90%)
2026-07-17 11:20:36,423 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.06s, 1049 chars)
2026-07-17 11:20:36,473 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8865 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:20:38,673 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8865 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:20:38,673 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #100: model=default provider=custom in=76531 out=80 total=76611 latency=2.2s cache=68555/76531 (90%)
2026-07-17 11:20:38,850 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.12s, 48 chars)
2026-07-17 11:20:38,904 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8867 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:20:42,020 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8867 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:20:42,022 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #101: model=default provider=custom in=76637 out=1087 total=77724 latency=3.1s cache=72584/76637 (95%)
2026-07-17 11:20:42,312 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.26s, 177 chars)
2026-07-17 11:20:42,374 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8869 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:22:51,381 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8869 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:22:51,382 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #102: model=default provider=custom in=77779 out=149 total=77928 latency=129.0s cache=72595/77779 (93%)
2026-07-17 11:22:52,680 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (1.19s, 45 chars)
2026-07-17 11:22:52,748 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8871 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:23:10,167 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8871 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:23:10,169 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #103: model=default provider=custom in=77951 out=44 total=77995 latency=17.4s cache=72592/77951 (93%)
2026-07-17 11:23:10,282 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.08s, 255 chars)
2026-07-17 11:23:10,336 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8873 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:23:11,527 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8873 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:23:11,528 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #104: model=default provider=custom in=78094 out=40 total=78134 latency=1.2s cache=72589/78094 (93%)
2026-07-17 11:23:11,610 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.06s, 371 chars)
2026-07-17 11:23:11,678 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8875 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:23:47,538 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8875 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:23:47,540 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #105: model=default provider=custom in=78305 out=211 total=78516 latency=35.9s cache=32232/78305 (41%)
2026-07-17 11:23:47,587 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=8/60 budget=8/60 tool_turns=106 last_msg_role=assistant response_len=533 session=20260710_094439_1cb443b1
2026-07-17 11:23:47,640 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=230.9s api_calls=8 response=533 chars
2026-07-17 11:23:47,703 INFO gateway.platforms.base: [Telegram] Sending response (533 chars) to -1003707758328
2026-07-17 11:23:59,137 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 11:24:00,078 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 11:24:01,389 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 11:24:03,101 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 11:24:07,700 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 11:24:08,927 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 11:24:10,492 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 11:24:12,641 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 11:24:15,725 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 11:24:19,691 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 11:24:34,845 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 11:24:38,566 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 11:24:42,341 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 11:24:44,533 INFO [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary compression: timeout on the critical path; skipping same-provider retry and falling back: Request timed out.
2026-07-17 11:24:44,539 INFO [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary compression: connection error on auto (Request timed out.), trying fallback
2026-07-17 11:24:44,550 WARNING [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary: marking openrouter unhealthy for 60s (payment / credit error). Subsequent auxiliary calls will skip it until 11:25:44.
2026-07-17 11:24:44,561 WARNING [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary Nous client unavailable: no Nous authentication found (run: hermes auth).
2026-07-17 11:24:44,561 WARNING [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary: marking nous unhealthy for 60s (payment / credit error). Subsequent auxiliary calls will skip it until 11:25:44.
2026-07-17 11:24:44,595 WARNING [20260712_081412_654c5f58] hermes_cli.copilot_auth: Token from GITHUB_TOKEN is not supported: Classic Personal Access Tokens (ghp_*) are not supported by the Copilot API. Use one of:
  → `copilot login` or `hermes model` to authenticate via OAuth
  → A fine-grained PAT (github_pat_*) with Copilot Requests permission
  → `gh auth login` with the default device code flow (produces gho_* tokens)
2026-07-17 11:24:45,410 WARNING [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary compression: connection error on auto and no fallback available (tried: openrouter, nous, local/custom, api-key)
2026-07-17 11:24:45,410 WARNING [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary compression: connection error on auto and all fallbacks exhausted (fallback_chain + main agent model). Raising original error.
2026-07-17 11:24:45,417 WARNING [20260712_081412_654c5f58] agent.context_compressor: Failed to generate context summary: Request timed out.. Further summary attempts paused for 30 seconds.
2026-07-17 11:24:45,488 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8876 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:24:46,102 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 11:24:49,894 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 11:24:53,784 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 11:24:57,573 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 11:25:01,518 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 11:25:05,369 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 11:25:09,139 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 11:25:12,907 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 11:25:16,727 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 11:25:20,605 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 11:25:24,428 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 11:25:28,282 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 11:25:31,990 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 11:25:36,155 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 11:25:40,584 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 11:25:42,059 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8876 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:25:42,061 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #105: model=default provider=custom in=117002 out=3974 total=120976 latency=56.6s
2026-07-17 11:25:42,585 INFO [20260712_081412_654c5f58] agent.tool_executor: tool write_file completed (0.49s, 259 chars)
2026-07-17 11:25:42,641 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8884 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:25:44,881 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 11:25:49,188 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 11:26:13,014 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 11:26:16,933 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 11:26:17,198 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8884 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:26:17,202 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #106: model=default provider=custom in=121075 out=263 total=121338 latency=34.6s
2026-07-17 11:26:17,262 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.02s, 149 chars)
2026-07-17 11:26:17,333 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8885 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:26:20,727 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 11:26:26,458 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 11:26:27,487 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 11:26:28,925 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 11:26:30,769 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 11:26:33,468 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 11:26:34,876 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8885 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:26:34,877 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #107: model=default provider=custom in=121399 out=83 total=121482 latency=17.6s cache=113727/121399 (94%)
2026-07-17 11:26:35,028 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.12s, 186 chars)
2026-07-17 11:26:35,085 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8890 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:26:38,124 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 11:26:39,075 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 11:26:40,465 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 11:26:58,073 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8890 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:26:58,077 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #108: model=default provider=custom in=134865 out=50 total=134915 latency=23.0s cache=127488/134865 (95%)
2026-07-17 11:26:58,144 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=9/60 budget=7/60 tool_turns=79 last_msg_role=assistant response_len=113 session=20260712_081412_654c5f58
2026-07-17 11:26:58,154 INFO gateway.run: Queued follow-up for session agent:main:telegram:group:-1003707758328:12: final stream delivery not confirmed; sending first response before continuing.
2026-07-17 11:26:59,102 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=181 msg='[NN Vo] [IMPORTANT: Background process proc_db1ffad5b44f terminated by process.k...'
2026-07-17 11:26:59,126 INFO [20260712_081412_654c5f58] agent.turn_context: Preflight compression: ~129,539 tokens >= 128,000 threshold (model default, ctx 256,000)
2026-07-17 11:26:59,128 INFO [20260712_081412_654c5f58] agent.conversation_compression: context compression started: session=20260712_081412_654c5f58 messages=182 tokens=~129,539 model=default focus=None
2026-07-17 11:26:59,202 INFO [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary auto-detect: using main provider custom (default)
2026-07-17 11:26:59,209 INFO [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-17 11:27:51,011 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (186 chars)
2026-07-17 11:27:51,025 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tôi vào được hermes dashboard rồi nhưng lúc này kanban os cũ đã mất. Việc cái nà' reply_to_id=18 reply_to_text=''
2026-07-17 11:27:51,283 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 11:27:51,370 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=242 msg='[NN Vo] tôi vào được hermes dashboard rồi nhưng lúc này kanban os cũ đã mất. Việ...'
2026-07-17 11:27:51,488 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8891 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:28:09,680 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8891 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:28:09,681 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #106: model=default provider=custom in=84879 out=503 total=85382 latency=18.2s cache=79488/84879 (94%)
2026-07-17 11:28:09,966 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.18s, 160 chars)
2026-07-17 11:28:10,038 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8893 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:28:14,302 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8893 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:28:14,304 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #107: model=default provider=custom in=85118 out=259 total=85377 latency=4.3s cache=82816/85118 (97%)
2026-07-17 11:28:14,395 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.06s, 48 chars)
2026-07-17 11:28:14,456 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8895 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:28:17,540 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8895 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:28:17,541 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #108: model=default provider=custom in=85294 out=148 total=85442 latency=3.1s cache=83072/85294 (97%)
2026-07-17 11:28:17,630 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.06s, 46 chars)
2026-07-17 11:28:17,680 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8897 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:28:28,495 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8897 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:28:28,496 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #109: model=default provider=custom in=85471 out=1030 total=86501 latency=10.8s cache=83328/85471 (97%)
2026-07-17 11:28:28,524 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool write_file returned error (0.00s): {"error": "Refusing to write to sensitive system path: /etc/nginx/sites-available/hermes-dashboard\nUse the terminal tool with sudo if you need to modify system files."}
2026-07-17 11:28:28,589 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8898 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:28:41,830 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8898 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:28:41,831 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #110: model=default provider=custom in=86552 out=732 total=87284 latency=13.3s cache=83456/86552 (96%)
2026-07-17 11:28:42,036 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.18s, 302 chars)
2026-07-17 11:28:42,098 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8900 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:28:45,015 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8900 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:28:45,016 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #111: model=default provider=custom in=87388 out=116 total=87504 latency=2.9s cache=85248/87388 (98%)
2026-07-17 11:28:45,092 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.06s, 533 chars)
2026-07-17 11:28:45,165 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8902 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:28:52,083 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8902 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:28:52,084 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #112: model=default provider=custom in=87722 out=417 total=88139 latency=6.9s cache=85504/87722 (97%)
2026-07-17 11:28:52,120 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=7/60 budget=7/60 tool_turns=112 last_msg_role=assistant response_len=1110 session=20260710_094439_1cb443b1
2026-07-17 11:28:52,172 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=61.1s api_calls=7 response=1495 chars
2026-07-17 11:28:52,194 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:28:52,233 INFO gateway.platforms.base: [Telegram] Sending response (1495 chars) to -1003707758328
2026-07-17 11:28:52,314 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 11:28:52,343 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=256 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-17 11:28:52,407 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8903 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:29:05,901 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8903 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:29:05,905 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1: model=default provider=custom in=89267 out=912 total=90179 latency=13.5s cache=32768/89267 (37%)
2026-07-17 11:29:06,247 INFO agent.tool_executor: tool skill_view completed (0.33s, 63162 chars)
2026-07-17 11:29:06,258 INFO agent.tool_executor: tool skill_view completed (0.34s, 11030 chars)
2026-07-17 11:29:06,341 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8904 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:29:23,255 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8904 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:29:23,258 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #2: model=default provider=custom in=109922 out=1012 total=110934 latency=16.9s cache=87168/109922 (79%)
2026-07-17 11:29:23,378 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.11s, 2123 chars)
2026-07-17 11:29:23,445 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8905 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:29:56,950 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8905 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:29:56,951 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #3: model=default provider=custom in=110595 out=3498 total=114093 latency=33.5s cache=107904/110595 (98%)
2026-07-17 11:29:56,955 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool patch returned error (0.00s): {"error": "Background review denied non-whitelisted tool: patch. Only memory/skill tools are allowed."}
2026-07-17 11:29:57,015 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8906 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:30:09,385 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8906 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:30:09,385 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #4: model=default provider=custom in=112709 out=1530 total=114239 latency=12.4s cache=108544/112709 (96%)
2026-07-17 11:30:09,405 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.01s): {"success": false, "error": "Refusing background curator patch for skill 'tailscale-serve': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, or
2026-07-17 11:30:09,459 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8907 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:30:12,525 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8907 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:30:12,526 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #5: model=default provider=custom in=114300 out=86 total=114386 latency=3.1s cache=110592/114300 (97%)
2026-07-17 11:30:12,664 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.13s, 11030 chars)
2026-07-17 11:30:12,740 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8908 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:30:29,323 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8908 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:30:29,324 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #6: model=default provider=custom in=117568 out=1961 total=119529 latency=16.6s cache=112256/117568 (95%)
2026-07-17 11:30:29,356 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.03s, 534 chars)
2026-07-17 11:30:29,419 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8909 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:30:37,232 INFO gateway.run: Process proc_184ccced7d14 finished — injecting agent notification for session agent:main:telegram:group:-1003707758328:12 chat=-1003707758328 thread=12
2026-07-17 11:30:55,109 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8909 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:30:55,112 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #7: model=default provider=custom in=119545 out=2637 total=122182 latency=25.7s cache=115456/119545 (97%)
2026-07-17 11:30:55,193 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.07s, 233 chars)
2026-07-17 11:30:55,257 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8910 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:31:05,545 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8910 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:31:05,546 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #8: model=default provider=custom in=121834 out=977 total=122811 latency=10.3s cache=117504/121834 (96%)
2026-07-17 11:31:05,579 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.03s, 192 chars)
2026-07-17 11:31:05,632 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8911 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:31:10,177 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8911 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:31:10,178 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #9: model=default provider=custom in=122737 out=312 total=123049 latency=4.6s cache=119808/122737 (98%)
2026-07-17 11:31:10,217 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.04s): {"success": false, "error": "Refusing background curator patch for skill 'hermes-kanban': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, or s
2026-07-17 11:31:10,284 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8912 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:31:12,028 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8912 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:31:12,032 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #10: model=default provider=custom in=120770 out=19 total=120789 latency=1.8s
2026-07-17 11:31:12,159 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.12s, 63212 chars)
2026-07-17 11:31:12,212 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8913 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:31:16,615 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8913 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:31:16,617 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #11: model=default provider=custom in=135287 out=421 total=135708 latency=4.4s
2026-07-17 11:31:16,685 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.06s, 529 chars)
2026-07-17 11:31:16,741 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8914 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:31:22,153 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8914 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:31:22,153 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #12: model=default provider=custom in=135864 out=645 total=136509 latency=5.4s cache=129753/135864 (96%)
2026-07-17 11:31:22,162 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=12/16 budget=12/16 tool_turns=123 last_msg_role=assistant response_len=1867 session=20260710_094439_1cb443b1
2026-07-17 11:31:22,169 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:31:38,649 INFO [20260712_081412_654c5f58] agent.conversation_compression: context compression done: session=20260712_081412_654c5f58 messages=182->99 rough_tokens=~80,657 awaiting_real_usage=true
2026-07-17 11:31:38,701 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8915 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:31:42,474 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8915 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:31:42,475 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #109: model=default provider=custom in=71634 out=906 total=72540 latency=3.8s
2026-07-17 11:31:42,500 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=43 last_msg_role=assistant response_len=3117 session=20260712_081412_654c5f58
2026-07-17 11:31:42,508 INFO gateway.run: Queued follow-up for session agent:main:telegram:group:-1003707758328:12: final stream delivery not confirmed; sending first response before continuing.
2026-07-17 11:31:43,432 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=100 msg='[NN Vo] [IMPORTANT: Background process proc_184ccced7d14 completed normally (exi...'
2026-07-17 11:31:43,488 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8916 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:31:46,239 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8916 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:31:46,239 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #110: model=default provider=custom in=72596 out=163 total=72759 latency=2.8s cache=32430/72596 (45%)
2026-07-17 11:31:46,364 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.11s, 2748 chars)
2026-07-17 11:31:46,420 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8921 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:31:50,626 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8921 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:31:50,627 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #111: model=default provider=custom in=73939 out=3093 total=77032 latency=4.2s cache=68923/73939 (93%)
2026-07-17 11:32:36,934 INFO [20260712_081412_654c5f58] agent.tool_executor: tool execute_code completed (46.28s, 2088 chars)
2026-07-17 11:32:37,015 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8925 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:32:38,984 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8925 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:32:38,986 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #112: model=default provider=custom in=78471 out=190 total=78661 latency=2.0s cache=68959/78471 (88%)
2026-07-17 11:32:40,801 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool terminal returned error (1.79s): {"output": "✗ Authentication Error\n  Authentication expired. Run 'nlm login' in your terminal to re-authenticate. \nMCP users: the server should auto-detect the new credentials; if not, call the \nre
2026-07-17 11:32:40,850 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8927 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:32:42,483 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8927 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:32:42,484 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #113: model=default provider=custom in=78742 out=113 total=78855 latency=1.7s cache=73012/78742 (93%)
2026-07-17 11:32:42,646 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.11s, 4146 chars)
2026-07-17 11:32:42,692 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8932 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:32:44,368 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8932 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:32:44,369 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #114: model=default provider=custom in=80322 out=132 total=80454 latency=1.7s cache=73021/80322 (91%)
2026-07-17 11:32:44,471 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.08s, 9665 chars)
2026-07-17 11:32:44,514 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8934 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:32:52,690 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 11:32:53,609 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 11:32:54,864 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 11:32:56,546 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 11:32:59,379 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 11:33:56,462 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 11:33:59,147 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 11:34:01,839 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 11:34:02,861 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 11:34:04,312 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 11:34:05,975 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 11:34:08,715 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 11:34:12,584 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 11:34:16,297 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 11:34:20,160 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 11:34:54,427 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8934 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:34:54,431 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #115: model=default provider=custom in=84517 out=272 total=84789 latency=129.9s cache=77110/84517 (91%)
2026-07-17 11:34:54,935 INFO [20260712_081412_654c5f58] agent.tool_executor: tool search_files completed (0.41s, 203 chars)
2026-07-17 11:34:54,990 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8937 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:35:12,760 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8937 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:35:12,762 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #116: model=default provider=custom in=84862 out=144 total=85006 latency=17.8s cache=77107/84862 (91%)
2026-07-17 11:35:12,902 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.11s, 29574 chars)
2026-07-17 11:35:12,962 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8942 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:35:15,300 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8942 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:35:15,301 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #117: model=default provider=custom in=92613 out=468 total=93081 latency=2.4s cache=81224/92613 (88%)
2026-07-17 11:35:15,322 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=8/60 budget=7/60 tool_turns=50 last_msg_role=assistant response_len=1542 session=20260712_081412_654c5f58
2026-07-17 11:35:15,365 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=981.6s api_calls=8 response=1542 chars
2026-07-17 11:35:15,405 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:35:15,421 INFO gateway.platforms.base: [Telegram] Sending response (1542 chars) to -1003707758328
2026-07-17 11:35:15,498 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 11:35:15,522 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=116 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-17 11:35:15,578 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8943 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:36:24,625 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8943 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:36:24,633 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=94223 out=3939 total=98162 latency=69.1s cache=32468/94223 (34%)
2026-07-17 11:36:24,642 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool memory returned error (0.00s): {"success": false, "error": "After applying all 1 operations, memory would be at 1,509/1,375 chars -- over the limit. Remove or shorten more entries in the same batch (see current_entries below), then
2026-07-17 11:36:25,676 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_manage completed (0.03s, 198 chars)
2026-07-17 11:36:25,711 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8944 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:36:54,213 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (194 chars)
2026-07-17 11:36:54,228 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tạm thời tôi vào được   https://vmi3427693.tail8c1aaf.ts.net/ và  https://vmi342' reply_to_id=18 reply_to_text=''
2026-07-17 11:36:54,369 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 11:36:54,461 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=256 msg='[NN Vo] tạm thời tôi vào được   https://vmi3427693.tail8c1aaf.ts.net/ và  https:...'
2026-07-17 11:36:54,536 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8945 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:36:59,855 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8945 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:36:59,856 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #113: model=default provider=custom in=81830 out=2435 total=84265 latency=5.3s
2026-07-17 11:37:00,118 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.23s, 177 chars)
2026-07-17 11:37:00,183 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8947 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:37:02,117 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8944 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:37:02,119 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=95235 out=347 total=95582 latency=36.4s cache=89283/95235 (94%)
2026-07-17 11:37:02,142 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.02s): {"success": false, "error": "Refusing background curator patch for skill 'notebook-master-sync': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.m
2026-07-17 11:37:03,155 INFO [20260712_081412_654c5f58] agent.tool_executor: tool memory completed (0.01s, 209 chars)
2026-07-17 11:37:03,199 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8948 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:37:26,542 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8948 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:37:26,546 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #3: model=default provider=custom in=103895 out=68 total=103963 latency=23.4s cache=32768/103895 (32%)
2026-07-17 11:37:26,748 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_view completed (0.20s, 9522 chars)
2026-07-17 11:37:26,787 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8949 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:37:33,227 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8949 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:37:33,230 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #4: model=default provider=custom in=106587 out=474 total=107061 latency=6.5s cache=101888/106587 (96%)
2026-07-17 11:37:33,264 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_manage completed (0.03s, 373 chars)
2026-07-17 11:37:33,313 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8950 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:37:33,776 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8947 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:37:33,777 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #114: model=default provider=custom in=82727 out=239 total=82966 latency=33.6s cache=76629/82727 (93%)
2026-07-17 11:37:33,800 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=113 last_msg_role=assistant response_len=747 session=20260710_094439_1cb443b1
2026-07-17 11:37:33,819 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=39.6s api_calls=2 response=747 chars
2026-07-17 11:37:33,857 INFO gateway.platforms.base: [Telegram] Sending response (747 chars) to -1003707758328
2026-07-17 11:37:37,540 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8950 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:37:37,541 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #5: model=default provider=custom in=107021 out=149 total=107170 latency=4.3s cache=104576/107021 (98%)
2026-07-17 11:37:37,601 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skills_list completed (0.05s, 2906 chars)
2026-07-17 11:37:37,639 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8951 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:37:40,697 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8951 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:37:40,699 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #6: model=default provider=custom in=107886 out=105 total=107991 latency=3.1s cache=104960/107886 (97%)
2026-07-17 11:37:40,876 INFO agent.tool_executor: tool skill_view completed (0.17s, 1987 chars)
2026-07-17 11:37:40,877 WARNING tools.skills_tool: Skill name collision for 'research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-17 11:37:40,877 INFO agent.tool_executor: tool skill_view failed (0.17s): {"success": false, "error": "Ambiguous skill name 'research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.",
2026-07-17 11:37:40,878 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.17s): {"success": false, "error": "Ambiguous skill name 'research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.",
2026-07-17 11:37:40,922 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8952 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:37:54,373 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8952 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:37:54,374 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #7: model=default provider=custom in=108589 out=151 total=108740 latency=13.5s cache=105856/108589 (97%)
2026-07-17 11:37:54,501 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.12s): {"success": false, "error": "Skill 'skills/research/research-pipeline' not found.", "available_skills": ["computer-use", "deploy-internal-dashboard", "dogfood", "notebook-master-sync", "onboarding", "
2026-07-17 11:37:54,543 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8953 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:37:56,998 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8953 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:37:56,999 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #8: model=default provider=custom in=108810 out=45 total=108855 latency=2.5s cache=106496/108810 (98%)
2026-07-17 11:37:57,063 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skills_list completed (0.06s, 137 chars)
2026-07-17 11:37:57,103 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8954 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:38:00,668 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8954 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:38:00,670 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #9: model=default provider=custom in=108907 out=166 total=109073 latency=3.6s cache=106752/108907 (98%)
2026-07-17 11:38:00,675 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool read_file returned error (0.00s): {"error": "Background review denied non-whitelisted tool: read_file. Only memory/skill tools are allowed."}
2026-07-17 11:38:00,718 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8955 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:38:03,667 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8955 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:38:03,670 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #10: model=default provider=custom in=109026 out=72 total=109098 latency=3.0s cache=106880/109026 (98%)
2026-07-17 11:38:03,836 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_view completed (0.16s, 8436 chars)
2026-07-17 11:38:03,885 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8956 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:38:17,265 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8956 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:38:17,267 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #11: model=default provider=custom in=111473 out=1001 total=112474 latency=13.4s cache=107008/111473 (96%)
2026-07-17 11:38:17,374 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_view completed (0.10s, 1987 chars)
2026-07-17 11:38:17,430 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8957 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:38:32,105 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8957 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:38:32,107 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #12: model=default provider=custom in=112020 out=736 total=112756 latency=14.7s cache=109440/112020 (98%)
2026-07-17 11:38:32,118 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=12/16 budget=12/16 tool_turns=61 last_msg_role=assistant response_len=1809 session=20260712_081412_654c5f58
2026-07-17 11:38:32,128 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:38:53,710 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 11:40:23,951 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (9 chars)
2026-07-17 11:40:24,010 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='được chưa' reply_to_id=12 reply_to_text=''
2026-07-17 11:40:24,246 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 11:40:24,336 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=116 msg='[NN Vo] được chưa'
2026-07-17 11:40:24,403 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8958 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:40:40,401 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8958 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:40:40,403 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #118: model=default provider=custom in=101071 out=505 total=101576 latency=16.0s cache=32768/101071 (32%)
2026-07-17 11:40:40,463 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.04s, 45 chars)
2026-07-17 11:40:40,510 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8960 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:40:52,336 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8960 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:40:52,339 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #119: model=default provider=custom in=101290 out=916 total=102206 latency=11.9s cache=98944/101290 (98%)
2026-07-17 11:40:52,475 INFO [20260712_081412_654c5f58] agent.tool_executor: tool execute_code completed (0.11s, 1441 chars)
2026-07-17 11:40:52,522 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8964 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:41:07,383 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8964 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:41:07,384 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #120: model=default provider=custom in=102701 out=1144 total=103845 latency=14.9s cache=99200/102701 (97%)
2026-07-17 11:41:07,521 INFO [20260712_081412_654c5f58] agent.tool_executor: tool execute_code completed (0.11s, 1066 chars)
2026-07-17 11:41:07,567 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8968 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:41:17,291 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8968 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:41:17,292 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #121: model=default provider=custom in=103977 out=666 total=104643 latency=9.7s cache=100608/103977 (97%)
2026-07-17 11:41:17,362 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.04s, 345 chars)
2026-07-17 11:41:17,434 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8970 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:41:25,166 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8970 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:41:25,168 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #122: model=default provider=custom in=104792 out=628 total=105420 latency=7.8s cache=102528/104792 (98%)
2026-07-17 11:41:25,211 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=5/60 budget=3/60 tool_turns=54 last_msg_role=assistant response_len=1460 session=20260712_081412_654c5f58
2026-07-17 11:41:25,282 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=61.3s api_calls=5 response=1460 chars
2026-07-17 11:41:25,291 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:41:25,331 INFO gateway.platforms.base: [Telegram] Sending response (1460 chars) to -1003707758328
2026-07-17 11:41:25,394 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 11:41:25,430 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=126 msg='Review the conversation above and consider saving to memory if appropriate.  Foc...'
2026-07-17 11:41:25,476 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8971 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:41:29,117 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8971 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:41:29,118 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=105245 out=87 total=105332 latency=3.7s cache=98304/105245 (93%)
2026-07-17 11:41:29,127 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/16 budget=1/16 tool_turns=54 last_msg_role=assistant response_len=16 session=20260712_081412_654c5f58
2026-07-17 11:41:29,131 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:41:33,017 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (263 chars)
2026-07-17 11:41:33,028 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='ok thành công. bây  giờ liệt kê tất cả folder name “research” cho tôi và tất cả ' reply_to_id=18 reply_to_text=''
2026-07-17 11:41:33,179 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 11:41:33,259 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=260 msg='[NN Vo] ok thành công. bây  giờ liệt kê tất cả folder name “research” cho tôi và...'
2026-07-17 11:41:33,329 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8972 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:41:38,389 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8972 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:41:38,390 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #115: model=default provider=custom in=89434 out=322 total=89756 latency=5.1s cache=86016/89434 (96%)
2026-07-17 11:41:40,017 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (1.60s, 50675 chars)
2026-07-17 11:41:40,097 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8974 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:41:55,838 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8974 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:41:55,840 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #116: model=default provider=custom in=105432 out=1138 total=106570 latency=15.8s cache=87424/105432 (83%)
2026-07-17 11:41:55,914 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=114 last_msg_role=assistant response_len=1918 session=20260710_094439_1cb443b1
2026-07-17 11:41:55,950 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=22.9s api_calls=2 response=1918 chars
2026-07-17 11:41:55,988 INFO gateway.platforms.base: [Telegram] Sending response (1918 chars) to -1003707758328
2026-07-17 11:50:33,156 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (491 chars)
2026-07-17 11:50:33,179 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='đúng, nhưng thiếu - https://vmi3427693.tail8c1aaf.ts.net/files/opt/ai-os/product' reply_to_id=18 reply_to_text=''
2026-07-17 11:50:33,411 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 11:50:33,520 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=264 msg='[NN Vo] đúng, nhưng thiếu - https://vmi3427693.tail8c1aaf.ts.net/files/opt/ai-os...'
2026-07-17 11:50:33,613 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8975 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:50:39,122 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8975 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:50:39,124 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #117: model=default provider=custom in=106314 out=455 total=106769 latency=5.5s cache=103424/106314 (97%)
2026-07-17 11:50:39,187 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.04s, 194 chars)
2026-07-17 11:50:40,235 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.04s, 202 chars)
2026-07-17 11:50:41,279 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.04s, 1428 chars)
2026-07-17 11:50:41,346 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8979 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:50:51,038 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8979 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:50:51,039 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #118: model=default provider=custom in=102408 out=970 total=103378 latency=9.7s
2026-07-17 11:50:51,198 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.12s, 1748 chars)
2026-07-17 11:50:51,256 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8981 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:50:55,353 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8981 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:50:55,353 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #119: model=default provider=custom in=104143 out=408 total=104551 latency=4.1s cache=97053/104143 (93%)
2026-07-17 11:50:55,378 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=3/60 tool_turns=116 last_msg_role=assistant response_len=1200 session=20260710_094439_1cb443b1
2026-07-17 11:50:55,403 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=22.2s api_calls=3 response=1200 chars
2026-07-17 11:50:55,443 INFO gateway.platforms.base: [Telegram] Sending response (1200 chars) to -1003707758328
2026-07-17 11:51:42,366 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (114 chars)
2026-07-17 11:51:42,388 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='ok nhưng tôi thấy có vấn đề là khi yêu cầu bạn tóm tắt, có xu hướng sources càng' reply_to_id=12 reply_to_text=''
2026-07-17 11:51:42,545 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 11:51:42,630 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=126 msg='[NN Vo] ok nhưng tôi thấy có vấn đề là khi yêu cầu bạn tóm tắt, có xu hướng sour...'
2026-07-17 11:51:42,701 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8982 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:51:49,508 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8982 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:51:49,510 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #123: model=default provider=custom in=96769 out=790 total=97559 latency=6.8s cache=32488/96769 (34%)
2026-07-17 11:51:49,693 INFO [20260712_081412_654c5f58] agent.tool_executor: tool execute_code completed (0.16s, 170 chars)
2026-07-17 11:51:49,746 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8986 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:51:52,245 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8986 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:51:52,247 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #124: model=default provider=custom in=97376 out=361 total=97737 latency=2.5s
2026-07-17 11:51:52,274 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=1/60 tool_turns=55 last_msg_role=assistant response_len=1233 session=20260712_081412_654c5f58
2026-07-17 11:51:52,301 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=9.9s api_calls=2 response=1233 chars
2026-07-17 11:51:52,357 INFO gateway.platforms.base: [Telegram] Sending response (1233 chars) to -1003707758328
2026-07-17 11:52:57,210 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (272 chars)
2026-07-17 11:52:57,233 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='ủa sao lại để ở https://vmi3427693.tail8c1aaf.ts.net/files/content/research/  tô' reply_to_id=18 reply_to_text=''
2026-07-17 11:52:57,457 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 11:52:57,579 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=272 msg='[NN Vo] ủa sao lại để ở https://vmi3427693.tail8c1aaf.ts.net/files/content/resea...'
2026-07-17 11:52:57,674 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8987 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:53:35,997 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8987 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:53:35,999 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #120: model=default provider=custom in=104186 out=547 total=104733 latency=38.3s
2026-07-17 11:53:36,067 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.05s, 960 chars)
2026-07-17 11:53:36,135 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8989 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:53:37,758 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8989 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:53:37,759 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #121: model=default provider=custom in=104780 out=46 total=104826 latency=1.6s cache=97055/104780 (93%)
2026-07-17 11:53:37,825 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.04s, 205 chars)
2026-07-17 11:53:37,893 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8991 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:53:39,583 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8991 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:53:39,584 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #122: model=default provider=custom in=104937 out=51 total=104988 latency=1.7s cache=97051/104937 (92%)
2026-07-17 11:53:39,617 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (28 chars)
2026-07-17 11:53:39,627 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='test thử với 5 nguồn đầu xem' reply_to_id=12 reply_to_text=''
2026-07-17 11:53:39,632 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.03s, 193 chars)
2026-07-17 11:53:39,688 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8993 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:53:39,971 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 11:53:40,051 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=130 msg='[NN Vo] test thử với 5 nguồn đầu xem'
2026-07-17 11:53:40,126 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8994 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:53:42,523 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8993 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:53:42,523 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #123: model=default provider=custom in=105096 out=478 total=105574 latency=2.9s cache=97048/105096 (92%)
2026-07-17 11:53:42,715 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.14s, 50674 chars)
2026-07-17 11:53:42,803 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8996 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:53:42,962 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8994 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:53:42,963 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #125: model=default provider=custom in=97562 out=722 total=98284 latency=2.9s
2026-07-17 11:53:48,180 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (5.20s, 663 chars)
2026-07-17 11:53:48,233 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-8998 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:54:54,909 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8998 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:54:54,909 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #126: model=default provider=custom in=97830 out=809 total=98639 latency=66.7s cache=93393/97830 (95%)
2026-07-17 11:55:02,123 INFO [20260712_081412_654c5f58] agent.tool_executor: tool execute_code completed (7.18s, 510 chars)
2026-07-17 11:55:02,343 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9002 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:55:09,686 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-8996 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:55:09,692 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #124: model=default provider=custom in=120625 out=509 total=121134 latency=86.9s
2026-07-17 11:55:09,719 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=5/60 budget=5/60 tool_turns=120 last_msg_role=assistant response_len=1613 session=20260710_094439_1cb443b1
2026-07-17 11:55:09,777 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=132.5s api_calls=5 response=1613 chars
2026-07-17 11:55:09,811 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:55:09,851 INFO gateway.platforms.base: [Telegram] Sending response (1613 chars) to -1003707758328
2026-07-17 11:55:09,938 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 11:55:09,966 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=282 msg='Review the conversation above and consider saving to memory if appropriate.  Foc...'
2026-07-17 11:55:10,037 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9003 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:55:21,776 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9002 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:55:21,777 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #127: model=default provider=custom in=98875 out=872 total=99747 latency=19.6s cache=93396/98875 (94%)
2026-07-17 11:55:21,905 INFO [20260712_081412_654c5f58] agent.tool_executor: tool execute_code completed (0.11s, 3181 chars)
2026-07-17 11:55:21,960 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9007 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:55:54,843 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9003 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:55:54,846 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1: model=default provider=custom in=121046 out=3453 total=124499 latency=44.8s
2026-07-17 11:55:54,921 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool memory completed (0.02s, 211 chars)
2026-07-17 11:55:54,998 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9008 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:56:01,036 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9007 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:56:01,038 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #128: model=default provider=custom in=100837 out=498 total=101335 latency=39.1s
2026-07-17 11:56:01,251 INFO [20260712_081412_654c5f58] agent.tool_executor: tool execute_code completed (0.17s, 3289 chars)
2026-07-17 11:56:01,454 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9012 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:56:13,134 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9008 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:56:13,135 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #2: model=default provider=custom in=121460 out=4 total=121464 latency=18.2s
2026-07-17 11:56:13,143 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/16 budget=2/16 tool_turns=121 last_msg_role=assistant response_len=16 session=20260710_094439_1cb443b1
2026-07-17 11:56:13,149 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:56:22,891 INFO gateway.run: Invalidated run generation for agent:main:telegram:group:-1003707758328:12 → 105 (stop_command)
2026-07-17 11:56:22,899 INFO run_agent: OpenAI client closed (cache_evict, shared=True, tcp_force_closed=0) thread=agent-evict-agent:main:telegram:grou:135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:56:22,900 INFO gateway.run: STOP for session agent:main:telegram:group:-1003707758328:12 — agent interrupted, session lock released
2026-07-17 11:56:22,904 INFO gateway.platforms.base: [Telegram] Sending command '/stop' response (41 chars) to -1003707758328
2026-07-17 11:56:23,045 INFO [20260712_081412_654c5f58] run_agent: OpenAI client aborted (stream_interrupt_abort, shared=False, tcp_force_closed=0, deferred_close=stranger_thread) thread=hermes-gateway_1:135523347699392 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:56:23,055 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=interrupted_during_api_call model=default api_calls=5/60 budget=2/60 tool_turns=59 last_msg_role=assistant response_len=66 session=20260712_081412_654c5f58
2026-07-17 11:56:23,068 INFO gateway.run: Discarding stale agent result for agent:main:telegram:group:-1003707758328:12 — generation 104 is no longer current
2026-07-17 11:56:36,065 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9012 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:56:43,550 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (83 chars)
2026-07-17 11:56:43,566 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tôi cần bạn test update trong file master_tourism_vn.md ko phải update qua teleg' reply_to_id=12 reply_to_text=''
2026-07-17 11:56:43,726 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 11:56:43,878 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_2:135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:56:43,982 INFO [20260710_094439_1cb443b1] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 11:56:44,013 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=140 msg='[NN Vo] tôi cần bạn test update trong file master_tourism_vn.md ko phải update q...'
2026-07-17 11:56:44,085 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9013 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:57:23,942 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9013 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:57:23,943 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=112429 out=2025 total=114454 latency=39.9s cache=102784/112429 (91%)
2026-07-17 11:58:33,728 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (189 chars)
2026-07-17 11:58:33,745 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='Tốt, tiếp tục search các folder file name related to brand monitoring (vốn trước' reply_to_id=18 reply_to_text=''
2026-07-17 11:58:33,875 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 11:58:33,961 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=282 msg='[NN Vo] Tốt, tiếp tục search các folder file name related to brand monitoring (v...'
2026-07-17 11:58:34,053 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9017 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:58:39,454 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9017 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:58:39,455 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #125: model=default provider=custom in=132212 out=317 total=132529 latency=5.4s cache=104192/132212 (79%)
2026-07-17 11:58:39,647 INFO agent.tool_executor: tool search_files completed (0.17s, 695 chars)
2026-07-17 11:58:39,715 INFO agent.tool_executor: tool search_files completed (0.24s, 18 chars)
2026-07-17 11:58:39,753 INFO agent.tool_executor: tool search_files completed (0.28s, 18 chars)
2026-07-17 11:58:39,789 INFO [20260710_094439_1cb443b1] agent.conversation_compression: context compression started: session=20260710_094439_1cb443b1 messages=287 tokens=~132,212 model=default focus=None
2026-07-17 11:58:39,841 INFO [20260710_094439_1cb443b1] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-17 11:58:59,701 INFO [20260712_081412_654c5f58] agent.tool_executor: tool execute_code completed (95.74s, 724 chars)
2026-07-17 11:58:59,752 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9026 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:59:06,706 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9026 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:59:06,707 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=114289 out=381 total=114670 latency=7.0s cache=110336/114289 (97%)
2026-07-17 11:59:08,455 INFO [20260712_081412_654c5f58] agent.tool_executor: tool execute_code completed (1.72s, 457 chars)
2026-07-17 11:59:08,526 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9030 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:59:15,523 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9030 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:59:15,525 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #3: model=default provider=custom in=114785 out=736 total=115521 latency=7.0s cache=112256/114785 (98%)
2026-07-17 11:59:31,203 INFO [20260712_081412_654c5f58] agent.tool_executor: tool execute_code completed (15.61s, 143 chars)
2026-07-17 11:59:31,266 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9034 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:59:38,825 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9034 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 11:59:38,828 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #4: model=default provider=custom in=115505 out=761 total=116266 latency=7.6s cache=112768/115505 (98%)
2026-07-17 12:00:17,427 INFO [20260712_081412_654c5f58] agent.tool_executor: tool execute_code completed (38.56s, 139 chars)
2026-07-17 12:00:17,491 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9038 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:00:18,955 INFO cron.scheduler: Job 'c9aa1946bd2a' (no_agent): empty stdout — silent run
2026-07-17 12:00:18,975 INFO cron.scheduler: Job 'c9aa1946bd2a': agent returned [SILENT] — skipping delivery
2026-07-17 12:00:27,473 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9038 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:00:27,473 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #5: model=default provider=custom in=116164 out=792 total=116956 latency=10.0s cache=113408/116164 (98%)
2026-07-17 12:00:46,881 INFO [20260712_081412_654c5f58] agent.tool_executor: tool execute_code completed (19.38s, 5193 chars)
2026-07-17 12:00:46,976 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9042 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:00:59,297 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9042 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:00:59,299 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #6: model=default provider=custom in=118466 out=1526 total=119992 latency=12.4s cache=114048/118466 (96%)
2026-07-17 12:01:08,804 INFO [20260712_081412_654c5f58] agent.tool_executor: tool execute_code completed (9.43s, 756 chars)
2026-07-17 12:01:08,895 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9046 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:01:21,605 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9046 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:01:21,606 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #7: model=default provider=custom in=120245 out=1322 total=121567 latency=12.8s cache=116352/120245 (97%)
2026-07-17 12:02:10,460 INFO [20260712_081412_654c5f58] agent.tool_executor: tool execute_code completed (48.77s, 744 chars)
2026-07-17 12:02:10,560 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9050 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:02:15,110 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9050 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:02:15,112 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #8: model=default provider=custom in=121816 out=225 total=122041 latency=4.6s cache=118144/121816 (97%)
2026-07-17 12:02:15,380 INFO [20260712_081412_654c5f58] agent.tool_executor: tool execute_code completed (0.23s, 799 chars)
2026-07-17 12:02:15,449 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9054 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:02:25,219 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9054 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:02:25,221 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #9: model=default provider=custom in=122411 out=1350 total=123761 latency=9.8s cache=119936/122411 (98%)
2026-07-17 12:02:44,020 INFO gateway.run: Invalidated run generation for agent:main:telegram:group:-1003707758328:12 → 107 (stop_command)
2026-07-17 12:02:44,029 INFO run_agent: OpenAI client closed (cache_evict, shared=True, tcp_force_closed=0) thread=agent-evict-agent:main:telegram:grou:135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:02:44,029 INFO gateway.run: STOP for session agent:main:telegram:group:-1003707758328:12 — agent interrupted, session lock released
2026-07-17 12:02:44,033 INFO gateway.platforms.base: [Telegram] Sending command '/stop' response (41 chars) to -1003707758328
2026-07-17 12:02:44,138 INFO [20260712_081412_654c5f58] agent.tool_executor: tool execute_code completed (18.89s, 139 chars)
2026-07-17 12:02:44,157 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=interrupted_by_user model=default api_calls=9/60 budget=0/60 tool_turns=68 last_msg_role=assistant response_len=0 session=20260712_081412_654c5f58
2026-07-17 12:02:44,169 INFO gateway.run: Discarding stale agent result for agent:main:telegram:group:-1003707758328:12 — generation 106 is no longer current
2026-07-17 12:02:59,980 INFO [20260710_094439_1cb443b1] agent.conversation_compression: context compression done: session=20260710_094439_1cb443b1 messages=287->74 rough_tokens=~76,564 awaiting_real_usage=true
2026-07-17 12:03:00,022 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9058 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:03:03,597 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9058 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:03:03,597 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #126: model=default provider=custom in=80856 out=813 total=81669 latency=3.6s cache=28429/80856 (35%)
2026-07-17 12:03:03,624 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=28 last_msg_role=assistant response_len=1274 session=20260710_094439_1cb443b1
2026-07-17 12:03:03,682 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=269.9s api_calls=2 response=1274 chars
2026-07-17 12:03:03,751 INFO gateway.platforms.base: [Telegram] Sending response (1274 chars) to -1003707758328
2026-07-17 12:03:04,430 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (78 chars)
2026-07-17 12:03:04,443 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='bạn phải dùng provider 9router default chứ, sao tự ý đổi model nhỉ tôi ko hiểu' reply_to_id=12 reply_to_text=''
2026-07-17 12:03:04,601 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 12:03:04,806 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_0:135524911138496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:03:04,911 INFO [20260710_094439_1cb443b1] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 12:03:04,953 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=160 msg='[NN Vo] bạn phải dùng provider 9router default chứ, sao tự ý đổi model nhỉ tôi k...'
2026-07-17 12:03:05,038 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9059 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:03:10,085 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9059 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:03:10,086 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=114214 out=1573 total=115787 latency=5.1s cache=93438/114214 (82%)
2026-07-17 12:03:42,599 INFO gateway.platforms.base: [Telegram] Sending response (23 chars) to -1003707758328
2026-07-17 12:04:13,510 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (77 chars)
2026-07-17 12:04:13,528 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='khoan nhi-nhi- vietveda là project độc lập repo ko liên quan những action này' reply_to_id=18 reply_to_text=''
2026-07-17 12:04:13,691 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 12:04:13,805 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=75 msg='[NN Vo] khoan nhi-nhi- vietveda là project độc lập repo ko liên quan những actio...'
2026-07-17 12:04:13,878 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9063 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:04:50,356 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9063 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:04:50,358 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #127: model=default provider=custom in=80725 out=435 total=81160 latency=36.5s
2026-07-17 12:04:51,799 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool search_files completed (1.42s, 2069 chars)
2026-07-17 12:04:51,846 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9066 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:04:54,465 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9066 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:04:54,466 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #128: model=default provider=custom in=81542 out=556 total=82098 latency=2.6s
2026-07-17 12:04:54,550 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.06s, 398 chars)
2026-07-17 12:04:54,594 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9068 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:04:55,925 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9068 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:04:55,925 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #129: model=default provider=custom in=82317 out=264 total=82581 latency=1.4s cache=77163/82317 (94%)
2026-07-17 12:04:55,953 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=3/60 tool_turns=30 last_msg_role=assistant response_len=825 session=20260710_094439_1cb443b1
2026-07-17 12:04:56,016 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=42.5s api_calls=3 response=825 chars
2026-07-17 12:04:56,042 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:04:56,078 INFO gateway.platforms.base: [Telegram] Sending response (825 chars) to -1003707758328
2026-07-17 12:04:56,156 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 12:04:56,181 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=81 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-17 12:04:56,219 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9069 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:04:58,831 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9069 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:04:58,832 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1: model=default provider=custom in=83723 out=304 total=84027 latency=2.6s
2026-07-17 12:04:58,918 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skills_list completed (0.08s, 21618 chars)
2026-07-17 12:04:58,962 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9070 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:07:08,551 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9070 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:07:08,552 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #2: model=default provider=custom in=89244 out=21 total=89265 latency=129.6s
2026-07-17 12:07:08,740 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.11s, 22683 chars)
2026-07-17 12:07:08,776 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9071 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:07:26,182 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9071 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:07:26,186 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #3: model=default provider=custom in=95611 out=34 total=95645 latency=17.4s cache=85370/95611 (89%)
2026-07-17 12:07:26,322 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.13s, 19117 chars)
2026-07-17 12:07:26,372 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9072 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:07:27,467 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9072 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:07:27,468 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #4: model=default provider=custom in=101662 out=36 total=101698 latency=1.1s cache=93537/101662 (92%)
2026-07-17 12:07:27,565 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.09s, 2756 chars)
2026-07-17 12:07:27,604 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9073 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:08:04,216 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9073 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:08:04,218 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #5: model=default provider=custom in=102554 out=208 total=102762 latency=36.6s
2026-07-17 12:08:04,271 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.04s, 413 chars)
2026-07-17 12:08:04,311 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9074 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:08:10,203 WARNING [20260712_081412_654c5f58] tools.code_execution_tool: execute_code timed out after 300.04s (limit 300s) with 0 tool calls
2026-07-17 12:08:10,207 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool execute_code returned error (300.09s): {"status": "timeout", "output": "⏰ Script timed out after 300s and was killed.", "tool_calls_made": 0, "duration_seconds": 300.04, "error": "Script timed out after 300s and was killed."}
2026-07-17 12:08:10,275 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9075 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:08:26,941 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9074 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:08:26,943 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #6: model=default provider=custom in=102885 out=534 total=103419 latency=22.7s cache=97537/102885 (95%)
2026-07-17 12:08:26,969 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.02s, 537 chars)
2026-07-17 12:08:27,015 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9076 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:08:45,097 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9075 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:08:45,098 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=115863 out=1135 total=116998 latency=34.8s
2026-07-17 12:09:00,904 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9076 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:09:00,905 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #7: model=default provider=custom in=103553 out=816 total=104369 latency=33.9s cache=97600/103553 (94%)
2026-07-17 12:09:00,941 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.03s, 569 chars)
2026-07-17 12:09:00,989 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9080 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:09:17,805 INFO gateway.run: Invalidated run generation for agent:main:telegram:group:-1003707758328:12 → 109 (stop_command)
2026-07-17 12:09:17,818 INFO run_agent: OpenAI client closed (cache_evict, shared=True, tcp_force_closed=0) thread=agent-evict-agent:main:telegram:grou:135522218272448 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:09:17,818 INFO gateway.run: STOP for session agent:main:telegram:group:-1003707758328:12 — agent interrupted, session lock released
2026-07-17 12:09:17,825 INFO gateway.platforms.base: [Telegram] Sending command '/stop' response (41 chars) to -1003707758328
2026-07-17 12:09:17,861 INFO [20260712_081412_654c5f58] agent.tool_executor: tool execute_code completed (32.74s, 139 chars)
2026-07-17 12:09:17,885 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=interrupted_by_user model=default api_calls=2/60 budget=0/60 tool_turns=70 last_msg_role=assistant response_len=0 session=20260712_081412_654c5f58
2026-07-17 12:09:17,895 INFO gateway.run: Discarding stale agent result for agent:main:telegram:group:-1003707758328:12 — generation 108 is no longer current
2026-07-17 12:09:39,498 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9080 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:09:39,499 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #8: model=default provider=custom in=113701 out=1463 total=115164 latency=38.5s cache=4736/113701 (4%)
2026-07-17 12:09:39,565 WARNING [20260710_094439_1cb443b1] tools.skills_tool: Skill name collision for 'public-data-brand-monitoring': 2 candidates — /root/.hermes/skills/research/public-data-brand-monitoring/SKILL.md; /opt/ai-os/products/ceo/skills/research/public-data-brand-monitoring/SKILL.md
2026-07-17 12:09:39,566 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_view returned error (0.06s): {"success": false, "error": "Ambiguous skill name 'public-data-brand-monitoring': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categori
2026-07-17 12:09:39,601 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9081 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:09:53,163 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9081 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:09:53,165 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #9: model=default provider=custom in=113896 out=50 total=113946 latency=13.6s cache=111616/113896 (98%)
2026-07-17 12:09:53,234 WARNING [20260710_094439_1cb443b1] tools.skills_tool: Skill name collision for 'research/public-data-brand-monitoring': 2 candidates — /root/.hermes/skills/research/public-data-brand-monitoring/SKILL.md; /opt/ai-os/products/ceo/skills/research/public-data-brand-monitoring/SKILL.md
2026-07-17 12:09:53,234 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_view returned error (0.07s): {"success": false, "error": "Ambiguous skill name 'research/public-data-brand-monitoring': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its
2026-07-17 12:09:53,272 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9082 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:09:56,747 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9082 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:09:56,747 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #10: model=default provider=custom in=114093 out=208 total=114301 latency=3.5s cache=111872/114093 (98%)
2026-07-17 12:09:56,754 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool read_file returned error (0.00s): {"error": "Background review denied non-whitelisted tool: read_file. Only memory/skill tools are allowed."}
2026-07-17 12:09:56,756 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool read_file returned error (0.00s): {"error": "Background review denied non-whitelisted tool: read_file. Only memory/skill tools are allowed."}
2026-07-17 12:09:56,794 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9083 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:10:07,146 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9083 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:10:07,148 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #11: model=default provider=custom in=114310 out=859 total=115169 latency=10.4s cache=112000/114310 (98%)
2026-07-17 12:10:07,279 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_view completed (0.13s, 4810 chars)
2026-07-17 12:10:07,328 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9084 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:10:29,095 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (276 chars)
2026-07-17 12:10:29,113 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='Bạn có cách nào, access chính notebooklm cli để tạo câu lệnh cho notebooklm tóm ' reply_to_id=12 reply_to_text=''
2026-07-17 12:10:29,281 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 12:10:29,444 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_2:135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:10:29,557 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 12:10:29,596 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=166 msg='[NN Vo] Bạn có cách nào, access chính notebooklm cli để tạo câu lệnh cho noteboo...'
2026-07-17 12:10:29,693 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9085 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:10:33,596 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9084 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:10:33,599 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #12: model=default provider=custom in=115978 out=2432 total=118410 latency=26.3s cache=112256/115978 (97%)
2026-07-17 12:10:33,646 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.04s, 388 chars)
2026-07-17 12:10:33,692 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9086 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:10:40,581 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9085 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:10:40,583 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=126847 out=385 total=127232 latency=10.9s cache=121728/126847 (96%)
2026-07-17 12:10:41,820 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (1.20s, 3240 chars)
2026-07-17 12:10:41,897 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9088 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:10:46,483 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9086 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:10:46,486 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #13: model=default provider=custom in=116614 out=956 total=117570 latency=12.8s cache=113920/116614 (98%)
2026-07-17 12:10:46,498 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=13/16 budget=13/16 tool_turns=42 last_msg_role=assistant response_len=1630 session=20260710_094439_1cb443b1
2026-07-17 12:10:46,512 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:10:46,881 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9088 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:10:46,882 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=129641 out=276 total=129917 latency=5.0s cache=124800/129641 (96%)
2026-07-17 12:10:47,927 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (1.00s, 1026 chars)
2026-07-17 12:10:47,959 INFO [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary auto-detect: using main provider custom (default)
2026-07-17 12:10:48,044 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1/ — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 12:10:48,046 INFO [20260712_081412_654c5f58] agent.conversation_compression: context compression started: session=20260712_081412_654c5f58 messages=171 tokens=~129,641 model=default focus=None
2026-07-17 12:10:48,091 INFO [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-17 12:15:04,699 INFO [20260712_081412_654c5f58] agent.conversation_compression: context compression done: session=20260712_081412_654c5f58 messages=171->94 rough_tokens=~84,473 awaiting_real_usage=true
2026-07-17 12:15:04,751 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9090 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:15:16,673 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9090 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:15:16,675 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #3: model=default provider=custom in=84528 out=246 total=84774 latency=12.0s cache=9984/84528 (12%)
2026-07-17 12:15:17,951 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (1.19s, 1436 chars)
2026-07-17 12:15:18,010 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9092 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:15:24,079 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9092 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:15:24,081 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #4: model=default provider=custom in=85050 out=635 total=85685 latency=6.1s cache=82688/85050 (97%)
2026-07-17 12:15:26,936 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool terminal returned error (2.80s): {"output": "Error: Google rejected the query (error code 16: UNAUTHENTICATED). This may \nindicate account-level restrictions on programmatic access. Try \nre-authenticating with 'nlm login' or using 
2026-07-17 12:15:26,977 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9094 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:15:31,558 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9094 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:15:31,558 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #5: model=default provider=custom in=85512 out=340 total=85852 latency=4.6s cache=82944/85512 (97%)
2026-07-17 12:15:33,360 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool terminal returned error (1.79s): {"output": "✗ Authentication Error\n  Authentication expired. Run 'nlm login' in your terminal to re-authenticate. \nMCP users: the server should auto-detect the new credentials; if not, call the \nre
2026-07-17 12:15:33,418 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9096 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:15:37,068 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9096 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:15:37,069 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #6: model=default provider=custom in=85944 out=203 total=86147 latency=3.7s cache=83840/85944 (98%)
2026-07-17 12:15:41,491 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (4.40s, 663 chars)
2026-07-17 12:15:41,537 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9098 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:15:45,745 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9098 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:15:45,746 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #7: model=default provider=custom in=86364 out=191 total=86555 latency=4.2s cache=84096/86364 (97%)
2026-07-17 12:15:47,361 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (1.59s, 1219 chars)
2026-07-17 12:15:47,408 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9100 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:15:52,229 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9100 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:15:52,230 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #8: model=default provider=custom in=87105 out=476 total=87581 latency=4.8s cache=84480/87105 (97%)
2026-07-17 12:16:49,577 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (57.32s, 24315 chars)
2026-07-17 12:16:49,649 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9102 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:17:24,846 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9102 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:17:24,847 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #9: model=default provider=custom in=98238 out=4335 total=102573 latency=35.2s cache=84992/98238 (87%)
2026-07-17 12:17:26,934 INFO [20260712_081412_654c5f58] hermes.lint.lsp: lsp[pyright] 1 diags (scripts/update_from_notebooklm.py)
2026-07-17 12:17:26,956 INFO [20260712_081412_654c5f58] agent.tool_executor: tool write_file completed (2.02s, 245 chars)
2026-07-17 12:17:27,033 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9110 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:17:37,683 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9110 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:17:37,685 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #10: model=default provider=custom in=102371 out=1224 total=103595 latency=10.7s cache=96128/102371 (94%)
2026-07-17 12:18:32,716 INFO [20260712_081412_654c5f58] agent.tool_executor: tool execute_code completed (54.98s, 1027 chars)
2026-07-17 12:18:33,643 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9114 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:18:37,719 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9114 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:18:37,720 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #11: model=default provider=custom in=104013 out=305 total=104318 latency=4.1s cache=100352/104013 (96%)
2026-07-17 12:18:37,776 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.02s, 149 chars)
2026-07-17 12:18:37,839 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9115 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:18:39,852 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9115 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:18:39,854 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #12: model=default provider=custom in=97273 out=82 total=97355 latency=2.0s
2026-07-17 12:18:39,905 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=12/60 budget=11/60 tool_turns=46 last_msg_role=assistant response_len=316 session=20260712_081412_654c5f58
2026-07-17 12:18:39,958 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=490.8s api_calls=12 response=316 chars
2026-07-17 12:18:40,009 INFO gateway.platforms.base: [Telegram] Sending response (316 chars) to -1003707758328
2026-07-17 12:20:59,144 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (333 chars)
2026-07-17 12:20:59,160 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='hãy xem kỹ hướng dẫn ở đây để xem có những use case nào có thể sử dụng trong quá' reply_to_id=12 reply_to_text=''
2026-07-17 12:20:59,400 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 12:20:59,488 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=113 msg='[NN Vo] hãy xem kỹ hướng dẫn ở đây để xem có những use case nào có thể sử dụng t...'
2026-07-17 12:20:59,550 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9116 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:21:01,685 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9116 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:21:01,686 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #13: model=default provider=custom in=95374 out=46 total=95420 latency=2.2s cache=73120/95374 (77%)
2026-07-17 12:21:01,719 INFO [20260712_081412_654c5f58] tools.web_tools: Extracting content from 1 URL(s)
2026-07-17 12:21:01,745 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool web_extract returned error (0.03s): {"success": false, "error": "DuckDuckGo (ddgs) is a search-only backend and cannot extract URL content. Set web.extract_backend to firecrawl, tavily, exa, or parallel."}
2026-07-17 12:21:01,803 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9117 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:21:02,816 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9117 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:21:02,817 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #14: model=default provider=custom in=95748 out=46 total=95794 latency=1.0s cache=89362/95748 (93%)
2026-07-17 12:21:02,862 INFO [20260712_081412_654c5f58] tools.browser_tool: Created local browser session h_9d3459a0f6 for task 20260712_081412_654c5f58
2026-07-17 12:21:11,893 INFO [20260712_081412_654c5f58] agent.tool_executor: tool browser_navigate completed (9.06s, 8714 chars)
2026-07-17 12:21:11,955 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9118 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:21:14,141 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9118 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:21:14,143 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #15: model=default provider=custom in=98650 out=279 total=98929 latency=2.2s cache=93438/98650 (95%)
2026-07-17 12:21:15,310 INFO [20260712_081412_654c5f58] agent.tool_executor: tool browser_click completed (1.15s, 37 chars)
2026-07-17 12:21:15,364 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9119 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:21:51,784 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9119 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:21:51,787 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #16: model=default provider=custom in=98408 out=14 total=98422 latency=36.4s
2026-07-17 12:21:53,439 INFO [20260712_081412_654c5f58] agent.tool_executor: tool browser_snapshot completed (1.63s, 8373 chars)
2026-07-17 12:21:53,503 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9120 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:21:55,188 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9120 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:21:55,189 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #17: model=default provider=custom in=100811 out=73 total=100884 latency=1.7s cache=93451/100811 (93%)
2026-07-17 12:21:56,231 INFO [20260712_081412_654c5f58] agent.tool_executor: tool browser_console completed (1.02s, 15251 chars)
2026-07-17 12:21:56,298 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9121 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:22:01,525 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9121 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:22:01,529 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #18: model=default provider=custom in=104860 out=1599 total=106459 latency=5.3s cache=97539/104860 (93%)
2026-07-17 12:22:01,771 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.18s, 2748 chars)
2026-07-17 12:22:01,830 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9126 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:22:05,258 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9126 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:22:05,259 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #19: model=default provider=custom in=107773 out=137 total=107910 latency=3.5s cache=101619/107773 (94%)
2026-07-17 12:22:05,278 INFO [20260712_081412_654c5f58] agent.tool_executor: tool process completed (0.00s, 1163 chars)
2026-07-17 12:22:05,325 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9127 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:22:07,362 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9127 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:22:07,362 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #20: model=default provider=custom in=108334 out=236 total=108570 latency=2.1s cache=101618/108334 (94%)
2026-07-17 12:22:08,794 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=8/60 budget=8/60 tool_turns=53 last_msg_role=assistant response_len=649 session=20260712_081412_654c5f58
2026-07-17 12:22:08,830 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=69.7s api_calls=8 response=649 chars
2026-07-17 12:22:08,885 INFO gateway.platforms.base: [Telegram] Sending response (649 chars) to -1003707758328
2026-07-17 12:22:08,889 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:22:08,983 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 12:22:09,012 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=129 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-17 12:22:09,069 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9128 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:22:34,156 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9128 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:22:34,157 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=138781 out=213 total=138994 latency=25.1s
2026-07-17 12:22:34,561 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_view completed (0.40s, 10412 chars)
2026-07-17 12:22:34,607 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9129 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:23:27,880 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9129 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:23:27,881 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=112477 out=1344 total=113821 latency=53.3s
2026-07-17 12:23:27,921 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_manage completed (0.03s, 540 chars)
2026-07-17 12:23:27,961 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9130 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:23:50,076 INFO gateway.run: Process proc_c2bcedebc06e finished — injecting agent notification for session agent:main:telegram:group:-1003707758328:12 chat=-1003707758328 thread=12
2026-07-17 12:23:50,090 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='[IMPORTANT: Background process proc_c2bcedebc06e completed normally (exit code 0' reply_to_id=None reply_to_text=''
2026-07-17 12:23:50,229 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 12:23:50,309 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=129 msg='[NN Vo] [IMPORTANT: Background process proc_c2bcedebc06e completed normally (exi...'
2026-07-17 12:23:50,373 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9131 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:23:56,437 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9131 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:23:56,438 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #21: model=default provider=custom in=109110 out=230 total=109340 latency=6.1s
2026-07-17 12:23:56,507 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.04s, 17777 chars)
2026-07-17 12:23:56,568 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9133 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:24:02,267 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9130 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:24:02,268 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #3: model=default provider=custom in=113972 out=397 total=114369 latency=34.3s cache=109770/113972 (96%)
2026-07-17 12:24:02,308 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_manage completed (0.03s, 534 chars)
2026-07-17 12:24:02,355 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9134 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:24:30,329 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9133 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:24:30,331 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #22: model=default provider=custom in=114206 out=2935 total=117141 latency=33.8s
2026-07-17 12:24:31,733 INFO [20260712_081412_654c5f58] agent.tool_executor: tool write_file completed (1.38s, 242 chars)
2026-07-17 12:24:31,813 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9142 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:24:36,906 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9134 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:24:36,908 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #4: model=default provider=custom in=114520 out=220 total=114740 latency=34.6s cache=109768/114520 (96%)
2026-07-17 12:24:36,918 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/16 budget=4/16 tool_turns=56 last_msg_role=assistant response_len=770 session=20260712_081412_654c5f58
2026-07-17 12:24:36,925 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:25:05,372 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9142 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:25:05,374 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #23: model=default provider=custom in=117235 out=174 total=117409 latency=33.6s cache=105727/117235 (90%)
2026-07-17 12:25:05,456 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.04s, 149 chars)
2026-07-17 12:25:05,535 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9143 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:25:41,026 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9143 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:25:41,031 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #24: model=default provider=custom in=128613 out=1396 total=130009 latency=35.5s cache=101888/128613 (79%)
2026-07-17 12:25:41,083 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/60 budget=4/60 tool_turns=56 last_msg_role=assistant response_len=3480 session=20260712_081412_654c5f58
2026-07-17 12:25:41,129 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=111.0s api_calls=4 response=3480 chars
2026-07-17 12:25:41,185 INFO gateway.platforms.base: [Telegram] Sending response (3480 chars) to -1003707758328
2026-07-17 12:25:56,160 INFO gateway.run: Process proc_1ecd4ad0ca33 finished — injecting agent notification for session agent:main:telegram:group:-1003707758328:12 chat=-1003707758328 thread=12
2026-07-17 12:25:56,183 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='[IMPORTANT: Background process proc_1ecd4ad0ca33 completed normally (exit code 0' reply_to_id=None reply_to_text=''
2026-07-17 12:25:56,390 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 12:25:56,493 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=137 msg='[NN Vo] [IMPORTANT: Background process proc_1ecd4ad0ca33 completed normally (exi...'
2026-07-17 12:25:56,593 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9144 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:26:10,896 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9144 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:26:10,919 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #25: model=default provider=custom in=129947 out=80 total=130027 latency=14.4s cache=126592/129947 (97%)
2026-07-17 12:26:11,133 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.13s, 2670 chars)
2026-07-17 12:26:11,142 INFO [20260712_081412_654c5f58] agent.conversation_compression: context compression started: session=20260712_081412_654c5f58 messages=140 tokens=~129,947 model=default focus=None
2026-07-17 12:26:11,180 INFO [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-17 12:26:45,864 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (2 chars)
2026-07-17 12:26:45,866 INFO gateway.run: Demoting busy_input_mode 'interrupt' to 'queue' for session agent:main:telegram:group:-1003707758328:12 because context compression is in flight (#56391)
2026-07-17 12:30:26,059 INFO [20260712_081412_654c5f58] agent.conversation_compression: context compression done: session=20260712_081412_654c5f58 messages=140->100 rough_tokens=~77,124 awaiting_real_usage=true
2026-07-17 12:30:26,126 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9149 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:30:53,918 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9149 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:30:53,921 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #26: model=default provider=custom in=82457 out=534 total=82991 latency=27.8s cache=32768/82457 (40%)
2026-07-17 12:30:55,944 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool terminal returned error (1.99s): {"output": "Traceback (most recent call last):\n  File \"<string>\", line 1, in <module>\n  File \"/usr/local/share/uv/python/cpython-3.11.15-linux-x86_64-gnu/lib/python3.11/json/__init__.py\", line 2
2026-07-17 12:30:55,990 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9151 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:30:59,170 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9151 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:30:59,171 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #27: model=default provider=custom in=83185 out=198 total=83383 latency=3.2s cache=80384/83185 (97%)
2026-07-17 12:31:01,011 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (1.79s, 287 chars)
2026-07-17 12:31:01,076 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9153 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:31:12,029 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9153 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:31:12,030 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #28: model=default provider=custom in=83460 out=165 total=83625 latency=11.0s cache=81152/83460 (97%)
2026-07-17 12:31:16,923 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (4.80s, 663 chars)
2026-07-17 12:31:16,967 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9155 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:31:21,613 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9155 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:31:21,615 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #29: model=default provider=custom in=83835 out=204 total=84039 latency=4.7s cache=81408/83835 (97%)
2026-07-17 12:31:24,048 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (2.41s, 42327 chars)
2026-07-17 12:31:24,117 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9157 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:31:52,936 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9157 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:31:52,953 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #30: model=default provider=custom in=102129 out=3428 total=105557 latency=28.9s cache=81792/102129 (80%)
2026-07-17 12:31:53,167 INFO [20260712_081412_654c5f58] agent.tool_executor: tool execute_code completed (0.12s, 11951 chars)
2026-07-17 12:31:53,218 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9161 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:32:26,881 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9161 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:32:26,883 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #31: model=default provider=custom in=109469 out=3172 total=112641 latency=33.7s cache=100096/109469 (91%)
2026-07-17 12:32:28,174 INFO [20260712_081412_654c5f58] agent.tool_executor: tool write_file completed (1.26s, 242 chars)
2026-07-17 12:32:28,223 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9169 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:32:37,512 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9169 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:32:37,515 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #32: model=default provider=custom in=111773 out=207 total=111980 latency=9.3s cache=107392/111773 (96%)
2026-07-17 12:32:37,563 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.02s, 149 chars)
2026-07-17 12:32:37,619 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9170 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:33:05,145 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9170 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:33:05,149 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #33: model=default provider=custom in=112007 out=2252 total=114259 latency=27.6s cache=109696/112007 (98%)
2026-07-17 12:33:05,208 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=9/60 budget=8/60 tool_turns=49 last_msg_role=assistant response_len=5218 session=20260712_081412_654c5f58
2026-07-17 12:33:05,252 INFO gateway.run: Queued follow-up for session agent:main:telegram:group:-1003707758328:12: final stream delivery not confirmed; sending first response before continuing.
2026-07-17 12:33:06,118 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=115 msg='[NN Vo] ok'
2026-07-17 12:33:06,212 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9171 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:33:14,636 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9171 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:33:14,637 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #34: model=default provider=custom in=113851 out=97 total=113948 latency=8.5s cache=109952/113851 (97%)
2026-07-17 12:33:14,661 INFO [20260712_081412_654c5f58] agent.tool_executor: tool process completed (0.00s, 227 chars)
2026-07-17 12:33:14,711 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9172 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:33:30,379 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9172 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:33:30,380 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #35: model=default provider=custom in=114014 out=1254 total=115268 latency=15.7s cache=111744/114014 (98%)
2026-07-17 12:33:30,479 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_manage completed (0.03s, 537 chars)
2026-07-17 12:33:30,549 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9173 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:33:34,528 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9173 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:33:34,530 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #36: model=default provider=custom in=115426 out=166 total=115592 latency=4.0s cache=112000/115426 (97%)
2026-07-17 12:33:34,552 INFO [20260712_081412_654c5f58] agent.tool_executor: tool process completed (0.00s, 227 chars)
2026-07-17 12:33:34,618 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9174 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:33:37,976 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9174 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:33:37,978 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #37: model=default provider=custom in=115649 out=67 total=115716 latency=3.4s cache=113408/115649 (98%)
2026-07-17 12:33:38,132 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.13s, 211 chars)
2026-07-17 12:33:38,194 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9179 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:33:43,256 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9179 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:33:43,257 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #38: model=default provider=custom in=115814 out=263 total=116077 latency=5.1s cache=113664/115814 (98%)
2026-07-17 12:33:43,282 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=5/60 budget=5/60 tool_turns=53 last_msg_role=assistant response_len=485 session=20260712_081412_654c5f58
2026-07-17 12:33:43,325 INFO gateway.run: Queued follow-up for session agent:main:telegram:group:-1003707758328:12: final stream delivery not confirmed; sending first response before continuing.
2026-07-17 12:33:44,033 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=125 msg='[NN Vo] vậy để thiết kế flow notebooklm sync bây giờ, tức là mỗi lần chạy comman...'
2026-07-17 12:33:44,089 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9180 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:33:58,827 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9180 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:33:58,828 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #39: model=default provider=custom in=116155 out=1180 total=117335 latency=14.8s cache=113792/116155 (98%)
2026-07-17 12:33:58,970 INFO [20260712_081412_654c5f58] agent.tool_executor: tool execute_code completed (0.11s, 1114 chars)
2026-07-17 12:33:59,039 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9184 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:34:10,281 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9184 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:34:10,285 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #40: model=default provider=custom in=117149 out=889 total=118038 latency=11.3s cache=114048/117149 (97%)
2026-07-17 12:34:10,417 INFO [20260712_081412_654c5f58] agent.tool_executor: tool execute_code completed (0.11s, 11570 chars)
2026-07-17 12:34:10,470 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9188 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:34:15,766 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9188 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:34:15,767 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #41: model=default provider=custom in=122045 out=308 total=122353 latency=5.3s cache=115072/122045 (94%)
2026-07-17 12:34:15,882 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.09s, 211 chars)
2026-07-17 12:34:15,937 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9193 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:34:18,289 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9193 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:34:18,290 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #42: model=default provider=custom in=118214 out=221 total=118435 latency=2.4s
2026-07-17 12:34:18,316 INFO [20260712_081412_654c5f58] agent.tool_executor: tool process completed (0.00s, 228 chars)
2026-07-17 12:34:18,363 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9194 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:34:19,942 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9194 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:34:19,943 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #43: model=default provider=custom in=118533 out=249 total=118782 latency=1.6s cache=113857/118533 (96%)
2026-07-17 12:34:19,998 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.04s, 140 chars)
2026-07-17 12:34:20,056 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9196 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:34:21,849 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9196 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:34:21,851 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #44: model=default provider=custom in=118854 out=246 total=119100 latency=1.8s cache=113850/118854 (96%)
2026-07-17 12:34:21,897 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.03s, 66 chars)
2026-07-17 12:34:21,962 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9198 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:34:23,377 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9198 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:34:23,377 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #45: model=default provider=custom in=119128 out=226 total=119354 latency=1.4s cache=113842/119128 (96%)
2026-07-17 12:35:23,405 INFO [20260712_081412_654c5f58] agent.tool_executor: tool process completed (60.00s, 200 chars)
2026-07-17 12:35:23,453 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9199 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:36:00,825 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9199 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:36:00,826 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #46: model=default provider=custom in=118113 out=60 total=118173 latency=37.4s
2026-07-17 12:36:00,882 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.04s, 285 chars)
2026-07-17 12:36:00,944 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9201 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:36:02,774 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9201 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:36:02,775 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #47: model=default provider=custom in=118319 out=307 total=118626 latency=1.9s cache=113848/118319 (96%)
2026-07-17 12:36:02,940 INFO [20260712_081412_654c5f58] agent.tool_executor: tool execute_code completed (0.11s, 110 chars)
2026-07-17 12:36:02,999 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9205 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:36:05,935 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9205 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:36:05,936 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #48: model=default provider=custom in=118675 out=199 total=118874 latency=3.0s
2026-07-17 12:36:06,066 INFO [20260712_081412_654c5f58] agent.tool_executor: tool execute_code completed (0.11s, 456 chars)
2026-07-17 12:36:06,141 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9209 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:36:15,580 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9209 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:36:15,582 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #49: model=default provider=custom in=119070 out=4010 total=123080 latency=9.5s
2026-07-17 12:36:17,365 INFO [20260712_081412_654c5f58] hermes.lint.lsp: lsp[pyright] 6 diags (scripts/notebooklm_sync.py)
2026-07-17 12:36:17,400 INFO [20260712_081412_654c5f58] agent.tool_executor: tool write_file completed (1.73s, 231 chars)
2026-07-17 12:36:17,472 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9217 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:36:19,220 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9217 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:36:19,223 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #50: model=default provider=custom in=123171 out=268 total=123439 latency=1.8s cache=113864/123171 (92%)
2026-07-17 12:36:19,288 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.04s, 285 chars)
2026-07-17 12:36:19,366 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9219 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:38:29,553 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9219 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:38:29,554 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #51: model=default provider=custom in=123585 out=54 total=123639 latency=130.2s cache=117928/123585 (95%)
2026-07-17 12:38:29,580 INFO [20260712_081412_654c5f58] agent.tool_executor: tool process completed (0.00s, 228 chars)
2026-07-17 12:38:29,635 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9220 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:38:47,670 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9220 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:38:47,671 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #52: model=default provider=custom in=123737 out=207 total=123944 latency=18.1s cache=117923/123737 (95%)
2026-07-17 12:38:47,706 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=14/60 budget=10/60 tool_turns=66 last_msg_role=assistant response_len=683 session=20260712_081412_654c5f58
2026-07-17 12:38:47,729 INFO gateway.run: Queued follow-up for session agent:main:telegram:group:-1003707758328:12: final stream delivery not confirmed; sending first response before continuing.
2026-07-17 12:38:47,804 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:38:47,919 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 12:38:47,939 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=153 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-17 12:38:47,982 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9221 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:38:48,474 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=153 msg='[NN Vo] ok nhưng tôi nhớ bạn từng tạo 1 skill notebooklm sync tương tự tôi ko rõ...'
2026-07-17 12:38:48,540 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9222 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:38:53,097 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9221 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:38:53,103 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=125086 out=3415 total=128501 latency=5.1s
2026-07-17 12:38:53,167 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_manage completed (0.05s, 193 chars)
2026-07-17 12:38:53,212 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9223 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:39:18,205 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9222 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:39:18,207 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #53: model=default provider=custom in=123999 out=1178 total=125177 latency=29.7s
2026-07-17 12:39:18,341 INFO [20260712_081412_654c5f58] agent.tool_executor: tool process completed (0.09s, 124 chars)
2026-07-17 12:39:18,401 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9224 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:39:29,866 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9223 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:39:29,867 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=127781 out=208 total=127989 latency=36.7s cache=32517/127781 (25%)
2026-07-17 12:39:29,896 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.02s): {"success": false, "error": "Refusing background curator patch for skill 'notebooklm-research': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md
2026-07-17 12:39:29,943 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9225 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:39:36,240 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9224 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:39:36,241 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #54: model=default provider=custom in=124081 out=10 total=124091 latency=17.9s cache=117912/124081 (95%)
2026-07-17 12:39:36,333 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skills_list completed (0.08s, 21913 chars)
2026-07-17 12:39:36,404 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9226 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:40:02,417 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9226 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:40:02,478 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #55: model=default provider=custom in=135145 out=123 total=135268 latency=26.1s cache=119936/135145 (89%)
2026-07-17 12:40:02,720 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_view completed (0.17s, 12047 chars)
2026-07-17 12:40:02,758 INFO [20260712_081412_654c5f58] agent.conversation_compression: context compression started: session=20260712_081412_654c5f58 messages=160 tokens=~135,145 model=default focus=None
2026-07-17 12:40:02,822 INFO [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-17 12:40:04,028 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9225 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:40:04,030 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #3: model=default provider=custom in=128088 out=19 total=128107 latency=34.1s cache=122001/128088 (95%)
2026-07-17 12:40:04,148 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_view completed (0.12s, 5263 chars)
2026-07-17 12:40:04,202 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9227 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:40:15,432 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9227 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:40:15,433 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #4: model=default provider=custom in=134740 out=465 total=135205 latency=11.3s cache=32768/134740 (24%)
2026-07-17 12:40:15,502 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skills_list completed (0.06s, 275 chars)
2026-07-17 12:40:15,554 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9228 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:40:43,225 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9228 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:40:43,226 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #5: model=default provider=custom in=134875 out=1650 total=136525 latency=27.7s cache=132736/134875 (98%)
2026-07-17 12:40:43,273 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_manage completed (0.04s, 543 chars)
2026-07-17 12:40:43,315 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9229 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:41:04,321 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9229 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:41:04,325 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #6: model=default provider=custom in=135949 out=1391 total=137340 latency=21.0s cache=132864/135949 (98%)
2026-07-17 12:41:04,390 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_manage completed (0.06s, 539 chars)
2026-07-17 12:41:04,455 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9230 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:41:16,517 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9230 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:41:16,518 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #7: model=default provider=custom in=136637 out=322 total=136959 latency=12.1s cache=133888/136637 (98%)
2026-07-17 12:41:16,647 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skills_list completed (0.07s, 3201 chars)
2026-07-17 12:41:16,692 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9231 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:41:24,638 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9231 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:41:24,639 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #8: model=default provider=custom in=137567 out=327 total=137894 latency=8.0s cache=134528/137567 (98%)
2026-07-17 12:41:24,708 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skills_list completed (0.07s, 21913 chars)
2026-07-17 12:41:24,762 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9232 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:41:29,783 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9232 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:41:29,785 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #9: model=default provider=custom in=143308 out=161 total=143469 latency=5.1s cache=135552/143308 (95%)
2026-07-17 12:41:29,877 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_view completed (0.09s, 12047 chars)
2026-07-17 12:41:29,929 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9233 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:41:39,664 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9233 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:41:39,664 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #10: model=default provider=custom in=146855 out=556 total=147411 latency=9.8s cache=141184/146855 (96%)
2026-07-17 12:41:39,757 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_view completed (0.09s, 1987 chars)
2026-07-17 12:41:39,801 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9234 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:41:49,606 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9234 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:41:49,607 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #11: model=default provider=custom in=147475 out=560 total=148035 latency=9.8s cache=144768/147475 (98%)
2026-07-17 12:41:49,655 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_manage completed (0.04s, 360 chars)
2026-07-17 12:41:49,704 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9235 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:42:05,171 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9235 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:42:05,175 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #12: model=default provider=custom in=148026 out=815 total=148841 latency=15.5s cache=145408/148026 (98%)
2026-07-17 12:42:05,181 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.00s): {"success": false, "error": "Unknown action ''. Use: create, edit, patch, delete, write_file, remove_file"}
2026-07-17 12:42:05,242 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9236 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:42:14,770 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9236 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:42:14,771 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #13: model=default provider=custom in=148831 out=767 total=149598 latency=9.6s cache=145920/148831 (98%)
2026-07-17 12:42:14,824 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_manage completed (0.05s, 193 chars)
2026-07-17 12:42:14,868 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9237 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:42:22,689 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9237 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:42:22,692 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #14: model=default provider=custom in=149666 out=646 total=150312 latency=7.8s cache=147584/149666 (99%)
2026-07-17 12:42:22,757 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_manage completed (0.06s, 468 chars)
2026-07-17 12:42:22,811 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9238 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:42:33,085 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9238 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:42:33,089 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #15: model=default provider=custom in=150059 out=672 total=150731 latency=10.3s cache=147584/150059 (98%)
2026-07-17 12:42:33,206 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_view completed (0.11s, 4313 chars)
2026-07-17 12:42:33,266 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9239 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:42:49,453 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9239 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:42:49,456 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #16: model=default provider=custom in=151181 out=1461 total=152642 latency=16.2s cache=147968/151181 (98%)
2026-07-17 12:42:49,468 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=16/16 budget=16/16 tool_turns=81 last_msg_role=assistant response_len=2056 session=20260712_081412_654c5f58
2026-07-17 12:42:49,480 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:44:17,512 INFO [20260712_081412_654c5f58] agent.conversation_compression: context compression done: session=20260712_081412_654c5f58 messages=160->104 rough_tokens=~77,162 awaiting_real_usage=true
2026-07-17 12:44:17,560 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9240 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:44:39,948 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9240 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:44:39,950 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #56: model=default provider=custom in=76233 out=1685 total=77918 latency=22.4s cache=3456/76233 (5%)
2026-07-17 12:44:40,020 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_manage completed (0.05s, 543 chars)
2026-07-17 12:44:40,069 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9241 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:44:45,825 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9241 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:44:45,827 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #57: model=default provider=custom in=77041 out=394 total=77435 latency=5.8s cache=74112/77041 (96%)
2026-07-17 12:44:45,896 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_manage completed (0.05s, 114 chars)
2026-07-17 12:44:45,970 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9242 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:44:57,504 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9242 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:44:57,505 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #58: model=default provider=custom in=77174 out=1098 total=78272 latency=11.6s cache=75008/77174 (97%)
2026-07-17 12:44:57,645 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_manage completed (0.11s, 539 chars)
2026-07-17 12:44:57,690 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9243 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:45:02,321 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9243 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:45:02,323 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #59: model=default provider=custom in=78082 out=294 total=78376 latency=4.7s cache=75136/78082 (96%)
2026-07-17 12:45:02,836 INFO [20260712_081412_654c5f58] agent.tool_executor: tool search_files completed (0.46s, 4244 chars)
2026-07-17 12:45:02,885 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9246 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:45:05,494 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9246 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:45:05,495 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #60: model=default provider=custom in=73990 out=458 total=74448 latency=2.6s
2026-07-17 12:45:05,514 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=8/60 budget=8/60 tool_turns=50 last_msg_role=assistant response_len=879 session=20260712_081412_654c5f58
2026-07-17 12:45:05,522 WARNING gateway.run: Interrupt recursion depth 3 reached for session agent:main:telegram:group:-1003707758328:12 — queueing message instead of recursing.
2026-07-17 12:45:05,573 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=1149.4s api_calls=8 response=879 chars
2026-07-17 12:45:05,623 INFO gateway.platforms.base: [Telegram] Sending response (879 chars) to -1003707758328
2026-07-17 12:45:05,879 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tôi ko biết việc kill tiến trình cũ có ảnh hưởng gì ko, bạn tự phân tích pros n ' reply_to_id=12 reply_to_text=''
2026-07-17 12:45:06,033 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 12:45:06,131 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=113 msg='[NN Vo] tôi ko biết việc kill tiến trình cũ có ảnh hưởng gì ko, bạn tự phân tích...'
2026-07-17 12:45:06,217 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9247 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:45:07,334 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9247 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:45:07,338 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #61: model=default provider=custom in=72973 out=60 total=73033 latency=1.2s cache=56730/72973 (78%)
2026-07-17 12:45:07,389 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.03s, 386 chars)
2026-07-17 12:45:07,443 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9249 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:45:09,372 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9249 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:45:09,374 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #62: model=default provider=custom in=73421 out=295 total=73716 latency=2.0s cache=68881/73421 (94%)
2026-07-17 12:45:09,408 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=51 last_msg_role=assistant response_len=993 session=20260712_081412_654c5f58
2026-07-17 12:45:09,469 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=3.6s api_calls=2 response=993 chars
2026-07-17 12:45:09,498 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:45:09,537 INFO gateway.platforms.base: [Telegram] Sending response (993 chars) to -1003707758328
2026-07-17 12:45:09,625 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 12:45:09,659 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=117 msg='Review the conversation above and consider saving to memory if appropriate.  Foc...'
2026-07-17 12:45:09,698 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9250 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:45:10,598 INFO gateway.run: Process proc_cc7c2574edca finished — injecting agent notification for session agent:main:telegram:group:-1003707758328:12 chat=-1003707758328 thread=12
2026-07-17 12:45:10,610 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='[IMPORTANT: Background process proc_cc7c2574edca terminated by process.kill (exi' reply_to_id=None reply_to_text=''
2026-07-17 12:45:10,760 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 12:45:10,843 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=117 msg='[NN Vo] [IMPORTANT: Background process proc_cc7c2574edca terminated by process.k...'
2026-07-17 12:45:10,901 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9251 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:45:11,793 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9250 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:45:11,797 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=73439 out=119 total=73558 latency=2.1s
2026-07-17 12:45:11,805 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool memory returned error (0.00s): {"success": false, "error": "Memory at 1,908/2,200 chars. Adding this entry (452 chars) would exceed the limit. Consolidate now: use 'replace' to merge overlapping entries into shorter ones or 'remove
2026-07-17 12:45:11,844 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9252 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:45:31,471 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9252 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:45:31,473 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=74186 out=194 total=74380 latency=19.7s
2026-07-17 12:45:31,491 INFO [20260712_081412_654c5f58] agent.tool_executor: tool memory completed (0.01s, 211 chars)
2026-07-17 12:45:31,536 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9253 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:45:32,109 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9251 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:45:32,116 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #63: model=default provider=custom in=73665 out=240 total=73905 latency=21.2s
2026-07-17 12:45:32,500 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.29s, 45 chars)
2026-07-17 12:45:32,565 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9255 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:45:32,828 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9253 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:45:32,830 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #3: model=default provider=custom in=74460 out=43 total=74503 latency=1.3s cache=68877/74460 (93%)
2026-07-17 12:45:32,837 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/16 budget=3/16 tool_turns=53 last_msg_role=assistant response_len=163 session=20260712_081412_654c5f58
2026-07-17 12:45:32,843 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:45:34,386 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9255 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:45:34,387 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #64: model=default provider=custom in=73760 out=202 total=73962 latency=1.8s
2026-07-17 12:45:34,443 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.03s, 149 chars)
2026-07-17 12:45:34,500 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9256 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:45:36,313 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9256 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:45:36,315 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #65: model=default provider=custom in=74024 out=213 total=74237 latency=1.8s cache=68872/74024 (93%)
2026-07-17 12:45:36,343 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=3/60 tool_turns=53 last_msg_role=assistant response_len=660 session=20260712_081412_654c5f58
2026-07-17 12:45:36,387 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=25.8s api_calls=3 response=660 chars
2026-07-17 12:45:36,453 INFO gateway.platforms.base: [Telegram] Sending response (660 chars) to -1003707758328
2026-07-17 12:47:11,770 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 12:47:12,886 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 12:47:14,152 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 12:47:15,953 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 12:47:19,829 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 12:47:20,791 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 12:47:22,112 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 12:47:23,896 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 12:47:30,580 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 12:47:31,613 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 12:47:32,837 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 12:47:34,582 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 12:47:37,373 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 12:47:41,175 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 12:47:45,385 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 12:47:56,574 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 12:48:00,388 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 12:48:04,624 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 12:48:08,366 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 12:48:11,916 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 12:48:12,851 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 12:48:16,204 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 12:48:16,455 INFO gateway.run: Process proc_46abc3b93291 finished — injecting agent notification for session agent:main:telegram:group:-1003707758328:12 chat=-1003707758328 thread=12
2026-07-17 12:48:16,476 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='[IMPORTANT: Background process proc_46abc3b93291 completed normally (exit code 0' reply_to_id=None reply_to_text=''
2026-07-17 12:48:16,759 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 12:48:16,876 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=123 msg='[NN Vo] [IMPORTANT: Background process proc_46abc3b93291 completed normally (exi...'
2026-07-17 12:48:16,946 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9257 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:48:17,262 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 12:48:18,623 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 12:48:50,747 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (137 chars)
2026-07-17 12:48:50,762 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='kiểm tra https://vmi3427693.tail8c1aaf.ts.net/  sao tôi ko click được menu bar, ' reply_to_id=18 reply_to_text=''
2026-07-17 12:48:50,932 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 12:48:51,015 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=81 msg='[NN Vo] kiểm tra https://vmi3427693.tail8c1aaf.ts.net/  sao tôi ko click được me...'
2026-07-17 12:48:51,070 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9258 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:49:40,743 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9258 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:49:40,746 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #130: model=default provider=custom in=82635 out=37 total=82672 latency=49.7s
2026-07-17 12:49:40,815 INFO [20260710_094439_1cb443b1] tools.browser_tool: Created local browser session h_713d01882e for task 20260710_094439_1cb443b1
2026-07-17 12:49:43,288 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool browser_navigate returned error (2.50s): {"success": false, "error": "Navigation failed: net::ERR_SSL_PROTOCOL_ERROR"}
2026-07-17 12:49:43,335 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9259 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:49:54,123 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9257 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:49:54,124 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #66: model=default provider=custom in=74312 out=228 total=74540 latency=97.2s cache=68868/74312 (93%)
2026-07-17 12:49:54,282 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.13s, 955 chars)
2026-07-17 12:49:54,333 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9264 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:50:00,329 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9259 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:50:00,332 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #131: model=default provider=custom in=82785 out=68 total=82853 latency=17.0s
2026-07-17 12:50:00,455 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.09s, 48 chars)
2026-07-17 12:50:00,522 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9266 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:50:16,829 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9264 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:50:16,831 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #67: model=default provider=custom in=74709 out=487 total=75196 latency=22.5s cache=24283/74709 (33%)
2026-07-17 12:50:16,857 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=54 last_msg_role=assistant response_len=1465 session=20260712_081412_654c5f58
2026-07-17 12:50:16,901 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=120.4s api_calls=2 response=1465 chars
2026-07-17 12:50:16,946 INFO gateway.platforms.base: [Telegram] Sending response (1465 chars) to -1003707758328
2026-07-17 12:50:35,904 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9266 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:50:35,905 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #132: model=default provider=custom in=82879 out=40 total=82919 latency=35.4s
2026-07-17 12:50:36,327 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.39s, 371 chars)
2026-07-17 12:50:36,371 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9268 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:51:03,558 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='/queue làm sao để đảm bảo chắc chắn các agents vẫn đang chạy, trong khi tôi chec' reply_to_id=12 reply_to_text=''
2026-07-17 12:51:03,694 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 12:51:03,787 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=127 msg='[NN Vo] /queue làm sao để đảm bảo chắc chắn các agents vẫn đang chạy, trong khi ...'
2026-07-17 12:51:03,856 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9269 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:51:09,053 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9268 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:51:09,054 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #133: model=default provider=custom in=83090 out=61 total=83151 latency=32.7s cache=77144/83090 (93%)
2026-07-17 12:51:09,166 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.09s, 1495 chars)
2026-07-17 12:51:09,226 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9271 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:51:13,602 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9269 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:51:13,605 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #68: model=default provider=custom in=75331 out=3772 total=79103 latency=9.8s cache=68865/75331 (91%)
2026-07-17 12:51:13,641 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=54 last_msg_role=assistant response_len=3300 session=20260712_081412_654c5f58
2026-07-17 12:51:13,661 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=10.1s api_calls=1 response=3300 chars
2026-07-17 12:51:13,714 INFO gateway.platforms.base: [Telegram] Sending response (3300 chars) to -1003707758328
2026-07-17 12:51:45,816 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9271 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:51:45,818 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #134: model=default provider=custom in=92204 out=1427 total=93631 latency=36.6s cache=11008/92204 (12%)
2026-07-17 12:51:46,189 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.31s, 245 chars)
2026-07-17 12:51:46,267 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9273 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:51:51,244 INFO tools.browser_tool: Cleaning up inactive session for task: 20260710_094439_1cb443b1 (inactive for 130s)
2026-07-17 12:51:58,805 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9273 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:51:58,807 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #135: model=default provider=custom in=92929 out=159 total=93088 latency=12.6s cache=90112/92929 (97%)
2026-07-17 12:51:58,856 INFO [20260710_094439_1cb443b1] tools.browser_tool: Created local browser session h_a4cfdbea97 for task 20260710_094439_1cb443b1
2026-07-17 12:52:00,660 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool browser_navigate returned error (1.84s): {"success": false, "error": "Navigation failed: net::ERR_SSL_PROTOCOL_ERROR"}

[Tool loop warning: repeated_exact_failure_warning; count=2; browser_navigate has failed 2 times with identical arguments
2026-07-17 12:52:00,726 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9274 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:52:08,188 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9274 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:52:08,189 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #136: model=default provider=custom in=93146 out=248 total=93394 latency=7.5s cache=90880/93146 (98%)
2026-07-17 12:52:08,294 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.08s, 89 chars)
2026-07-17 12:52:08,343 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9276 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:52:22,451 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9276 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:52:22,452 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #137: model=default provider=custom in=93382 out=1185 total=94567 latency=14.1s cache=91136/93382 (98%)
2026-07-17 12:52:23,820 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=8/60 budget=8/60 tool_turns=37 last_msg_role=assistant response_len=502 session=20260710_094439_1cb443b1
2026-07-17 12:52:23,845 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=213.1s api_calls=8 response=502 chars
2026-07-17 12:52:23,876 INFO gateway.platforms.base: [Telegram] Sending response (502 chars) to -1003707758328
2026-07-17 12:53:55,802 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (179 chars)
2026-07-17 12:53:55,817 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='cách này lại ko hợp lý vì taák kanban sẽ auto mark done khi complete, và ko có c' reply_to_id=12 reply_to_text=''
2026-07-17 12:53:56,004 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 12:53:56,082 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=129 msg='[NN Vo] cách này lại ko hợp lý vì taák kanban sẽ auto mark done khi complete, và...'
2026-07-17 12:53:56,148 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9277 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:54:08,994 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 12:54:12,294 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 12:54:13,239 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 12:54:14,581 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 12:54:16,323 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 12:54:19,283 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 12:54:23,075 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 12:54:26,448 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9277 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:54:26,453 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #69: model=default provider=custom in=84311 out=1857 total=86168 latency=30.3s cache=76032/84311 (90%)
2026-07-17 12:54:26,499 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=54 last_msg_role=assistant response_len=1499 session=20260712_081412_654c5f58
2026-07-17 12:54:26,529 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=30.7s api_calls=1 response=1499 chars
2026-07-17 12:54:26,583 INFO gateway.platforms.base: [Telegram] Sending response (1499 chars) to -1003707758328
2026-07-17 12:54:26,855 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 12:54:41,188 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (70 chars)
2026-07-17 12:54:41,205 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='bây giờ thì lại được, nhưng đổi lại giao diện xem file của tôi lại mất' reply_to_id=18 reply_to_text=''
2026-07-17 12:54:41,354 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 12:54:41,445 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=97 msg='[NN Vo] bây giờ thì lại được, nhưng đổi lại giao diện xem file của tôi lại mất'
2026-07-17 12:54:41,509 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9278 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:54:55,447 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9278 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:54:55,455 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #138: model=default provider=custom in=93580 out=505 total=94085 latency=14.0s cache=91264/93580 (98%)
2026-07-17 12:54:55,580 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.09s, 252 chars)
2026-07-17 12:54:55,629 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9280 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:55:17,617 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9280 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:55:17,619 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #139: model=default provider=custom in=93800 out=2328 total=96128 latency=22.0s cache=91520/93800 (98%)
2026-07-17 12:55:17,824 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.18s, 495 chars)
2026-07-17 12:55:17,867 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9282 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:55:27,657 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9282 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:55:27,658 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #140: model=default provider=custom in=94840 out=115 total=94955 latency=9.8s cache=91776/94840 (97%)
2026-07-17 12:55:27,763 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.08s, 66 chars)
2026-07-17 12:55:27,804 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9284 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:55:33,800 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9284 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:55:33,801 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #141: model=default provider=custom in=94991 out=374 total=95365 latency=6.0s cache=92928/94991 (98%)
2026-07-17 12:55:33,825 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/60 budget=4/60 tool_turns=40 last_msg_role=assistant response_len=486 session=20260710_094439_1cb443b1
2026-07-17 12:55:33,885 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=52.7s api_calls=4 response=486 chars
2026-07-17 12:55:33,938 INFO gateway.platforms.base: [Telegram] Sending response (486 chars) to -1003707758328
2026-07-17 12:59:03,776 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (521 chars)
2026-07-17 12:59:03,797 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='chưa, mỗi task con phải có đủ prompt, description, dependency, assignee (r-and-d' reply_to_id=12 reply_to_text=''
2026-07-17 12:59:04,067 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 12:59:04,183 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=131 msg='[NN Vo] chưa, mỗi task con phải có đủ prompt, description, dependency, assignee ...'
2026-07-17 12:59:04,256 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9285 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:59:14,136 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 12:59:15,109 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 12:59:21,892 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 12:59:22,866 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 12:59:27,980 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9285 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:59:27,982 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #70: model=default provider=custom in=85105 out=1463 total=86568 latency=23.7s cache=82304/85105 (97%)
2026-07-17 12:59:28,019 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=54 last_msg_role=assistant response_len=2165 session=20260712_081412_654c5f58
2026-07-17 12:59:28,041 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=24.2s api_calls=1 response=2165 chars
2026-07-17 12:59:28,082 INFO gateway.platforms.base: [Telegram] Sending response (2165 chars) to -1003707758328
2026-07-17 12:59:43,333 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (70 chars)
2026-07-17 12:59:43,346 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='lỗi https://vmi3427693.tail8c1aaf.ts.net/kanban-os/  ko vào được files' reply_to_id=18 reply_to_text=''
2026-07-17 12:59:43,512 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 12:59:43,605 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=105 msg='[NN Vo] lỗi https://vmi3427693.tail8c1aaf.ts.net/kanban-os/  ko vào được files'
2026-07-17 12:59:43,676 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9286 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:59:50,438 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9286 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:59:50,439 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #142: model=default provider=custom in=95208 out=146 total=95354 latency=6.8s cache=92928/95208 (98%)
2026-07-17 12:59:50,609 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.09s, 53 chars)
2026-07-17 12:59:50,653 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9288 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:59:54,688 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9288 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:59:54,689 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #143: model=default provider=custom in=95385 out=277 total=95662 latency=4.1s cache=93312/95385 (98%)
2026-07-17 12:59:54,829 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.12s, 159 chars)
2026-07-17 12:59:54,873 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9290 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:59:58,521 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9290 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 12:59:58,522 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #144: model=default provider=custom in=95638 out=149 total=95787 latency=3.7s cache=93312/95638 (98%)
2026-07-17 12:59:58,624 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.08s, 52 chars)
2026-07-17 12:59:58,665 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9292 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:00:02,749 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9292 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:00:02,762 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #145: model=default provider=custom in=95819 out=225 total=96044 latency=4.1s cache=93696/95819 (98%)
2026-07-17 13:00:03,080 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.13s, 45 chars)
2026-07-17 13:00:03,140 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9294 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:00:06,273 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9294 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:00:06,279 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #146: model=default provider=custom in=95981 out=106 total=96087 latency=3.2s cache=93696/95981 (98%)
2026-07-17 13:00:06,639 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool read_file completed (0.28s, 25056 chars)
2026-07-17 13:00:06,992 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9299 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:00:38,215 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9299 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:00:38,219 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #147: model=default provider=custom in=104618 out=3914 total=108532 latency=31.3s cache=93952/104618 (90%)
2026-07-17 13:00:38,454 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.18s, 245 chars)
2026-07-17 13:00:38,518 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9301 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:00:42,250 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9301 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:00:42,251 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #148: model=default provider=custom in=105472 out=118 total=105590 latency=3.8s cache=102528/105472 (97%)
2026-07-17 13:00:42,349 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.08s, 88 chars)
2026-07-17 13:00:42,397 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9303 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:00:46,186 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9303 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:00:46,190 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #149: model=default provider=custom in=105630 out=159 total=105789 latency=3.8s cache=103552/105630 (98%)
2026-07-17 13:00:46,268 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.06s, 51 chars)
2026-07-17 13:00:46,327 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9305 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:00:49,707 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9305 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:00:49,709 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #150: model=default provider=custom in=105782 out=166 total=105948 latency=3.4s cache=103552/105782 (98%)
2026-07-17 13:00:49,822 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.07s, 83 chars)
2026-07-17 13:00:49,865 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9307 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:01:26,859 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9307 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:01:26,859 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #151: model=default provider=custom in=99555 out=348 total=99903 latency=37.0s
2026-07-17 13:01:26,879 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=10/60 budget=10/60 tool_turns=49 last_msg_role=assistant response_len=493 session=20260710_094439_1cb443b1
2026-07-17 13:01:26,910 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=103.6s api_calls=10 response=493 chars
2026-07-17 13:01:26,964 INFO gateway.platforms.base: [Telegram] Sending response (493 chars) to -1003707758328
2026-07-17 13:01:26,968 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:01:27,084 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 13:01:27,109 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=125 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-17 13:01:27,150 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9308 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:01:30,191 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9308 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:01:30,193 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #1: model=default provider=custom in=99155 out=515 total=99670 latency=3.1s
2026-07-17 13:01:30,201 WARNING [20260710_094439_1cb443b1] agent.tool_executor: Tool skill_manage returned error (0.00s): {"success": false, "error": "SKILL.md must start with YAML frontmatter (---). See existing skills for format."}
2026-07-17 13:01:30,241 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9309 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:01:32,627 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9309 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:01:32,628 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #2: model=default provider=custom in=99897 out=557 total=100454 latency=2.4s cache=93404/99897 (94%)
2026-07-17 13:01:32,675 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool skill_manage completed (0.04s, 487 chars)
2026-07-17 13:01:32,713 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9310 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:01:33,885 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9310 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:01:33,886 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #3: model=default provider=custom in=100796 out=4 total=100800 latency=1.2s cache=93402/100796 (93%)
2026-07-17 13:01:33,893 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/16 budget=3/16 tool_turns=51 last_msg_role=assistant response_len=16 session=20260710_094439_1cb443b1
2026-07-17 13:01:33,902 INFO [20260710_094439_1cb443b1] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:04:47,350 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Cached user photo at /root/.hermes/cache/images/img_85e0a95804e3.jpg
2026-07-17 13:04:48,152 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing photo batch agent:main:telegram:group:-1003707758328:12:photo-burst with 1 image(s)
2026-07-17 13:04:48,165 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tôi vẫn ko hiểu việc edit notebooklm-research hay notebooklm sync cũng chỉ là 2 ' reply_to_id=12 reply_to_text=''
2026-07-17 13:04:48,336 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 13:04:48,420 INFO gateway.run: Image routing: text (mode=text). Pre-analyzing 1 image(s) via vision_analyze.
2026-07-17 13:04:48,421 INFO tools.vision_tools: Analyzing image: /root/.hermes/cache/images/img_85e0a95804e3.jpg
2026-07-17 13:04:48,421 INFO tools.vision_tools: User prompt: Describe everything visible in this image in thorough detail. Include any text, code, data, objects,
2026-07-17 13:04:48,431 INFO tools.vision_tools: Image ready (51.4 KB)
2026-07-17 13:04:48,431 INFO tools.vision_tools: Converting image to base64...
2026-07-17 13:04:48,435 INFO tools.vision_tools: Image converted to base64 (68.6 KB)
2026-07-17 13:04:48,435 INFO tools.vision_tools: Processing image with vision model...
2026-07-17 13:05:01,520 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 13:05:02,695 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 13:05:10,884 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 13:05:11,907 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 13:05:13,243 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 13:05:19,447 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 13:05:20,582 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 13:05:22,021 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 13:05:23,940 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 13:05:26,613 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:18 (30 chars)
2026-07-17 13:05:26,631 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='vẫn ko truy cập được vào files' reply_to_id=18 reply_to_text=''
2026-07-17 13:05:26,813 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 13:05:26,883 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 13:05:26,913 INFO [20260710_094439_1cb443b1] agent.turn_context: conversation turn: session=20260710_094439_1cb443b1 model=default provider=custom platform=telegram history=125 msg='[NN Vo] vẫn ko truy cập được vào files'
2026-07-17 13:05:26,984 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9311 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:05:31,131 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 13:05:44,216 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 13:06:09,086 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9311 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:06:09,091 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #152: model=default provider=custom in=98126 out=3611 total=101737 latency=42.1s
2026-07-17 13:06:09,320 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.18s, 245 chars)
2026-07-17 13:06:09,450 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9313 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:06:11,923 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9313 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:06:11,927 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #153: model=default provider=custom in=99123 out=84 total=99207 latency=2.5s cache=93400/99123 (94%)
2026-07-17 13:06:12,025 INFO [20260710_094439_1cb443b1] agent.tool_executor: tool terminal completed (0.08s, 48 chars)
2026-07-17 13:06:12,074 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9315 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:06:15,422 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9315 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:06:15,425 INFO [20260710_094439_1cb443b1] agent.conversation_loop: API call #154: model=default provider=custom in=99233 out=472 total=99705 latency=3.4s
2026-07-17 13:06:15,470 INFO [20260710_094439_1cb443b1] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=3/60 tool_turns=51 last_msg_role=assistant response_len=1505 session=20260710_094439_1cb443b1
2026-07-17 13:06:15,493 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=48.9s api_calls=3 response=1505 chars
2026-07-17 13:06:15,539 INFO gateway.platforms.base: [Telegram] Sending response (1505 chars) to -1003707758328
2026-07-17 13:06:40,206 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Cached user photo at /root/.hermes/cache/images/img_fcd4f4d1cfd9.jpg
2026-07-17 13:06:41,008 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing photo batch agent:main:telegram:group:-1003707758328:12:photo-burst with 1 image(s)
2026-07-17 13:06:48,463 INFO agent.auxiliary_client: Auxiliary vision (async): transient transport error; retrying once on the same provider before fallback: Request timed out.
2026-07-17 13:06:53,506 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 13:06:56,302 INFO tools.vision_tools: Image analysis completed (4317 characters)
2026-07-17 13:06:56,416 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=133 msg="[The user sent an image~ Here's what I can see: Based on the image provided, her..."
2026-07-17 13:06:56,492 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9316 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:06:57,414 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 13:06:58,426 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 13:07:13,330 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 13:07:14,308 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 13:07:15,741 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 13:07:17,525 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 13:07:21,685 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 13:07:25,506 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 13:07:35,131 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 13:07:38,947 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 13:07:43,205 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 13:07:47,327 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 13:07:51,531 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 13:08:42,173 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 13:08:46,055 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 13:09:19,568 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9316 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:09:19,571 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #71: model=default provider=custom in=78983 out=3916 total=82899 latency=143.1s
2026-07-17 13:09:19,619 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=54 last_msg_role=assistant response_len=4439 session=20260712_081412_654c5f58
2026-07-17 13:09:19,649 INFO gateway.run: Queued follow-up for session agent:main:telegram:group:-1003707758328:12: final stream delivery not confirmed; sending first response before continuing.
2026-07-17 13:09:20,683 INFO gateway.run: Image routing: text (mode=text). Pre-analyzing 1 image(s) via vision_analyze.
2026-07-17 13:09:20,683 INFO tools.vision_tools: Analyzing image: /root/.hermes/cache/images/img_fcd4f4d1cfd9.jpg
2026-07-17 13:09:20,684 INFO tools.vision_tools: User prompt: Describe everything visible in this image in thorough detail. Include any text, code, data, objects,
2026-07-17 13:09:20,692 INFO tools.vision_tools: Image ready (157.4 KB)
2026-07-17 13:09:20,693 INFO tools.vision_tools: Converting image to base64...
2026-07-17 13:09:20,695 INFO tools.vision_tools: Image converted to base64 (209.9 KB)
2026-07-17 13:09:20,696 INFO tools.vision_tools: Processing image with vision model...
2026-07-17 13:09:40,554 INFO tools.vision_tools: Image analysis completed (1873 characters)
2026-07-17 13:09:40,901 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=135 msg="[The user sent an image~ Here's what I can see: Based on the image provided, her..."
2026-07-17 13:09:40,991 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9317 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:09:50,958 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9317 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:09:50,959 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #72: model=default provider=custom in=80850 out=3410 total=84260 latency=10.0s cache=72943/80850 (90%)
2026-07-17 13:09:51,049 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=54 last_msg_role=assistant response_len=3773 session=20260712_081412_654c5f58
2026-07-17 13:09:51,092 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=302.9s api_calls=1 response=3773 chars
2026-07-17 13:09:51,146 INFO gateway.platforms.base: [Telegram] Sending response (3773 chars) to -1003707758328
2026-07-17 13:16:12,324 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 13:20:24,860 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (1327 chars)
2026-07-17 13:20:24,891 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='hãy dùng Giải pháp Hybrid (Tối ưu nhất cho "NotebookLM Sync")  Để vừa có sự chín' reply_to_id=12 reply_to_text=''
2026-07-17 13:20:25,261 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 13:20:25,369 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=137 msg='[NN Vo] hãy dùng Giải pháp Hybrid (Tối ưu nhất cho "NotebookLM Sync")  Để vừa có...'
2026-07-17 13:20:25,493 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9318 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:21:12,485 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9318 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:21:12,486 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #73: model=default provider=custom in=82396 out=1394 total=83790 latency=47.0s
2026-07-17 13:21:13,702 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (1.19s, 3810 chars)
2026-07-17 13:21:13,755 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9320 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:21:50,130 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9320 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:21:50,131 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #74: model=default provider=custom in=83275 out=53 total=83328 latency=36.4s
2026-07-17 13:21:50,935 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.78s, 453 chars)
2026-07-17 13:21:50,987 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9322 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:22:24,430 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9322 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:22:24,442 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #75: model=default provider=custom in=83454 out=53 total=83507 latency=33.5s
2026-07-17 13:22:25,289 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.80s, 1047 chars)
2026-07-17 13:22:25,342 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9324 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:22:58,265 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9324 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:22:58,266 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #76: model=default provider=custom in=83743 out=53 total=83796 latency=32.9s cache=77000/83743 (92%)
2026-07-17 13:22:59,084 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.79s, 240 chars)
2026-07-17 13:22:59,136 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9326 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:23:28,883 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9326 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:23:28,891 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #77: model=default provider=custom in=93425 out=440 total=93865 latency=29.8s cache=83072/93425 (89%)
2026-07-17 13:23:30,553 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (1.60s, 1471 chars)
2026-07-17 13:23:30,622 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9328 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:23:37,060 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9328 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:23:37,062 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #78: model=default provider=custom in=94084 out=569 total=94653 latency=6.5s cache=91392/94084 (97%)
2026-07-17 13:23:38,076 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.99s, 2143 chars)
2026-07-17 13:23:38,145 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9330 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:24:06,469 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9330 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:24:06,469 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #79: model=default provider=custom in=95132 out=2010 total=97142 latency=28.3s cache=92032/95132 (97%)
2026-07-17 13:24:07,298 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.78s, 427 chars)
2026-07-17 13:24:07,349 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9332 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:24:38,812 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9332 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:24:38,815 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #80: model=default provider=custom in=95364 out=3339 total=98703 latency=31.5s cache=93056/95364 (98%)
2026-07-17 13:24:39,624 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.79s, 615 chars)
2026-07-17 13:24:39,685 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9334 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:24:52,670 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9334 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:24:52,672 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #81: model=default provider=custom in=95807 out=358 total=96165 latency=13.0s cache=93312/95807 (97%)
2026-07-17 13:24:53,478 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.78s, 942 chars)
2026-07-17 13:24:53,556 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9336 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:25:04,951 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9336 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:25:04,953 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #82: model=default provider=custom in=96267 out=1055 total=97322 latency=11.4s cache=93696/96267 (97%)
2026-07-17 13:25:05,760 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.79s, 622 chars)
2026-07-17 13:25:22,748 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9338 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:25:32,177 INFO gateway.run: kanban dispatcher [research-hub]: spawned=2 reclaimed=0 crashed=0 timed_out=0 promoted=1 auto_blocked=0
2026-07-17 13:25:40,481 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9338 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:25:40,485 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #83: model=default provider=custom in=96663 out=676 total=97339 latency=17.8s cache=94208/96663 (97%)
2026-07-17 13:25:41,353 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.79s, 351 chars)
2026-07-17 13:25:41,425 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9340 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:25:46,992 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9340 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:25:46,994 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #84: model=default provider=custom in=96903 out=391 total=97294 latency=5.6s cache=94592/96903 (98%)
2026-07-17 13:25:47,806 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.79s, 64 chars)
2026-07-17 13:25:47,858 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9342 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:26:20,921 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9342 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:26:20,921 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #85: model=default provider=custom in=97077 out=4512 total=101589 latency=33.1s cache=94848/97077 (98%)
2026-07-17 13:26:21,789 INFO [20260712_081412_654c5f58] agent.tool_executor: tool write_file completed (0.84s, 319 chars)
2026-07-17 13:26:21,834 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9348 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:26:25,953 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9348 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:26:25,954 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #86: model=default provider=custom in=101355 out=208 total=101563 latency=4.1s cache=94976/101355 (94%)
2026-07-17 13:26:26,073 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.10s, 2957 chars)
2026-07-17 13:26:26,133 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9353 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:26:29,519 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9353 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:26:29,520 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #87: model=default provider=custom in=102512 out=202 total=102714 latency=3.4s cache=99328/102512 (97%)
2026-07-17 13:26:30,183 INFO [20260712_081412_654c5f58] hermes.lint.lsp: lsp[pyright] 6 diags (scripts/notebooklm_sync.py)
2026-07-17 13:26:30,270 INFO [20260712_081412_654c5f58] agent.tool_executor: tool patch completed (0.73s, 782 chars)
2026-07-17 13:26:30,391 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9361 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:26:34,673 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9361 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:26:34,674 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #88: model=default provider=custom in=95887 out=336 total=96223 latency=4.3s
2026-07-17 13:26:34,696 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=16/60 budget=16/60 tool_turns=69 last_msg_role=assistant response_len=496 session=20260712_081412_654c5f58
2026-07-17 13:26:34,737 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=369.8s api_calls=16 response=496 chars
2026-07-17 13:26:34,777 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:26:34,789 INFO gateway.platforms.base: [Telegram] Sending response (496 chars) to -1003707758328
2026-07-17 13:26:34,864 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 13:26:34,902 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=169 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-17 13:26:34,949 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9362 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:26:39,098 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9362 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:26:39,099 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=94341 out=912 total=95253 latency=4.2s
2026-07-17 13:26:39,255 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.15s): {"success": false, "error": "Refusing background curator patch for skill 'notebooklm-research': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md
2026-07-17 13:26:39,295 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9363 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:26:40,837 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9363 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:26:40,838 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=95541 out=19 total=95560 latency=1.6s cache=89194/95541 (93%)
2026-07-17 13:26:41,092 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_view completed (0.25s, 11509 chars)
2026-07-17 13:26:41,136 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9364 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:26:43,347 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9364 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:26:43,347 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #3: model=default provider=custom in=98700 out=334 total=99034 latency=2.2s cache=93270/98700 (94%)
2026-07-17 13:26:43,353 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/16 budget=3/16 tool_turns=71 last_msg_role=assistant response_len=1138 session=20260712_081412_654c5f58
2026-07-17 13:26:43,359 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:46:53,156 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (64 chars)
2026-07-17 13:46:53,180 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='gửi tôi link file index về 2 bản tóm tắt master tourism vn vs tl' reply_to_id=12 reply_to_text=''
2026-07-17 13:46:53,458 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 13:46:53,565 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=169 msg='[NN Vo] gửi tôi link file index về 2 bản tóm tắt master tourism vn vs tl'
2026-07-17 13:46:53,593 INFO [20260712_081412_654c5f58] agent.turn_context: Preflight compression: ~130,146 tokens >= 128,000 threshold (model default, ctx 256,000)
2026-07-17 13:46:53,596 INFO [20260712_081412_654c5f58] agent.conversation_compression: context compression started: session=20260712_081412_654c5f58 messages=170 tokens=~130,146 model=default focus=None
2026-07-17 13:46:53,653 INFO [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-17 13:47:46,461 INFO [20260712_081412_654c5f58] agent.conversation_compression: context compression done: session=20260712_081412_654c5f58 messages=170->42 rough_tokens=~76,867 awaiting_real_usage=true
2026-07-17 13:47:46,504 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9365 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:47:48,418 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9365 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:47:48,419 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #89: model=default provider=custom in=54632 out=99 total=54731 latency=1.9s
2026-07-17 13:47:49,243 INFO [20260712_081412_654c5f58] agent.tool_executor: tool search_files completed (0.80s, 475 chars)
2026-07-17 13:47:49,275 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9368 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:47:52,301 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9368 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:47:52,303 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #90: model=default provider=custom in=54818 out=24 total=54842 latency=3.0s
2026-07-17 13:47:52,480 INFO [20260712_081412_654c5f58] agent.tool_executor: tool search_files completed (0.15s, 865 chars)
2026-07-17 13:47:52,513 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9371 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:47:54,276 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9371 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:47:54,278 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #91: model=default provider=custom in=55204 out=32 total=55236 latency=1.8s
2026-07-17 13:47:54,439 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.11s, 2558 chars)
2026-07-17 13:47:54,477 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9376 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:47:56,707 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9376 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 13:47:56,708 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #92: model=default provider=custom in=56176 out=212 total=56388 latency=2.2s
2026-07-17 13:47:56,733 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/60 budget=4/60 tool_turns=18 last_msg_role=assistant response_len=675 session=20260712_081412_654c5f58
2026-07-17 13:47:56,795 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=63.6s api_calls=4 response=675 chars
2026-07-17 13:47:56,840 INFO gateway.platforms.base: [Telegram] Sending response (675 chars) to -1003707758328
2026-07-17 14:01:47,404 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (1870 chars)
2026-07-17 14:01:47,426 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='Ok bây giờ thiết lập 1 chương trình nghiên cứu mới, trong đó tôi muốn tạo cron j' reply_to_id=12 reply_to_text=''
2026-07-17 14:01:47,682 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 14:01:47,776 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=49 msg='[NN Vo] Ok bây giờ thiết lập 1 chương trình nghiên cứu mới, trong đó tôi muốn tạ...'
2026-07-17 14:01:47,839 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9377 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:03:58,671 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9377 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:03:58,672 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #93: model=default provider=custom in=56861 out=487 total=57348 latency=130.9s
2026-07-17 14:04:00,352 INFO [20260712_081412_654c5f58] agent.tool_executor: tool search_files completed (1.66s, 2413 chars)
2026-07-17 14:04:00,411 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9380 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:04:18,116 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9380 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:04:18,117 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #94: model=default provider=custom in=58173 out=10 total=58183 latency=17.7s cache=52701/58173 (91%)
2026-07-17 14:04:18,296 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skills_list completed (0.09s, 21920 chars)
2026-07-17 14:04:18,360 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9381 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:04:20,074 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9381 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:04:20,075 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #95: model=default provider=custom in=63772 out=19 total=63791 latency=1.7s cache=52745/63772 (83%)
2026-07-17 14:04:20,199 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_view completed (0.10s, 11509 chars)
2026-07-17 14:04:20,244 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9382 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:04:55,353 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9382 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:04:55,357 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #96: model=default provider=custom in=66742 out=18 total=66760 latency=35.1s
2026-07-17 14:04:55,500 WARNING [20260712_081412_654c5f58] tools.skills_tool: Skill name collision for 'research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-17 14:04:55,501 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.11s): {"success": false, "error": "Ambiguous skill name 'research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.",
2026-07-17 14:04:55,581 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9383 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:05:30,068 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9383 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:05:30,071 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #97: model=default provider=custom in=66904 out=20 total=66924 latency=34.5s
2026-07-17 14:05:30,240 WARNING [20260712_081412_654c5f58] tools.skills_tool: Skill name collision for 'research/research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-17 14:05:30,247 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.14s): {"success": false, "error": "Ambiguous skill name 'research/research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorize
2026-07-17 14:05:30,335 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9384 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:06:02,795 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9384 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:06:02,796 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #98: model=default provider=custom in=67070 out=18 total=67088 latency=32.5s cache=60873/67070 (91%)
2026-07-17 14:06:02,917 WARNING [20260712_081412_654c5f58] tools.skills_tool: Skill name collision for 'research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-17 14:06:02,922 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.08s): {"success": false, "error": "Ambiguous skill name 'research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.",
2026-07-17 14:06:02,984 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9385 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:06:36,435 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9385 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:06:36,435 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #99: model=default provider=custom in=67284 out=183 total=67467 latency=33.5s cache=60869/67284 (90%)
2026-07-17 14:06:36,583 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.13s, 5368 chars)
2026-07-17 14:06:36,636 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9390 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:07:08,406 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9390 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:07:08,408 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #100: model=default provider=custom in=74660 out=164 total=74824 latency=31.8s cache=896/74660 (1%)
2026-07-17 14:07:08,537 WARNING [20260712_081412_654c5f58] tools.skills_tool: Skill name collision for 'research-en': 2 candidates — /root/.hermes/skills/research/research-en/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-en/SKILL.md
2026-07-17 14:07:08,538 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.07s): {"success": false, "error": "Ambiguous skill name 'research-en': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", "matc
2026-07-17 14:07:08,579 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9391 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:07:11,571 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9391 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:07:11,572 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #101: model=default provider=custom in=74954 out=98 total=75052 latency=3.0s cache=72576/74954 (97%)
2026-07-17 14:07:11,700 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.10s, 1864 chars)
2026-07-17 14:07:11,741 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9396 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:07:15,227 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9396 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:07:15,228 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #102: model=default provider=custom in=75700 out=156 total=75856 latency=3.5s cache=72832/75700 (96%)
2026-07-17 14:07:15,303 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool read_file returned error (0.05s): {"content": "", "total_lines": 0, "file_size": 0, "truncated": false, "is_binary": false, "is_image": false, "error": "File not found: /opt/ai-os/products/ceo/skills/research/research-en/research-deep
2026-07-17 14:07:15,350 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9399 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:07:27,888 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9399 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:07:27,889 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #103: model=default provider=custom in=71248 out=35 total=71283 latency=12.6s
2026-07-17 14:07:27,959 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool read_file returned error (0.04s): {"content": "", "total_lines": 0, "file_size": 0, "truncated": false, "is_binary": false, "is_image": false, "error": "File not found: /opt/ai-os/products/ceo/skills/research/research-en/research-repo
2026-07-17 14:07:28,001 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9402 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:09:40,028 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9402 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:09:40,029 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #104: model=default provider=custom in=72344 out=924 total=73268 latency=132.0s
2026-07-17 14:09:40,065 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=12/60 budget=12/60 tool_turns=29 last_msg_role=assistant response_len=2368 session=20260712_081412_654c5f58
2026-07-17 14:09:40,107 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=472.7s api_calls=12 response=2368 chars
2026-07-17 14:09:40,166 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:09:40,178 INFO gateway.platforms.base: [Telegram] Sending response (2368 chars) to -1003707758328
2026-07-17 14:09:40,265 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 14:09:40,314 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=73 msg='Review the conversation above and update two things:  **Memory**: who the user i...'
2026-07-17 14:09:40,374 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9403 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:09:55,031 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9403 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:09:55,032 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=71865 out=158 total=72023 latency=14.7s
2026-07-17 14:09:55,043 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool memory returned error (0.01s): {"success": false, "error": "Memory at 1,892/2,200 chars. Adding this entry (601 chars) would exceed the limit. Consolidate now: use 'replace' to merge overlapping entries into shorter ones or 'remove
2026-07-17 14:09:55,086 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9404 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:09:57,454 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9404 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:09:57,455 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=72807 out=297 total=73104 latency=2.4s cache=64932/72807 (89%)
2026-07-17 14:09:57,465 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool memory returned error (0.01s): {"success": false, "error": "After applying all 2 operations, memory would be at 2,659/2,200 chars -- over the limit. Remove or shorten more entries in the same batch (see current_entries below), then
2026-07-17 14:09:57,502 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9405 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:10:00,010 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9405 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:10:00,014 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #3: model=default provider=custom in=73864 out=362 total=74226 latency=2.5s cache=68990/73864 (93%)
2026-07-17 14:10:00,030 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool memory returned error (0.01s): {"success": false, "error": "After applying all 3 operations, memory would be at 2,459/2,200 chars -- over the limit. Remove or shorten more entries in the same batch (see current_entries below), then
2026-07-17 14:10:00,062 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9406 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:10:02,192 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9406 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:10:02,193 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #4: model=default provider=custom in=75085 out=349 total=75434 latency=2.1s cache=68991/75085 (92%)
2026-07-17 14:10:02,201 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool memory returned error (0.01s): {"success": false, "done": true, "error": "Memory consolidation failed 4 times this turn. Stop retrying memory calls — leave memory unchanged for now and continue with your reply to the user. The fact
2026-07-17 14:10:02,245 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9407 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:10:05,562 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9407 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:10:05,565 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #5: model=default provider=custom in=75800 out=509 total=76309 latency=3.3s cache=68988/75800 (91%)
2026-07-17 14:10:05,586 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=5/16 budget=5/16 tool_turns=33 last_msg_role=assistant response_len=1717 session=20260712_081412_654c5f58
2026-07-17 14:10:05,601 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:10:45,861 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 14:11:26,032 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (166 chars)
2026-07-17 14:11:26,047 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tôi ko xem được bạn phải lưu thành file .md ở https://vmi3427693.tail8c1aaf.ts.n' reply_to_id=12 reply_to_text=''
2026-07-17 14:11:26,247 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 14:11:26,357 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=73 msg='[NN Vo] tôi ko xem được bạn phải lưu thành file .md ở https://vmi3427693.tail8c1...'
2026-07-17 14:11:26,432 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9408 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:11:33,663 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9408 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:11:33,664 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #105: model=default provider=custom in=71064 out=518 total=71582 latency=7.3s cache=52751/71064 (74%)
2026-07-17 14:11:33,918 INFO [20260712_081412_654c5f58] agent.tool_executor: tool write_file completed (0.21s, 297 chars)
2026-07-17 14:11:33,964 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9415 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:11:35,770 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9415 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:11:35,771 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #106: model=default provider=custom in=71876 out=136 total=72012 latency=1.8s cache=64922/71876 (90%)
2026-07-17 14:11:35,817 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=30 last_msg_role=assistant response_len=460 session=20260712_081412_654c5f58
2026-07-17 14:11:35,860 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=9.8s api_calls=2 response=460 chars
2026-07-17 14:11:35,915 INFO gateway.platforms.base: [Telegram] Sending response (460 chars) to -1003707758328
2026-07-17 14:19:57,292 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (213 chars)
2026-07-17 14:19:57,325 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='dùng obsidian skill để viết file md hợp lý, hoặc ít nhất phải làm cho view của h' reply_to_id=12 reply_to_text=''
2026-07-17 14:19:57,636 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 14:19:57,752 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=77 msg='[NN Vo] dùng obsidian skill để viết file md hợp lý, hoặc ít nhất phải làm cho vi...'
2026-07-17 14:19:57,839 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9416 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:20:06,833 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9416 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:20:06,834 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #107: model=default provider=custom in=71899 out=17 total=71916 latency=9.0s
2026-07-17 14:20:07,471 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_view completed (0.61s, 3565 chars)
2026-07-17 14:20:07,607 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9417 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:20:11,356 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9417 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:20:11,357 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #108: model=default provider=custom in=72954 out=747 total=73701 latency=3.8s cache=64919/72954 (89%)
2026-07-17 14:20:11,640 INFO [20260712_081412_654c5f58] agent.tool_executor: tool write_file completed (0.26s, 297 chars)
2026-07-17 14:20:11,688 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9424 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:20:13,363 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9424 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:20:13,364 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #109: model=default provider=custom in=73765 out=136 total=73901 latency=1.7s cache=68974/73765 (94%)
2026-07-17 14:20:13,393 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=3/60 tool_turns=32 last_msg_role=assistant response_len=448 session=20260712_081412_654c5f58
2026-07-17 14:20:13,417 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=16.1s api_calls=3 response=448 chars
2026-07-17 14:20:13,458 INFO gateway.platforms.base: [Telegram] Sending response (448 chars) to -1003707758328
2026-07-17 14:20:42,048 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Cached user photo at /root/.hermes/cache/images/img_da2d9faa5c9f.jpg
2026-07-17 14:20:42,849 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing photo batch agent:main:telegram:group:-1003707758328:12:photo-burst with 1 image(s)
2026-07-17 14:20:42,865 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='' reply_to_id=12 reply_to_text=''
2026-07-17 14:20:43,009 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 14:20:43,127 INFO gateway.run: Image routing: text (mode=text). Pre-analyzing 1 image(s) via vision_analyze.
2026-07-17 14:20:43,127 INFO tools.vision_tools: Analyzing image: /root/.hermes/cache/images/img_da2d9faa5c9f.jpg
2026-07-17 14:20:43,127 INFO tools.vision_tools: User prompt: Describe everything visible in this image in thorough detail. Include any text, code, data, objects,
2026-07-17 14:20:43,140 INFO tools.vision_tools: Image ready (92.6 KB)
2026-07-17 14:20:43,141 INFO tools.vision_tools: Converting image to base64...
2026-07-17 14:20:43,145 INFO tools.vision_tools: Image converted to base64 (123.5 KB)
2026-07-17 14:20:43,146 INFO tools.vision_tools: Processing image with vision model...
2026-07-17 14:20:48,023 INFO tools.vision_tools: Image analysis completed (2673 characters)
2026-07-17 14:20:48,101 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=83 msg="[The user sent an image~ Here's what I can see: This image is a screenshot taken..."
2026-07-17 14:20:48,165 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9425 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:20:51,164 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9425 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:20:51,165 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #110: model=default provider=custom in=74354 out=443 total=74797 latency=3.0s cache=68979/74354 (93%)
2026-07-17 14:20:51,191 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=32 last_msg_role=assistant response_len=1396 session=20260712_081412_654c5f58
2026-07-17 14:20:51,209 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=8.3s api_calls=1 response=1396 chars
2026-07-17 14:20:51,243 INFO gateway.platforms.base: [Telegram] Sending response (1396 chars) to -1003707758328
2026-07-17 14:22:12,080 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (118 chars)
2026-07-17 14:22:12,094 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='khoan ý tôi là nó đâu có hiện graph, nó hiện mã code mà  và implementation plan ' reply_to_id=12 reply_to_text=''
2026-07-17 14:22:12,230 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 14:22:12,310 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=85 msg='[NN Vo] khoan ý tôi là nó đâu có hiện graph, nó hiện mã code mà  và implementati...'
2026-07-17 14:22:12,371 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9426 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:22:18,333 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9426 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:22:18,334 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #111: model=default provider=custom in=74831 out=908 total=75739 latency=6.0s cache=68976/74831 (92%)
2026-07-17 14:22:18,358 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=32 last_msg_role=assistant response_len=3020 session=20260712_081412_654c5f58
2026-07-17 14:22:18,386 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=6.3s api_calls=1 response=3020 chars
2026-07-17 14:22:18,430 INFO gateway.platforms.base: [Telegram] Sending response (3020 chars) to -1003707758328
2026-07-17 14:25:00,853 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (1949 chars)
2026-07-17 14:25:00,875 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tôi cần assign grill-qa review qua plan này, gửi lại original brief của tôi  “Ok' reply_to_id=12 reply_to_text=''
2026-07-17 14:25:01,300 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 14:25:01,407 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=87 msg='[NN Vo] tôi cần assign grill-qa review qua plan này, gửi lại original brief của ...'
2026-07-17 14:25:01,545 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9427 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:25:06,523 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9427 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:25:06,525 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #112: model=default provider=custom in=76234 out=606 total=76840 latency=5.0s cache=68981/76234 (90%)
2026-07-17 14:25:06,806 INFO [20260712_081412_654c5f58] agent.tool_executor: tool write_file completed (0.25s, 299 chars)
2026-07-17 14:25:06,861 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9434 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:25:09,980 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9434 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:25:09,980 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #113: model=default provider=custom in=77134 out=556 total=77690 latency=3.1s cache=73037/77134 (95%)
2026-07-17 14:25:10,152 INFO [20260712_081412_654c5f58] agent.tool_executor: tool write_file completed (0.14s, 315 chars)
2026-07-17 14:25:10,190 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9441 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:25:11,728 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9441 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:25:11,728 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #114: model=default provider=custom in=77912 out=284 total=78196 latency=1.6s cache=73035/77912 (94%)
2026-07-17 14:25:12,945 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (1.19s, 91 chars)
2026-07-17 14:25:12,986 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9443 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:25:15,023 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9443 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:25:15,024 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #115: model=default provider=custom in=78237 out=196 total=78433 latency=2.1s cache=73028/78237 (93%)
2026-07-17 14:25:15,045 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/60 budget=4/60 tool_turns=35 last_msg_role=assistant response_len=626 session=20260712_081412_654c5f58
2026-07-17 14:25:15,086 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=14.2s api_calls=4 response=626 chars
2026-07-17 14:25:15,132 INFO gateway.platforms.base: [Telegram] Sending response (626 chars) to -1003707758328
2026-07-17 14:25:39,186 INFO gateway.run: kanban dispatcher [research-hub]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-17 14:32:40,003 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[731560]
2026-07-17 14:35:23,004 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (706 chars)
2026-07-17 14:35:23,033 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='sửa original brief vấn đề 1 chút: - Đặt nghi vấn các nghị định, quy hoạch, kế ho' reply_to_id=12 reply_to_text=''
2026-07-17 14:35:23,274 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 14:35:23,411 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=95 msg='[NN Vo] sửa original brief vấn đề 1 chút: - Đặt nghi vấn các nghị định, quy hoạc...'
2026-07-17 14:35:23,497 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9444 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:35:33,909 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9444 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:35:33,911 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #116: model=default provider=custom in=78058 out=1305 total=79363 latency=10.4s
2026-07-17 14:35:34,240 INFO [20260712_081412_654c5f58] agent.tool_executor: tool patch completed (0.27s, 4579 chars)
2026-07-17 14:35:34,282 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9453 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:35:36,288 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9453 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 14:35:36,289 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #117: model=default provider=custom in=81060 out=142 total=81202 latency=2.0s cache=73047/81060 (90%)
2026-07-17 14:35:36,323 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=36 last_msg_role=assistant response_len=473 session=20260712_081412_654c5f58
2026-07-17 14:35:36,395 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=13.4s api_calls=2 response=473 chars
2026-07-17 14:35:36,512 INFO gateway.platforms.base: [Telegram] Sending response (473 chars) to -1003707758328
2026-07-17 15:30:21,308 INFO cron.scheduler: Running job 'rotate-gs-proxy' (ID: 22df2c51a45d)
2026-07-17 15:30:21,309 INFO cron.scheduler: Prompt: [IMPORTANT: You are running as a scheduled cron job. DELIVERY: Your final response will be automatic
2026-07-17 15:30:21,452 INFO cron.scheduler: Job '22df2c51a45d': 61 MCP tool(s) available
2026-07-17 15:30:21,569 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=cron-parallel_0:135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 15:30:21,864 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 15:30:21,893 INFO [cron_22df2c51a45d_20260717_153021] agent.turn_context: conversation turn: session=cron_22df2c51a45d_20260717_153021 model=default provider=custom platform=cron history=0 msg='[IMPORTANT: You are running as a scheduled cron job. DELIVERY: Your final respon...'
2026-07-17 15:30:22,336 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9454 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 15:30:35,694 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9454 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 15:30:35,696 INFO [cron_22df2c51a45d_20260717_153021] agent.conversation_loop: API call #1: model=default provider=custom in=27413 out=350 total=27763 latency=13.4s
2026-07-17 15:30:35,849 INFO [cron_22df2c51a45d_20260717_153021] agent.tool_executor: tool read_file completed (0.13s, 4276 chars)
2026-07-17 15:30:35,891 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9459 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 15:30:37,508 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9459 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 15:30:37,508 INFO [cron_22df2c51a45d_20260717_153021] agent.conversation_loop: API call #2: model=default provider=custom in=29181 out=48 total=29229 latency=1.6s
2026-07-17 15:30:39,117 INFO [cron_22df2c51a45d_20260717_153021] agent.tool_executor: tool terminal completed (1.59s, 91 chars)
2026-07-17 15:30:39,233 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9461 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 15:30:40,583 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9461 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 15:30:40,584 INFO [cron_22df2c51a45d_20260717_153021] agent.conversation_loop: API call #3: model=default provider=custom in=29447 out=93 total=29540 latency=1.4s cache=24198/29447 (82%)
2026-07-17 15:30:40,606 INFO [cron_22df2c51a45d_20260717_153021] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=3/60 tool_turns=2 last_msg_role=assistant response_len=2 session=cron_22df2c51a45d_20260717_153021
2026-07-17 15:30:40,612 INFO cron.scheduler: Job 'rotate-gs-proxy' completed successfully
2026-07-17 15:30:40,653 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=cron-parallel_0:135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 15:42:11,140 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (159 chars)
2026-07-17 15:42:11,165 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='bổ sung thêm trụ cột số 7: Cộng đồng & Bền vững  Các skill được nhắc tới trong c' reply_to_id=12 reply_to_text=''
2026-07-17 15:42:11,507 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 15:42:11,614 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=99 msg='[NN Vo] bổ sung thêm trụ cột số 7: Cộng đồng & Bền vững  Các skill được nhắc tới...'
2026-07-17 15:42:11,689 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9462 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 15:42:19,858 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9462 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 15:42:19,860 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #118: model=default provider=custom in=81061 out=1343 total=82404 latency=8.2s
2026-07-17 15:42:20,275 INFO [20260712_081412_654c5f58] agent.tool_executor: tool patch completed (0.38s, 4950 chars)
2026-07-17 15:42:20,323 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9471 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 15:42:22,396 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9471 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 15:42:22,397 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #119: model=default provider=custom in=84208 out=127 total=84335 latency=2.1s cache=77120/84208 (92%)
2026-07-17 15:42:22,440 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=37 last_msg_role=assistant response_len=398 session=20260712_081412_654c5f58
2026-07-17 15:42:22,472 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=11.3s api_calls=2 response=398 chars
2026-07-17 15:42:22,510 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 15:42:22,527 INFO gateway.platforms.base: [Telegram] Sending response (398 chars) to -1003707758328
2026-07-17 15:42:22,612 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 15:42:22,636 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=103 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-17 15:42:22,676 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9472 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 15:42:25,730 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9472 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 15:42:25,731 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=85288 out=325 total=85613 latency=3.1s
2026-07-17 15:42:26,439 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.70s): {"success": false, "error": "Skill 'research/notebooklm-research' not found in active profile 'default'. Use skills_list() to see available skills."}
2026-07-17 15:42:26,475 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9473 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 15:42:27,742 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9473 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 15:42:27,743 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=85848 out=10 total=85858 latency=1.3s cache=81182/85848 (95%)
2026-07-17 15:42:27,968 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skills_list completed (0.22s, 21920 chars)
2026-07-17 15:42:28,005 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9474 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 15:42:29,039 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9474 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 15:42:29,041 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #3: model=default provider=custom in=91600 out=19 total=91619 latency=1.1s cache=81220/91600 (89%)
2026-07-17 15:42:29,134 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_view completed (0.09s, 11509 chars)
2026-07-17 15:42:29,179 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9475 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 15:42:34,808 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9475 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 15:42:34,812 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #4: model=default provider=custom in=95598 out=422 total=96020 latency=5.7s
2026-07-17 15:42:34,819 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/16 budget=4/16 tool_turns=40 last_msg_role=assistant response_len=1610 session=20260712_081412_654c5f58
2026-07-17 15:42:34,826 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 15:47:11,961 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Cached user photo at /root/.hermes/cache/images/img_5275f988304a.jpg
2026-07-17 15:47:12,763 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing photo batch agent:main:telegram:group:-1003707758328:12:photo-burst with 1 image(s)
2026-07-17 15:47:12,782 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='Phần này sửa lại: “Các tác động chiến lược: Phân tích đối trọng giữa VN và TL tr' reply_to_id=12 reply_to_text=''
2026-07-17 15:47:13,044 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 15:47:13,125 INFO gateway.run: Image routing: text (mode=text). Pre-analyzing 1 image(s) via vision_analyze.
2026-07-17 15:47:13,126 INFO tools.vision_tools: Analyzing image: /root/.hermes/cache/images/img_5275f988304a.jpg
2026-07-17 15:47:13,126 INFO tools.vision_tools: User prompt: Describe everything visible in this image in thorough detail. Include any text, code, data, objects,
2026-07-17 15:47:13,132 INFO tools.vision_tools: Image ready (157.4 KB)
2026-07-17 15:47:13,133 INFO tools.vision_tools: Converting image to base64...
2026-07-17 15:47:13,135 INFO tools.vision_tools: Image converted to base64 (209.9 KB)
2026-07-17 15:47:13,135 INFO tools.vision_tools: Processing image with vision model...
2026-07-17 15:47:28,909 INFO tools.vision_tools: Image analysis completed (5973 characters)
2026-07-17 15:47:28,998 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=103 msg="[The user sent an image~ Here's what I can see: This image displays a screenshot..."
2026-07-17 15:47:29,085 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9476 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 15:48:03,368 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9476 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 15:48:03,369 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #120: model=default provider=custom in=87232 out=7126 total=94358 latency=34.3s
2026-07-17 15:48:03,404 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=37 last_msg_role=assistant response_len=7792 session=20260712_081412_654c5f58
2026-07-17 15:48:03,430 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=50.6s api_calls=1 response=7792 chars
2026-07-17 15:48:03,473 INFO gateway.platforms.base: [Telegram] Sending response (7792 chars) to -1003707758328
2026-07-17 15:48:53,691 INFO gateway.run: Image cache cleanup: removed 1 stale file(s)
2026-07-17 15:49:26,364 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (132 chars)
2026-07-17 15:49:26,380 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tôi ko hề thấy file brief cập nhật, 6 trụ cột trong original brief cũng chưa đượ' reply_to_id=12 reply_to_text=''
2026-07-17 15:49:26,525 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 15:49:26,612 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=105 msg='[NN Vo] tôi ko hề thấy file brief cập nhật, 6 trụ cột trong original brief cũng ...'
2026-07-17 15:49:26,675 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9477 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 15:49:31,265 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9477 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 15:49:31,266 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #121: model=default provider=custom in=89508 out=545 total=90053 latency=4.6s
2026-07-17 15:49:31,294 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=37 last_msg_role=assistant response_len=1171 session=20260712_081412_654c5f58
2026-07-17 15:49:31,316 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=4.9s api_calls=1 response=1171 chars
2026-07-17 15:49:31,349 INFO gateway.platforms.base: [Telegram] Sending response (1171 chars) to -1003707758328
2026-07-17 15:50:17,527 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (144 chars)
2026-07-17 15:50:17,539 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='bạn tự đọc lại xem có sửa chưa  https://vmi3427693.tail8c1aaf.ts.net/files/opt/a' reply_to_id=12 reply_to_text=''
2026-07-17 15:50:17,690 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 15:50:17,789 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=107 msg='[NN Vo] bạn tự đọc lại xem có sửa chưa  https://vmi3427693.tail8c1aaf.ts.net/fil...'
2026-07-17 15:50:17,851 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9478 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 15:50:55,284 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9478 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 15:50:55,285 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #122: model=default provider=custom in=88661 out=123 total=88784 latency=37.5s
2026-07-17 15:50:55,434 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.12s, 4111 chars)
2026-07-17 15:50:55,478 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9483 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 15:51:00,026 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9483 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 15:51:00,027 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #123: model=default provider=custom in=90120 out=2013 total=92133 latency=4.6s cache=85265/90120 (95%)
2026-07-17 15:51:00,238 INFO [20260712_081412_654c5f58] agent.tool_executor: tool write_file completed (0.18s, 299 chars)
2026-07-17 15:51:00,305 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9490 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 15:53:14,575 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9490 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 15:53:14,579 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #124: model=default provider=custom in=92238 out=239 total=92477 latency=134.3s cache=85276/92238 (92%)
2026-07-17 15:53:14,680 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=3/60 tool_turns=39 last_msg_role=assistant response_len=734 session=20260712_081412_654c5f58
2026-07-17 15:53:14,720 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=177.2s api_calls=3 response=734 chars
2026-07-17 15:53:14,788 INFO gateway.platforms.base: [Telegram] Sending response (734 chars) to -1003707758328
2026-07-17 15:53:14,807 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 15:53:14,905 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 15:53:14,928 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=113 msg='Review the conversation above and consider saving to memory if appropriate.  Foc...'
2026-07-17 15:53:14,976 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9491 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 15:53:34,903 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9491 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 15:53:34,905 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=92389 out=988 total=93377 latency=19.9s
2026-07-17 15:53:34,918 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool memory returned error (0.01s): {"success": false, "error": "After applying all 2 operations, memory would be at 1,645/1,375 chars -- over the limit. Remove or shorten more entries in the same batch (see current_entries below), then
2026-07-17 15:53:34,958 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9492 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 15:53:36,943 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9492 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 15:53:36,945 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=92921 out=300 total=93221 latency=2.0s cache=85269/92921 (92%)
2026-07-17 15:53:36,962 INFO [20260712_081412_654c5f58] agent.tool_executor: tool memory completed (0.01s, 209 chars)
2026-07-17 15:53:37,012 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9493 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 15:54:14,485 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9493 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 15:54:14,486 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #3: model=default provider=custom in=93301 out=194 total=93495 latency=37.5s
2026-07-17 15:54:14,504 INFO [20260712_081412_654c5f58] agent.tool_executor: tool memory completed (0.01s, 211 chars)
2026-07-17 15:54:14,542 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9494 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 15:54:50,417 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9494 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 15:54:50,417 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #4: model=default provider=custom in=93575 out=62 total=93637 latency=35.9s cache=89259/93575 (95%)
2026-07-17 15:54:50,423 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/16 budget=4/16 tool_turns=42 last_msg_role=assistant response_len=344 session=20260712_081412_654c5f58
2026-07-17 15:54:50,428 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:12:29,482 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (1315 chars)
2026-07-17 16:12:29,503 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='hoàn toàn ko đúng logic tạo 2 cronjob này. Tôi nghĩ rằng: - Notebooklm sync vẫn ' reply_to_id=12 reply_to_text=''
2026-07-17 16:12:29,795 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 16:12:29,909 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=113 msg='[NN Vo] hoàn toàn ko đúng logic tạo 2 cronjob này. Tôi nghĩ rằng: - Notebooklm s...'
2026-07-17 16:12:29,996 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9495 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:13:09,899 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9495 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:13:09,902 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #125: model=default provider=custom in=92815 out=3675 total=96490 latency=39.9s
2026-07-17 16:13:10,136 INFO [20260712_081412_654c5f58] agent.tool_executor: tool write_file completed (0.21s, 299 chars)
2026-07-17 16:13:10,183 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9502 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:13:45,469 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9502 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:13:45,470 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #126: model=default provider=custom in=94980 out=1569 total=96549 latency=35.3s cache=89347/94980 (94%)
2026-07-17 16:13:45,659 INFO [20260712_081412_654c5f58] agent.tool_executor: tool write_file completed (0.16s, 525 chars)
2026-07-17 16:13:45,704 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9509 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:14:12,268 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9509 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:14:12,269 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #127: model=default provider=custom in=98181 out=414 total=98595 latency=26.6s
2026-07-17 16:14:12,303 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=3/60 tool_turns=41 last_msg_role=assistant response_len=1399 session=20260712_081412_654c5f58
2026-07-17 16:14:12,330 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=102.8s api_calls=3 response=1399 chars
2026-07-17 16:14:12,380 INFO gateway.platforms.base: [Telegram] Sending response (1399 chars) to -1003707758328
2026-07-17 16:17:22,948 INFO cron.scheduler: Running job 'Fulbright Brand Monitoring' (ID: 476c036bd728)
2026-07-17 16:17:22,949 INFO cron.scheduler: Prompt: [IMPORTANT: The user has invoked the "topic-news-digest-social-listening" skill, indicating they wan
2026-07-17 16:17:23,040 INFO cron.scheduler: Job '476c036bd728': 61 MCP tool(s) available
2026-07-17 16:17:23,121 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=cron-parallel_0:135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:17:23,486 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 16:17:23,542 INFO [cron_476c036bd728_20260717_161722] agent.turn_context: conversation turn: session=cron_476c036bd728_20260717_161722 model=default provider=custom platform=cron history=0 msg='[IMPORTANT: The user has invoked the "topic-news-digest-social-listening" skill,...'
2026-07-17 16:17:23,645 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9510 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:18:34,255 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9510 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:18:34,256 INFO [cron_476c036bd728_20260717_161722] agent.conversation_loop: API call #1: model=default provider=custom in=13562 out=747 total=14309 latency=70.6s
2026-07-17 16:18:34,368 INFO tools.web_tools: Web search via ddgs: 'Fulbright University Vietnam "FUV" "FSPPM" news July 2026' (limit: 5)
2026-07-17 16:18:34,385 INFO tools.web_tools: Web search via ddgs: '"Đại học Fulbright Việt Nam" tin tức mới nhất tháng 7 2026' (limit: 5)
2026-07-17 16:18:34,391 INFO tools.web_tools: Web search via ddgs: 'Fulbright University Vietnam controversy social media Vietnam 2026' (limit: 5)
2026-07-17 16:18:34,571 INFO primp: response: https://en.wikipedia.org/w/api.php?action=opensearch&profile=fuzzy&limit=1&search=%22%C4%90%E1%BA%A1i%20h%E1%BB%8Dc%20Fulbright%20Vi%E1%BB%87t%20Nam%22%20tin%20t%E1%BB%A9c%20m%E1%BB%9Bi%20nh%E1%BA%A5t%20th%C3%A1ng%207%202026 403
2026-07-17 16:18:34,574 INFO primp: response: https://en.wikipedia.org/w/api.php?action=opensearch&profile=fuzzy&limit=1&search=Fulbright%20University%20Vietnam%20%22FUV%22%20%22FSPPM%22%20news%20July%202026 403
2026-07-17 16:18:34,574 INFO primp: response: https://en.wikipedia.org/w/api.php?action=opensearch&profile=fuzzy&limit=1&search=Fulbright%20University%20Vietnam%20controversy%20social%20media%20Vietnam%202026 403
2026-07-17 16:18:34,705 INFO primp: response: https://grokipedia.com/api/typeahead?query=Fulbright+University+Vietnam+%22FUV%22+%22FSPPM%22+news+July+2026&limit=1 200
2026-07-17 16:18:34,770 INFO primp: response: https://grokipedia.com/api/typeahead?query=%22%C4%90%E1%BA%A1i+h%E1%BB%8Dc+Fulbright+Vi%E1%BB%87t+Nam%22+tin+t%E1%BB%A9c+m%E1%BB%9Bi+nh%E1%BA%A5t+th%C3%A1ng+7+2026&limit=1 200
2026-07-17 16:18:34,874 INFO primp: response: https://www.startpage.com/sp/captcha/?bc=FR&bi=Contabo+GmbH&be=1062b3a36e318ab3c737b002ba691448&bds_t=1784297914T4aa53d9b72459dc59b8e08713de34065911d5d6f3072ab798e299de38789324a&bds_s=f1823de25ba947b4a034f08dc8ca25b2&bds_cq=&language=english&lui=english&segment=startpage.opera&t=device&query=&cat=web&sc=665xzJlcgyIL8ezI37lVnyeI5qCFhI0gfMGEmkmZJB84vMi776PAXqE9EwjdViAzWi18S3Kqpfvk8N82F&cmd=gen_page 200
2026-07-17 16:18:34,902 INFO primp: response: https://grokipedia.com/api/typeahead?query=Fulbright+University+Vietnam+controversy+social+media+Vietnam+2026&limit=1 200
2026-07-17 16:18:34,983 INFO primp: response: https://www.google.com/search?q=Fulbright+University+Vietnam+controversy+social+media+Vietnam+2026&filter=1&start=0&hl=en-US&lr=lang_en&cr=countryUS 200
2026-07-17 16:18:35,010 INFO primp: response: https://search.yahoo.com/search;_ylt=iS8hpI3NSeNZWCmhawM7sxb8;_ylu=ENnJv1hu-itOXzJV9kkNHWi37zCKS5EEQfm4xKLWbVvsPPs?p=%22%C4%90%E1%BA%A1i+h%E1%BB%8Dc+Fulbright+Vi%E1%BB%87t+Nam%22+tin+t%E1%BB%A9c+m%E1%BB%9Bi+nh%E1%BA%A5t+th%C3%A1ng+7+2026 200
2026-07-17 16:18:35,337 INFO primp: response: https://www.startpage.com/sp/captcha/?bc=FR&bi=Contabo+GmbH&be=1062b3a36e318ab3c737b002ba691448&bds_t=1784297914T4aa53d9b72459dc59b8e08713de34065911d5d6f3072ab798e299de38789324a&bds_s=c44bd67e68fc49d9bbc857e9696ce7af&bds_cq=&abd=0&qsr=en_US&sc=&lui=english&abp=1&t=device&abe=0&qadf=moderate&segment=organic&language=english&query=Fulbright+University+Vietnam+%22FUV%22+%22FSPPM%22+news+July+2026&cat=web&cmd=gen_page 200
2026-07-17 16:18:35,630 INFO primp: response: https://yandex.com/search/site/?text=Fulbright+University+Vietnam+controversy+social+media+Vietnam+2026&web=1&searchid=9387866 200
2026-07-17 16:18:35,705 INFO plugins.web.ddgs.provider: DDGS search 'Fulbright University Vietnam controversy social media Vietnam 2026': 5 results (limit 5)
2026-07-17 16:18:35,706 INFO agent.tool_executor: tool web_search completed (1.38s, 2481 chars)
2026-07-17 16:18:35,839 INFO primp: response: https://yandex.com/search/site/?text=Fulbright+University+Vietnam+%22FUV%22+%22FSPPM%22+news+July+2026&web=1&searchid=9449844 200
2026-07-17 16:18:35,854 INFO plugins.web.ddgs.provider: DDGS search 'Fulbright University Vietnam "FUV" "FSPPM" news July 2026': 5 results (limit 5)
2026-07-17 16:18:35,855 INFO agent.tool_executor: tool web_search completed (1.53s, 2525 chars)
2026-07-17 16:18:36,405 INFO primp: response: https://search.brave.com/search?q=%22%C4%90%E1%BA%A1i+h%E1%BB%8Dc+Fulbright+Vi%E1%BB%87t+Nam%22+tin+t%E1%BB%A9c+m%E1%BB%9Bi+nh%E1%BA%A5t+th%C3%A1ng+7+2026&source=web 200
2026-07-17 16:18:36,436 INFO plugins.web.ddgs.provider: DDGS search '"Đại học Fulbright Việt Nam" tin tức mới nhất tháng 7 2026': 5 results (limit 5)
2026-07-17 16:18:36,437 INFO agent.tool_executor: tool web_search completed (2.11s, 2175 chars)
2026-07-17 16:18:36,501 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9511 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:18:48,572 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9511 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:18:48,574 INFO [cron_476c036bd728_20260717_161722] agent.conversation_loop: API call #2: model=default provider=custom in=16460 out=149 total=16609 latency=12.1s
2026-07-17 16:18:48,616 INFO [cron_476c036bd728_20260717_161722] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=1 last_msg_role=assistant response_len=8 session=cron_476c036bd728_20260717_161722
2026-07-17 16:18:48,626 INFO cron.scheduler: Job 'Fulbright Brand Monitoring' completed successfully
2026-07-17 16:18:48,691 INFO cron.scheduler: Job '476c036bd728': agent returned [SILENT] — skipping delivery
2026-07-17 16:18:48,692 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=cron-parallel_0:135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:20:51,117 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (308 chars)
2026-07-17 16:20:51,134 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='khá hơn rất nhiều. Nhưng cron job 1 & 2 prompt chưa nói rõ rằng mỗi 1 lần kích h' reply_to_id=12 reply_to_text=''
2026-07-17 16:20:51,359 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 16:20:51,449 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=119 msg='[NN Vo] khá hơn rất nhiều. Nhưng cron job 1 & 2 prompt chưa nói rõ rằng mỗi 1 lầ...'
2026-07-17 16:20:51,516 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9512 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:21:11,116 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9512 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:21:11,116 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #128: model=default provider=custom in=97147 out=1002 total=98149 latency=19.6s
2026-07-17 16:21:11,448 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool patch returned error (0.30s): {"success": false, "error": "Could not find a match for old_string in the file\n\nDid you mean one of these sections?\n  35| ---\n  36| \n  37| ## 3. Thiết lập Hệ thống Cron Job & Automation\n  38| \n
2026-07-17 16:21:11,499 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9514 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:21:16,552 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9514 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:21:16,553 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #129: model=default provider=custom in=99084 out=1218 total=100302 latency=5.1s cache=93418/99084 (94%)
2026-07-17 16:21:16,787 INFO [20260712_081412_654c5f58] agent.tool_executor: tool write_file completed (0.21s, 299 chars)
2026-07-17 16:21:16,852 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9521 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:21:19,696 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9521 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:21:19,697 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #130: model=default provider=custom in=100596 out=144 total=100740 latency=2.9s cache=93421/100596 (93%)
2026-07-17 16:21:19,721 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=3/60 tool_turns=43 last_msg_role=assistant response_len=448 session=20260712_081412_654c5f58
2026-07-17 16:21:19,748 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=28.6s api_calls=3 response=448 chars
2026-07-17 16:21:19,789 INFO gateway.platforms.base: [Telegram] Sending response (448 chars) to -1003707758328
2026-07-17 16:25:12,100 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (240 chars)
2026-07-17 16:25:12,146 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='nó đúng nhưng bạn lại rút gọn nó còn 3 task nhỏ, trong khi version trước đó 1 cr' reply_to_id=12 reply_to_text=''
2026-07-17 16:25:12,443 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 16:25:12,569 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=125 msg='[NN Vo] nó đúng nhưng bạn lại rút gọn nó còn 3 task nhỏ, trong khi version trước...'
2026-07-17 16:25:12,674 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9522 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:25:30,070 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9522 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:25:30,072 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #131: model=default provider=custom in=100427 out=776 total=101203 latency=17.4s
2026-07-17 16:25:30,521 INFO [20260712_081412_654c5f58] agent.tool_executor: tool write_file completed (0.39s, 299 chars)
2026-07-17 16:25:30,577 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9529 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:25:33,411 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9529 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:25:33,414 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #132: model=default provider=custom in=101497 out=228 total=101725 latency=2.9s cache=93419/101497 (92%)
2026-07-17 16:25:33,444 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=44 last_msg_role=assistant response_len=782 session=20260712_081412_654c5f58
2026-07-17 16:25:33,507 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=21.4s api_calls=2 response=782 chars
2026-07-17 16:25:33,579 INFO gateway.platforms.base: [Telegram] Sending response (782 chars) to -1003707758328
2026-07-17 16:43:25,017 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (3543 chars)
2026-07-17 16:43:25,041 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='update nội dung phần “## Thiết kế pipeline kanban” thành nội dung bên dưới  Cron' reply_to_id=12 reply_to_text=''
2026-07-17 16:43:25,278 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 16:43:25,366 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=129 msg='[NN Vo] update nội dung phần “## Thiết kế pipeline kanban” thành nội dung bên dư...'
2026-07-17 16:43:25,504 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9530 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:43:42,283 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9530 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:43:42,285 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #133: model=default provider=custom in=102547 out=1557 total=104104 latency=16.8s
2026-07-17 16:43:42,504 INFO [20260712_081412_654c5f58] agent.tool_executor: tool write_file completed (0.19s, 299 chars)
2026-07-17 16:43:42,555 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9537 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:43:44,622 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9537 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:43:44,623 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #134: model=default provider=custom in=104398 out=161 total=104559 latency=2.1s cache=97490/104398 (93%)
2026-07-17 16:43:44,651 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=45 last_msg_role=assistant response_len=546 session=20260712_081412_654c5f58
2026-07-17 16:43:44,693 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=19.7s api_calls=2 response=546 chars
2026-07-17 16:43:44,732 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:43:44,755 INFO gateway.platforms.base: [Telegram] Sending response (546 chars) to -1003707758328
2026-07-17 16:43:44,841 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 16:43:44,864 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=133 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-17 16:43:44,912 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9538 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:43:48,310 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9538 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:43:48,314 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=105512 out=179 total=105691 latency=3.4s
2026-07-17 16:43:48,853 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.54s): {"success": false, "error": "Skill 'research/research-pipeline' not found in active profile 'default'. Use skills_list() to see available skills."}
2026-07-17 16:43:48,901 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9539 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:43:50,208 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9539 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:43:50,209 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=105925 out=10 total=105935 latency=1.3s cache=101553/105925 (96%)
2026-07-17 16:43:50,284 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skills_list completed (0.07s, 21920 chars)
2026-07-17 16:43:50,333 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9540 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:44:31,630 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9540 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:44:31,632 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #3: model=default provider=custom in=111394 out=862 total=112256 latency=41.3s
2026-07-17 16:44:31,664 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.03s): {"success": false, "error": "Refusing background curator patch for skill 'notebooklm-research': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md
2026-07-17 16:44:31,707 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9541 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:44:43,767 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9541 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:44:43,767 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #4: model=default provider=custom in=112355 out=19 total=112374 latency=12.1s
2026-07-17 16:44:43,857 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_view completed (0.08s, 11509 chars)
2026-07-17 16:44:43,903 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9542 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:44:46,816 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9542 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:44:46,817 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #5: model=default provider=custom in=115325 out=867 total=116192 latency=2.9s
2026-07-17 16:44:46,860 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_manage completed (0.04s, 543 chars)
2026-07-17 16:44:46,902 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9543 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:44:53,200 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9543 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:44:53,202 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #6: model=default provider=custom in=116354 out=164 total=116518 latency=6.3s cache=109739/116354 (94%)
2026-07-17 16:44:53,209 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=6/16 budget=6/16 tool_turns=50 last_msg_role=assistant response_len=591 session=20260712_081412_654c5f58
2026-07-17 16:44:53,216 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:45:31,137 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (95 chars)
2026-07-17 16:45:31,153 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='ok delegate brief này cho grill-qa review và báo lại tôi cần sửa gì về mặt cấu t' reply_to_id=12 reply_to_text=''
2026-07-17 16:45:31,334 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 16:45:31,442 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=133 msg='[NN Vo] ok delegate brief này cho grill-qa review và báo lại tôi cần sửa gì về m...'
2026-07-17 16:45:31,470 INFO [20260712_081412_654c5f58] agent.turn_context: Preflight compression: ~129,710 tokens >= 128,000 threshold (model default, ctx 256,000)
2026-07-17 16:45:31,473 INFO [20260712_081412_654c5f58] agent.conversation_compression: context compression started: session=20260712_081412_654c5f58 messages=134 tokens=~129,710 model=default focus=None
2026-07-17 16:45:31,507 INFO [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-17 16:45:47,287 INFO [20260712_081412_654c5f58] agent.conversation_compression: context compression done: session=20260712_081412_654c5f58 messages=134->106 rough_tokens=~79,548 awaiting_real_usage=true
2026-07-17 16:45:47,353 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9544 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:45:51,082 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9544 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:45:51,085 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #135: model=default provider=custom in=71187 out=565 total=71752 latency=3.8s
2026-07-17 16:45:51,803 INFO [20260712_081412_654c5f58] agent.tool_executor: tool search_files completed (0.70s, 18 chars)
2026-07-17 16:45:51,854 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9548 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:45:53,964 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9548 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:45:53,965 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #136: model=default provider=custom in=71228 out=25 total=71253 latency=2.1s
2026-07-17 16:45:54,363 INFO [20260712_081412_654c5f58] agent.tool_executor: tool search_files completed (0.36s, 18 chars)
2026-07-17 16:45:54,436 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9552 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:45:57,129 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9552 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:45:57,129 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #137: model=default provider=custom in=71269 out=16 total=71285 latency=2.7s
2026-07-17 16:45:57,251 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skills_list completed (0.10s, 3258 chars)
2026-07-17 16:45:57,321 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9553 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:45:58,540 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9553 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:45:58,542 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #138: model=default provider=custom in=72109 out=19 total=72128 latency=1.2s cache=64813/72109 (90%)
2026-07-17 16:45:58,636 WARNING [20260712_081412_654c5f58] tools.skills_tool: Skill name collision for 'research-critism': 3 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-critism/SKILL.md
2026-07-17 16:45:58,638 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.08s): {"success": false, "error": "Ambiguous skill name 'research-critism': 3 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", 
2026-07-17 16:45:58,680 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9554 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:46:00,112 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9554 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:46:00,112 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #139: model=default provider=custom in=72297 out=45 total=72342 latency=1.4s cache=64809/72297 (90%)
2026-07-17 16:46:00,263 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.12s, 7453 chars)
2026-07-17 16:46:00,320 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9559 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:46:02,946 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9559 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:46:02,948 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #140: model=default provider=custom in=74669 out=346 total=75015 latency=2.7s cache=68879/74669 (92%)
2026-07-17 16:46:03,079 INFO [20260712_081412_654c5f58] run_agent: OpenAI client created (agent_init, shared=True) thread=hermes-gateway_0:135524911138496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:46:03,228 INFO [20260712_081412_654c5f58] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 16:46:03,269 INFO [20260712_081412_654c5f58] tools.async_delegation: Dispatched async delegation batch deleg_3dae428f (1 task(s), session_key=agent:main:telegram:group:-1003707758328:12)
2026-07-17 16:46:03,270 INFO [20260712_081412_654c5f58] agent.tool_executor: tool delegate_task completed (0.27s, 395 chars)
2026-07-17 16:46:03,285 INFO [20260717_164603_673c97] agent.turn_context: conversation turn: session=20260717_164603_673c97 model=default provider=custom platform=subagent history=0 msg='Grill QA Review bản brief nghiên cứu thể chế du lịch VN-TL và đề xuất sửa đổi cấ...'
2026-07-17 16:46:03,384 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9561 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:46:03,586 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9562 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:46:05,582 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9561 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:46:05,585 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #141: model=default provider=custom in=75133 out=204 total=75337 latency=2.2s cache=68878/75133 (92%)
2026-07-17 16:46:05,617 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=7/60 budget=7/60 tool_turns=42 last_msg_role=assistant response_len=694 session=20260712_081412_654c5f58
2026-07-17 16:46:05,655 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=34.5s api_calls=7 response=694 chars
2026-07-17 16:46:05,723 INFO gateway.platforms.base: [Telegram] Sending response (694 chars) to -1003707758328
2026-07-17 16:46:06,305 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9562 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:46:06,309 INFO [20260717_164603_673c97] agent.conversation_loop: API call #1: model=default provider=custom in=24705 out=454 total=25159 latency=2.7s
2026-07-17 16:46:06,423 INFO [20260717_164603_673c97] agent.tool_executor: tool skills_list completed (0.06s, 21920 chars)
2026-07-17 16:46:06,462 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9563 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:46:08,457 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9563 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:46:08,459 INFO [20260717_164603_673c97] agent.conversation_loop: API call #2: model=default provider=custom in=30304 out=217 total=30521 latency=2.0s
2026-07-17 16:46:08,547 WARNING [20260717_164603_673c97] tools.skills_tool: Skill name collision for 'research-critism': 3 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-critism/SKILL.md
2026-07-17 16:46:08,548 WARNING [20260717_164603_673c97] agent.tool_executor: Tool skill_view returned error (0.06s): {"success": false, "error": "Ambiguous skill name 'research-critism': 3 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", 
2026-07-17 16:46:08,580 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9564 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:46:09,851 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9564 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:46:09,852 INFO [20260717_164603_673c97] agent.conversation_loop: API call #3: model=default provider=custom in=30492 out=21 total=30513 latency=1.3s
2026-07-17 16:46:09,961 WARNING [20260717_164603_673c97] tools.skills_tool: Skill name collision for 'research/research-critism': 2 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-critism/SKILL.md
2026-07-17 16:46:09,962 WARNING [20260717_164603_673c97] agent.tool_executor: Tool skill_view returned error (0.09s): {"success": false, "error": "Ambiguous skill name 'research/research-critism': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized
2026-07-17 16:46:09,996 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9565 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:46:11,226 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9565 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:46:11,227 INFO [20260717_164603_673c97] agent.conversation_loop: API call #4: model=default provider=custom in=30662 out=44 total=30706 latency=1.2s
2026-07-17 16:46:11,421 INFO [20260717_164603_673c97] agent.tool_executor: tool read_file completed (0.15s, 9060 chars)
2026-07-17 16:46:11,476 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9570 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:48:24,619 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9570 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:48:24,620 INFO [20260717_164603_673c97] agent.conversation_loop: API call #5: model=default provider=custom in=33784 out=523 total=34307 latency=133.2s
2026-07-17 16:48:24,720 INFO [20260717_164603_673c97] agent.tool_executor: tool read_file completed (0.08s, 5493 chars)
2026-07-17 16:48:24,749 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9575 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:48:42,892 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9575 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:48:42,894 INFO [20260717_164603_673c97] agent.conversation_loop: API call #6: model=default provider=custom in=35579 out=444 total=36023 latency=18.2s cache=28312/35579 (80%)
2026-07-17 16:48:44,638 INFO [20260717_164603_673c97] agent.tool_executor: tool search_files completed (1.67s, 2739 chars)
2026-07-17 16:48:44,674 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9578 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:48:46,278 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9578 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:48:46,279 INFO [20260717_164603_673c97] agent.conversation_loop: API call #7: model=default provider=custom in=37328 out=24 total=37352 latency=1.6s cache=28325/37328 (76%)
2026-07-17 16:48:46,445 INFO [20260717_164603_673c97] agent.tool_executor: tool search_files completed (0.14s, 637 chars)
2026-07-17 16:48:46,473 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9581 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:49:20,183 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9581 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:49:20,185 INFO [20260717_164603_673c97] agent.conversation_loop: API call #8: model=default provider=custom in=37587 out=31 total=37618 latency=33.7s
2026-07-17 16:49:20,251 INFO [20260717_164603_673c97] agent.tool_executor: tool terminal completed (0.03s, 5244 chars)
2026-07-17 16:49:20,294 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9583 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:49:28,128 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (238 chars)
2026-07-17 16:49:28,150 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='ko cần, nhưng sau khi grill-qa hoàn tất thì update cho tôi findings  vì tôi còn ' reply_to_id=12 reply_to_text=''
2026-07-17 16:49:28,291 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 16:49:28,392 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=119 msg='[NN Vo] ko cần, nhưng sau khi grill-qa hoàn tất thì update cho tôi findings  vì ...'
2026-07-17 16:49:28,448 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9584 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:49:39,290 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9583 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:49:39,293 INFO [20260717_164603_673c97] agent.conversation_loop: API call #9: model=default provider=custom in=39154 out=40 total=39194 latency=19.0s
2026-07-17 16:49:39,381 INFO [20260717_164603_673c97] agent.tool_executor: tool terminal completed (0.05s, 45 chars)
2026-07-17 16:49:39,451 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9586 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:49:46,318 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9584 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:49:46,319 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #142: model=default provider=custom in=75404 out=244 total=75648 latency=17.9s cache=68873/75404 (91%)
2026-07-17 16:49:46,816 INFO [20260712_081412_654c5f58] agent.tool_executor: tool search_files completed (0.47s, 2739 chars)
2026-07-17 16:49:46,863 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9589 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:50:11,208 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9589 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:50:11,210 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #143: model=default provider=custom in=77374 out=313 total=77687 latency=24.4s
2026-07-17 16:50:11,245 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=43 last_msg_role=assistant response_len=1074 session=20260712_081412_654c5f58
2026-07-17 16:50:11,278 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=43.1s api_calls=2 response=1074 chars
2026-07-17 16:50:11,336 INFO gateway.platforms.base: [Telegram] Sending response (1074 chars) to -1003707758328
2026-07-17 16:50:21,850 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9586 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:50:21,851 INFO [20260717_164603_673c97] agent.conversation_loop: API call #10: model=default provider=custom in=39217 out=3954 total=43171 latency=42.4s cache=28329/39217 (72%)
2026-07-17 16:50:22,011 INFO [20260717_164603_673c97] agent.tool_executor: tool search_files completed (0.13s, 203 chars)
2026-07-17 16:50:22,053 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9592 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:50:29,030 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9592 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:50:29,031 INFO [20260717_164603_673c97] agent.conversation_loop: API call #11: model=default provider=custom in=41202 out=231 total=41433 latency=7.0s
2026-07-17 16:50:29,233 INFO [20260717_164603_673c97] agent.tool_executor: tool read_file completed (0.18s, 100420 chars)
2026-07-17 16:50:29,361 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9597 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:50:37,910 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9597 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:50:37,911 INFO [20260717_164603_673c97] agent.conversation_loop: API call #12: model=default provider=custom in=67472 out=605 total=68077 latency=8.6s cache=36581/67472 (54%)
2026-07-17 16:50:37,961 INFO [20260717_164603_673c97] agent.tool_executor: tool skill_manage completed (0.03s, 494 chars)
2026-07-17 16:50:37,999 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9598 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:50:41,690 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9598 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:50:41,692 INFO [20260717_164603_673c97] agent.conversation_loop: API call #13: model=default provider=custom in=68226 out=347 total=68573 latency=3.7s cache=60964/68226 (89%)
2026-07-17 16:50:41,715 INFO [20260717_164603_673c97] agent.tool_executor: tool todo completed (0.00s, 556 chars)
2026-07-17 16:50:41,745 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9599 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:50:43,934 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9599 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:50:43,936 INFO [20260717_164603_673c97] agent.conversation_loop: API call #14: model=default provider=custom in=68752 out=230 total=68982 latency=2.2s cache=60959/68752 (89%)
2026-07-17 16:50:43,980 INFO [20260717_164603_673c97] agent.tool_executor: tool terminal completed (0.03s, 5244 chars)
2026-07-17 16:50:44,018 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9601 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:50:46,146 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9601 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:50:46,149 INFO [20260717_164603_673c97] agent.conversation_loop: API call #15: model=default provider=custom in=70514 out=343 total=70857 latency=2.2s cache=65027/70514 (92%)
2026-07-17 16:50:46,182 INFO [20260717_164603_673c97] agent.tool_executor: tool todo completed (0.00s, 558 chars)
2026-07-17 16:50:46,224 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9602 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:50:51,700 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9602 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:50:51,703 INFO [20260717_164603_673c97] agent.conversation_loop: API call #16: model=default provider=custom in=71036 out=1135 total=72171 latency=5.5s cache=65021/71036 (92%)
2026-07-17 16:50:51,726 INFO [20260717_164603_673c97] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=16/50 budget=16/50 tool_turns=15 last_msg_role=assistant response_len=3223 session=20260717_164603_673c97
2026-07-17 16:50:51,743 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=async-delegate_2:135523364484800 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:50:51,917 INFO gateway.run: Watch pattern notification — injecting for telegram chat=-1003707758328 thread=12
2026-07-17 16:50:51,928 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='[ASYNC DELEGATION BATCH COMPLETE — deleg_3dae428f] A background fan-out of 1 sub' reply_to_id=None reply_to_text=''
2026-07-17 16:50:52,075 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 16:50:52,161 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=123 msg='[NN Vo] [ASYNC DELEGATION BATCH COMPLETE — deleg_3dae428f] A background fan-out ...'
2026-07-17 16:50:52,236 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9603 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:50:56,853 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9603 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 16:50:56,855 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #144: model=default provider=custom in=78724 out=773 total=79497 latency=4.6s cache=72946/78724 (93%)
2026-07-17 16:50:56,882 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=43 last_msg_role=assistant response_len=2576 session=20260712_081412_654c5f58
2026-07-17 16:50:56,893 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=5.0s api_calls=1 response=2576 chars
2026-07-17 16:50:56,944 INFO gateway.platforms.base: [Telegram] Sending response (2576 chars) to -1003707758328
2026-07-17 17:01:08,171 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (1116 chars)
2026-07-17 17:01:08,206 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='1. về việc mỗi 1h chạy 10 search looốp là ko đúng. Mỗi 1h kick off cronjob chạy ' reply_to_id=12 reply_to_text=''
2026-07-17 17:01:08,566 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 17:01:08,744 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=125 msg='[NN Vo] 1. về việc mỗi 1h chạy 10 search looốp là ko đúng. Mỗi 1h kick off cronj...'
2026-07-17 17:01:08,851 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9604 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:01:25,326 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9604 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:01:25,328 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #145: model=default provider=custom in=79881 out=867 total=80748 latency=16.5s
2026-07-17 17:01:25,592 INFO [20260712_081412_654c5f58] agent.tool_executor: tool write_file completed (0.23s, 299 chars)
2026-07-17 17:01:25,643 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9611 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:01:28,493 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9611 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:01:28,497 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #146: model=default provider=custom in=81042 out=281 total=81323 latency=2.9s cache=77005/81042 (95%)
2026-07-17 17:01:28,531 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=44 last_msg_role=assistant response_len=903 session=20260712_081412_654c5f58
2026-07-17 17:01:28,561 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=20.4s api_calls=2 response=903 chars
2026-07-17 17:01:28,625 INFO gateway.platforms.base: [Telegram] Sending response (903 chars) to -1003707758328
2026-07-17 17:03:12,116 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (159 chars)
2026-07-17 17:03:12,132 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='ai cho phép bạn xoá đi brief trước đó? bạn làm mất luôn 7 trụ cột và details mô ' reply_to_id=12 reply_to_text=''
2026-07-17 17:03:12,301 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 17:03:12,386 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=129 msg='[NN Vo] ai cho phép bạn xoá đi brief trước đó? bạn làm mất luôn 7 trụ cột và det...'
2026-07-17 17:03:12,458 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9612 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:03:19,781 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9612 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:03:19,782 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #147: model=default provider=custom in=81182 out=455 total=81637 latency=7.3s
2026-07-17 17:03:19,811 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=44 last_msg_role=assistant response_len=1501 session=20260712_081412_654c5f58
2026-07-17 17:03:19,847 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=7.7s api_calls=1 response=1501 chars
2026-07-17 17:03:19,898 INFO gateway.platforms.base: [Telegram] Sending response (1501 chars) to -1003707758328
2026-07-17 17:05:26,077 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (4117 chars)
2026-07-17 17:05:26,093 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tôi ko hề thấy file đc reverse, vẫn mất 7 trụ cột, và logic cronjob của tôi vẫn ' reply_to_id=12 reply_to_text=''
2026-07-17 17:05:26,251 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 17:05:26,352 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=131 msg='[NN Vo] tôi ko hề thấy file đc reverse, vẫn mất 7 trụ cột, và logic cronjob của ...'
2026-07-17 17:05:26,418 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9613 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:05:36,276 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9613 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:05:36,276 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #148: model=default provider=custom in=82833 out=1746 total=84579 latency=9.9s
2026-07-17 17:05:36,495 INFO [20260712_081412_654c5f58] agent.tool_executor: tool write_file completed (0.19s, 299 chars)
2026-07-17 17:05:36,549 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9620 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:05:38,906 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9620 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:05:38,908 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #149: model=default provider=custom in=84873 out=157 total=85030 latency=2.4s cache=77022/84873 (91%)
2026-07-17 17:05:38,931 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=45 last_msg_role=assistant response_len=506 session=20260712_081412_654c5f58
2026-07-17 17:05:38,973 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=12.9s api_calls=2 response=506 chars
2026-07-17 17:05:39,014 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:05:39,035 INFO gateway.platforms.base: [Telegram] Sending response (506 chars) to -1003707758328
2026-07-17 17:05:39,147 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 17:05:39,176 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=135 msg='Review the conversation above and update two things:  **Memory**: who the user i...'
2026-07-17 17:05:39,221 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9621 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:05:41,776 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9621 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:05:41,778 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=85706 out=167 total=85873 latency=2.6s
2026-07-17 17:05:41,788 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool memory returned error (0.00s): {"success": false, "error": "Memory at 1,934/2,200 chars. Adding this entry (615 chars) would exceed the limit. Consolidate now: use 'replace' to merge overlapping entries into shorter ones or 'remove
2026-07-17 17:05:41,836 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9622 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:05:44,534 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9622 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:05:44,536 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=86662 out=348 total=87010 latency=2.7s cache=81082/86662 (94%)
2026-07-17 17:05:44,544 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool memory returned error (0.00s): {"success": false, "error": "After applying all 3 operations, memory would be at 2,314/2,200 chars -- over the limit. Remove or shorten more entries in the same batch (see current_entries below), then
2026-07-17 17:05:44,587 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9623 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:05:47,353 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9623 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:05:47,353 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #3: model=default provider=custom in=87775 out=535 total=88310 latency=2.8s cache=81084/87775 (92%)
2026-07-17 17:05:47,371 INFO [20260712_081412_654c5f58] agent.tool_executor: tool memory completed (0.01s, 211 chars)
2026-07-17 17:05:47,415 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9624 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:05:49,361 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9624 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:05:49,363 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #4: model=default provider=custom in=88579 out=177 total=88756 latency=2.0s cache=81082/88579 (92%)
2026-07-17 17:05:49,371 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/16 budget=4/16 tool_turns=48 last_msg_role=assistant response_len=679 session=20260712_081412_654c5f58
2026-07-17 17:05:49,378 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:07:03,297 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (107 chars)
2026-07-17 17:07:03,332 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='rồi bây giờ thiết lập 2 cron đi. Đừng chạy, tôi muốn tự chạy để xem nó có auto t' reply_to_id=12 reply_to_text=''
2026-07-17 17:07:03,690 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 17:07:03,831 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=135 msg='[NN Vo] rồi bây giờ thiết lập 2 cron đi. Đừng chạy, tôi muốn tự chạy để xem nó c...'
2026-07-17 17:07:03,934 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9625 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:08:12,879 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9625 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:08:12,881 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #150: model=default provider=custom in=84876 out=877 total=85753 latency=69.0s
2026-07-17 17:08:12,966 INFO [20260712_081412_654c5f58] agent.tool_executor: tool cronjob completed (0.06s, 927 chars)
2026-07-17 17:08:14,056 INFO [20260712_081412_654c5f58] agent.tool_executor: tool cronjob completed (0.08s, 929 chars)
2026-07-17 17:08:14,129 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9626 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:08:16,396 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9626 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:08:16,398 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #151: model=default provider=custom in=86635 out=214 total=86849 latency=2.3s cache=81073/86635 (94%)
2026-07-17 17:08:16,435 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=46 last_msg_role=assistant response_len=658 session=20260712_081412_654c5f58
2026-07-17 17:08:16,463 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=73.1s api_calls=2 response=658 chars
2026-07-17 17:08:16,505 INFO gateway.platforms.base: [Telegram] Sending response (658 chars) to -1003707758328
2026-07-17 17:08:48,320 WARNING hermes_cli.copilot_auth: Token from GITHUB_TOKEN is not supported: Classic Personal Access Tokens (ghp_*) are not supported by the Copilot API. Use one of:
  → `copilot login` or `hermes model` to authenticate via OAuth
  → A fine-grained PAT (github_pat_*) with Copilot Requests permission
  → `gh auth login` with the default device code flow (produces gho_* tokens)
2026-07-17 17:08:48,760 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:08:49,070 WARNING hermes_cli.auth: Copilot token validation failed: Token from `gh auth token` is a classic PAT (ghp_*). Classic Personal Access Tokens (ghp_*) are not supported by the Copilot API. Use one of:
  → `copilot login` or `hermes model` to authenticate via OAuth
  → A fine-grained PAT (github_pat_*) with Copilot Requests permission
  → `gh auth login` with the default device code flow (produces gho_* tokens)
2026-07-17 17:08:49,070 WARNING hermes_cli.copilot_auth: Token from GITHUB_TOKEN is not supported: Classic Personal Access Tokens (ghp_*) are not supported by the Copilot API. Use one of:
  → `copilot login` or `hermes model` to authenticate via OAuth
  → A fine-grained PAT (github_pat_*) with Copilot Requests permission
  → `gh auth login` with the default device code flow (produces gho_* tokens)
2026-07-17 17:08:49,906 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:08:51,541 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:08:53,417 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:08:56,143 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:09:00,121 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:09:04,067 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:09:07,908 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:09:11,790 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:09:15,568 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:09:19,349 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:09:23,163 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:09:26,935 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:09:30,740 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:09:34,536 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:09:38,331 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:09:42,191 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:09:45,907 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:09:49,792 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:09:53,567 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:09:57,360 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:10:01,144 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:10:04,928 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:10:08,731 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:10:12,503 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:10:16,329 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:10:20,180 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:10:23,973 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:10:27,764 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:10:31,555 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:10:35,376 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:10:39,259 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:10:43,041 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:10:46,809 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:10:50,606 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:10:54,391 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:10:58,195 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:11:01,975 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:11:05,761 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:11:09,549 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:11:13,328 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:11:17,133 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:11:20,918 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:11:24,704 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:11:28,487 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:11:32,272 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:11:36,076 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:11:40,146 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:11:43,996 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:11:47,734 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:11:51,883 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:11:55,967 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:11:59,966 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:12:03,931 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:12:24,419 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (163 chars)
2026-07-17 17:12:24,442 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tôi thấy prompt của 2 cron job thiếu hẳn context của research theo brief, nên là' reply_to_id=12 reply_to_text=''
2026-07-17 17:12:24,680 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 17:12:24,796 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=140 msg='[NN Vo] tôi thấy prompt của 2 cron job thiếu hẳn context của research theo brief...'
2026-07-17 17:12:24,869 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9627 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:12:30,162 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9627 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:12:30,166 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #152: model=default provider=custom in=86516 out=928 total=87444 latency=5.3s
2026-07-17 17:12:30,210 INFO [20260712_081412_654c5f58] agent.tool_executor: tool cronjob completed (0.01s, 644 chars)
2026-07-17 17:12:31,240 INFO [20260712_081412_654c5f58] agent.tool_executor: tool cronjob completed (0.02s, 697 chars)
2026-07-17 17:12:31,308 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9628 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:12:31,620 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:12:33,138 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9628 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:12:33,141 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #153: model=default provider=custom in=88129 out=174 total=88303 latency=1.9s cache=81067/88129 (92%)
2026-07-17 17:12:33,172 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=47 last_msg_role=assistant response_len=615 session=20260712_081412_654c5f58
2026-07-17 17:12:33,203 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=8.8s api_calls=2 response=615 chars
2026-07-17 17:12:33,265 INFO gateway.platforms.base: [Telegram] Sending response (615 chars) to -1003707758328
2026-07-17 17:12:35,294 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:12:53,555 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:12:57,263 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:13:01,068 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:13:04,844 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:13:08,632 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:13:12,426 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:13:16,227 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:13:19,998 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:13:23,790 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:13:27,584 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:13:31,368 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:13:35,159 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:13:38,842 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:13:42,629 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:13:46,440 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:13:50,319 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:13:54,101 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:13:57,876 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:14:02,092 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:14:06,094 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:14:10,181 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:14:13,928 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:14:17,761 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:14:21,534 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:14:25,533 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:14:29,734 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:14:33,958 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:14:38,035 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:15:05,514 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (1550 chars)
2026-07-17 17:15:05,534 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='Đây prompt hiện tại của cronjob Research-VN-Tourism-Policy làm ví dụ, context re' reply_to_id=12 reply_to_text=''
2026-07-17 17:15:05,711 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 17:15:05,850 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=145 msg='[NN Vo] Đây prompt hiện tại của cronjob Research-VN-Tourism-Policy làm ví dụ, co...'
2026-07-17 17:15:05,954 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9629 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:15:12,052 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9629 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:15:12,053 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #154: model=default provider=custom in=88374 out=1438 total=89812 latency=6.1s
2026-07-17 17:15:12,133 INFO [20260712_081412_654c5f58] agent.tool_executor: tool cronjob completed (0.02s, 644 chars)
2026-07-17 17:15:13,154 INFO [20260712_081412_654c5f58] agent.tool_executor: tool cronjob completed (0.01s, 697 chars)
2026-07-17 17:15:13,219 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9630 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:15:15,357 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9630 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:15:15,358 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #155: model=default provider=custom in=90498 out=135 total=90633 latency=2.2s cache=85123/90498 (94%)
2026-07-17 17:15:15,391 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=48 last_msg_role=assistant response_len=448 session=20260712_081412_654c5f58
2026-07-17 17:15:15,416 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=9.9s api_calls=2 response=448 chars
2026-07-17 17:15:15,465 INFO gateway.platforms.base: [Telegram] Sending response (448 chars) to -1003707758328
2026-07-17 17:15:21,099 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:15:24,830 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:15:28,628 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:15:32,410 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:15:36,223 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:15:39,992 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:15:43,795 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:15:47,557 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:15:48,570 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:15:49,946 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:15:51,781 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:15:54,637 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:15:58,458 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:16:02,338 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:16:06,114 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:16:10,183 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:16:13,996 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:16:17,784 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:16:22,118 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:16:26,520 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:16:30,563 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:17:05,682 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:18:13,514 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (276 chars)
2026-07-17 17:18:13,536 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='xem kỹ lại hướng dẫn ở https://youtu.be/Supn70oEJPo?si=VrUfAtwp2Y393MZw  có phải' reply_to_id=12 reply_to_text=''
2026-07-17 17:18:13,830 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 17:18:13,934 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=150 msg='[NN Vo] xem kỹ lại hướng dẫn ở https://youtu.be/Supn70oEJPo?si=VrUfAtwp2Y393MZw ...'
2026-07-17 17:18:14,008 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9631 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:18:31,369 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9631 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:18:31,370 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #156: model=default provider=custom in=91121 out=2824 total=93945 latency=17.4s
2026-07-17 17:18:31,565 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.16s, 6173 chars)
2026-07-17 17:18:31,617 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9636 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:19:08,319 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9636 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:19:08,336 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #157: model=default provider=custom in=92963 out=18 total=92981 latency=36.7s
2026-07-17 17:19:08,869 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skills_list completed (0.50s, 2018 chars)
2026-07-17 17:19:08,950 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9637 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:19:10,569 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9637 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:19:10,571 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #158: model=default provider=custom in=93484 out=20 total=93504 latency=1.7s cache=89191/93484 (95%)
2026-07-17 17:19:10,773 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_view completed (0.18s, 63388 chars)
2026-07-17 17:19:10,866 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9638 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:19:12,584 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9638 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:19:12,586 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #159: model=default provider=custom in=110269 out=37 total=110306 latency=1.7s cache=89328/110269 (81%)
2026-07-17 17:19:12,704 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_view completed (0.09s, 2314 chars)
2026-07-17 17:19:12,763 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9639 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:19:14,678 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9639 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:19:14,683 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #160: model=default provider=custom in=110978 out=56 total=111034 latency=1.9s cache=105569/110978 (95%)
2026-07-17 17:19:16,121 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (1.41s, 439 chars)
2026-07-17 17:19:16,177 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9641 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:19:25,825 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:19:29,496 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:19:33,253 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:19:37,034 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:19:40,835 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:19:44,520 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:19:48,313 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:19:52,094 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:19:55,901 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:21:29,188 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9641 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:21:29,194 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #161: model=default provider=custom in=111137 out=55 total=111192 latency=133.0s cache=105565/111137 (95%)
2026-07-17 17:21:30,035 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.79s, 1633 chars)
2026-07-17 17:21:30,097 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9643 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:21:49,811 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9643 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:21:49,812 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #162: model=default provider=custom in=111748 out=744 total=112492 latency=19.7s cache=105564/111748 (94%)
2026-07-17 17:21:50,830 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.98s, 90 chars)
2026-07-17 17:21:50,895 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9645 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:21:52,034 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9645 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:21:52,035 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #163: model=default provider=custom in=112536 out=209 total=112745 latency=1.2s cache=105565/112536 (94%)
2026-07-17 17:21:52,850 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.79s, 89 chars)
2026-07-17 17:21:52,918 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9647 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:22:01,557 INFO gateway.run: kanban dispatcher [research-hub]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-17 17:22:28,796 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9647 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:22:28,800 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #164: model=default provider=custom in=112791 out=127 total=112918 latency=35.9s
2026-07-17 17:22:29,623 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.79s, 90 chars)
2026-07-17 17:22:29,692 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9649 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:23:02,630 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9649 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:23:02,631 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #165: model=default provider=custom in=112963 out=203 total=113166 latency=33.0s cache=105558/112963 (93%)
2026-07-17 17:23:03,446 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.79s, 89 chars)
2026-07-17 17:23:03,511 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9651 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:23:06,732 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9651 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:23:06,733 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #166: model=default provider=custom in=114796 out=354 total=115150 latency=3.2s
2026-07-17 17:23:07,547 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.79s, 90 chars)
2026-07-17 17:23:07,608 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9653 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:23:12,955 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9653 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:23:12,957 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #167: model=default provider=custom in=115190 out=381 total=115571 latency=5.4s cache=109583/115190 (95%)
2026-07-17 17:23:13,978 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.99s, 90 chars)
2026-07-17 17:23:14,048 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9655 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:23:22,648 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9655 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:23:22,656 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #168: model=default provider=custom in=115613 out=400 total=116013 latency=8.6s cache=109577/115613 (95%)
2026-07-17 17:23:23,613 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.84s, 89 chars)
2026-07-17 17:23:23,681 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9657 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:23:27,472 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9657 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:23:27,475 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #169: model=default provider=custom in=116055 out=316 total=116371 latency=3.8s cache=109571/116055 (94%)
2026-07-17 17:23:28,369 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.81s, 90 chars)
2026-07-17 17:23:28,440 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9659 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:23:31,111 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9659 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:23:31,113 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #170: model=default provider=custom in=114084 out=201 total=114285 latency=2.7s cache=109598/114084 (96%)
2026-07-17 17:23:31,923 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.79s, 89 chars)
2026-07-17 17:23:31,981 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9661 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:23:37,120 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9661 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:23:37,121 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #171: model=default provider=custom in=115750 out=168 total=115918 latency=5.2s
2026-07-17 17:23:37,926 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.79s, 90 chars)
2026-07-17 17:23:37,988 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9663 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:23:41,618 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9663 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:23:41,619 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #172: model=default provider=custom in=114539 out=2068 total=116607 latency=3.7s cache=109590/114539 (96%)
2026-07-17 17:23:41,857 INFO [20260712_081412_654c5f58] agent.tool_executor: tool write_file completed (0.22s, 299 chars)
2026-07-17 17:23:41,916 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9670 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:23:43,997 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9670 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:23:43,997 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #173: model=default provider=custom in=116712 out=468 total=117180 latency=2.1s cache=109604/116712 (94%)
2026-07-17 17:23:44,035 INFO [20260712_081412_654c5f58] agent.tool_executor: tool cronjob completed (0.01s, 645 chars)
2026-07-17 17:23:44,092 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9671 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:23:46,349 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9671 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:23:46,351 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #174: model=default provider=custom in=117375 out=470 total=117845 latency=2.3s cache=109604/117375 (93%)
2026-07-17 17:23:46,388 INFO [20260712_081412_654c5f58] agent.tool_executor: tool cronjob completed (0.01s, 698 chars)
2026-07-17 17:23:46,451 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9672 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:23:48,479 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9672 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:23:48,480 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #175: model=default provider=custom in=118050 out=639 total=118689 latency=2.1s cache=113663/118050 (96%)
2026-07-17 17:23:48,530 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=20/60 budget=20/60 tool_turns=67 last_msg_role=assistant response_len=1822 session=20260712_081412_654c5f58
2026-07-17 17:23:48,545 INFO gateway.run: Queued follow-up for session agent:main:telegram:group:-1003707758328:12: final stream delivery not confirmed; sending first response before continuing.
2026-07-17 17:23:48,604 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:23:48,705 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 17:23:48,728 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=190 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-17 17:23:48,775 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9673 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:23:49,328 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=190 msg='[NN Vo] ý tôi là bạn đã trích xuất youtube script https://youtu.be/Supn70oEJPo?s...'
2026-07-17 17:23:49,401 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9674 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:23:51,488 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9674 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:23:51,489 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #176: model=default provider=custom in=118739 out=403 total=119142 latency=2.1s cache=113661/118739 (96%)
2026-07-17 17:23:51,614 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_view completed (0.11s, 4222 chars)
2026-07-17 17:23:51,701 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9675 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:23:52,850 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9675 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:23:52,851 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #177: model=default provider=custom in=119771 out=58 total=119829 latency=1.2s cache=113664/119771 (95%)
2026-07-17 17:23:53,656 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.79s, 142 chars)
2026-07-17 17:23:53,712 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9677 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:23:55,421 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9673 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:23:55,423 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=119831 out=2278 total=122109 latency=6.7s
2026-07-17 17:23:55,428 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.00s): {"success": false, "error": "Unknown action 'write_file,'. Use: create, edit, patch, delete, write_file, remove_file"}
2026-07-17 17:23:55,486 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9678 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:23:57,724 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9678 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:23:57,724 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=120725 out=849 total=121574 latency=2.3s cache=113673/120725 (94%)
2026-07-17 17:23:57,771 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_manage completed (0.04s, 217 chars)
2026-07-17 17:23:57,827 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9679 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:24:01,873 INFO gateway.run: kanban dispatcher [research-hub]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-17 17:24:15,141 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:24:15,907 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9679 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:24:15,908 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #3: model=default provider=custom in=121653 out=175 total=121828 latency=18.1s cache=113675/121653 (93%)
2026-07-17 17:24:15,960 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.04s): {"success": false, "error": "Refusing background curator patch for skill 'hermes-kanban': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, or s
2026-07-17 17:24:16,008 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9680 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:24:18,865 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:24:20,077 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:24:21,424 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:24:23,131 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:24:25,914 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:24:26,058 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9677 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:24:26,059 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #178: model=default provider=custom in=119889 out=107 total=119996 latency=32.4s cache=113660/119889 (95%)
2026-07-17 17:24:27,682 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool terminal returned error (1.59s): {"output": "{\"error\": \"\\nCould not retrieve a transcript for the video https://www.youtube.com/watch?v=Supn70oEJPo! This is most likely caused by:\\n\\nYouTube is blocking requests from your IP. T
2026-07-17 17:24:27,745 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9682 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:24:29,706 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:24:33,485 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:24:33,726 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9680 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:24:33,728 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #4: model=default provider=custom in=121928 out=20 total=121948 latency=17.7s cache=117731/121928 (97%)
2026-07-17 17:24:33,823 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_view completed (0.09s, 63430 chars)
2026-07-17 17:24:33,878 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9683 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:24:35,617 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9683 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:24:35,617 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #5: model=default provider=custom in=138728 out=249 total=138977 latency=1.8s cache=117854/138728 (85%)
2026-07-17 17:24:35,678 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_manage completed (0.06s, 530 chars)
2026-07-17 17:24:35,739 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9684 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:24:37,274 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:24:40,960 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:24:44,642 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:24:48,323 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:24:52,129 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:24:52,356 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9684 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:24:52,358 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #6: model=default provider=custom in=139126 out=172 total=139298 latency=16.6s cache=134107/139126 (96%)
2026-07-17 17:24:52,364 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=6/16 budget=6/16 tool_turns=72 last_msg_role=assistant response_len=611 session=20260712_081412_654c5f58
2026-07-17 17:24:52,371 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:24:55,852 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:24:59,931 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:25:04,013 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:25:04,282 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9682 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:25:04,284 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #179: model=default provider=custom in=120370 out=85 total=120455 latency=36.6s
2026-07-17 17:25:05,523 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool terminal returned error (1.19s): {"output": "", "exit_code": 1, "error": null, "exit_code_meaning": "No matches found (not an error)"}
2026-07-17 17:25:05,591 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9686 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:25:08,070 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9686 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:25:08,070 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #180: model=default provider=custom in=120495 out=24 total=120519 latency=2.5s cache=113654/120495 (94%)
2026-07-17 17:25:08,100 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:25:08,144 INFO [20260712_081412_654c5f58] tools.web_tools: Web search via ddgs: '"Supn70oEJPo"' (limit: 5)
2026-07-17 17:25:08,247 INFO primp: response: https://en.wikipedia.org/w/api.php?action=opensearch&profile=fuzzy&limit=1&search=%22Supn70oEJPo%22 403
2026-07-17 17:25:08,588 INFO primp: response: https://grokipedia.com/api/typeahead?query=%22Supn70oEJPo%22&limit=1 200
2026-07-17 17:25:09,228 INFO primp: response: https://search.brave.com/search?q=%22Supn70oEJPo%22&source=web 200
2026-07-17 17:25:09,246 INFO [20260712_081412_654c5f58] plugins.web.ddgs.provider: DDGS search '"Supn70oEJPo"': 5 results (limit 5)
2026-07-17 17:25:09,248 INFO [20260712_081412_654c5f58] agent.tool_executor: tool web_search completed (1.12s, 2221 chars)
2026-07-17 17:25:09,266 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (55 chars)
2026-07-17 17:25:09,313 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=interrupted_during_api_call model=default api_calls=6/60 budget=6/60 tool_turns=72 last_msg_role=assistant response_len=65 session=20260712_081412_654c5f58
2026-07-17 17:25:09,670 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=202 msg='[NN Vo] sao chưa chạy cron mà tôi thấy task đã in progress rồi?'
2026-07-17 17:25:09,685 INFO [20260712_081412_654c5f58] agent.turn_context: Preflight compression: ~131,155 tokens >= 128,000 threshold (model default, ctx 256,000)
2026-07-17 17:25:09,686 INFO [20260712_081412_654c5f58] agent.conversation_compression: context compression started: session=20260712_081412_654c5f58 messages=203 tokens=~131,155 model=default focus=None
2026-07-17 17:25:09,745 INFO [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-17 17:25:11,807 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:25:15,586 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:25:19,377 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:25:21,715 INFO [20260712_081412_654c5f58] agent.conversation_compression: context compression done: session=20260712_081412_654c5f58 messages=203->101 rough_tokens=~77,705 awaiting_real_usage=true
2026-07-17 17:25:21,770 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9687 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:25:23,073 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:25:23,354 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9687 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:25:23,357 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #181: model=default provider=custom in=75456 out=151 total=75607 latency=1.6s
2026-07-17 17:25:24,181 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.80s, 2455 chars)
2026-07-17 17:25:24,236 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9689 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:25:26,867 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:25:30,635 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:25:31,817 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9689 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:25:31,822 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #182: model=default provider=custom in=76381 out=527 total=76908 latency=7.6s cache=24305/76381 (32%)
2026-07-17 17:25:34,418 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:25:38,051 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (6.20s, 173 chars)
2026-07-17 17:25:38,106 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:25:38,113 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9691 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:25:41,883 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:25:42,153 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9691 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:25:42,155 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #183: model=default provider=custom in=76990 out=141 total=77131 latency=4.1s cache=24302/76990 (32%)
2026-07-17 17:25:42,187 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=3/60 tool_turns=39 last_msg_role=assistant response_len=417 session=20260712_081412_654c5f58
2026-07-17 17:25:42,224 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=448.7s api_calls=3 response=417 chars
2026-07-17 17:25:42,275 INFO gateway.platforms.base: [Telegram] Sending response (417 chars) to -1003707758328
2026-07-17 17:25:45,529 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:25:49,376 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:25:53,256 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:25:57,046 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:26:00,760 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:26:02,294 INFO gateway.run: kanban dispatcher: reaped 2 zombie worker(s), pids=[739521, 739178]
2026-07-17 17:26:04,547 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:26:08,330 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:26:12,118 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:26:15,818 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:26:19,997 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:26:23,790 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:26:27,473 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:26:32,908 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:26:36,814 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:26:40,799 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:26:44,784 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:26:48,805 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:26:52,655 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:27:20,765 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Cached user photo at /root/.hermes/cache/images/img_2e3895c19207.jpg
2026-07-17 17:27:21,567 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing photo batch agent:main:telegram:group:-1003707758328:12:photo-burst with 1 image(s)
2026-07-17 17:27:21,585 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='cho 2 task đầu archive đi cũ rồi, 2 task sau về todo lại đi, đợi lệnh cron' reply_to_id=12 reply_to_text=''
2026-07-17 17:27:21,745 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 17:27:21,836 INFO gateway.run: Image routing: text (mode=text). Pre-analyzing 1 image(s) via vision_analyze.
2026-07-17 17:27:21,837 INFO tools.vision_tools: Analyzing image: /root/.hermes/cache/images/img_2e3895c19207.jpg
2026-07-17 17:27:21,837 INFO tools.vision_tools: User prompt: Describe everything visible in this image in thorough detail. Include any text, code, data, objects,
2026-07-17 17:27:21,848 INFO tools.vision_tools: Image ready (126.9 KB)
2026-07-17 17:27:21,849 INFO tools.vision_tools: Converting image to base64...
2026-07-17 17:27:21,852 INFO tools.vision_tools: Image converted to base64 (169.2 KB)
2026-07-17 17:27:21,852 INFO tools.vision_tools: Processing image with vision model...
2026-07-17 17:27:32,552 INFO tools.vision_tools: Image analysis completed (4713 characters)
2026-07-17 17:27:32,677 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=106 msg="[The user sent an image~ Here's what I can see: This is a detailed description o..."
2026-07-17 17:27:32,763 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9692 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:27:35,831 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9692 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:27:35,833 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #184: model=default provider=custom in=78635 out=321 total=78956 latency=3.1s cache=24304/78635 (31%)
2026-07-17 17:27:36,885 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (1.03s, 5264 chars)
2026-07-17 17:27:37,002 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9694 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:27:56,569 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9694 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:27:56,571 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #185: model=default provider=custom in=79801 out=132 total=79933 latency=19.6s
2026-07-17 17:27:59,607 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (3.01s, 135 chars)
2026-07-17 17:27:59,656 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9696 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:28:03,282 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9696 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:28:03,285 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #186: model=default provider=custom in=80002 out=183 total=80185 latency=3.7s cache=72992/80002 (91%)
2026-07-17 17:28:05,135 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (1.79s, 126 chars)
2026-07-17 17:28:05,185 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9698 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:28:08,010 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9698 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:28:08,012 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #187: model=default provider=custom in=80239 out=55 total=80294 latency=2.8s cache=72989/80239 (91%)
2026-07-17 17:28:08,825 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.79s, 2271 chars)
2026-07-17 17:28:08,870 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9700 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:28:10,828 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9700 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:28:10,830 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #188: model=default provider=custom in=81109 out=132 total=81241 latency=2.0s
2026-07-17 17:28:11,031 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.18s, 45 chars)
2026-07-17 17:28:11,104 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9702 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:28:13,298 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9702 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:28:13,298 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #189: model=default provider=custom in=81264 out=55 total=81319 latency=2.2s cache=72987/81264 (90%)
2026-07-17 17:28:14,121 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.79s, 2271 chars)
2026-07-17 17:28:14,189 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9704 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:28:18,500 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9704 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:28:18,503 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #190: model=default provider=custom in=82134 out=132 total=82266 latency=4.3s cache=77045/82134 (94%)
2026-07-17 17:28:18,645 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.12s, 45 chars)
2026-07-17 17:28:18,694 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9706 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:28:25,741 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9706 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:28:25,742 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #191: model=default provider=custom in=83456 out=244 total=83700 latency=7.1s
2026-07-17 17:28:26,800 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.99s, 2271 chars)
2026-07-17 17:28:26,856 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9708 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:28:29,033 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9708 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:28:29,036 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #192: model=default provider=custom in=84511 out=331 total=84842 latency=2.2s cache=77026/84511 (91%)
2026-07-17 17:28:29,265 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.18s, 76 chars)
2026-07-17 17:28:29,332 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9710 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:28:31,722 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9710 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:28:31,723 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #193: model=default provider=custom in=84867 out=244 total=85111 latency=2.4s
2026-07-17 17:28:32,530 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.79s, 2271 chars)
2026-07-17 17:28:32,582 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9712 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:28:34,952 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9712 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:28:34,953 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #194: model=default provider=custom in=85922 out=284 total=86206 latency=2.4s cache=81075/85922 (94%)
2026-07-17 17:28:36,572 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (1.60s, 213 chars)
2026-07-17 17:28:36,643 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9714 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:28:38,724 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9714 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:28:38,725 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #195: model=default provider=custom in=86278 out=292 total=86570 latency=2.1s cache=81069/86278 (94%)
2026-07-17 17:28:38,752 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=12/60 budget=12/60 tool_turns=50 last_msg_role=assistant response_len=401 session=20260712_081412_654c5f58
2026-07-17 17:28:38,787 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=77.2s api_calls=12 response=401 chars
2026-07-17 17:28:38,857 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:28:38,875 INFO gateway.platforms.base: [Telegram] Sending response (401 chars) to -1003707758328
2026-07-17 17:28:38,982 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 17:28:39,053 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=130 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-17 17:28:39,105 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9715 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:28:43,876 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9715 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:28:43,877 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=85444 out=915 total=86359 latency=4.8s
2026-07-17 17:28:43,922 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.04s): {"success": false, "error": "Refusing background curator patch for skill 'hermes-kanban': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, or s
2026-07-17 17:28:43,963 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9716 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:28:48,637 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9716 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:28:48,637 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=86631 out=20 total=86651 latency=4.7s cache=32440/86631 (37%)
2026-07-17 17:28:48,746 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_view completed (0.10s, 63600 chars)
2026-07-17 17:28:48,793 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9717 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:28:54,517 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9717 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:28:54,519 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #3: model=default provider=custom in=103478 out=1136 total=104614 latency=5.7s
2026-07-17 17:28:54,554 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.03s): {"success": false, "error": "Refusing background curator write_file for skill 'hermes-kanban': the current references/kanban-cron-orchestrator.md content has not been loaded in this review turn. Call 
2026-07-17 17:28:54,605 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9718 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:28:57,807 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9718 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:28:57,808 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #4: model=default provider=custom in=104724 out=39 total=104763 latency=3.2s cache=97482/104724 (93%)
2026-07-17 17:28:57,908 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_view completed (0.10s, 2761 chars)
2026-07-17 17:28:57,956 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9719 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:29:00,633 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9719 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:29:00,634 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #5: model=default provider=custom in=105613 out=1133 total=106746 latency=2.7s cache=101545/105613 (96%)
2026-07-17 17:29:00,689 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_manage completed (0.05s, 217 chars)
2026-07-17 17:29:00,740 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9720 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:29:03,007 INFO agent.auxiliary_client: Auxiliary auto-detect: using main provider custom (default)
2026-07-17 17:29:03,296 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9720 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:29:03,298 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #6: model=default provider=custom in=106825 out=231 total=107056 latency=2.6s cache=101549/106825 (95%)
2026-07-17 17:29:03,349 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_manage completed (0.05s, 530 chars)
2026-07-17 17:29:03,399 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9721 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:29:05,486 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9721 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:29:05,488 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #7: model=default provider=custom in=107216 out=285 total=107501 latency=2.1s cache=81237/107216 (76%)
2026-07-17 17:29:05,496 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=7/16 budget=7/16 tool_turns=56 last_msg_role=assistant response_len=963 session=20260712_081412_654c5f58
2026-07-17 17:29:05,504 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:29:06,247 INFO gateway.run: kanban auto-decompose [research-hub]: t_94be6eab → 3 children
2026-07-17 17:29:06,548 INFO agent.auxiliary_client: Auxiliary auto-detect: using main provider custom (default)
2026-07-17 17:29:09,630 INFO gateway.run: kanban auto-decompose [research-hub]: t_e92a1e30 → 3 children
2026-07-17 17:29:09,734 INFO gateway.run: kanban dispatcher [research-hub]: spawned=2 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-17 17:30:23,800 INFO cron.scheduler: Running job 'Research-TL-Tourism-Policy' (ID: 9be1c0e5bda5)
2026-07-17 17:30:23,800 INFO cron.scheduler: Prompt: [IMPORTANT: The user has invoked the "notebooklm-research" skill, indicating they want you to follow
2026-07-17 17:30:23,883 INFO cron.scheduler: Job '9be1c0e5bda5': 61 MCP tool(s) available
2026-07-17 17:30:23,948 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=cron-parallel_0:135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:30:24,046 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 17:30:24,082 INFO [cron_9be1c0e5bda5_20260717_173023] agent.turn_context: conversation turn: session=cron_9be1c0e5bda5_20260717_173023 model=default provider=custom platform=cron history=0 msg='[IMPORTANT: The user has invoked the "notebooklm-research" skill, indicating the...'
2026-07-17 17:30:24,286 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9722 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:30:40,635 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9722 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:30:40,636 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #1: model=default provider=custom in=30667 out=212 total=30879 latency=16.4s
2026-07-17 17:30:40,835 INFO [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: tool search_files completed (0.18s, 18 chars)
2026-07-17 17:30:40,870 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9726 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:30:56,266 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9726 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:30:56,267 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #2: model=default provider=custom in=30709 out=87 total=30796 latency=15.4s
2026-07-17 17:30:56,426 INFO [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: tool search_files completed (0.14s, 358 chars)
2026-07-17 17:30:56,467 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9729 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:30:58,049 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9729 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:30:58,051 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #3: model=default provider=custom in=30885 out=38 total=30923 latency=1.6s
2026-07-17 17:30:58,247 INFO [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: tool read_file completed (0.12s, 6783 chars)
2026-07-17 17:30:58,686 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9734 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:31:00,561 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9734 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:31:00,562 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #4: model=default provider=custom in=33234 out=244 total=33478 latency=1.9s cache=28286/33234 (85%)
2026-07-17 17:31:00,842 INFO [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: tool search_files completed (0.26s, 4083 chars)
2026-07-17 17:31:00,878 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9737 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:31:02,858 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9737 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:31:02,859 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #5: model=default provider=custom in=34482 out=24 total=34506 latency=2.0s cache=28295/34482 (82%)
2026-07-17 17:31:03,145 INFO [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: tool search_files completed (0.25s, 1136 chars)
2026-07-17 17:31:03,204 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9740 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:31:05,385 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9740 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:31:05,386 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #6: model=default provider=custom in=34870 out=24 total=34894 latency=2.2s cache=28294/34870 (81%)
2026-07-17 17:31:05,542 INFO [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: tool search_files completed (0.14s, 475 chars)
2026-07-17 17:31:05,585 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9743 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:31:07,400 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9743 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:31:07,402 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #7: model=default provider=custom in=35056 out=25 total=35081 latency=1.8s cache=28291/35056 (81%)
2026-07-17 17:31:07,558 INFO [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: tool search_files completed (0.14s, 120 chars)
2026-07-17 17:31:07,590 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9746 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:31:09,871 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9746 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:31:09,872 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #8: model=default provider=custom in=35129 out=24 total=35153 latency=2.3s cache=28287/35129 (81%)
2026-07-17 17:31:09,948 WARNING [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: Tool search_files returned error (0.06s): {"total_count": 0, "error": "Search failed: rg: regex parse error:\n    (?:*board*)\n       ^\nerror: repetition operator missing expression"}
2026-07-17 17:31:09,986 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9749 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:31:11,133 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9749 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:31:11,133 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #9: model=default provider=custom in=35199 out=22 total=35221 latency=1.2s cache=28283/35199 (80%)
2026-07-17 17:31:11,300 INFO [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: tool search_files completed (0.15s, 7302 chars)
2026-07-17 17:31:11,365 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9752 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:31:12,610 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9752 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:31:12,611 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #10: model=default provider=custom in=37542 out=27 total=37569 latency=1.3s cache=32347/37542 (86%)
2026-07-17 17:31:12,810 INFO [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: tool search_files completed (0.19s, 18 chars)
2026-07-17 17:31:12,840 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9756 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:31:13,979 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9756 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:31:13,980 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #11: model=default provider=custom in=37585 out=25 total=37610 latency=1.2s cache=32342/37585 (86%)
2026-07-17 17:31:14,204 INFO [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: tool search_files completed (0.21s, 18 chars)
2026-07-17 17:31:14,243 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9760 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:31:15,428 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9760 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:31:15,431 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #12: model=default provider=custom in=37626 out=24 total=37650 latency=1.2s cache=32337/37626 (86%)
2026-07-17 17:31:15,663 INFO [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: tool search_files completed (0.20s, 18 chars)
2026-07-17 17:31:15,714 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9764 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:31:33,719 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9764 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:31:33,720 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #13: model=default provider=custom in=37666 out=27 total=37693 latency=18.0s
2026-07-17 17:31:33,800 INFO [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: tool terminal completed (0.05s, 249 chars)
2026-07-17 17:31:33,853 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9766 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:31:36,633 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9766 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:31:36,635 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #14: model=default provider=custom in=37832 out=44 total=37876 latency=2.8s
2026-07-17 17:31:36,700 WARNING [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: Tool terminal returned error (0.04s): {"output": "/usr/bin/bash: line 3: sqlite3: command not found", "exit_code": 127, "error": null}
2026-07-17 17:31:36,732 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9768 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:31:53,213 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9768 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:31:53,214 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #15: model=default provider=custom in=37918 out=239 total=38157 latency=16.5s cache=32325/37918 (85%)
2026-07-17 17:31:53,353 INFO [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: tool execute_code completed (0.11s, 10463 chars)
2026-07-17 17:31:53,397 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9772 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:31:55,311 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9772 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:31:55,312 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #16: model=default provider=custom in=42622 out=338 total=42960 latency=1.9s cache=32371/42622 (76%)
2026-07-17 17:31:55,455 INFO [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: tool execute_code completed (0.11s, 2402 chars)
2026-07-17 17:31:55,491 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9776 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:32:14,376 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9776 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:32:14,377 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #17: model=default provider=custom in=43668 out=29 total=43697 latency=18.9s cache=36423/43668 (83%)
2026-07-17 17:32:14,603 INFO [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: tool search_files completed (0.20s, 61 chars)
2026-07-17 17:32:14,648 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9779 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:32:16,569 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9779 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:32:16,571 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #18: model=default provider=custom in=43727 out=34 total=43761 latency=1.9s cache=36418/43727 (83%)
2026-07-17 17:32:16,756 INFO [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: tool read_file completed (0.16s, 16654 chars)
2026-07-17 17:32:16,810 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9784 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:32:18,504 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9784 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:32:18,505 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #19: model=default provider=custom in=49596 out=30 total=49626 latency=1.7s cache=40520/49596 (82%)
2026-07-17 17:32:18,707 INFO [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: tool search_files completed (0.18s, 18 chars)
2026-07-17 17:32:18,756 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9788 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:32:20,420 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9788 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:32:20,421 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #20: model=default provider=custom in=49642 out=30 total=49672 latency=1.7s cache=44567/49642 (90%)
2026-07-17 17:32:20,566 INFO [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: tool search_files completed (0.13s, 88 chars)
2026-07-17 17:32:20,604 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9791 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:32:22,126 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9791 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:32:22,126 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #21: model=default provider=custom in=49709 out=41 total=49750 latency=1.5s cache=44562/49709 (90%)
2026-07-17 17:32:22,257 INFO [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: tool read_file completed (0.11s, 12382 chars)
2026-07-17 17:32:22,304 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9796 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:32:23,742 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9796 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:32:23,747 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #22: model=default provider=custom in=53373 out=30 total=53403 latency=1.5s cache=44592/53373 (84%)
2026-07-17 17:32:23,989 INFO [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: tool search_files completed (0.22s, 18 chars)
2026-07-17 17:32:24,028 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9800 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:32:26,537 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9800 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:32:26,538 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #23: model=default provider=custom in=53470 out=24 total=53494 latency=2.5s cache=48641/53470 (91%)
2026-07-17 17:32:26,771 INFO [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: tool search_files completed (0.21s, 18 chars)
2026-07-17 17:32:26,803 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9804 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:32:28,377 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9804 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:32:28,380 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #24: model=default provider=custom in=53510 out=25 total=53535 latency=1.6s cache=48636/53510 (91%)
2026-07-17 17:32:28,558 INFO [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: tool search_files completed (0.15s, 123 chars)
2026-07-17 17:32:28,592 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9807 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:32:30,234 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9807 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:32:30,234 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #25: model=default provider=custom in=53585 out=26 total=53611 latency=1.7s cache=48631/53585 (91%)
2026-07-17 17:32:30,505 INFO [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: tool search_files completed (0.18s, 18 chars)
2026-07-17 17:32:30,545 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9811 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:32:32,339 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9811 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:32:32,339 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #26: model=default provider=custom in=53627 out=24 total=53651 latency=1.8s cache=48626/53627 (91%)
2026-07-17 17:32:32,609 INFO [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: tool search_files completed (0.25s, 18 chars)
2026-07-17 17:32:32,650 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9815 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:32:34,175 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9815 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:32:34,181 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #27: model=default provider=custom in=53667 out=25 total=53692 latency=1.6s cache=48621/53667 (91%)
2026-07-17 17:32:34,464 INFO [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: tool search_files completed (0.24s, 18 chars)
2026-07-17 17:32:34,512 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9819 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:32:36,494 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9819 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:32:36,496 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #28: model=default provider=custom in=53708 out=27 total=53735 latency=2.0s cache=48616/53708 (91%)
2026-07-17 17:32:36,706 INFO [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: tool search_files completed (0.18s, 18 chars)
2026-07-17 17:32:36,742 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9823 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:32:38,328 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9823 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:32:38,330 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #29: model=default provider=custom in=53751 out=25 total=53776 latency=1.6s cache=48610/53751 (90%)
2026-07-17 17:32:38,505 INFO [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: tool search_files completed (0.15s, 112 chars)
2026-07-17 17:32:38,544 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9826 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:32:40,264 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9826 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:32:40,265 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #30: model=default provider=custom in=53819 out=24 total=53843 latency=1.7s cache=48606/53819 (90%)
2026-07-17 17:32:40,549 INFO [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: tool search_files completed (0.23s, 865 chars)
2026-07-17 17:32:40,630 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9829 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:32:42,483 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9829 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:32:42,485 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #31: model=default provider=custom in=54205 out=26 total=54231 latency=1.9s cache=48604/54205 (90%)
2026-07-17 17:32:42,661 INFO [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: tool search_files completed (0.15s, 884 chars)
2026-07-17 17:32:42,691 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9832 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:32:44,329 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9832 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:32:44,334 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #32: model=default provider=custom in=54529 out=27 total=54556 latency=1.7s cache=48602/54529 (89%)
2026-07-17 17:32:44,573 INFO [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: tool search_files completed (0.21s, 18 chars)
2026-07-17 17:32:44,637 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9836 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:32:45,925 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9836 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:32:45,926 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #33: model=default provider=custom in=54623 out=28 total=54651 latency=1.3s cache=48597/54623 (89%)
2026-07-17 17:32:46,144 INFO [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: tool search_files completed (0.20s, 18 chars)
2026-07-17 17:32:46,186 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9840 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:32:48,048 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9840 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:32:48,049 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #34: model=default provider=custom in=54667 out=35 total=54702 latency=1.9s cache=48592/54667 (89%)
2026-07-17 17:32:48,328 INFO [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: tool terminal completed (0.26s, 100 chars)
2026-07-17 17:32:48,364 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9842 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:32:49,642 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9842 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:32:49,644 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #35: model=default provider=custom in=54741 out=35 total=54776 latency=1.3s cache=48588/54741 (89%)
2026-07-17 17:32:49,832 INFO [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: tool terminal completed (0.17s, 613 chars)
2026-07-17 17:32:49,865 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9844 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:32:53,766 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9844 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:32:53,767 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #36: model=default provider=custom in=54964 out=89 total=55053 latency=3.9s cache=32349/54964 (59%)
2026-07-17 17:32:53,840 INFO [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: tool terminal completed (0.05s, 45 chars)
2026-07-17 17:32:53,876 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9846 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:32:57,627 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9846 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:32:57,628 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #37: model=default provider=custom in=55076 out=187 total=55263 latency=3.8s cache=32340/55076 (59%)
2026-07-17 17:32:57,796 INFO [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: tool terminal completed (0.13s, 60 chars)
2026-07-17 17:32:57,833 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9848 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:32:59,222 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9848 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:32:59,223 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #38: model=default provider=custom in=55289 out=33 total=55322 latency=1.4s cache=48577/55289 (88%)
2026-07-17 17:32:59,423 INFO [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: tool terminal completed (0.18s, 789 chars)
2026-07-17 17:32:59,467 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9850 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:33:00,728 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9850 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:33:00,731 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #39: model=default provider=custom in=55582 out=34 total=55616 latency=1.3s cache=48575/55582 (87%)
2026-07-17 17:33:01,071 INFO [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: tool read_file completed (0.26s, 7118 chars)
2026-07-17 17:33:01,239 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9855 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:33:13,500 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:33:15,340 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9855 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:33:15,342 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #40: model=default provider=custom in=58181 out=41 total=58222 latency=14.2s cache=52646/58181 (90%)
2026-07-17 17:33:16,734 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:33:17,979 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:33:19,322 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:33:21,059 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:33:22,245 INFO [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: tool terminal completed (6.82s, 735 chars)
2026-07-17 17:33:22,307 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9857 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:33:23,926 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:33:24,508 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9857 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:33:24,510 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #41: model=default provider=custom in=60600 out=44 total=60644 latency=2.2s cache=52665/60600 (87%)
2026-07-17 17:33:26,516 WARNING [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: Tool terminal returned error (1.99s): {"output": "✗ Authentication Error\n  Authentication expired. Run 'nlm login' in your terminal to re-authenticate. \nMCP users: the server should auto-detect the new credentials; if not, call the \nre
2026-07-17 17:33:26,577 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9859 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:33:28,231 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9859 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:33:28,233 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #42: model=default provider=custom in=60725 out=23 total=60748 latency=1.7s cache=52661/60725 (87%)
2026-07-17 17:33:30,493 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:33:32,891 INFO [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: tool terminal completed (4.60s, 663 chars)
2026-07-17 17:33:32,929 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9861 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:33:34,475 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:33:35,442 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9861 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:33:35,444 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #43: model=default provider=custom in=60948 out=44 total=60992 latency=2.5s cache=56709/60948 (93%)
2026-07-17 17:33:37,051 INFO [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: tool terminal completed (1.59s, 7844 chars)
2026-07-17 17:33:37,093 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9863 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:33:38,267 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:33:39,025 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9863 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:33:39,027 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #44: model=default provider=custom in=65125 out=78 total=65203 latency=2.0s cache=56745/65125 (87%)
2026-07-17 17:33:41,452 INFO [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: tool terminal completed (2.40s, 3807 chars)
2026-07-17 17:33:41,493 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9865 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:33:42,073 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:33:45,857 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:33:49,612 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:33:53,425 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:33:57,247 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:33:58,182 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9865 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:33:58,183 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #45: model=default provider=custom in=66885 out=209 total=67094 latency=16.7s cache=60810/66885 (91%)
2026-07-17 17:34:01,618 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:34:05,624 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:34:09,806 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:34:11,440 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Cached user photo at /root/.hermes/cache/images/img_0dca31bdadd4.jpg
2026-07-17 17:34:12,242 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing photo batch agent:main:telegram:group:-1003707758328:12:photo-burst with 1 image(s)
2026-07-17 17:34:12,258 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tại sao lại có các task này' reply_to_id=12 reply_to_text=''
2026-07-17 17:34:12,407 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 17:34:12,632 INFO gateway.run: Image routing: text (mode=text). Pre-analyzing 1 image(s) via vision_analyze.
2026-07-17 17:34:12,632 INFO tools.vision_tools: Analyzing image: /root/.hermes/cache/images/img_0dca31bdadd4.jpg
2026-07-17 17:34:12,632 INFO tools.vision_tools: User prompt: Describe everything visible in this image in thorough detail. Include any text, code, data, objects,
2026-07-17 17:34:12,648 INFO tools.vision_tools: Image ready (126.9 KB)
2026-07-17 17:34:12,650 INFO tools.vision_tools: Converting image to base64...
2026-07-17 17:34:12,651 INFO tools.vision_tools: Image converted to base64 (169.2 KB)
2026-07-17 17:34:12,651 INFO tools.vision_tools: Processing image with vision model...
2026-07-17 17:34:15,563 INFO tools.vision_tools: Image analysis completed (2461 characters)
2026-07-17 17:34:15,698 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=130 msg="[The user sent an image~ Here's what I can see: This image is a screenshot of a ..."
2026-07-17 17:34:15,759 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9867 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:34:19,702 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9867 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:34:19,702 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #196: model=default provider=custom in=85103 out=485 total=85588 latency=4.0s
2026-07-17 17:34:19,725 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=50 last_msg_role=assistant response_len=1500 session=20260712_081412_654c5f58
2026-07-17 17:34:19,769 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=7.5s api_calls=1 response=1500 chars
2026-07-17 17:34:19,810 INFO gateway.platforms.base: [Telegram] Sending response (1500 chars) to -1003707758328
2026-07-17 17:34:20,424 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:34:24,254 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:34:28,170 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:34:32,027 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:34:35,705 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:34:39,511 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:34:43,403 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:34:47,165 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:34:58,423 WARNING [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: Tool terminal returned error (60.21s): {"output": "🔌 Connecting to Chrome headless CDP at port 9223...\n✅ Chrome headless: Chrome/150.0.7871.114\n📂 Opening NotebookLM page...\n🌐 Current URL: https://notebooklm.google.com/\n✅ Logged in! Ext
2026-07-17 17:34:58,479 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9868 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:35:00,556 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9868 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:35:00,559 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #46: model=default provider=custom in=67307 out=124 total=67431 latency=2.1s cache=60808/67307 (90%)
2026-07-17 17:35:00,861 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:35:07,982 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (28 chars)
2026-07-17 17:35:08,002 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tôi tháy task tl tự chạy rồi' reply_to_id=12 reply_to_text=''
2026-07-17 17:35:08,223 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 17:35:08,339 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=132 msg='[NN Vo] tôi tháy task tl tự chạy rồi'
2026-07-17 17:35:08,403 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9870 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:35:10,282 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:35:10,805 INFO gateway.run: kanban dispatcher [research-hub]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-17 17:35:11,734 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9870 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:35:11,735 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #197: model=default provider=custom in=85774 out=394 total=86168 latency=3.4s
2026-07-17 17:35:12,553 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.79s, 2905 chars)
2026-07-17 17:35:12,605 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9872 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:35:14,089 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:35:14,159 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9872 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:35:14,162 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #198: model=default provider=custom in=86812 out=65 total=86877 latency=1.6s
2026-07-17 17:35:15,026 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.80s, 2817 chars)
2026-07-17 17:35:15,080 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9874 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:35:16,874 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9874 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:35:16,874 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #199: model=default provider=custom in=88259 out=15 total=88274 latency=1.8s
2026-07-17 17:35:16,898 INFO [20260712_081412_654c5f58] agent.tool_executor: tool cronjob completed (0.00s, 4370 chars)
2026-07-17 17:35:16,959 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9875 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:35:17,869 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:35:18,277 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9875 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:35:18,278 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #200: model=default provider=custom in=89631 out=69 total=89700 latency=1.3s cache=81111/89631 (90%)
2026-07-17 17:35:18,373 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool terminal returned error (0.08s): {"output": "", "exit_code": 1, "error": null, "exit_code_meaning": "No matches found (not an error)"}
2026-07-17 17:35:18,430 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9877 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:35:19,979 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9877 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:35:19,982 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #201: model=default provider=custom in=89740 out=180 total=89920 latency=1.6s cache=81106/89740 (90%)
2026-07-17 17:35:20,138 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool terminal returned error (0.12s): {"output": "Traceback (most recent call last):\n  File \"<string>\", line 5, in <module>\nsqlite3.OperationalError: no such column: parents\nTasks:", "exit_code": 1, "error": null}
2026-07-17 17:35:20,192 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9879 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:35:21,704 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:35:25,412 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:35:28,372 INFO [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: tool terminal completed (27.77s, 13455 chars)
2026-07-17 17:35:28,425 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9880 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:35:29,371 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:35:30,267 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9880 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:35:30,268 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #47: model=default provider=custom in=72239 out=78 total=72317 latency=1.9s cache=64903/72239 (90%)
2026-07-17 17:35:32,083 INFO [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: tool terminal completed (1.79s, 3807 chars)
2026-07-17 17:35:32,128 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9882 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:35:33,141 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:35:36,907 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:35:38,420 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9882 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:35:38,421 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #48: model=default provider=custom in=73999 out=3812 total=77811 latency=6.3s cache=68971/73999 (93%)
2026-07-17 17:35:38,507 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9879 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:35:38,519 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #202: model=default provider=custom in=89980 out=118 total=90098 latency=18.3s cache=85158/89980 (95%)
2026-07-17 17:35:39,068 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.39s, 1529 chars)
2026-07-17 17:35:39,241 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9884 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:35:40,849 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:35:44,637 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:35:48,531 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:35:52,431 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:35:55,529 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9884 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:35:55,530 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #203: model=default provider=custom in=90853 out=179 total=91032 latency=16.4s
2026-07-17 17:35:55,636 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.08s, 528 chars)
2026-07-17 17:35:55,695 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9887 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:35:56,249 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:35:58,329 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9887 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:35:58,330 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #204: model=default provider=custom in=91226 out=122 total=91348 latency=2.7s cache=85158/91226 (93%)
2026-07-17 17:35:58,430 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool terminal returned error (0.08s): {"output": "Traceback (most recent call last):\n  File \"<string>\", line 5, in <module>\nsqlite3.OperationalError: no such table: task_dependencies\nDependencies:", "exit_code": 1, "error": null}
2026-07-17 17:35:58,482 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9889 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:35:59,882 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9889 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:35:59,883 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #205: model=default provider=custom in=91410 out=122 total=91532 latency=1.4s cache=85155/91410 (93%)
2026-07-17 17:36:00,026 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.12s, 196 chars)
2026-07-17 17:36:00,120 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9891 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:36:00,279 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:36:04,522 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:36:05,092 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9891 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:36:05,095 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #206: model=default provider=custom in=91603 out=122 total=91725 latency=5.0s cache=85151/91603 (93%)
2026-07-17 17:36:05,310 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.16s, 921 chars)
2026-07-17 17:36:05,391 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9893 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:36:08,682 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 17:36:09,264 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9893 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:36:09,265 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #207: model=default provider=custom in=92431 out=1069 total=93500 latency=3.9s cache=85153/92431 (92%)
2026-07-17 17:36:09,433 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.13s, 101 chars)
2026-07-17 17:36:09,482 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9895 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:36:11,045 INFO gateway.run: kanban dispatcher [research-hub]: spawned=2 reclaimed=0 crashed=0 timed_out=0 promoted=2 auto_blocked=0
2026-07-17 17:36:12,005 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9895 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:36:12,008 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #208: model=default provider=custom in=93543 out=55 total=93598 latency=2.5s cache=85158/93543 (91%)
2026-07-17 17:36:12,839 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.79s, 2271 chars)
2026-07-17 17:36:12,933 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9897 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:36:14,791 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9897 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:36:14,792 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #209: model=default provider=custom in=94413 out=159 total=94572 latency=1.9s
2026-07-17 17:36:14,942 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.13s, 60 chars)
2026-07-17 17:36:15,008 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9899 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:36:17,486 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9899 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:36:17,487 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #210: model=default provider=custom in=94601 out=55 total=94656 latency=2.5s cache=89212/94601 (94%)
2026-07-17 17:36:18,300 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.79s, 2271 chars)
2026-07-17 17:36:18,358 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9901 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:36:39,336 WARNING [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: Tool terminal returned error (60.88s): {"output": "=== THAILAND NOTEBOOKLM SYNC ===\n\n[Step 1/4] Checking Auth & Doctor...\n✅ Auth OK.\n\n[Step 2/4] Fetching NotebookLM Source List...\nNotebookLM has 14 sources.\nParsed 14 entries from Ma
2026-07-17 17:36:39,413 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9902 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:36:50,068 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9902 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:36:50,069 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #49: model=default provider=custom in=77976 out=187 total=78163 latency=10.7s cache=68999/77976 (88%)
2026-07-17 17:37:11,257 INFO gateway.run: kanban dispatcher [research-hub]: spawned=2 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-17 17:37:45,960 INFO [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: tool terminal completed (55.87s, 26160 chars)
2026-07-17 17:37:46,060 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9904 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:37:50,530 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9904 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:37:50,532 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #50: model=default provider=custom in=87082 out=2952 total=90034 latency=4.5s cache=73124/87082 (84%)
2026-07-17 17:38:11,916 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9901 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:38:11,918 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #211: model=default provider=custom in=95471 out=169 total=95640 latency=113.6s cache=89214/95471 (93%)
2026-07-17 17:38:12,087 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.13s, 77 chars)
2026-07-17 17:38:12,151 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9907 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:38:14,937 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9907 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:38:14,940 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #212: model=default provider=custom in=95671 out=55 total=95726 latency=2.8s cache=72931/95671 (76%)
2026-07-17 17:38:15,771 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.79s, 2271 chars)
2026-07-17 17:38:15,833 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9909 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:38:33,927 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9909 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:38:33,928 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #213: model=default provider=custom in=96541 out=54 total=96595 latency=18.1s cache=89213/96541 (92%)
2026-07-17 17:38:36,298 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (2.20s, 21401 chars)
2026-07-17 17:38:36,361 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9911 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:38:37,858 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9911 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:38:37,859 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #214: model=default provider=custom in=104028 out=81 total=104109 latency=1.5s cache=89273/104028 (86%)
2026-07-17 17:38:37,922 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.04s, 45 chars)
2026-07-17 17:38:38,026 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9913 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:38:38,139 WARNING [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: Tool terminal returned error (47.55s): {"output": "=== OPTIMIZED THAILAND NOTEBOOKLM SYNC ===\nComment added to t_e92a1e30\nNotebookLM has 14 sources.\nParsed 14 entries from Master Tourism TL file.\nFound 14 sources needing summaries.\nCo
2026-07-17 17:38:38,284 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9914 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:38:39,564 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9913 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:38:39,565 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #215: model=default provider=custom in=104132 out=320 total=104452 latency=1.6s cache=97384/104132 (94%)
2026-07-17 17:38:39,706 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.12s, 93 chars)
2026-07-17 17:38:39,770 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9916 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:38:40,562 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9914 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:38:40,563 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #51: model=default provider=custom in=90162 out=183 total=90345 latency=2.3s cache=81267/90162 (90%)
2026-07-17 17:38:59,926 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9916 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:38:59,933 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #216: model=default provider=custom in=104486 out=55 total=104541 latency=20.2s
2026-07-17 17:39:00,982 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (1.01s, 2271 chars)
2026-07-17 17:39:01,059 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9919 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:39:05,926 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9919 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:39:05,928 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #217: model=default provider=custom in=105356 out=181 total=105537 latency=4.9s cache=72991/105356 (69%)
2026-07-17 17:39:06,132 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.18s, 45 chars)
2026-07-17 17:39:06,192 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9921 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:39:11,631 INFO gateway.run: kanban dispatcher [research-hub]: spawned=2 reclaimed=0 crashed=0 timed_out=0 promoted=2 auto_blocked=0
2026-07-17 17:39:19,898 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9921 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:39:19,902 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #218: model=default provider=custom in=109037 out=244 total=109281 latency=13.7s
2026-07-17 17:39:20,727 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.80s, 2271 chars)
2026-07-17 17:39:20,800 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9923 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:39:21,780 INFO [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: tool terminal completed (41.20s, 26669 chars)
2026-07-17 17:39:21,854 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9924 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:39:25,170 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9923 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:39:25,170 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #219: model=default provider=custom in=106430 out=157 total=106587 latency=4.4s
2026-07-17 17:39:25,328 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.13s, 45 chars)
2026-07-17 17:39:25,405 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9926 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:39:25,917 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9924 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:39:25,918 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #52: model=default provider=custom in=109010 out=774 total=109784 latency=4.1s
2026-07-17 17:39:25,982 INFO [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: tool terminal completed (0.05s, 45 chars)
2026-07-17 17:39:26,033 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9928 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:39:27,639 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9926 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:39:27,643 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #220: model=default provider=custom in=106610 out=67 total=106677 latency=2.3s cache=101436/106610 (95%)
2026-07-17 17:39:27,678 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool terminal returned error (0.00s): {"output": "", "exit_code": 1, "error": "Blocked: cannot restart or stop the gateway from inside the gateway process. The gateway would kill this command before it could complete (SIGTERM propagates t
2026-07-17 17:39:27,739 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9929 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:39:27,770 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9928 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:39:27,777 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #53: model=default provider=custom in=100011 out=34 total=100045 latency=1.8s cache=85388/100011 (85%)
2026-07-17 17:39:29,073 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9929 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:39:29,074 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #221: model=default provider=custom in=106755 out=157 total=106912 latency=1.4s cache=93317/106755 (87%)
2026-07-17 17:39:29,217 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.12s, 45 chars)
2026-07-17 17:39:29,268 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9932 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:39:31,519 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9932 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:39:31,520 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #222: model=default provider=custom in=106935 out=147 total=107082 latency=2.3s cache=101427/106935 (95%)
2026-07-17 17:39:31,665 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.13s, 128 chars)
2026-07-17 17:39:31,730 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9934 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:39:32,459 INFO [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: tool terminal completed (4.64s, 663 chars)
2026-07-17 17:39:32,505 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9935 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:39:33,579 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9934 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:39:33,582 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #223: model=default provider=custom in=107143 out=157 total=107300 latency=1.9s cache=101423/107143 (95%)
2026-07-17 17:39:33,776 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.14s, 45 chars)
2026-07-17 17:39:33,873 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9937 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:39:34,718 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9935 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:39:34,719 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #54: model=default provider=custom in=100245 out=44 total=100289 latency=2.2s cache=93516/100245 (93%)
2026-07-17 17:39:35,370 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9937 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:39:35,371 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #224: model=default provider=custom in=107323 out=146 total=107469 latency=1.5s cache=101419/107323 (94%)
2026-07-17 17:39:35,542 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.14s, 124 chars)
2026-07-17 17:39:35,612 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9940 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:39:36,380 INFO [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: tool terminal completed (1.60s, 7844 chars)
2026-07-17 17:39:36,445 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9941 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:39:39,270 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9940 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:39:39,271 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #225: model=default provider=custom in=107529 out=478 total=108007 latency=3.7s cache=101415/107529 (94%)
2026-07-17 17:39:39,317 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=29/60 budget=29/60 tool_turns=78 last_msg_role=assistant response_len=1564 session=20260712_081412_654c5f58
2026-07-17 17:39:39,358 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=271.4s api_calls=29 response=1564 chars
2026-07-17 17:39:39,441 INFO gateway.platforms.base: [Telegram] Sending response (1564 chars) to -1003707758328
2026-07-17 17:39:39,457 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:39:39,630 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 17:39:39,685 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=190 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-17 17:39:39,900 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9942 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:39:39,926 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9941 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:39:39,933 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #55: model=default provider=custom in=104422 out=1207 total=105629 latency=3.5s
2026-07-17 17:39:47,087 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9942 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:39:47,091 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=109149 out=2215 total=111364 latency=7.4s
2026-07-17 17:39:47,164 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_manage completed (0.07s, 217 chars)
2026-07-17 17:39:47,230 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9944 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:40:12,010 INFO gateway.run: kanban dispatcher [research-hub]: spawned=2 reclaimed=0 crashed=0 timed_out=0 promoted=2 auto_blocked=0
2026-07-17 17:40:13,375 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9944 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:40:13,378 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=110241 out=447 total=110688 latency=26.2s
2026-07-17 17:40:13,437 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.05s): {"success": false, "error": "Refusing background curator patch for skill 'hermes-kanban': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, or s
2026-07-17 17:40:13,510 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9945 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:40:15,930 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9945 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:40:15,931 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #3: model=default provider=custom in=110788 out=20 total=110808 latency=2.5s
2026-07-17 17:40:16,583 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_view completed (0.65s, 63684 chars)
2026-07-17 17:40:16,645 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9946 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:40:19,000 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9946 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:40:19,002 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #4: model=default provider=custom in=127659 out=486 total=128145 latency=2.4s cache=105613/127659 (83%)
2026-07-17 17:40:19,089 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_manage completed (0.07s, 529 chars)
2026-07-17 17:40:19,166 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9947 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:40:37,700 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9947 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:40:37,702 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #5: model=default provider=custom in=128298 out=285 total=128583 latency=18.6s cache=121861/128298 (95%)
2026-07-17 17:40:37,713 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=5/16 budget=5/16 tool_turns=82 last_msg_role=assistant response_len=1054 session=20260712_081412_654c5f58
2026-07-17 17:40:37,721 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:40:40,370 WARNING [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: Tool terminal returned error (60.34s): {"output": "[Command timed out after 60s]", "exit_code": 124, "error": null}
2026-07-17 17:40:40,446 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9948 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:40:49,760 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9948 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:40:49,761 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #56: model=default provider=custom in=105664 out=38 total=105702 latency=9.3s cache=97609/105664 (92%)
2026-07-17 17:40:49,829 INFO [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: tool terminal completed (0.05s, 206 chars)
2026-07-17 17:40:49,874 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9950 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:40:52,698 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9950 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:40:52,701 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #57: model=default provider=custom in=105817 out=1200 total=107017 latency=2.8s cache=101671/105817 (96%)
2026-07-17 17:41:52,965 WARNING [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: Tool terminal returned error (60.19s): {"output": "[Command timed out after 60s]", "exit_code": 124, "error": null}
2026-07-17 17:41:53,052 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9952 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:42:01,136 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9952 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:42:01,142 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #58: model=default provider=custom in=107052 out=38 total=107090 latency=8.1s cache=101674/107052 (95%)
2026-07-17 17:42:01,220 INFO [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: tool terminal completed (0.05s, 270 chars)
2026-07-17 17:42:01,276 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9954 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:42:04,387 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9954 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:42:04,390 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #59: model=default provider=custom in=107239 out=1171 total=108410 latency=3.1s cache=101669/107239 (95%)
2026-07-17 17:42:04,428 WARNING [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: Tool terminal returned error (0.00s): {"output": "", "exit_code": -1, "error": "Foreground command uses '&' backgrounding. Use terminal(background=true) for long-lived processes, then run health checks and tests in follow-up terminal call
2026-07-17 17:42:04,502 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9955 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:42:07,005 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9955 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:42:07,008 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call #60: model=default provider=custom in=108474 out=64 total=108538 latency=2.5s cache=101672/108474 (94%)
2026-07-17 17:42:07,064 INFO [cron_9be1c0e5bda5_20260717_173023] agent.tool_executor: tool terminal completed (0.03s, 149 chars)
2026-07-17 17:43:27,994 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (78 chars)
2026-07-17 17:43:28,018 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='ok giữ blocked, make sure nếu tôi run cron thì cron prompt đủ chi tiết để hiểu' reply_to_id=12 reply_to_text=''
2026-07-17 17:43:28,283 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 17:43:28,390 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=190 msg='[NN Vo] ok giữ blocked, make sure nếu tôi run cron thì cron prompt đủ chi tiết đ...'
2026-07-17 17:43:28,487 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9956 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:43:56,354 WARNING [cron_9be1c0e5bda5_20260717_173023] agent.chat_completion_helpers: Failed to get summary response: Error code: 400 - {'error': {'message': '[codex/gpt-5.3-codex-low] [400]: {"detail":"The \'gpt-5.4\' model is not supported when using Codex with a ChatGPT account."} (reset after 23s)'}}
2026-07-17 17:43:56,379 INFO [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: Turn ended: reason=max_iterations_reached(60/60) model=default api_calls=60/60 budget=58/60 tool_turns=60 last_msg_role=assistant response_len=256 session=cron_9be1c0e5bda5_20260717_173023
2026-07-17 17:43:56,399 WARNING cron.scheduler: Job 'Research-TL-Tourism-Policy' reached the iteration limit but produced a final fallback response; delivering the response instead of failing the cron run
2026-07-17 17:43:56,400 INFO cron.scheduler: Job 'Research-TL-Tourism-Policy' completed successfully
2026-07-17 17:43:56,516 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:43:56,813 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 17:43:56,869 INFO [cron_9be1c0e5bda5_20260717_173023] agent.turn_context: conversation turn: session=cron_9be1c0e5bda5_20260717_173023 model=default provider=custom platform=cron history=123 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-17 17:43:56,955 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9957 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:43:57,190 INFO cron.scheduler: Job '9be1c0e5bda5': delivered to telegram:-1003707758328 via live adapter
2026-07-17 17:43:57,199 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=cron-parallel_0:135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:43:57,862 INFO agent.chat_completion_helpers: Streaming failed before delivery: Error code: 400 - {'error': {'message': '[codex/gpt-5.4-review] [400]: {"detail":"The \'gpt-5.3-codex-spark\' model is not supported when using Codex with a ChatGPT a (reset after 21s)'}}
2026-07-17 17:43:57,881 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9957 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:43:57,886 WARNING [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: API call failed (attempt 1/3) error_type=BadRequestError thread=bg-review:135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default summary=HTTP 400: [codex/gpt-5.4-review] [400]: {"detail":"The 'gpt-5.3-codex-spark' model is not supported when using Codex with a ChatGPT a (reset after 21s)
2026-07-17 17:43:58,353 ERROR [cron_9be1c0e5bda5_20260717_173023] agent.conversation_loop: Non-retryable client error: Error code: 400 - {'error': {'message': '[codex/gpt-5.4-review] [400]: {"detail":"The \'gpt-5.3-codex-spark\' model is not supported when using Codex with a ChatGPT a (reset after 21s)'}}
2026-07-17 17:43:58,355 INFO [cron_9be1c0e5bda5_20260717_173023] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:44:02,771 INFO agent.chat_completion_helpers: Streaming failed before delivery: Error code: 400 - {'error': {'message': '[codex/gpt-5.3-codex-spark] [400]: {"detail":"The \'gpt-5.3-codex-spark\' model is not supported when using Codex with a ChatGPT a (reset after 17s)'}}
2026-07-17 17:44:02,772 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9956 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:44:02,776 WARNING [20260712_081412_654c5f58] agent.conversation_loop: API call failed (attempt 1/3) error_type=BadRequestError thread=hermes-gateway_2:135522785650368 provider=custom base_url=http://localhost:20128/v1 model=default summary=HTTP 400: [codex/gpt-5.3-codex-spark] [400]: {"detail":"The 'gpt-5.3-codex-spark' model is not supported when using Codex with a ChatGPT a (reset after 17s)
2026-07-17 17:44:03,197 ERROR [20260712_081412_654c5f58] agent.conversation_loop: Non-retryable client error: Error code: 400 - {'error': {'message': '[codex/gpt-5.3-codex-spark] [400]: {"detail":"The \'gpt-5.3-codex-spark\' model is not supported when using Codex with a ChatGPT a (reset after 17s)'}}
2026-07-17 17:44:03,217 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=35.2s api_calls=1 response=156 chars
2026-07-17 17:44:03,257 INFO gateway.platforms.base: [Telegram] Sending response (120 chars) to -1003707758328
2026-07-17 17:44:12,546 INFO gateway.run: kanban dispatcher: reaped 7 zombie worker(s), pids=[743045, 745652, 745653, 746457, 746458, 742426, 743790]
2026-07-17 17:44:12,667 INFO gateway.run: kanban dispatcher [research-hub]: spawned=2 reclaimed=0 crashed=2 timed_out=0 promoted=2 auto_blocked=2
2026-07-17 17:45:12,750 INFO gateway.run: kanban dispatcher: reaped 2 zombie worker(s), pids=[748435, 748436]
2026-07-17 17:45:12,833 INFO gateway.run: kanban dispatcher [research-hub]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-17 17:47:13,044 INFO gateway.run: kanban dispatcher: reaped 2 zombie worker(s), pids=[743044, 748661]
2026-07-17 17:47:13,110 INFO gateway.run: kanban dispatcher [research-hub]: spawned=1 reclaimed=0 crashed=1 timed_out=0 promoted=1 auto_blocked=1
2026-07-17 17:47:15,386 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (29 chars)
2026-07-17 17:47:15,423 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='continue setup task & cronjob' reply_to_id=12 reply_to_text=''
2026-07-17 17:47:15,568 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 17:47:15,673 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=191 msg='[NN Vo] continue setup task & cronjob'
2026-07-17 17:47:15,704 INFO [20260712_081412_654c5f58] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260712_081412_654c5f58)
2026-07-17 17:47:15,764 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9958 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:49:28,256 INFO tui_gateway.ws: ws accepted peer=127.0.0.1:53756
2026-07-17 17:49:28,784 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=Thread-72 (_build):124939457787584 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:49:29,021 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 17:49:29,762 INFO hermes_cli.web_server: pty accepted peer=127.0.0.1 mode=loopback cred=token
2026-07-17 17:49:36,554 INFO tui_gateway.ws: ws accepted peer=127.0.0.1:56624
2026-07-17 17:49:36,873 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=Thread-78 (_build):124939415824064 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:49:36,988 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 17:50:02,801 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9958 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:50:02,809 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #226: model=default provider=custom in=99489 out=195 total=99684 latency=167.1s
2026-07-17 17:50:03,058 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.15s): {"success": false, "error": "Skill 'hermes-agent:configure-or-extend' not found.", "available_skills": ["computer-use", "deploy-internal-dashboard", "dogfood", "onboarding", "research-add-items", "sta
2026-07-17 17:50:03,174 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9959 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:50:23,558 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Cached user photo at /root/.hermes/cache/images/img_56185275f6f7.jpg
2026-07-17 17:50:24,360 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing photo batch agent:main:telegram:group:-1003707758328:12:photo-burst with 1 image(s)
2026-07-17 17:50:24,487 INFO [20260712_081412_654c5f58] run_agent: OpenAI client aborted (stream_interrupt_abort, shared=False, tcp_force_closed=0, deferred_close=stranger_thread) thread=hermes-gateway_0:135524911138496 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:50:24,499 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=interrupted_during_api_call model=default api_calls=2/60 budget=2/60 tool_turns=79 last_msg_role=assistant response_len=66 session=20260712_081412_654c5f58
2026-07-17 17:50:24,578 INFO gateway.run: Image routing: text (mode=text). Pre-analyzing 1 image(s) via vision_analyze.
2026-07-17 17:50:24,579 INFO tools.vision_tools: Analyzing image: /root/.hermes/cache/images/img_56185275f6f7.jpg
2026-07-17 17:50:24,579 INFO tools.vision_tools: User prompt: Describe everything visible in this image in thorough detail. Include any text, code, data, objects,
2026-07-17 17:50:24,584 INFO tools.vision_tools: Image ready (79.1 KB)
2026-07-17 17:50:24,584 INFO tools.vision_tools: Converting image to base64...
2026-07-17 17:50:24,588 INFO tools.vision_tools: Image converted to base64 (105.4 KB)
2026-07-17 17:50:24,588 INFO tools.vision_tools: Processing image with vision model...
2026-07-17 17:50:35,682 INFO tools.vision_tools: Image analysis completed (2984 characters)
2026-07-17 17:50:35,994 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=194 msg="[The user sent an image~ Here's what I can see: The image shows a dark-themed co..."
2026-07-17 17:50:36,066 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9960 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:50:50,832 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9959 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:51:01,802 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9960 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:51:01,806 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #227: model=default provider=custom in=101753 out=871 total=102624 latency=25.8s
2026-07-17 17:51:01,844 INFO [20260712_081412_654c5f58] agent.tool_executor: tool cronjob completed (0.01s, 963 chars)
2026-07-17 17:51:02,865 INFO [20260712_081412_654c5f58] agent.tool_executor: tool cronjob completed (0.01s, 994 chars)
2026-07-17 17:51:02,937 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9961 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:51:32,988 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9961 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:51:32,989 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #228: model=default provider=custom in=102781 out=1948 total=104729 latency=30.1s cache=99328/102781 (97%)
2026-07-17 17:51:33,023 INFO [20260712_081412_654c5f58] agent.tool_executor: tool cronjob completed (0.01s, 1069 chars)
2026-07-17 17:51:34,043 INFO [20260712_081412_654c5f58] agent.tool_executor: tool cronjob completed (0.01s, 1100 chars)
2026-07-17 17:51:34,097 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9962 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:51:42,131 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9962 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 17:51:42,133 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #229: model=default provider=custom in=105412 out=394 total=105806 latency=8.1s cache=100864/105412 (96%)
2026-07-17 17:51:42,164 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=3/60 tool_turns=81 last_msg_role=assistant response_len=1173 session=20260712_081412_654c5f58
2026-07-17 17:51:42,189 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=266.8s api_calls=3 response=1173 chars
2026-07-17 17:51:42,233 INFO gateway.platforms.base: [Telegram] Sending response (1173 chars) to -1003707758328
2026-07-17 17:54:13,842 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[748744]
2026-07-17 17:54:13,905 INFO gateway.run: kanban dispatcher [research-hub]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-17 17:55:13,991 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[749720]
2026-07-17 17:55:14,071 INFO gateway.run: kanban dispatcher [research-hub]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-17 18:00:24,380 INFO cron.scheduler: Running job 'Research-VN-Tourism-Policy' (ID: 2931206b63d8)
2026-07-17 18:00:24,380 INFO cron.scheduler: Prompt: [IMPORTANT: The user has invoked the "notebooklm-research" skill, indicating they want you to follow
2026-07-17 18:00:24,383 INFO cron.scheduler: Job '2931206b63d8': using workdir /opt/ai-os/products/ceo
2026-07-17 18:00:24,475 INFO cron.scheduler: Job '2931206b63d8': 61 MCP tool(s) available
2026-07-17 18:00:24,542 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=cron-seq_0:135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:00:24,561 WARNING tools.registry: check_fn _browser_cdp_check returned False; dependent tools will be unavailable this turn
2026-07-17 18:00:24,571 WARNING tools.registry: check_fn _browser_dialog_check returned False; dependent tools will be unavailable this turn
2026-07-17 18:00:24,584 WARNING tools.registry: check_fn check_close_terminal_requirements returned False; dependent tools will be unavailable this turn
2026-07-17 18:00:24,586 WARNING tools.registry: check_fn check_computer_use_requirements returned False; dependent tools will be unavailable this turn
2026-07-17 18:00:24,645 WARNING tools.registry: check_fn check_image_generation_requirements returned False; dependent tools will be unavailable this turn
2026-07-17 18:00:24,649 WARNING tools.registry: check_fn _check_kanban_mode returned False; dependent tools will be unavailable this turn
2026-07-17 18:00:24,653 WARNING tools.registry: check_fn _check_kanban_orchestrator_mode returned False; dependent tools will be unavailable this turn
2026-07-17 18:00:24,655 WARNING tools.registry: check_fn check_read_terminal_requirements returned False; dependent tools will be unavailable this turn
2026-07-17 18:00:24,951 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 18:00:24,982 INFO [cron_2931206b63d8_20260717_180024] agent.turn_context: conversation turn: session=cron_2931206b63d8_20260717_180024 model=default provider=custom platform=cron history=0 msg='[IMPORTANT: The user has invoked the "notebooklm-research" skill, indicating the...'
2026-07-17 18:00:25,191 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9963 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:00:48,334 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (77 chars)
2026-07-17 18:00:49,400 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='tôi sửa thử workdir /opt/ai-os/products/ceo/research nhưng báo lỗi ko tồn tại' reply_to_id=12 reply_to_text=''
2026-07-17 18:00:49,604 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 18:00:49,711 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=203 msg='[NN Vo] tôi sửa thử workdir /opt/ai-os/products/ceo/research nhưng báo lỗi ko tồ...'
2026-07-17 18:00:49,745 INFO [20260712_081412_654c5f58] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260712_081412_654c5f58)
2026-07-17 18:00:49,792 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9964 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:01:34,681 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9963 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:01:34,683 INFO [cron_2931206b63d8_20260717_180024] agent.conversation_loop: API call #1: model=default provider=custom in=30844 out=294 total=31138 latency=69.5s
2026-07-17 18:01:34,933 WARNING tools.skills_tool: Skill name collision for 'research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-17 18:01:34,935 INFO agent.tool_executor: tool skill_view failed (0.22s): {"success": false, "error": "Ambiguous skill name 'research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.",
2026-07-17 18:01:34,941 INFO agent.tool_executor: tool skill_view completed (0.23s, 63692 chars)
2026-07-17 18:01:34,944 WARNING [cron_2931206b63d8_20260717_180024] agent.tool_executor: Tool skill_view returned error (0.22s): {"success": false, "error": "Ambiguous skill name 'research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.",
2026-07-17 18:01:35,024 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9965 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:05:22,788 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9965 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:05:22,791 INFO [cron_2931206b63d8_20260717_180024] agent.conversation_loop: API call #2: model=default provider=custom in=46269 out=270 total=46539 latency=227.8s
2026-07-17 18:05:22,924 INFO agent.tool_executor: tool search_files completed (0.09s, 186 chars)
2026-07-17 18:05:23,075 WARNING tools.skills_tool: Skill name collision for 'research/research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-17 18:05:23,076 INFO agent.tool_executor: tool skill_view failed (0.25s): {"success": false, "error": "Ambiguous skill name 'research/research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorize
2026-07-17 18:05:23,110 INFO agent.tool_executor: tool skill_view completed (0.28s, 12309 chars)
2026-07-17 18:05:23,111 WARNING [cron_2931206b63d8_20260717_180024] agent.tool_executor: Tool skill_view returned error (0.25s): {"success": false, "error": "Ambiguous skill name 'research/research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorize
2026-07-17 18:05:23,175 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9968 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:05:28,081 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9964 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:05:28,082 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #230: model=default provider=custom in=113444 out=539 total=113983 latency=278.3s
2026-07-17 18:05:28,189 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool terminal returned error (0.04s): {"output": "ls: cannot access '/opt/ai-os/products/ceo/research': No such file or directory", "exit_code": 2, "error": null}
2026-07-17 18:05:28,270 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9970 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:06:56,020 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9968 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:06:56,023 INFO [cron_2931206b63d8_20260717_180024] agent.conversation_loop: API call #3: model=default provider=custom in=51133 out=143 total=51276 latency=92.9s cache=28672/51133 (56%)
2026-07-17 18:06:56,133 WARNING [cron_2931206b63d8_20260717_180024] tools.skills_tool: Skill name collision for 'research/research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-17 18:06:56,136 WARNING [cron_2931206b63d8_20260717_180024] agent.tool_executor: Tool skill_view returned error (0.08s): {"success": false, "error": "Ambiguous skill name 'research/research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorize
2026-07-17 18:06:56,221 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9971 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:07:02,458 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9970 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:07:02,461 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #231: model=default provider=custom in=105956 out=145 total=106101 latency=94.2s cache=103424/105956 (98%)
2026-07-17 18:07:02,526 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.04s, 372 chars)
2026-07-17 18:07:02,588 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9973 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:07:06,299 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9971 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:07:06,299 INFO [cron_2931206b63d8_20260717_180024] agent.conversation_loop: API call #4: model=default provider=custom in=51349 out=465 total=51814 latency=10.1s cache=48640/51349 (95%)
2026-07-17 18:07:06,463 INFO [cron_2931206b63d8_20260717_180024] agent.tool_executor: tool read_file completed (0.12s, 6783 chars)
2026-07-17 18:07:08,259 INFO [cron_2931206b63d8_20260717_180024] agent.tool_executor: tool terminal completed (0.78s, 2271 chars)
2026-07-17 18:07:08,297 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9979 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:07:10,153 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9973 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:07:10,154 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #232: model=default provider=custom in=106214 out=198 total=106412 latency=7.6s cache=103424/106214 (97%)
2026-07-17 18:07:10,178 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=3/60 tool_turns=83 last_msg_role=assistant response_len=624 session=20260712_081412_654c5f58
2026-07-17 18:07:10,229 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=380.8s api_calls=3 response=624 chars
2026-07-17 18:07:10,267 INFO gateway.platforms.base: [Telegram] Sending response (624 chars) to -1003707758328
2026-07-17 18:07:12,218 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9979 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:07:12,219 INFO [cron_2931206b63d8_20260717_180024] agent.conversation_loop: API call #5: model=default provider=custom in=54458 out=173 total=54631 latency=3.9s cache=49152/54458 (90%)
2026-07-17 18:07:12,288 WARNING [cron_2931206b63d8_20260717_180024] tools.skills_tool: Skill name collision for 'research/research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-17 18:07:12,288 WARNING [cron_2931206b63d8_20260717_180024] agent.tool_executor: Tool skill_view returned error (0.05s): {"success": false, "error": "Ambiguous skill name 'research/research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorize
2026-07-17 18:07:12,328 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9980 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:07:22,101 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9980 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:07:22,102 INFO [cron_2931206b63d8_20260717_180024] agent.conversation_loop: API call #6: model=default provider=custom in=54674 out=538 total=55212 latency=9.8s cache=52224/54674 (96%)
2026-07-17 18:07:22,907 INFO [cron_2931206b63d8_20260717_180024] agent.tool_executor: tool terminal completed (0.78s, 1813 chars)
2026-07-17 18:07:24,701 INFO [cron_2931206b63d8_20260717_180024] agent.tool_executor: tool terminal completed (0.78s, 835 chars)
2026-07-17 18:07:24,737 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9983 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:07:45,574 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9983 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:07:45,575 INFO [cron_2931206b63d8_20260717_180024] agent.conversation_loop: API call #7: model=default provider=custom in=55877 out=699 total=56576 latency=20.9s cache=52224/55877 (93%)
2026-07-17 18:07:45,596 INFO [cron_2931206b63d8_20260717_180024] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=7/60 budget=7/60 tool_turns=6 last_msg_role=assistant response_len=475 session=cron_2931206b63d8_20260717_180024
2026-07-17 18:07:45,603 INFO cron.scheduler: Job 'Research-VN-Tourism-Policy' completed successfully
2026-07-17 18:07:46,170 INFO cron.scheduler: Job '2931206b63d8': delivered to telegram:-1003707758328 via live adapter
2026-07-17 18:07:46,172 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=cron-seq_0:135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:08:16,179 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[749832]
2026-07-17 18:08:16,261 INFO gateway.run: kanban dispatcher [research-hub]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-17 18:10:16,489 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[750600]
2026-07-17 18:30:25,227 INFO cron.scheduler: Running job 'Research-TL-Tourism-Policy' (ID: 9be1c0e5bda5)
2026-07-17 18:30:25,227 INFO cron.scheduler: Prompt: [IMPORTANT: The user has invoked the "notebooklm-research" skill, indicating they want you to follow
2026-07-17 18:30:25,228 INFO cron.scheduler: Job '9be1c0e5bda5': using workdir /opt/ai-os/products/ceo
2026-07-17 18:30:25,332 INFO cron.scheduler: Job '9be1c0e5bda5': 61 MCP tool(s) available
2026-07-17 18:30:25,400 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=cron-seq_0:135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:30:25,611 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 18:30:25,639 INFO [cron_9be1c0e5bda5_20260717_183025] agent.turn_context: conversation turn: session=cron_9be1c0e5bda5_20260717_183025 model=default provider=custom platform=cron history=0 msg='[IMPORTANT: The user has invoked the "notebooklm-research" skill, indicating the...'
2026-07-17 18:30:25,777 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9984 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:30:28,189 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9984 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:30:28,190 INFO [cron_9be1c0e5bda5_20260717_183025] agent.conversation_loop: API call #1: model=default provider=custom in=35155 out=638 total=35793 latency=2.4s
2026-07-17 18:30:29,404 WARNING [cron_9be1c0e5bda5_20260717_183025] agent.tool_executor: Tool terminal returned error (1.19s): {"output": "usage: hermes [-h] [--version] [-z PROMPT] [--usage-file PATH] [-m MODEL]\n              [--provider PROVIDER] [-t TOOLSETS] [--resume SESSION]\n              [--continue [SESSION_NAME]] [
2026-07-17 18:30:29,432 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9986 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:32:44,382 INFO tui_gateway.ws: ws accepted peer=127.0.0.1:38244
2026-07-17 18:32:46,489 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=Thread-84 (_build):124939038348992 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:32:46,641 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 18:32:47,315 INFO hermes_cli.web_server: pty accepted peer=127.0.0.1 mode=loopback cred=token
2026-07-17 18:33:46,973 INFO tools.mcp_tool: MCP server 'paper-search-mcp' (stdio): registered 61 tool(s): mcp__paper_search_mcp__search_papers, mcp__paper_search_mcp__search_arxiv, mcp__paper_search_mcp__search_pubmed, mcp__paper_search_mcp__search_biorxiv, mcp__paper_search_mcp__search_medrxiv, mcp__paper_search_mcp__search_google_scholar, mcp__paper_search_mcp__search_iacr, mcp__paper_search_mcp__download_arxiv, mcp__paper_search_mcp__download_pubmed, mcp__paper_search_mcp__download_biorxiv, mcp__paper_search_mcp__download_medrxiv, mcp__paper_search_mcp__download_iacr, mcp__paper_search_mcp__read_arxiv_paper, mcp__paper_search_mcp__read_pubmed_paper, mcp__paper_search_mcp__read_biorxiv_paper, mcp__paper_search_mcp__read_medrxiv_paper, mcp__paper_search_mcp__read_iacr_paper, mcp__paper_search_mcp__search_semantic, mcp__paper_search_mcp__download_semantic, mcp__paper_search_mcp__read_semantic_paper, mcp__paper_search_mcp__search_crossref, mcp__paper_search_mcp__get_crossref_paper_by_doi, mcp__paper_search_mcp__download_crossref, mcp__paper_search_mcp__download_scihub, mcp__paper_search_mcp__download_with_fallback, mcp__paper_search_mcp__read_crossref_paper, mcp__paper_search_mcp__search_openalex, mcp__paper_search_mcp__search_pmc, mcp__paper_search_mcp__search_core, mcp__paper_search_mcp__search_europepmc, mcp__paper_search_mcp__search_dblp, mcp__paper_search_mcp__search_openaire, mcp__paper_search_mcp__search_citeseerx, mcp__paper_search_mcp__search_doaj, mcp__paper_search_mcp__search_base, mcp__paper_search_mcp__search_zenodo, mcp__paper_search_mcp__search_hal, mcp__paper_search_mcp__search_ssrn, mcp__paper_search_mcp__search_unpaywall, mcp__paper_search_mcp__read_dblp_paper, mcp__paper_search_mcp__download_dblp, mcp__paper_search_mcp__read_openaire_paper, mcp__paper_search_mcp__download_openaire, mcp__paper_search_mcp__read_citeseerx_paper, mcp__paper_search_mcp__download_citeseerx, mcp__paper_search_mcp__read_doaj_paper, mcp__paper_search_mcp__download_doaj, mcp__paper_search_mcp__read_base_paper, mcp__paper_search_mcp__download_base, mcp__paper_search_mcp__read_zenodo_paper, mcp__paper_search_mcp__download_zenodo, mcp__paper_search_mcp__read_hal_paper, mcp__paper_search_mcp__download_hal, mcp__paper_search_mcp__read_ssrn_paper, mcp__paper_search_mcp__download_ssrn, mcp__paper_search_mcp__read_openalex_paper, mcp__paper_search_mcp__download_openalex, mcp__paper_search_mcp__list_resources, mcp__paper_search_mcp__read_resource, mcp__paper_search_mcp__list_prompts, mcp__paper_search_mcp__get_prompt
2026-07-17 18:33:46,975 INFO tools.mcp_tool: MCP: registered 61 tool(s) from 1 server(s)
2026-07-17 18:33:46,975 INFO tools.mcp_tool:   MCP: 61 tool(s) from 1 server(s)
2026-07-17 18:33:47,015 WARNING tools.registry: check_fn _browser_cdp_check returned False; dependent tools will be unavailable this turn
2026-07-17 18:33:47,034 WARNING tools.registry: check_fn _browser_dialog_check returned False; dependent tools will be unavailable this turn
2026-07-17 18:33:47,048 WARNING tools.registry: check_fn check_close_terminal_requirements returned False; dependent tools will be unavailable this turn
2026-07-17 18:33:47,049 WARNING tools.registry: check_fn check_computer_use_requirements returned False; dependent tools will be unavailable this turn
2026-07-17 18:33:47,105 WARNING tools.registry: check_fn check_image_generation_requirements returned False; dependent tools will be unavailable this turn
2026-07-17 18:33:47,110 WARNING tools.registry: check_fn _check_kanban_mode returned False; dependent tools will be unavailable this turn
2026-07-17 18:33:47,117 WARNING tools.registry: check_fn _check_kanban_orchestrator_mode returned False; dependent tools will be unavailable this turn
2026-07-17 18:33:47,118 WARNING tools.registry: check_fn check_read_terminal_requirements returned False; dependent tools will be unavailable this turn
2026-07-17 18:33:54,145 INFO tools.mcp_tool: MCP server 'paper-search-mcp' (stdio): registered 61 tool(s): mcp__paper_search_mcp__search_papers, mcp__paper_search_mcp__search_arxiv, mcp__paper_search_mcp__search_pubmed, mcp__paper_search_mcp__search_biorxiv, mcp__paper_search_mcp__search_medrxiv, mcp__paper_search_mcp__search_google_scholar, mcp__paper_search_mcp__search_iacr, mcp__paper_search_mcp__download_arxiv, mcp__paper_search_mcp__download_pubmed, mcp__paper_search_mcp__download_biorxiv, mcp__paper_search_mcp__download_medrxiv, mcp__paper_search_mcp__download_iacr, mcp__paper_search_mcp__read_arxiv_paper, mcp__paper_search_mcp__read_pubmed_paper, mcp__paper_search_mcp__read_biorxiv_paper, mcp__paper_search_mcp__read_medrxiv_paper, mcp__paper_search_mcp__read_iacr_paper, mcp__paper_search_mcp__search_semantic, mcp__paper_search_mcp__download_semantic, mcp__paper_search_mcp__read_semantic_paper, mcp__paper_search_mcp__search_crossref, mcp__paper_search_mcp__get_crossref_paper_by_doi, mcp__paper_search_mcp__download_crossref, mcp__paper_search_mcp__download_scihub, mcp__paper_search_mcp__download_with_fallback, mcp__paper_search_mcp__read_crossref_paper, mcp__paper_search_mcp__search_openalex, mcp__paper_search_mcp__search_pmc, mcp__paper_search_mcp__search_core, mcp__paper_search_mcp__search_europepmc, mcp__paper_search_mcp__search_dblp, mcp__paper_search_mcp__search_openaire, mcp__paper_search_mcp__search_citeseerx, mcp__paper_search_mcp__search_doaj, mcp__paper_search_mcp__search_base, mcp__paper_search_mcp__search_zenodo, mcp__paper_search_mcp__search_hal, mcp__paper_search_mcp__search_ssrn, mcp__paper_search_mcp__search_unpaywall, mcp__paper_search_mcp__read_dblp_paper, mcp__paper_search_mcp__download_dblp, mcp__paper_search_mcp__read_openaire_paper, mcp__paper_search_mcp__download_openaire, mcp__paper_search_mcp__read_citeseerx_paper, mcp__paper_search_mcp__download_citeseerx, mcp__paper_search_mcp__read_doaj_paper, mcp__paper_search_mcp__download_doaj, mcp__paper_search_mcp__read_base_paper, mcp__paper_search_mcp__download_base, mcp__paper_search_mcp__read_zenodo_paper, mcp__paper_search_mcp__download_zenodo, mcp__paper_search_mcp__read_hal_paper, mcp__paper_search_mcp__download_hal, mcp__paper_search_mcp__read_ssrn_paper, mcp__paper_search_mcp__download_ssrn, mcp__paper_search_mcp__read_openalex_paper, mcp__paper_search_mcp__download_openalex, mcp__paper_search_mcp__list_resources, mcp__paper_search_mcp__read_resource, mcp__paper_search_mcp__list_prompts, mcp__paper_search_mcp__get_prompt
2026-07-17 18:33:54,147 INFO tools.mcp_tool: MCP: registered 61 tool(s) from 1 server(s)
2026-07-17 18:33:54,147 INFO tools.mcp_tool:   MCP: 61 tool(s) from 1 server(s)
2026-07-17 18:33:59,210 INFO tools.mcp_tool: MCP server 'paper-search-mcp' (stdio): registered 61 tool(s): mcp__paper_search_mcp__search_papers, mcp__paper_search_mcp__search_arxiv, mcp__paper_search_mcp__search_pubmed, mcp__paper_search_mcp__search_biorxiv, mcp__paper_search_mcp__search_medrxiv, mcp__paper_search_mcp__search_google_scholar, mcp__paper_search_mcp__search_iacr, mcp__paper_search_mcp__download_arxiv, mcp__paper_search_mcp__download_pubmed, mcp__paper_search_mcp__download_biorxiv, mcp__paper_search_mcp__download_medrxiv, mcp__paper_search_mcp__download_iacr, mcp__paper_search_mcp__read_arxiv_paper, mcp__paper_search_mcp__read_pubmed_paper, mcp__paper_search_mcp__read_biorxiv_paper, mcp__paper_search_mcp__read_medrxiv_paper, mcp__paper_search_mcp__read_iacr_paper, mcp__paper_search_mcp__search_semantic, mcp__paper_search_mcp__download_semantic, mcp__paper_search_mcp__read_semantic_paper, mcp__paper_search_mcp__search_crossref, mcp__paper_search_mcp__get_crossref_paper_by_doi, mcp__paper_search_mcp__download_crossref, mcp__paper_search_mcp__download_scihub, mcp__paper_search_mcp__download_with_fallback, mcp__paper_search_mcp__read_crossref_paper, mcp__paper_search_mcp__search_openalex, mcp__paper_search_mcp__search_pmc, mcp__paper_search_mcp__search_core, mcp__paper_search_mcp__search_europepmc, mcp__paper_search_mcp__search_dblp, mcp__paper_search_mcp__search_openaire, mcp__paper_search_mcp__search_citeseerx, mcp__paper_search_mcp__search_doaj, mcp__paper_search_mcp__search_base, mcp__paper_search_mcp__search_zenodo, mcp__paper_search_mcp__search_hal, mcp__paper_search_mcp__search_ssrn, mcp__paper_search_mcp__search_unpaywall, mcp__paper_search_mcp__read_dblp_paper, mcp__paper_search_mcp__download_dblp, mcp__paper_search_mcp__read_openaire_paper, mcp__paper_search_mcp__download_openaire, mcp__paper_search_mcp__read_citeseerx_paper, mcp__paper_search_mcp__download_citeseerx, mcp__paper_search_mcp__read_doaj_paper, mcp__paper_search_mcp__download_doaj, mcp__paper_search_mcp__read_base_paper, mcp__paper_search_mcp__download_base, mcp__paper_search_mcp__read_zenodo_paper, mcp__paper_search_mcp__download_zenodo, mcp__paper_search_mcp__read_hal_paper, mcp__paper_search_mcp__download_hal, mcp__paper_search_mcp__read_ssrn_paper, mcp__paper_search_mcp__download_ssrn, mcp__paper_search_mcp__read_openalex_paper, mcp__paper_search_mcp__download_openalex, mcp__paper_search_mcp__list_resources, mcp__paper_search_mcp__read_resource, mcp__paper_search_mcp__list_prompts, mcp__paper_search_mcp__get_prompt
2026-07-17 18:33:59,210 INFO tools.mcp_tool: MCP: registered 61 tool(s) from 1 server(s)
2026-07-17 18:33:59,210 INFO tools.mcp_tool:   MCP: 61 tool(s) from 1 server(s)
2026-07-17 18:34:14,136 INFO tools.mcp_tool: MCP server 'paper-search-mcp' (stdio): registered 61 tool(s): mcp__paper_search_mcp__search_papers, mcp__paper_search_mcp__search_arxiv, mcp__paper_search_mcp__search_pubmed, mcp__paper_search_mcp__search_biorxiv, mcp__paper_search_mcp__search_medrxiv, mcp__paper_search_mcp__search_google_scholar, mcp__paper_search_mcp__search_iacr, mcp__paper_search_mcp__download_arxiv, mcp__paper_search_mcp__download_pubmed, mcp__paper_search_mcp__download_biorxiv, mcp__paper_search_mcp__download_medrxiv, mcp__paper_search_mcp__download_iacr, mcp__paper_search_mcp__read_arxiv_paper, mcp__paper_search_mcp__read_pubmed_paper, mcp__paper_search_mcp__read_biorxiv_paper, mcp__paper_search_mcp__read_medrxiv_paper, mcp__paper_search_mcp__read_iacr_paper, mcp__paper_search_mcp__search_semantic, mcp__paper_search_mcp__download_semantic, mcp__paper_search_mcp__read_semantic_paper, mcp__paper_search_mcp__search_crossref, mcp__paper_search_mcp__get_crossref_paper_by_doi, mcp__paper_search_mcp__download_crossref, mcp__paper_search_mcp__download_scihub, mcp__paper_search_mcp__download_with_fallback, mcp__paper_search_mcp__read_crossref_paper, mcp__paper_search_mcp__search_openalex, mcp__paper_search_mcp__search_pmc, mcp__paper_search_mcp__search_core, mcp__paper_search_mcp__search_europepmc, mcp__paper_search_mcp__search_dblp, mcp__paper_search_mcp__search_openaire, mcp__paper_search_mcp__search_citeseerx, mcp__paper_search_mcp__search_doaj, mcp__paper_search_mcp__search_base, mcp__paper_search_mcp__search_zenodo, mcp__paper_search_mcp__search_hal, mcp__paper_search_mcp__search_ssrn, mcp__paper_search_mcp__search_unpaywall, mcp__paper_search_mcp__read_dblp_paper, mcp__paper_search_mcp__download_dblp, mcp__paper_search_mcp__read_openaire_paper, mcp__paper_search_mcp__download_openaire, mcp__paper_search_mcp__read_citeseerx_paper, mcp__paper_search_mcp__download_citeseerx, mcp__paper_search_mcp__read_doaj_paper, mcp__paper_search_mcp__download_doaj, mcp__paper_search_mcp__read_base_paper, mcp__paper_search_mcp__download_base, mcp__paper_search_mcp__read_zenodo_paper, mcp__paper_search_mcp__download_zenodo, mcp__paper_search_mcp__read_hal_paper, mcp__paper_search_mcp__download_hal, mcp__paper_search_mcp__read_ssrn_paper, mcp__paper_search_mcp__download_ssrn, mcp__paper_search_mcp__read_openalex_paper, mcp__paper_search_mcp__download_openalex, mcp__paper_search_mcp__list_resources, mcp__paper_search_mcp__read_resource, mcp__paper_search_mcp__list_prompts, mcp__paper_search_mcp__get_prompt
2026-07-17 18:34:14,138 INFO tools.mcp_tool: MCP: registered 61 tool(s) from 1 server(s)
2026-07-17 18:34:14,139 INFO tools.mcp_tool:   MCP: 61 tool(s) from 1 server(s)
2026-07-17 18:34:19,192 INFO tools.mcp_tool: MCP server 'paper-search-mcp' (stdio): registered 61 tool(s): mcp__paper_search_mcp__search_papers, mcp__paper_search_mcp__search_arxiv, mcp__paper_search_mcp__search_pubmed, mcp__paper_search_mcp__search_biorxiv, mcp__paper_search_mcp__search_medrxiv, mcp__paper_search_mcp__search_google_scholar, mcp__paper_search_mcp__search_iacr, mcp__paper_search_mcp__download_arxiv, mcp__paper_search_mcp__download_pubmed, mcp__paper_search_mcp__download_biorxiv, mcp__paper_search_mcp__download_medrxiv, mcp__paper_search_mcp__download_iacr, mcp__paper_search_mcp__read_arxiv_paper, mcp__paper_search_mcp__read_pubmed_paper, mcp__paper_search_mcp__read_biorxiv_paper, mcp__paper_search_mcp__read_medrxiv_paper, mcp__paper_search_mcp__read_iacr_paper, mcp__paper_search_mcp__search_semantic, mcp__paper_search_mcp__download_semantic, mcp__paper_search_mcp__read_semantic_paper, mcp__paper_search_mcp__search_crossref, mcp__paper_search_mcp__get_crossref_paper_by_doi, mcp__paper_search_mcp__download_crossref, mcp__paper_search_mcp__download_scihub, mcp__paper_search_mcp__download_with_fallback, mcp__paper_search_mcp__read_crossref_paper, mcp__paper_search_mcp__search_openalex, mcp__paper_search_mcp__search_pmc, mcp__paper_search_mcp__search_core, mcp__paper_search_mcp__search_europepmc, mcp__paper_search_mcp__search_dblp, mcp__paper_search_mcp__search_openaire, mcp__paper_search_mcp__search_citeseerx, mcp__paper_search_mcp__search_doaj, mcp__paper_search_mcp__search_base, mcp__paper_search_mcp__search_zenodo, mcp__paper_search_mcp__search_hal, mcp__paper_search_mcp__search_ssrn, mcp__paper_search_mcp__search_unpaywall, mcp__paper_search_mcp__read_dblp_paper, mcp__paper_search_mcp__download_dblp, mcp__paper_search_mcp__read_openaire_paper, mcp__paper_search_mcp__download_openaire, mcp__paper_search_mcp__read_citeseerx_paper, mcp__paper_search_mcp__download_citeseerx, mcp__paper_search_mcp__read_doaj_paper, mcp__paper_search_mcp__download_doaj, mcp__paper_search_mcp__read_base_paper, mcp__paper_search_mcp__download_base, mcp__paper_search_mcp__read_zenodo_paper, mcp__paper_search_mcp__download_zenodo, mcp__paper_search_mcp__read_hal_paper, mcp__paper_search_mcp__download_hal, mcp__paper_search_mcp__read_ssrn_paper, mcp__paper_search_mcp__download_ssrn, mcp__paper_search_mcp__read_openalex_paper, mcp__paper_search_mcp__download_openalex, mcp__paper_search_mcp__list_resources, mcp__paper_search_mcp__read_resource, mcp__paper_search_mcp__list_prompts, mcp__paper_search_mcp__get_prompt
2026-07-17 18:34:19,192 INFO tools.mcp_tool: MCP: registered 61 tool(s) from 1 server(s)
2026-07-17 18:34:19,192 INFO tools.mcp_tool:   MCP: 61 tool(s) from 1 server(s)
2026-07-17 18:34:19,225 WARNING tools.registry: check_fn _browser_cdp_check returned False; dependent tools will be unavailable this turn
2026-07-17 18:34:19,234 WARNING tools.registry: check_fn _browser_dialog_check returned False; dependent tools will be unavailable this turn
2026-07-17 18:34:19,246 WARNING tools.registry: check_fn check_close_terminal_requirements returned False; dependent tools will be unavailable this turn
2026-07-17 18:34:19,247 WARNING tools.registry: check_fn check_computer_use_requirements returned False; dependent tools will be unavailable this turn
2026-07-17 18:34:19,305 WARNING tools.registry: check_fn check_image_generation_requirements returned False; dependent tools will be unavailable this turn
2026-07-17 18:34:19,308 WARNING tools.registry: check_fn _check_kanban_mode returned False; dependent tools will be unavailable this turn
2026-07-17 18:34:19,311 WARNING tools.registry: check_fn _check_kanban_orchestrator_mode returned False; dependent tools will be unavailable this turn
2026-07-17 18:34:19,313 WARNING tools.registry: check_fn check_read_terminal_requirements returned False; dependent tools will be unavailable this turn
2026-07-17 18:34:29,240 INFO tools.mcp_tool: MCP server 'paper-search-mcp' (stdio): registered 61 tool(s): mcp__paper_search_mcp__search_papers, mcp__paper_search_mcp__search_arxiv, mcp__paper_search_mcp__search_pubmed, mcp__paper_search_mcp__search_biorxiv, mcp__paper_search_mcp__search_medrxiv, mcp__paper_search_mcp__search_google_scholar, mcp__paper_search_mcp__search_iacr, mcp__paper_search_mcp__download_arxiv, mcp__paper_search_mcp__download_pubmed, mcp__paper_search_mcp__download_biorxiv, mcp__paper_search_mcp__download_medrxiv, mcp__paper_search_mcp__download_iacr, mcp__paper_search_mcp__read_arxiv_paper, mcp__paper_search_mcp__read_pubmed_paper, mcp__paper_search_mcp__read_biorxiv_paper, mcp__paper_search_mcp__read_medrxiv_paper, mcp__paper_search_mcp__read_iacr_paper, mcp__paper_search_mcp__search_semantic, mcp__paper_search_mcp__download_semantic, mcp__paper_search_mcp__read_semantic_paper, mcp__paper_search_mcp__search_crossref, mcp__paper_search_mcp__get_crossref_paper_by_doi, mcp__paper_search_mcp__download_crossref, mcp__paper_search_mcp__download_scihub, mcp__paper_search_mcp__download_with_fallback, mcp__paper_search_mcp__read_crossref_paper, mcp__paper_search_mcp__search_openalex, mcp__paper_search_mcp__search_pmc, mcp__paper_search_mcp__search_core, mcp__paper_search_mcp__search_europepmc, mcp__paper_search_mcp__search_dblp, mcp__paper_search_mcp__search_openaire, mcp__paper_search_mcp__search_citeseerx, mcp__paper_search_mcp__search_doaj, mcp__paper_search_mcp__search_base, mcp__paper_search_mcp__search_zenodo, mcp__paper_search_mcp__search_hal, mcp__paper_search_mcp__search_ssrn, mcp__paper_search_mcp__search_unpaywall, mcp__paper_search_mcp__read_dblp_paper, mcp__paper_search_mcp__download_dblp, mcp__paper_search_mcp__read_openaire_paper, mcp__paper_search_mcp__download_openaire, mcp__paper_search_mcp__read_citeseerx_paper, mcp__paper_search_mcp__download_citeseerx, mcp__paper_search_mcp__read_doaj_paper, mcp__paper_search_mcp__download_doaj, mcp__paper_search_mcp__read_base_paper, mcp__paper_search_mcp__download_base, mcp__paper_search_mcp__read_zenodo_paper, mcp__paper_search_mcp__download_zenodo, mcp__paper_search_mcp__read_hal_paper, mcp__paper_search_mcp__download_hal, mcp__paper_search_mcp__read_ssrn_paper, mcp__paper_search_mcp__download_ssrn, mcp__paper_search_mcp__read_openalex_paper, mcp__paper_search_mcp__download_openalex, mcp__paper_search_mcp__list_resources, mcp__paper_search_mcp__read_resource, mcp__paper_search_mcp__list_prompts, mcp__paper_search_mcp__get_prompt
2026-07-17 18:34:29,241 INFO tools.mcp_tool: MCP: registered 61 tool(s) from 1 server(s)
2026-07-17 18:34:29,242 INFO tools.mcp_tool:   MCP: 61 tool(s) from 1 server(s)
2026-07-17 18:35:01,604 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Cached user photo at /root/.hermes/cache/images/img_4b76bb1fea88.jpg
2026-07-17 18:35:02,406 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing photo batch agent:main:telegram:group:-1003707758328:12:photo-burst with 1 image(s)
2026-07-17 18:35:02,457 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='toi muốn set orchestra thành manual để ko bị auto chuyển sang done nữa. Và nó đa' reply_to_id=12 reply_to_text=''
2026-07-17 18:35:02,817 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 18:35:02,916 INFO gateway.run: Image routing: text (mode=text). Pre-analyzing 1 image(s) via vision_analyze.
2026-07-17 18:35:02,917 INFO tools.vision_tools: Analyzing image: /root/.hermes/cache/images/img_4b76bb1fea88.jpg
2026-07-17 18:35:02,917 INFO tools.vision_tools: User prompt: Describe everything visible in this image in thorough detail. Include any text, code, data, objects,
2026-07-17 18:35:02,929 INFO tools.vision_tools: Image ready (100.3 KB)
2026-07-17 18:35:02,931 INFO tools.vision_tools: Converting image to base64...
2026-07-17 18:35:02,936 INFO tools.vision_tools: Image converted to base64 (133.8 KB)
2026-07-17 18:35:02,936 INFO tools.vision_tools: Processing image with vision model...
2026-07-17 18:36:40,892 INFO tools.vision_tools: Image analysis completed (4652 characters)
2026-07-17 18:36:41,023 WARNING [20260712_081412_654c5f58] tools.registry: check_fn _browser_cdp_check returned False; dependent tools will be unavailable this turn
2026-07-17 18:36:41,033 WARNING [20260712_081412_654c5f58] tools.registry: check_fn _browser_dialog_check returned False; dependent tools will be unavailable this turn
2026-07-17 18:36:41,051 WARNING [20260712_081412_654c5f58] tools.registry: check_fn check_close_terminal_requirements returned False; dependent tools will be unavailable this turn
2026-07-17 18:36:41,051 WARNING [20260712_081412_654c5f58] tools.registry: check_fn check_computer_use_requirements returned False; dependent tools will be unavailable this turn
2026-07-17 18:36:41,130 WARNING [20260712_081412_654c5f58] tools.registry: check_fn check_image_generation_requirements returned False; dependent tools will be unavailable this turn
2026-07-17 18:36:41,133 WARNING [20260712_081412_654c5f58] tools.registry: check_fn _check_kanban_mode returned False; dependent tools will be unavailable this turn
2026-07-17 18:36:41,140 WARNING [20260712_081412_654c5f58] tools.registry: check_fn _check_kanban_orchestrator_mode returned False; dependent tools will be unavailable this turn
2026-07-17 18:36:41,141 WARNING [20260712_081412_654c5f58] tools.registry: check_fn check_read_terminal_requirements returned False; dependent tools will be unavailable this turn
2026-07-17 18:36:41,190 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=209 msg="[The user sent an image~ Here's what I can see: This is a screenshot of a dark-t..."
2026-07-17 18:36:41,235 INFO [20260712_081412_654c5f58] agent.conversation_loop: Repaired 1 message-alternation violations before request (session=20260712_081412_654c5f58)
2026-07-17 18:36:41,286 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9987 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:36:49,072 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9986 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:36:49,074 INFO [cron_9be1c0e5bda5_20260717_183025] agent.conversation_loop: API call #2: model=default provider=custom in=29936 out=139 total=30075 latency=379.7s
2026-07-17 18:36:49,940 INFO [cron_9be1c0e5bda5_20260717_183025] agent.tool_executor: tool terminal completed (0.79s, 5264 chars)
2026-07-17 18:36:49,980 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9989 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:41:54,541 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9989 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:41:54,545 INFO [cron_9be1c0e5bda5_20260717_183025] agent.conversation_loop: API call #3: model=default provider=custom in=31091 out=147 total=31238 latency=304.6s cache=27648/31091 (89%)
2026-07-17 18:41:54,755 INFO [cron_9be1c0e5bda5_20260717_183025] agent.tool_executor: tool skill_view completed (0.12s, 53667 chars)
2026-07-17 18:41:54,846 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9990 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:41:57,493 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9987 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:41:57,495 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #233: model=default provider=custom in=106267 out=190 total=106457 latency=316.2s
2026-07-17 18:41:57,641 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_view completed (0.11s, 53667 chars)
2026-07-17 18:41:57,733 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9991 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:42:04,685 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9990 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:42:04,687 INFO [cron_9be1c0e5bda5_20260717_183025] agent.conversation_loop: API call #4: model=default provider=custom in=46207 out=453 total=46660 latency=9.9s
2026-07-17 18:42:05,525 WARNING [cron_9be1c0e5bda5_20260717_183025] agent.tool_executor: Tool terminal returned error (0.79s): {"output": "usage: hermes [-h] [--version] [-z PROMPT] [--usage-file PATH] [-m MODEL]\n              [--provider PROVIDER] [-t TOOLSETS] [--resume SESSION]\n              [--continue [SESSION_NAME]] [
2026-07-17 18:42:07,327 WARNING [cron_9be1c0e5bda5_20260717_183025] agent.tool_executor: Tool terminal returned error (0.79s): {"output": "usage: hermes [-h] [--version] [-z PROMPT] [--usage-file PATH] [-m MODEL]\n              [--provider PROVIDER] [-t TOOLSETS] [--resume SESSION]\n              [--continue [SESSION_NAME]] [
2026-07-17 18:42:09,137 WARNING [cron_9be1c0e5bda5_20260717_183025] agent.tool_executor: Tool terminal returned error (0.79s): {"output": "usage: hermes [-h] [--version] [-z PROMPT] [--usage-file PATH] [-m MODEL]\n              [--provider PROVIDER] [-t TOOLSETS] [--resume SESSION]\n              [--continue [SESSION_NAME]] [
2026-07-17 18:42:10,744 WARNING [cron_9be1c0e5bda5_20260717_183025] agent.tool_executor: Tool terminal returned error (0.59s): {"output": "usage: hermes [-h] [--version] [-z PROMPT] [--usage-file PATH] [-m MODEL]\n              [--provider PROVIDER] [-t TOOLSETS] [--resume SESSION]\n              [--continue [SESSION_NAME]] [
2026-07-17 18:42:12,546 WARNING [cron_9be1c0e5bda5_20260717_183025] agent.tool_executor: Tool terminal returned error (0.79s): {"output": "usage: hermes [-h] [--version] [-z PROMPT] [--usage-file PATH] [-m MODEL]\n              [--provider PROVIDER] [-t TOOLSETS] [--resume SESSION]\n              [--continue [SESSION_NAME]] [
2026-07-17 18:42:12,598 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9997 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:42:17,200 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9991 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:42:17,200 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #234: model=default provider=custom in=121379 out=1096 total=122475 latency=19.5s
2026-07-17 18:42:17,813 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.59s, 70 chars)
2026-07-17 18:42:17,896 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-9999 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:42:30,198 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9997 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:42:30,200 INFO [cron_9be1c0e5bda5_20260717_183025] agent.conversation_loop: API call #5: model=default provider=custom in=48439 out=199 total=48638 latency=17.6s cache=44032/48439 (91%)
2026-07-17 18:42:30,822 INFO [cron_9be1c0e5bda5_20260717_183025] agent.tool_executor: tool terminal completed (0.59s, 590 chars)
2026-07-17 18:42:30,859 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10001 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:42:32,179 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-9999 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:42:32,180 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #235: model=default provider=custom in=121480 out=266 total=121746 latency=14.3s cache=119296/121480 (98%)
2026-07-17 18:42:32,316 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.12s, 10320 chars)
2026-07-17 18:42:32,383 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10006 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:42:35,623 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10001 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:42:35,624 INFO [cron_9be1c0e5bda5_20260717_183025] agent.conversation_loop: API call #6: model=default provider=custom in=48659 out=204 total=48863 latency=4.8s cache=46080/48659 (95%)
2026-07-17 18:42:36,432 INFO [cron_9be1c0e5bda5_20260717_183025] agent.tool_executor: tool terminal completed (0.78s, 447 chars)
2026-07-17 18:42:38,229 INFO [cron_9be1c0e5bda5_20260717_183025] agent.tool_executor: tool terminal completed (0.79s, 1293 chars)
2026-07-17 18:42:38,260 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10009 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:42:47,577 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10009 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:42:47,578 INFO [cron_9be1c0e5bda5_20260717_183025] agent.conversation_loop: API call #7: model=default provider=custom in=49222 out=437 total=49659 latency=9.3s cache=46080/49222 (94%)
2026-07-17 18:42:48,199 INFO [cron_9be1c0e5bda5_20260717_183025] agent.tool_executor: tool terminal completed (0.59s, 18916 chars)
2026-07-17 18:42:50,012 INFO [cron_9be1c0e5bda5_20260717_183025] agent.tool_executor: tool terminal completed (0.80s, 1844 chars)
2026-07-17 18:42:50,580 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10006 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:42:50,582 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #236: model=default provider=custom in=124805 out=1096 total=125901 latency=18.2s cache=119296/124805 (96%)
2026-07-17 18:42:51,647 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (1.00s, 1127 chars)
2026-07-17 18:42:51,719 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10014 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:42:51,821 INFO [cron_9be1c0e5bda5_20260717_183025] agent.tool_executor: tool terminal completed (0.80s, 1716 chars)
2026-07-17 18:42:53,415 INFO [cron_9be1c0e5bda5_20260717_183025] agent.tool_executor: tool terminal completed (0.59s, 1644 chars)
2026-07-17 18:42:55,211 INFO [cron_9be1c0e5bda5_20260717_183025] agent.tool_executor: tool terminal completed (0.78s, 1473 chars)
2026-07-17 18:42:55,252 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10017 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:43:14,940 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10017 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:43:14,942 INFO [cron_9be1c0e5bda5_20260717_183025] agent.conversation_loop: API call #8: model=default provider=custom in=57733 out=654 total=58387 latency=19.7s cache=47104/57733 (82%)
2026-07-17 18:43:15,564 INFO [cron_9be1c0e5bda5_20260717_183025] agent.tool_executor: tool search_files completed (0.60s, 446 chars)
2026-07-17 18:43:17,362 WARNING [cron_9be1c0e5bda5_20260717_183025] agent.tool_executor: Tool terminal returned error (0.79s): {"output": "usage: hermes [-h] [--version] [-z PROMPT] [--usage-file PATH] [-m MODEL]\n              [--provider PROVIDER] [-t TOOLSETS] [--resume SESSION]\n              [--continue [SESSION_NAME]] [
2026-07-17 18:43:17,409 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10021 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:43:23,813 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10021 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:43:23,814 INFO [cron_9be1c0e5bda5_20260717_183025] agent.conversation_loop: API call #9: model=default provider=custom in=58347 out=228 total=58575 latency=6.4s cache=55296/58347 (95%)
2026-07-17 18:43:23,937 INFO [cron_9be1c0e5bda5_20260717_183025] agent.tool_executor: tool read_file completed (0.10s, 6783 chars)
2026-07-17 18:43:25,600 INFO [cron_9be1c0e5bda5_20260717_183025] agent.tool_executor: tool terminal completed (0.59s, 47 chars)
2026-07-17 18:43:25,647 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10027 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:43:40,815 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10027 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:43:40,816 INFO [cron_9be1c0e5bda5_20260717_183025] agent.conversation_loop: API call #10: model=default provider=custom in=60774 out=878 total=61652 latency=15.2s cache=55808/60774 (92%)
2026-07-17 18:43:40,841 INFO [cron_9be1c0e5bda5_20260717_183025] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=10/60 budget=10/60 tool_turns=9 last_msg_role=assistant response_len=8 session=cron_9be1c0e5bda5_20260717_183025
2026-07-17 18:43:40,849 INFO cron.scheduler: Job 'Research-TL-Tourism-Policy' completed successfully
2026-07-17 18:43:40,882 INFO cron.scheduler: Job '9be1c0e5bda5': agent returned [SILENT] — skipping delivery
2026-07-17 18:43:40,883 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=cron-seq_0:135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:43:41,226 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10014 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:43:41,227 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #237: model=default provider=custom in=125121 out=2413 total=127534 latency=49.5s cache=122368/125121 (98%)
2026-07-17 18:43:44,202 INFO tools.mcp_tool: MCP server 'paper-search-mcp' (stdio): registered 61 tool(s): mcp__paper_search_mcp__search_papers, mcp__paper_search_mcp__search_arxiv, mcp__paper_search_mcp__search_pubmed, mcp__paper_search_mcp__search_biorxiv, mcp__paper_search_mcp__search_medrxiv, mcp__paper_search_mcp__search_google_scholar, mcp__paper_search_mcp__search_iacr, mcp__paper_search_mcp__download_arxiv, mcp__paper_search_mcp__download_pubmed, mcp__paper_search_mcp__download_biorxiv, mcp__paper_search_mcp__download_medrxiv, mcp__paper_search_mcp__download_iacr, mcp__paper_search_mcp__read_arxiv_paper, mcp__paper_search_mcp__read_pubmed_paper, mcp__paper_search_mcp__read_biorxiv_paper, mcp__paper_search_mcp__read_medrxiv_paper, mcp__paper_search_mcp__read_iacr_paper, mcp__paper_search_mcp__search_semantic, mcp__paper_search_mcp__download_semantic, mcp__paper_search_mcp__read_semantic_paper, mcp__paper_search_mcp__search_crossref, mcp__paper_search_mcp__get_crossref_paper_by_doi, mcp__paper_search_mcp__download_crossref, mcp__paper_search_mcp__download_scihub, mcp__paper_search_mcp__download_with_fallback, mcp__paper_search_mcp__read_crossref_paper, mcp__paper_search_mcp__search_openalex, mcp__paper_search_mcp__search_pmc, mcp__paper_search_mcp__search_core, mcp__paper_search_mcp__search_europepmc, mcp__paper_search_mcp__search_dblp, mcp__paper_search_mcp__search_openaire, mcp__paper_search_mcp__search_citeseerx, mcp__paper_search_mcp__search_doaj, mcp__paper_search_mcp__search_base, mcp__paper_search_mcp__search_zenodo, mcp__paper_search_mcp__search_hal, mcp__paper_search_mcp__search_ssrn, mcp__paper_search_mcp__search_unpaywall, mcp__paper_search_mcp__read_dblp_paper, mcp__paper_search_mcp__download_dblp, mcp__paper_search_mcp__read_openaire_paper, mcp__paper_search_mcp__download_openaire, mcp__paper_search_mcp__read_citeseerx_paper, mcp__paper_search_mcp__download_citeseerx, mcp__paper_search_mcp__read_doaj_paper, mcp__paper_search_mcp__download_doaj, mcp__paper_search_mcp__read_base_paper, mcp__paper_search_mcp__download_base, mcp__paper_search_mcp__read_zenodo_paper, mcp__paper_search_mcp__download_zenodo, mcp__paper_search_mcp__read_hal_paper, mcp__paper_search_mcp__download_hal, mcp__paper_search_mcp__read_ssrn_paper, mcp__paper_search_mcp__download_ssrn, mcp__paper_search_mcp__read_openalex_paper, mcp__paper_search_mcp__download_openalex, mcp__paper_search_mcp__list_resources, mcp__paper_search_mcp__read_resource, mcp__paper_search_mcp__list_prompts, mcp__paper_search_mcp__get_prompt
2026-07-17 18:43:44,205 INFO tools.mcp_tool: MCP: registered 61 tool(s) from 1 server(s)
2026-07-17 18:43:44,206 INFO tools.mcp_tool:   MCP: 61 tool(s) from 1 server(s)
2026-07-17 18:43:44,235 WARNING tools.registry: check_fn _browser_cdp_check returned False; dependent tools will be unavailable this turn
2026-07-17 18:43:44,243 WARNING tools.registry: check_fn _browser_dialog_check returned False; dependent tools will be unavailable this turn
2026-07-17 18:43:44,254 WARNING tools.registry: check_fn check_close_terminal_requirements returned False; dependent tools will be unavailable this turn
2026-07-17 18:43:44,256 WARNING tools.registry: check_fn check_computer_use_requirements returned False; dependent tools will be unavailable this turn
2026-07-17 18:43:44,321 WARNING tools.registry: check_fn check_image_generation_requirements returned False; dependent tools will be unavailable this turn
2026-07-17 18:43:44,324 WARNING tools.registry: check_fn _check_kanban_mode returned False; dependent tools will be unavailable this turn
2026-07-17 18:43:44,327 WARNING tools.registry: check_fn _check_kanban_orchestrator_mode returned False; dependent tools will be unavailable this turn
2026-07-17 18:43:44,328 WARNING tools.registry: check_fn check_read_terminal_requirements returned False; dependent tools will be unavailable this turn
2026-07-17 18:43:48,062 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool terminal returned error (6.80s): {"output": "✓ Set kanban.auto_decompose = False in /root/.hermes/config.yaml\n✓ Set kanban.orchestrator_profile = r-and-d in /root/.hermes/config.yaml\n✓ Set kanban.default_assignee = r-and-d in /root
2026-07-17 18:43:48,154 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10029 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:43:49,099 INFO tools.mcp_tool: MCP server 'paper-search-mcp' (stdio): registered 61 tool(s): mcp__paper_search_mcp__search_papers, mcp__paper_search_mcp__search_arxiv, mcp__paper_search_mcp__search_pubmed, mcp__paper_search_mcp__search_biorxiv, mcp__paper_search_mcp__search_medrxiv, mcp__paper_search_mcp__search_google_scholar, mcp__paper_search_mcp__search_iacr, mcp__paper_search_mcp__download_arxiv, mcp__paper_search_mcp__download_pubmed, mcp__paper_search_mcp__download_biorxiv, mcp__paper_search_mcp__download_medrxiv, mcp__paper_search_mcp__download_iacr, mcp__paper_search_mcp__read_arxiv_paper, mcp__paper_search_mcp__read_pubmed_paper, mcp__paper_search_mcp__read_biorxiv_paper, mcp__paper_search_mcp__read_medrxiv_paper, mcp__paper_search_mcp__read_iacr_paper, mcp__paper_search_mcp__search_semantic, mcp__paper_search_mcp__download_semantic, mcp__paper_search_mcp__read_semantic_paper, mcp__paper_search_mcp__search_crossref, mcp__paper_search_mcp__get_crossref_paper_by_doi, mcp__paper_search_mcp__download_crossref, mcp__paper_search_mcp__download_scihub, mcp__paper_search_mcp__download_with_fallback, mcp__paper_search_mcp__read_crossref_paper, mcp__paper_search_mcp__search_openalex, mcp__paper_search_mcp__search_pmc, mcp__paper_search_mcp__search_core, mcp__paper_search_mcp__search_europepmc, mcp__paper_search_mcp__search_dblp, mcp__paper_search_mcp__search_openaire, mcp__paper_search_mcp__search_citeseerx, mcp__paper_search_mcp__search_doaj, mcp__paper_search_mcp__search_base, mcp__paper_search_mcp__search_zenodo, mcp__paper_search_mcp__search_hal, mcp__paper_search_mcp__search_ssrn, mcp__paper_search_mcp__search_unpaywall, mcp__paper_search_mcp__read_dblp_paper, mcp__paper_search_mcp__download_dblp, mcp__paper_search_mcp__read_openaire_paper, mcp__paper_search_mcp__download_openaire, mcp__paper_search_mcp__read_citeseerx_paper, mcp__paper_search_mcp__download_citeseerx, mcp__paper_search_mcp__read_doaj_paper, mcp__paper_search_mcp__download_doaj, mcp__paper_search_mcp__read_base_paper, mcp__paper_search_mcp__download_base, mcp__paper_search_mcp__read_zenodo_paper, mcp__paper_search_mcp__download_zenodo, mcp__paper_search_mcp__read_hal_paper, mcp__paper_search_mcp__download_hal, mcp__paper_search_mcp__read_ssrn_paper, mcp__paper_search_mcp__download_ssrn, mcp__paper_search_mcp__read_openalex_paper, mcp__paper_search_mcp__download_openalex, mcp__paper_search_mcp__list_resources, mcp__paper_search_mcp__read_resource, mcp__paper_search_mcp__list_prompts, mcp__paper_search_mcp__get_prompt
2026-07-17 18:43:49,103 INFO tools.mcp_tool: MCP: registered 61 tool(s) from 1 server(s)
2026-07-17 18:43:49,103 INFO tools.mcp_tool:   MCP: 61 tool(s) from 1 server(s)
2026-07-17 18:44:11,447 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10029 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:44:11,448 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #238: model=default provider=custom in=125784 out=428 total=126212 latency=23.3s cache=122880/125784 (98%)
2026-07-17 18:44:12,267 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.79s, 1325 chars)
2026-07-17 18:44:12,336 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10031 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:44:16,702 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10031 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:44:16,703 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #239: model=default provider=custom in=126136 out=162 total=126298 latency=4.4s cache=123392/126136 (98%)
2026-07-17 18:44:19,715 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool terminal returned error (2.99s): {"output": "Profile 'reviewer-crit' created at /root/.hermes/profiles/reviewer-crit\n72 bundled skills synced.\nWrapper created: /root/.local/bin/reviewer-crit\n\nNext steps:\n  reviewer-crit setup   
2026-07-17 18:44:19,754 INFO [20260712_081412_654c5f58] agent.conversation_loop: Pre-API compression: ~128,440 request tokens >= 128,000 threshold (context=256,000, attempt=1/3)
2026-07-17 18:44:19,756 INFO [20260712_081412_654c5f58] agent.conversation_compression: context compression started: session=20260712_081412_654c5f58 messages=223 tokens=~128,440 model=default focus=None
2026-07-17 18:44:19,814 INFO [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-17 18:45:06,179 INFO [20260712_081412_654c5f58] agent.conversation_compression: context compression done: session=20260712_081412_654c5f58 messages=223->142 rough_tokens=~78,807 awaiting_real_usage=true
2026-07-17 18:45:06,245 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10033 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:45:21,723 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10033 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:45:21,726 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #240: model=default provider=custom in=71648 out=120 total=71768 latency=15.5s cache=28160/71648 (39%)
2026-07-17 18:45:22,941 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (1.19s, 130 chars)
2026-07-17 18:45:22,990 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10035 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:45:26,854 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10035 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:45:26,855 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #241: model=default provider=custom in=71815 out=67 total=71882 latency=3.9s cache=69120/71815 (96%)
2026-07-17 18:45:27,872 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.98s, 1204 chars)
2026-07-17 18:45:27,923 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10037 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:46:14,044 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10037 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:46:14,045 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #242: model=default provider=custom in=72146 out=3098 total=75244 latency=46.1s cache=69632/72146 (97%)
2026-07-17 18:46:14,090 INFO [20260712_081412_654c5f58] agent.tool_executor: tool cronjob completed (0.01s, 1116 chars)
2026-07-17 18:46:15,112 INFO [20260712_081412_654c5f58] agent.tool_executor: tool cronjob completed (0.01s, 1117 chars)
2026-07-17 18:46:15,153 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10038 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:46:30,972 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10038 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:46:30,975 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #243: model=default provider=custom in=75054 out=443 total=75497 latency=15.8s cache=70144/75054 (93%)
2026-07-17 18:46:31,021 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=11/60 budget=11/60 tool_turns=64 last_msg_role=assistant response_len=1400 session=20260712_081412_654c5f58
2026-07-17 18:46:31,071 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=688.6s api_calls=11 response=1400 chars
2026-07-17 18:46:31,115 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:46:31,153 WARNING tools.registry: check_fn _browser_cdp_check returned False; dependent tools will be unavailable this turn
2026-07-17 18:46:31,169 WARNING tools.registry: check_fn _browser_dialog_check returned False; dependent tools will be unavailable this turn
2026-07-17 18:46:31,203 WARNING tools.registry: check_fn check_close_terminal_requirements returned False; dependent tools will be unavailable this turn
2026-07-17 18:46:31,205 WARNING tools.registry: check_fn check_computer_use_requirements returned False; dependent tools will be unavailable this turn
2026-07-17 18:46:31,212 INFO gateway.platforms.base: [Telegram] Sending response (1400 chars) to -1003707758328
2026-07-17 18:46:31,290 WARNING tools.registry: check_fn check_image_generation_requirements returned False; dependent tools will be unavailable this turn
2026-07-17 18:46:31,294 WARNING tools.registry: check_fn _check_kanban_mode returned False; dependent tools will be unavailable this turn
2026-07-17 18:46:31,298 WARNING tools.registry: check_fn _check_kanban_orchestrator_mode returned False; dependent tools will be unavailable this turn
2026-07-17 18:46:31,299 WARNING tools.registry: check_fn check_read_terminal_requirements returned False; dependent tools will be unavailable this turn
2026-07-17 18:46:31,430 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 18:46:31,461 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=150 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-17 18:46:31,540 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10039 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:46:56,029 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10039 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:46:56,030 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=76602 out=1342 total=77944 latency=24.5s
2026-07-17 18:46:56,086 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.01s): {"success": false, "error": "Refusing background curator write_file for bundled skill 'hermes-agent'."}
2026-07-17 18:46:57,115 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.03s): {"success": false, "error": "Refusing background curator patch for bundled skill 'hermes-agent'."}
2026-07-17 18:46:57,169 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10040 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:47:02,637 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10040 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:47:02,638 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=77935 out=26 total=77961 latency=5.5s cache=74240/77935 (95%)
2026-07-17 18:47:02,643 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/16 budget=2/16 tool_turns=65 last_msg_role=assistant response_len=16 session=20260712_081412_654c5f58
2026-07-17 18:47:02,650 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:48:27,219 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=asyncio_3:124939860440768 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:48:27,228 INFO tui_gateway.ws: ws closed peer=127.0.0.1:53756 reason=client_disconnect(code=1001,reason=) messages=1 parse_errors=0 dispatch_crashes=0 send_failures=0 reaped_sessions=1 detached_sessions=0
2026-07-17 18:48:31,433 WARNING hermes_cli.copilot_auth: Token from GITHUB_TOKEN is not supported: Classic Personal Access Tokens (ghp_*) are not supported by the Copilot API. Use one of:
  → `copilot login` or `hermes model` to authenticate via OAuth
  → A fine-grained PAT (github_pat_*) with Copilot Requests permission
  → `gh auth login` with the default device code flow (produces gho_* tokens)
2026-07-17 18:48:31,981 WARNING hermes_cli.auth: Copilot token validation failed: Token from `gh auth token` is a classic PAT (ghp_*). Classic Personal Access Tokens (ghp_*) are not supported by the Copilot API. Use one of:
  → `copilot login` or `hermes model` to authenticate via OAuth
  → A fine-grained PAT (github_pat_*) with Copilot Requests permission
  → `gh auth login` with the default device code flow (produces gho_* tokens)
2026-07-17 18:48:31,982 WARNING hermes_cli.copilot_auth: Token from GITHUB_TOKEN is not supported: Classic Personal Access Tokens (ghp_*) are not supported by the Copilot API. Use one of:
  → `copilot login` or `hermes model` to authenticate via OAuth
  → A fine-grained PAT (github_pat_*) with Copilot Requests permission
  → `gh auth login` with the default device code flow (produces gho_* tokens)
2026-07-17 18:48:33,426 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=asyncio_3:124939860440768 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:48:33,438 INFO tui_gateway.ws: ws closed peer=127.0.0.1:38244 reason=client_disconnect(code=1001,reason=) messages=1 parse_errors=0 dispatch_crashes=0 send_failures=0 reaped_sessions=1 detached_sessions=0
2026-07-17 18:48:35,039 INFO tui_gateway.ws: ws accepted peer=127.0.0.1:55636
2026-07-17 18:48:35,389 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=Thread-90 (_build):124939046741696 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:48:35,546 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 18:48:37,647 INFO hermes_cli.web_server: pty accepted peer=127.0.0.1 mode=loopback cred=token
2026-07-17 18:48:38,162 INFO tui_gateway.ws: ws accepted peer=127.0.0.1:34334
2026-07-17 18:48:38,664 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=Thread-96 (_build):124939038348992 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:48:38,842 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 18:48:39,613 INFO hermes_cli.web_server: pty accepted peer=127.0.0.1 mode=loopback cred=token
2026-07-17 18:53:16,644 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (682 chars)
2026-07-17 18:53:16,663 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='Tôi thấy profile chỉ còn thiếu profile-eic thôi, có thể update thêm Rà lại 5 tas' reply_to_id=12 reply_to_text=''
2026-07-17 18:53:16,914 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 18:53:17,009 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=150 msg='[NN Vo] Tôi thấy profile chỉ còn thiếu profile-eic thôi, có thể update thêm Rà l...'
2026-07-17 18:53:17,084 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10041 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:53:39,368 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10041 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:53:39,370 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #244: model=default provider=custom in=75685 out=848 total=76533 latency=22.3s cache=73216/75685 (97%)
2026-07-17 18:53:42,122 INFO [20260712_081412_654c5f58] agent.tool_executor: tool search_files completed (2.72s, 5860 chars)
2026-07-17 18:53:44,126 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.98s, 1204 chars)
2026-07-17 18:53:44,178 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10045 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:53:59,622 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10045 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:53:59,623 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #245: model=default provider=custom in=77979 out=944 total=78923 latency=15.5s cache=73216/77979 (94%)
2026-07-17 18:54:00,438 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.79s, 693 chars)
2026-07-17 18:54:01,467 INFO [20260712_081412_654c5f58] agent.tool_executor: tool cronjob completed (0.00s, 5288 chars)
2026-07-17 18:54:01,625 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10047 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:54:08,328 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=asyncio_7:124939823724224 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:54:08,334 INFO tui_gateway.ws: ws closed peer=127.0.0.1:55636 reason=client_disconnect(code=1001,reason=) messages=1 parse_errors=0 dispatch_crashes=0 send_failures=0 reaped_sessions=1 detached_sessions=0
2026-07-17 18:54:11,309 INFO tui_gateway.ws: ws accepted peer=127.0.0.1:59648
2026-07-17 18:54:11,931 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=Thread-102 (_build):124939438905024 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:54:12,105 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 18:54:12,858 INFO hermes_cli.web_server: pty accepted peer=127.0.0.1 mode=loopback cred=token
2026-07-17 18:54:33,705 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10047 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:54:33,708 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #246: model=default provider=custom in=80322 out=1621 total=81943 latency=32.1s cache=75776/80322 (94%)
2026-07-17 18:54:34,527 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.79s, 2753 chars)
2026-07-17 18:54:34,590 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10049 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:54:44,040 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10049 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:54:44,042 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #247: model=default provider=custom in=81355 out=228 total=81583 latency=9.5s
2026-07-17 18:54:44,856 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.79s, 5264 chars)
2026-07-17 18:54:45,992 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.12s, 1529 chars)
2026-07-17 18:54:46,047 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10052 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:54:57,651 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10052 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:54:57,654 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #248: model=default provider=custom in=83377 out=425 total=83802 latency=11.6s
2026-07-17 18:54:57,773 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.09s, 295 chars)
2026-07-17 18:54:59,568 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.78s, 1649 chars)
2026-07-17 18:54:59,618 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10055 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:55:18,549 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10055 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:55:18,550 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #249: model=default provider=custom in=84431 out=205 total=84636 latency=18.9s cache=78848/84431 (93%)
2026-07-17 18:55:19,160 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.58s, 240 chars)
2026-07-17 18:55:20,953 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.79s, 594 chars)
2026-07-17 18:55:21,011 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10058 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:55:24,286 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10058 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:55:24,288 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #250: model=default provider=custom in=93397 out=403 total=93800 latency=3.3s
2026-07-17 18:55:28,910 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (4.60s, 323 chars)
2026-07-17 18:55:28,966 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10060 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:55:33,426 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10060 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:55:33,427 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #251: model=default provider=custom in=94010 out=397 total=94407 latency=4.5s
2026-07-17 18:55:33,475 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=8/60 budget=8/60 tool_turns=71 last_msg_role=assistant response_len=676 session=20260712_081412_654c5f58
2026-07-17 18:55:33,523 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=136.9s api_calls=8 response=676 chars
2026-07-17 18:55:33,578 INFO gateway.platforms.base: [Telegram] Sending response (676 chars) to -1003707758328
2026-07-17 18:56:39,631 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (50 chars)
2026-07-17 18:56:39,644 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='khác nhau giữa cron orchestra manual và auto là gì' reply_to_id=12 reply_to_text=''
2026-07-17 18:56:39,811 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 18:56:39,905 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=171 msg='[NN Vo] khác nhau giữa cron orchestra manual và auto là gì'
2026-07-17 18:56:40,001 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10061 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:56:44,919 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10061 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:56:44,920 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #252: model=default provider=custom in=91966 out=726 total=92692 latency=5.0s
2026-07-17 18:56:44,950 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=71 last_msg_role=assistant response_len=2323 session=20260712_081412_654c5f58
2026-07-17 18:56:44,989 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=5.3s api_calls=1 response=2323 chars
2026-07-17 18:56:45,043 INFO gateway.platforms.base: [Telegram] Sending response (2323 chars) to -1003707758328
2026-07-17 18:58:18,723 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (405 chars)
2026-07-17 18:58:18,742 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='ok. Vậy cron job prompt đã chuẩn chỉnh về các yêu cầu task 4 phải có output tiến' reply_to_id=12 reply_to_text=''
2026-07-17 18:58:18,996 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 18:58:19,093 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=173 msg='[NN Vo] ok. Vậy cron job prompt đã chuẩn chỉnh về các yêu cầu task 4 phải có out...'
2026-07-17 18:58:19,177 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10062 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:58:23,210 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10062 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:58:23,212 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #253: model=default provider=custom in=92796 out=586 total=93382 latency=4.1s cache=85080/92796 (92%)
2026-07-17 18:58:23,246 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=71 last_msg_role=assistant response_len=1989 session=20260712_081412_654c5f58
2026-07-17 18:58:23,296 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=4.6s api_calls=1 response=1989 chars
2026-07-17 18:58:23,334 INFO gateway.platforms.base: [Telegram] Sending response (1989 chars) to -1003707758328
2026-07-17 18:59:54,617 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (17 chars)
2026-07-17 18:59:54,676 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='ok nhé update đi.' reply_to_id=12 reply_to_text=''
2026-07-17 18:59:54,857 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 18:59:54,955 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=175 msg='[NN Vo] ok nhé update đi.'
2026-07-17 18:59:55,026 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10063 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:59:59,721 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10063 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 18:59:59,723 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #254: model=default provider=custom in=93393 out=1367 total=94760 latency=4.7s cache=89130/93393 (95%)
2026-07-17 18:59:59,778 INFO [20260712_081412_654c5f58] agent.tool_executor: tool cronjob completed (0.01s, 1116 chars)
2026-07-17 19:00:00,806 INFO [20260712_081412_654c5f58] agent.tool_executor: tool cronjob completed (0.02s, 1117 chars)
2026-07-17 19:00:00,869 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10064 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:00:25,507 INFO cron.scheduler: Running job 'Research-VN-Tourism-Policy' (ID: 2931206b63d8)
2026-07-17 19:00:25,508 INFO cron.scheduler: Prompt: [IMPORTANT: The user has invoked the "notebooklm-research" skill, indicating they want you to follow
2026-07-17 19:00:25,509 INFO cron.scheduler: Job '2931206b63d8': using workdir /opt/ai-os/products/ceo/content/research
2026-07-17 19:00:25,604 INFO cron.scheduler: Job '2931206b63d8': 61 MCP tool(s) available
2026-07-17 19:00:25,664 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=cron-seq_0:135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:00:25,687 WARNING tools.registry: check_fn _browser_cdp_check returned False; dependent tools will be unavailable this turn
2026-07-17 19:00:25,703 WARNING tools.registry: check_fn _browser_dialog_check returned False; dependent tools will be unavailable this turn
2026-07-17 19:00:25,736 WARNING tools.registry: check_fn check_close_terminal_requirements returned False; dependent tools will be unavailable this turn
2026-07-17 19:00:25,737 WARNING tools.registry: check_fn check_computer_use_requirements returned False; dependent tools will be unavailable this turn
2026-07-17 19:00:25,803 WARNING tools.registry: check_fn check_image_generation_requirements returned False; dependent tools will be unavailable this turn
2026-07-17 19:00:25,806 WARNING tools.registry: check_fn _check_kanban_mode returned False; dependent tools will be unavailable this turn
2026-07-17 19:00:25,810 WARNING tools.registry: check_fn _check_kanban_orchestrator_mode returned False; dependent tools will be unavailable this turn
2026-07-17 19:00:25,811 WARNING tools.registry: check_fn check_read_terminal_requirements returned False; dependent tools will be unavailable this turn
2026-07-17 19:00:26,084 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 19:00:26,109 INFO [cron_2931206b63d8_20260717_190025] agent.turn_context: conversation turn: session=cron_2931206b63d8_20260717_190025 model=default provider=custom platform=cron history=0 msg='[IMPORTANT: The user has invoked the "notebooklm-research" skill, indicating the...'
2026-07-17 19:00:26,213 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10065 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:00:34,582 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=asyncio_0:124941068400320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:00:34,588 INFO tui_gateway.ws: ws closed peer=127.0.0.1:59648 reason=client_disconnect(code=1001,reason=) messages=1 parse_errors=0 dispatch_crashes=0 send_failures=0 reaped_sessions=1 detached_sessions=0
2026-07-17 19:00:37,805 INFO tui_gateway.ws: ws accepted peer=127.0.0.1:36044
2026-07-17 19:00:38,205 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=Thread-108 (_build):124939029956288 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:00:38,377 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 19:00:38,937 INFO hermes_cli.web_server: pty accepted peer=127.0.0.1 mode=loopback cred=token
2026-07-17 19:04:42,384 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10065 (_call):135522072630976 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:04:42,395 INFO [cron_2931206b63d8_20260717_190025] agent.conversation_loop: API call #1: model=default provider=custom in=24949 out=445 total=25394 latency=256.2s cache=18944/24949 (76%)
2026-07-17 19:04:42,622 INFO agent.tool_executor: tool search_files completed (0.15s, 61 chars)
2026-07-17 19:04:42,628 INFO agent.tool_executor: tool search_files completed (0.15s, 113 chars)
2026-07-17 19:04:42,640 INFO agent.tool_executor: tool search_files completed (0.17s, 88 chars)
2026-07-17 19:04:42,687 INFO agent.tool_executor: tool search_files completed (0.21s, 18 chars)
2026-07-17 19:04:42,739 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10075 (_call):135522218272448 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:04:53,085 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10064 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:04:53,086 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #255: model=default provider=custom in=87622 out=1142 total=88764 latency=292.2s cache=27136/87622 (31%)
2026-07-17 19:04:53,272 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.14s, 123 chars)
2026-07-17 19:04:53,330 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10077 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:04:54,338 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10075 (_call):135522218272448 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:04:54,339 INFO [cron_2931206b63d8_20260717_190025] agent.conversation_loop: API call #2: model=default provider=custom in=26595 out=292 total=26887 latency=11.6s cache=19968/26595 (75%)
2026-07-17 19:04:54,435 INFO [cron_2931206b63d8_20260717_190025] agent.tool_executor: tool skill_view completed (0.08s, 12309 chars)
2026-07-17 19:04:54,463 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10078 (_call):135522218272448 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:05:15,410 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10078 (_call):135522218272448 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:05:15,411 INFO [cron_2931206b63d8_20260717_190025] agent.conversation_loop: API call #3: model=default provider=custom in=29861 out=341 total=30202 latency=21.0s cache=24064/29861 (81%)
2026-07-17 19:05:15,548 INFO agent.tool_executor: tool read_file completed (0.11s, 11079 chars)
2026-07-17 19:05:15,552 INFO agent.tool_executor: tool read_file completed (0.11s, 11716 chars)
2026-07-17 19:05:15,603 INFO agent.tool_executor: tool read_file completed (0.16s, 65679 chars)
2026-07-17 19:05:15,684 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10091 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:05:25,289 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10077 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:05:25,290 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #256: model=default provider=custom in=89597 out=593 total=90190 latency=32.0s cache=77824/89597 (87%)
2026-07-17 19:05:27,904 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (2.59s, 3110 chars)
2026-07-17 19:05:29,044 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.12s, 357 chars)
2026-07-17 19:05:29,103 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10094 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:05:29,861 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10091 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:05:29,861 INFO [cron_2931206b63d8_20260717_190025] agent.conversation_loop: API call #4: model=default provider=custom in=52447 out=536 total=52983 latency=14.2s cache=27648/52447 (53%)
2026-07-17 19:05:30,102 INFO [cron_2931206b63d8_20260717_190025] agent.tool_executor: tool skills_list completed (0.11s, 5421 chars)
2026-07-17 19:05:30,140 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10095 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:05:47,686 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10095 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:05:47,690 INFO [cron_2931206b63d8_20260717_190025] agent.conversation_loop: API call #5: model=default provider=custom in=53788 out=218 total=54006 latency=17.6s cache=50176/53788 (93%)
2026-07-17 19:05:47,844 INFO [cron_2931206b63d8_20260717_190025] agent.tool_executor: tool read_file completed (0.13s, 5767 chars)
2026-07-17 19:05:47,899 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10100 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:05:55,774 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10100 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:05:55,775 INFO [cron_2931206b63d8_20260717_190025] agent.conversation_loop: API call #6: model=default provider=custom in=55534 out=287 total=55821 latency=7.9s cache=51712/55534 (93%)
2026-07-17 19:05:55,899 INFO [cron_2931206b63d8_20260717_190025] agent.tool_executor: tool skill_view completed (0.10s, 4403 chars)
2026-07-17 19:05:55,942 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10101 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:06:08,594 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10101 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:06:08,595 INFO [cron_2931206b63d8_20260717_190025] agent.conversation_loop: API call #7: model=default provider=custom in=56560 out=747 total=57307 latency=12.7s cache=53248/56560 (94%)
2026-07-17 19:06:09,325 INFO agent.tool_executor: tool search_files completed (0.71s, 1027 chars)
2026-07-17 19:06:09,352 INFO agent.tool_executor: tool search_files completed (0.73s, 652 chars)
2026-07-17 19:06:09,362 INFO agent.tool_executor: tool search_files completed (0.73s, 709 chars)
2026-07-17 19:06:09,369 INFO agent.tool_executor: tool search_files completed (0.75s, 835 chars)
2026-07-17 19:06:09,372 INFO agent.tool_executor: tool search_files completed (0.74s, 789 chars)
2026-07-17 19:06:09,434 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10112 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:06:15,272 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10094 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:06:15,273 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #257: model=default provider=custom in=91453 out=680 total=92133 latency=46.2s cache=87552/91453 (96%)
2026-07-17 19:06:15,305 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/60 budget=4/60 tool_turns=74 last_msg_role=assistant response_len=2190 session=20260712_081412_654c5f58
2026-07-17 19:06:15,334 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=380.7s api_calls=4 response=2190 chars
2026-07-17 19:06:15,393 INFO gateway.platforms.base: [Telegram] Sending response (2190 chars) to -1003707758328
2026-07-17 19:06:28,141 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='/queue tôi nhận ra lỗ hổng hiện tại. Prompt cron hiện tại có phần mô tả từng pha' reply_to_id=12 reply_to_text=''
2026-07-17 19:06:28,292 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 19:06:28,392 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=185 msg='[NN Vo] /queue tôi nhận ra lỗ hổng hiện tại. Prompt cron hiện tại có phần mô tả ...'
2026-07-17 19:06:28,485 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10113 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:06:33,927 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10112 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:06:33,928 INFO [cron_2931206b63d8_20260717_190025] agent.conversation_loop: API call #8: model=default provider=custom in=58129 out=553 total=58682 latency=24.5s cache=54272/58129 (93%)
2026-07-17 19:06:41,542 INFO [cron_2931206b63d8_20260717_190025] agent.tool_executor: tool terminal completed (7.60s, 312 chars)
2026-07-17 19:06:41,589 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10115 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:07:01,929 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10115 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:07:01,930 INFO [cron_2931206b63d8_20260717_190025] agent.conversation_loop: API call #9: model=default provider=custom in=58313 out=388 total=58701 latency=20.4s cache=55808/58313 (96%)
2026-07-17 19:07:04,157 INFO [cron_2931206b63d8_20260717_190025] agent.tool_executor: tool terminal completed (2.19s, 735 chars)
2026-07-17 19:07:06,951 WARNING [cron_2931206b63d8_20260717_190025] agent.tool_executor: Tool terminal returned error (1.78s): {"output": "✗ Authentication Error\n  Authentication expired. Run 'nlm login' in your terminal to re-authenticate. \nMCP users: the server should auto-detect the new credentials; if not, call the \nre
2026-07-17 19:07:06,996 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10118 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:07:12,071 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10118 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:07:12,072 INFO [cron_2931206b63d8_20260717_190025] agent.conversation_loop: API call #10: model=default provider=custom in=58836 out=199 total=59035 latency=5.1s cache=55808/58836 (95%)
2026-07-17 19:07:13,461 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10113 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:07:13,463 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #258: model=default provider=custom in=93030 out=2605 total=95635 latency=45.0s cache=89600/93030 (96%)
2026-07-17 19:07:13,515 INFO [20260712_081412_654c5f58] agent.tool_executor: tool cronjob completed (0.01s, 1116 chars)
2026-07-17 19:07:14,544 INFO [20260712_081412_654c5f58] agent.tool_executor: tool cronjob completed (0.02s, 1117 chars)
2026-07-17 19:07:14,606 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10120 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:07:16,910 INFO [cron_2931206b63d8_20260717_190025] agent.tool_executor: tool terminal completed (4.81s, 663 chars)
2026-07-17 19:07:16,950 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10121 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:07:25,207 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10121 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:07:25,209 INFO [cron_2931206b63d8_20260717_190025] agent.conversation_loop: API call #11: model=default provider=custom in=59113 out=335 total=59448 latency=8.3s cache=56320/59113 (95%)
2026-07-17 19:07:27,855 INFO [cron_2931206b63d8_20260717_190025] agent.tool_executor: tool terminal completed (2.62s, 42327 chars)
2026-07-17 19:07:27,927 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10123 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:07:28,090 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10120 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:07:28,091 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #259: model=default provider=custom in=95984 out=482 total=96466 latency=13.5s cache=90624/95984 (94%)
2026-07-17 19:07:28,116 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=75 last_msg_role=assistant response_len=1559 session=20260712_081412_654c5f58
2026-07-17 19:07:28,170 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=60.0s api_calls=2 response=1559 chars
2026-07-17 19:07:28,191 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:07:28,228 INFO gateway.platforms.base: [Telegram] Sending response (1559 chars) to -1003707758328
2026-07-17 19:07:28,307 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 19:07:28,345 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=190 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-17 19:07:28,406 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10124 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:07:32,950 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=asyncio_0:124941068400320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:07:32,954 INFO tui_gateway.ws: ws closed peer=127.0.0.1:36044 reason=client_disconnect(code=1001,reason=) messages=1 parse_errors=0 dispatch_crashes=0 send_failures=0 reaped_sessions=1 detached_sessions=0
2026-07-17 19:07:37,016 INFO tui_gateway.ws: ws accepted peer=127.0.0.1:53096
2026-07-17 19:07:37,449 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=Thread-114 (_build):124939842606784 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:07:37,581 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 19:07:38,197 INFO hermes_cli.web_server: pty accepted peer=127.0.0.1 mode=loopback cred=token
2026-07-17 19:07:43,537 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10124 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:07:43,540 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=97571 out=537 total=98108 latency=15.2s cache=73216/97571 (75%)
2026-07-17 19:07:43,558 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.01s): {"success": false, "error": "Refusing background curator patch for bundled skill 'hermes-agent'."}
2026-07-17 19:07:43,647 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10125 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:07:48,223 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10125 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:07:48,225 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=98084 out=111 total=98195 latency=4.6s cache=95232/98084 (97%)
2026-07-17 19:07:48,298 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skills_list completed (0.07s, 2018 chars)
2026-07-17 19:07:48,345 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10126 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:07:51,987 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10126 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:07:51,989 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #3: model=default provider=custom in=98621 out=33 total=98654 latency=3.7s cache=95744/98621 (97%)
2026-07-17 19:07:52,099 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_view completed (0.11s, 63692 chars)
2026-07-17 19:07:52,159 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10127 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:08:09,145 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10127 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:08:09,145 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #4: model=default provider=custom in=115166 out=994 total=116160 latency=17.0s cache=96256/115166 (84%)
2026-07-17 19:08:09,181 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.03s): {"success": false, "error": "Refusing background curator write_file for skill 'hermes-kanban': the current references/cron-kanban-orchestrator.md content has not been loaded in this review turn. Call 
2026-07-17 19:08:09,227 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10128 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:08:11,899 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10123 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:08:11,901 INFO [cron_2931206b63d8_20260717_190025] agent.conversation_loop: API call #12: model=default provider=custom in=75675 out=2658 total=78333 latency=44.0s cache=56832/75675 (75%)
2026-07-17 19:08:12,013 INFO agent.tool_executor: tool search_files completed (0.07s, 96 chars)
2026-07-17 19:08:12,016 INFO agent.tool_executor: tool search_files completed (0.07s, 113 chars)
2026-07-17 19:08:12,140 INFO agent.tool_executor: tool search_files completed (0.20s, 18 chars)
2026-07-17 19:08:12,196 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10136 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:08:18,177 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10128 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:08:18,179 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #5: model=default provider=custom in=116235 out=46 total=116281 latency=9.0s cache=112640/116235 (97%)
2026-07-17 19:08:18,270 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_view completed (0.09s, 3924 chars)
2026-07-17 19:08:18,331 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10137 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:08:23,264 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10136 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:08:23,265 INFO [cron_2931206b63d8_20260717_190025] agent.conversation_loop: API call #13: model=default provider=custom in=75965 out=533 total=76498 latency=11.1s cache=73216/75965 (96%)
2026-07-17 19:08:23,385 INFO agent.tool_executor: tool read_file completed (0.09s, 1100 chars)
2026-07-17 19:08:23,395 INFO agent.tool_executor: tool read_file completed (0.11s, 11716 chars)
2026-07-17 19:08:23,452 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10146 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:08:28,775 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10137 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:08:28,776 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #6: model=default provider=custom in=117285 out=527 total=117812 latency=10.5s cache=114176/117285 (97%)
2026-07-17 19:08:28,827 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_manage completed (0.05s, 217 chars)
2026-07-17 19:08:28,886 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10147 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:08:36,825 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10147 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:08:36,826 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #7: model=default provider=custom in=117879 out=235 total=118114 latency=8.0s cache=115200/117879 (98%)
2026-07-17 19:08:36,874 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_manage completed (0.04s, 529 chars)
2026-07-17 19:08:36,924 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10148 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:08:44,407 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10148 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:08:44,407 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #8: model=default provider=custom in=118248 out=203 total=118451 latency=7.5s cache=115712/118248 (98%)
2026-07-17 19:08:44,413 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=8/16 budget=8/16 tool_turns=82 last_msg_role=assistant response_len=786 session=20260712_081412_654c5f58
2026-07-17 19:08:44,422 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:08:46,367 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10146 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:08:46,368 INFO [cron_2931206b63d8_20260717_190025] agent.conversation_loop: API call #14: model=default provider=custom in=78735 out=1436 total=80171 latency=22.9s cache=73728/78735 (94%)
2026-07-17 19:08:48,754 INFO [cron_2931206b63d8_20260717_190025] agent.tool_executor: tool execute_code completed (2.36s, 1433 chars)
2026-07-17 19:08:48,796 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10157 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:09:02,350 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10157 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:09:02,353 INFO [cron_2931206b63d8_20260717_190025] agent.conversation_loop: API call #15: model=default provider=custom in=79939 out=611 total=80550 latency=13.6s
2026-07-17 19:09:04,810 INFO [cron_2931206b63d8_20260717_190025] agent.tool_executor: tool execute_code completed (2.40s, 641 chars)
2026-07-17 19:09:04,857 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10162 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:09:14,179 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10162 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:09:14,180 INFO [cron_2931206b63d8_20260717_190025] agent.conversation_loop: API call #16: model=default provider=custom in=80781 out=317 total=81098 latency=9.3s
2026-07-17 19:09:14,289 INFO [cron_2931206b63d8_20260717_190025] agent.tool_executor: tool skill_view completed (0.08s, 23799 chars)
2026-07-17 19:09:14,343 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10163 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:09:19,456 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10163 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:09:19,458 INFO [cron_2931206b63d8_20260717_190025] agent.conversation_loop: API call #17: model=default provider=custom in=87448 out=75 total=87523 latency=5.1s cache=77824/87448 (89%)
2026-07-17 19:09:20,061 INFO [cron_2931206b63d8_20260717_190025] agent.tool_executor: tool terminal completed (0.58s, 5264 chars)
2026-07-17 19:09:20,113 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10165 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:09:25,758 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10165 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:09:25,759 INFO [cron_2931206b63d8_20260717_190025] agent.conversation_loop: API call #18: model=default provider=custom in=103749 out=251 total=104000 latency=5.7s
2026-07-17 19:09:26,564 INFO [cron_2931206b63d8_20260717_190025] agent.tool_executor: tool terminal completed (0.78s, 447 chars)
2026-07-17 19:09:26,609 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10167 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:09:28,109 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10167 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:09:28,110 INFO [cron_2931206b63d8_20260717_190025] agent.conversation_loop: API call #19: model=default provider=custom in=104103 out=255 total=104358 latency=1.5s cache=97657/104103 (94%)
2026-07-17 19:09:28,708 WARNING [cron_2931206b63d8_20260717_190025] agent.tool_executor: Tool terminal returned error (0.58s): {"output": "usage: hermes [-h] [--version] [-z PROMPT] [--usage-file PATH] [-m MODEL]\n              [--provider PROVIDER] [-t TOOLSETS] [--resume SESSION]\n              [--continue [SESSION_NAME]] [
2026-07-17 19:09:28,755 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10169 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:09:30,501 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10169 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:09:30,502 INFO [cron_2931206b63d8_20260717_190025] agent.conversation_loop: API call #20: model=default provider=custom in=104649 out=260 total=104909 latency=1.8s cache=97651/104649 (93%)
2026-07-17 19:09:31,746 INFO [cron_2931206b63d8_20260717_190025] agent.tool_executor: tool terminal completed (1.20s, 889 chars)
2026-07-17 19:09:31,790 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10171 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:09:33,239 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10171 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:09:33,240 INFO [cron_2931206b63d8_20260717_190025] agent.conversation_loop: API call #21: model=default provider=custom in=105233 out=260 total=105493 latency=1.5s cache=97645/105233 (93%)
2026-07-17 19:09:33,840 INFO [cron_2931206b63d8_20260717_190025] agent.tool_executor: tool terminal completed (0.58s, 5410 chars)
2026-07-17 19:09:33,888 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10173 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:10:09,137 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Cached user photo at /root/.hermes/cache/images/img_5f2bbe6d4368.jpg
2026-07-17 19:10:09,940 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing photo batch agent:main:telegram:group:-1003707758328:12:photo-burst with 1 image(s)
2026-07-17 19:10:09,954 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='bây giờ tôi đang có 5 task TL cũ đang pending. Và 5 task VN đã chạy xong. Tôi nê' reply_to_id=12 reply_to_text=''
2026-07-17 19:10:10,202 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 19:10:10,326 INFO gateway.run: Image routing: text (mode=text). Pre-analyzing 1 image(s) via vision_analyze.
2026-07-17 19:10:10,326 INFO tools.vision_tools: Analyzing image: /root/.hermes/cache/images/img_5f2bbe6d4368.jpg
2026-07-17 19:10:10,326 INFO tools.vision_tools: User prompt: Describe everything visible in this image in thorough detail. Include any text, code, data, objects,
2026-07-17 19:10:10,334 INFO tools.vision_tools: Image ready (73.3 KB)
2026-07-17 19:10:10,336 INFO tools.vision_tools: Converting image to base64...
2026-07-17 19:10:10,338 INFO tools.vision_tools: Image converted to base64 (97.7 KB)
2026-07-17 19:10:10,338 INFO tools.vision_tools: Processing image with vision model...
2026-07-17 19:12:10,364 INFO agent.auxiliary_client: Auxiliary vision (async): transient transport error; retrying once on the same provider before fallback: Request timed out.
2026-07-17 19:14:02,614 INFO tools.vision_tools: Image analysis completed (5203 characters)
2026-07-17 19:14:02,750 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=190 msg="[The user sent an image~ Here's what I can see: This is a dark-themed kanban-sty..."
2026-07-17 19:14:02,844 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10174 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:14:13,848 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10173 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:14:13,850 INFO [cron_2931206b63d8_20260717_190025] agent.conversation_loop: API call #22: model=default provider=custom in=90428 out=955 total=91383 latency=280.0s
2026-07-17 19:14:13,877 INFO [cron_2931206b63d8_20260717_190025] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=22/60 budget=20/60 tool_turns=21 last_msg_role=assistant response_len=1476 session=cron_2931206b63d8_20260717_190025
2026-07-17 19:14:13,889 INFO cron.scheduler: Job 'Research-VN-Tourism-Policy' completed successfully
2026-07-17 19:14:13,977 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:14:14,103 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 19:14:14,133 INFO [cron_2931206b63d8_20260717_190025] agent.turn_context: conversation turn: session=cron_2931206b63d8_20260717_190025 model=default provider=custom platform=cron history=57 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-17 19:14:14,168 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10175 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:14:14,688 INFO cron.scheduler: Job '2931206b63d8': delivered to telegram:-1003707758328 via live adapter
2026-07-17 19:14:14,689 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=cron-seq_0:135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:14:50,533 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10174 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:14:50,534 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #260: model=default provider=custom in=97849 out=3140 total=100989 latency=47.7s cache=94208/97849 (96%)
2026-07-17 19:14:50,565 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=75 last_msg_role=assistant response_len=2308 session=20260712_081412_654c5f58
2026-07-17 19:14:50,595 INFO gateway.run: Queued follow-up for session agent:main:telegram:group:-1003707758328:12: final stream delivery not confirmed; sending first response before continuing.
2026-07-17 19:14:50,657 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:14:50,759 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 19:14:50,783 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=192 msg='Review the conversation above and consider saving to memory if appropriate.  Foc...'
2026-07-17 19:14:50,846 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10176 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:14:51,498 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=192 msg='[NN Vo] tôi nhận ra 1 lỗ hổng khác, task 1 và 2 (phase 1 & 2) ko hiểu sao lại ch...'
2026-07-17 19:14:51,593 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10177 (_call):135522218272448 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:15:08,175 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10175 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:15:08,176 INFO [cron_2931206b63d8_20260717_190025] agent.conversation_loop: API call #1: model=default provider=custom in=93451 out=3471 total=96922 latency=54.0s
2026-07-17 19:15:08,225 WARNING [cron_2931206b63d8_20260717_190025] agent.tool_executor: Tool skill_manage returned error (0.04s): {"success": false, "error": "Refusing background curator patch for skill 'notebooklm-research': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md
2026-07-17 19:15:08,250 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10176 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:15:08,251 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=98472 out=264 total=98736 latency=17.4s cache=93696/98472 (95%)
2026-07-17 19:15:08,273 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool memory returned error (0.01s): {"success": false, "error": "After applying all 2 operations, memory would be at 1,803/1,375 chars -- over the limit. Remove or shorten more entries in the same batch (see current_entries below), then
2026-07-17 19:15:08,295 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10178 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:15:08,383 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10179 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:15:11,843 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10178 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:15:11,846 INFO [cron_2931206b63d8_20260717_190025] agent.conversation_loop: API call #2: model=default provider=custom in=96783 out=56 total=96839 latency=3.6s cache=91136/96783 (94%)
2026-07-17 19:15:11,988 INFO [cron_2931206b63d8_20260717_190025] agent.tool_executor: tool skill_view completed (0.10s, 12309 chars)
2026-07-17 19:15:12,031 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10180 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:15:20,563 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10180 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:15:20,565 INFO [cron_2931206b63d8_20260717_190025] agent.conversation_loop: API call #3: model=default provider=custom in=100049 out=362 total=100411 latency=8.6s cache=94208/100049 (94%)
2026-07-17 19:15:20,629 INFO [cron_2931206b63d8_20260717_190025] agent.tool_executor: tool skill_manage completed (0.05s, 201 chars)
2026-07-17 19:15:20,669 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10181 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:15:20,998 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10179 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:15:21,002 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=99111 out=484 total=99595 latency=12.7s cache=96256/99111 (97%)
2026-07-17 19:15:21,010 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool memory returned error (0.00s): {"success": false, "error": "After applying all 1 operations, memory would be at 1,405/1,375 chars -- over the limit. Remove or shorten more entries in the same batch (see current_entries below), then
2026-07-17 19:15:21,070 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10182 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:15:26,359 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10181 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:15:26,360 INFO [cron_2931206b63d8_20260717_190025] agent.conversation_loop: API call #4: model=default provider=custom in=100483 out=222 total=100705 latency=5.7s cache=97792/100483 (97%)
2026-07-17 19:15:26,432 INFO [cron_2931206b63d8_20260717_190025] agent.tool_executor: tool skill_manage completed (0.07s, 539 chars)
2026-07-17 19:15:26,492 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10183 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:15:30,104 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10177 (_call):135522218272448 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:15:30,107 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #261: model=default provider=custom in=98755 out=1676 total=100431 latency=38.6s cache=95744/98755 (97%)
2026-07-17 19:15:30,147 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=75 last_msg_role=assistant response_len=3932 session=20260712_081412_654c5f58
2026-07-17 19:15:30,182 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=320.2s api_calls=1 response=3932 chars
2026-07-17 19:15:30,230 INFO gateway.platforms.base: [Telegram] Sending response (3932 chars) to -1003707758328
2026-07-17 19:15:32,743 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10182 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:15:32,744 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #3: model=default provider=custom in=99878 out=615 total=100493 latency=11.7s cache=96768/99878 (97%)
2026-07-17 19:15:32,754 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool memory returned error (0.00s): {"success": false, "error": "Operation 1 (replace): no entry matched 'CEO Nhi, Vietnamese, direct. Strict approval gates: block+reassign ceo (never auto-complete). NO dashes in prose. No raw files (us
2026-07-17 19:15:32,804 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10184 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:15:45,457 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10183 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:15:45,458 INFO [cron_2931206b63d8_20260717_190025] agent.conversation_loop: API call #5: model=default provider=custom in=100865 out=247 total=101112 latency=19.0s cache=98304/100865 (97%)
2026-07-17 19:15:45,469 INFO [cron_2931206b63d8_20260717_190025] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=5/16 budget=5/16 tool_turns=25 last_msg_role=assistant response_len=906 session=cron_2931206b63d8_20260717_190025
2026-07-17 19:15:45,476 INFO [cron_2931206b63d8_20260717_190025] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:15:47,508 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10184 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:15:47,510 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #4: model=default provider=custom in=101013 out=409 total=101422 latency=14.7s cache=97792/101013 (97%)
2026-07-17 19:15:47,523 INFO [20260712_081412_654c5f58] agent.tool_executor: tool memory completed (0.01s, 207 chars)
2026-07-17 19:15:47,564 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10185 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:15:57,319 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10185 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:15:57,320 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #5: model=default provider=custom in=101384 out=6 total=101390 latency=9.8s cache=98816/101384 (97%)
2026-07-17 19:15:57,324 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=5/16 budget=5/16 tool_turns=79 last_msg_role=assistant response_len=6 session=20260712_081412_654c5f58
2026-07-17 19:15:57,329 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:22:15,641 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Cached user document at /root/.hermes/cache/documents/doc_a64083f8868c_Research Architect.md (text/markdown)
2026-07-17 19:22:15,666 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='[Content of Research Architect.md]: --- tags: type: area: status: Created: Last ' reply_to_id=12 reply_to_text=''
2026-07-17 19:22:15,993 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 19:22:16,097 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=194 msg="[The user sent a text document: 'Research Architect.md'. Its content has been in..."
2026-07-17 19:22:16,277 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10186 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:22:44,294 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10186 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:22:44,296 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #262: model=default provider=custom in=102981 out=847 total=103828 latency=28.0s cache=96256/102981 (93%)
2026-07-17 19:22:44,459 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.14s, 4817 chars)
2026-07-17 19:22:45,578 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.10s, 13446 chars)
2026-07-17 19:22:45,638 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10192 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:23:46,651 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10192 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:23:46,656 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #263: model=default provider=custom in=108370 out=4104 total=112474 latency=61.0s cache=100864/108370 (93%)
2026-07-17 19:23:46,709 INFO [20260712_081412_654c5f58] agent.tool_executor: tool cronjob completed (0.02s, 1116 chars)
2026-07-17 19:23:47,742 INFO [20260712_081412_654c5f58] agent.tool_executor: tool cronjob completed (0.02s, 1117 chars)
2026-07-17 19:23:47,825 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10193 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:24:11,883 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10193 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:24:11,885 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #264: model=default provider=custom in=112349 out=489 total=112838 latency=24.1s cache=105984/112349 (94%)
2026-07-17 19:24:11,910 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=3/60 tool_turns=77 last_msg_role=assistant response_len=1655 session=20260712_081412_654c5f58
2026-07-17 19:24:11,938 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=116.3s api_calls=3 response=1655 chars
2026-07-17 19:24:11,982 INFO gateway.platforms.base: [Telegram] Sending response (1655 chars) to -1003707758328
2026-07-17 19:29:33,422 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=asyncio_0:124941068400320 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:29:33,425 INFO tui_gateway.ws: ws closed peer=127.0.0.1:53096 reason=client_disconnect(code=1001,reason=) messages=1 parse_errors=0 dispatch_crashes=0 send_failures=0 reaped_sessions=1 detached_sessions=0
2026-07-17 19:29:37,980 INFO tui_gateway.ws: ws accepted peer=127.0.0.1:45618
2026-07-17 19:29:38,350 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=Thread-120 (_build):124940234778304 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:29:38,606 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 19:29:39,290 INFO hermes_cli.web_server: pty accepted peer=127.0.0.1 mode=loopback cred=token
2026-07-17 19:30:26,143 INFO cron.scheduler: Running job 'Research-TL-Tourism-Policy' (ID: 9be1c0e5bda5)
2026-07-17 19:30:26,144 INFO cron.scheduler: Prompt: [IMPORTANT: The user has invoked the "notebooklm-research" skill, indicating they want you to follow
2026-07-17 19:30:26,145 INFO cron.scheduler: Job '9be1c0e5bda5': using workdir /opt/ai-os/products/ceo/content/research
2026-07-17 19:30:26,233 INFO cron.scheduler: Job '9be1c0e5bda5': 61 MCP tool(s) available
2026-07-17 19:30:26,296 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=cron-seq_0:135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:30:26,474 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 19:30:26,509 INFO [cron_9be1c0e5bda5_20260717_193026] agent.turn_context: conversation turn: session=cron_9be1c0e5bda5_20260717_193026 model=default provider=custom platform=cron history=0 msg='[IMPORTANT: The user has invoked the "notebooklm-research" skill, indicating the...'
2026-07-17 19:30:26,711 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10194 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:30:42,587 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10194 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:30:42,588 INFO [cron_9be1c0e5bda5_20260717_193026] agent.conversation_loop: API call #1: model=default provider=custom in=27225 out=194 total=27419 latency=15.9s cache=20992/27225 (77%)
2026-07-17 19:30:42,825 INFO agent.tool_executor: tool skill_view completed (0.21s, 4403 chars)
2026-07-17 19:30:42,842 INFO agent.tool_executor: tool skill_view completed (0.22s, 63859 chars)
2026-07-17 19:30:42,922 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10195 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:30:54,353 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10195 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:30:54,354 INFO [cron_9be1c0e5bda5_20260717_193026] agent.conversation_loop: API call #2: model=default provider=custom in=44835 out=464 total=45299 latency=11.4s cache=25088/44835 (56%)
2026-07-17 19:30:55,366 INFO [cron_9be1c0e5bda5_20260717_193026] agent.tool_executor: tool terminal completed (0.99s, 447 chars)
2026-07-17 19:30:56,515 INFO [cron_9be1c0e5bda5_20260717_193026] agent.tool_executor: tool search_files completed (0.13s, 186 chars)
2026-07-17 19:30:56,565 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10199 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:31:03,546 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10199 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:31:03,547 INFO [cron_9be1c0e5bda5_20260717_193026] agent.conversation_loop: API call #3: model=default provider=custom in=45151 out=129 total=45280 latency=7.0s cache=42496/45151 (94%)
2026-07-17 19:31:04,358 INFO [cron_9be1c0e5bda5_20260717_193026] agent.tool_executor: tool terminal completed (0.79s, 852 chars)
2026-07-17 19:31:04,393 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10201 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:31:21,028 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10201 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:31:21,030 INFO [cron_9be1c0e5bda5_20260717_193026] agent.conversation_loop: API call #4: model=default provider=custom in=45507 out=526 total=46033 latency=16.7s cache=43008/45507 (95%)
2026-07-17 19:31:21,053 INFO [cron_9be1c0e5bda5_20260717_193026] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=4/60 budget=4/60 tool_turns=3 last_msg_role=assistant response_len=8 session=cron_9be1c0e5bda5_20260717_193026
2026-07-17 19:31:21,059 INFO cron.scheduler: Job 'Research-TL-Tourism-Policy' completed successfully
2026-07-17 19:31:21,083 INFO cron.scheduler: Job '9be1c0e5bda5': agent returned [SILENT] — skipping delivery
2026-07-17 19:31:21,084 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=cron-seq_0:135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:31:28,481 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (104 chars)
2026-07-17 19:31:28,511 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='rất đầy đủ rồi, vì cron description đã đầy đủ, chúng ta có nên delete các task c' reply_to_id=12 reply_to_text=''
2026-07-17 19:31:28,692 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 19:31:28,782 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=202 msg='[NN Vo] rất đầy đủ rồi, vì cron description đã đầy đủ, chúng ta có nên delete cá...'
2026-07-17 19:31:28,858 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10202 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:31:43,930 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10202 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:31:43,935 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #265: model=default provider=custom in=112875 out=845 total=113720 latency=15.1s cache=110592/112875 (98%)
2026-07-17 19:31:43,992 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=77 last_msg_role=assistant response_len=1043 session=20260712_081412_654c5f58
2026-07-17 19:31:44,039 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=15.5s api_calls=1 response=1043 chars
2026-07-17 19:31:44,172 INFO gateway.platforms.base: [Telegram] Sending response (1043 chars) to -1003707758328
2026-07-17 19:33:30,728 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (485 chars)
2026-07-17 19:33:30,740 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='nhưng latest update của task TL 01 là The task is failing due to persistent serv' reply_to_id=12 reply_to_text=''
2026-07-17 19:33:30,877 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 19:33:30,956 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=204 msg='[NN Vo] nhưng latest update của task TL 01 là The task is failing due to persist...'
2026-07-17 19:33:31,029 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10203 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:33:45,935 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10203 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:33:45,936 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #266: model=default provider=custom in=113316 out=550 total=113866 latency=14.9s cache=110592/113316 (98%)
2026-07-17 19:33:46,079 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.12s, 250 chars)
2026-07-17 19:33:47,209 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.12s, 206 chars)
2026-07-17 19:33:48,315 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.09s, 7775 chars)
2026-07-17 19:33:48,369 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10207 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:34:05,695 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10207 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:34:05,698 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #267: model=default provider=custom in=116139 out=963 total=117102 latency=17.3s cache=111104/116139 (96%)
2026-07-17 19:34:05,731 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=78 last_msg_role=assistant response_len=1548 session=20260712_081412_654c5f58
2026-07-17 19:34:05,758 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=35.0s api_calls=2 response=1548 chars
2026-07-17 19:34:05,798 INFO gateway.platforms.base: [Telegram] Sending response (1548 chars) to -1003707758328
2026-07-17 19:36:07,676 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (116 chars)
2026-07-17 19:36:07,698 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='ok thôi, nhưng hãy nhớ là output của 5 task vn cũng đang là tiếng anh. Nó ko đún' reply_to_id=12 reply_to_text=''
2026-07-17 19:36:07,920 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 19:36:08,023 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=210 msg='[NN Vo] ok thôi, nhưng hãy nhớ là output của 5 task vn cũng đang là tiếng anh. N...'
2026-07-17 19:36:08,118 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10208 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:36:32,834 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10208 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:36:32,838 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #268: model=default provider=custom in=116663 out=1450 total=118113 latency=24.7s cache=113664/116663 (97%)
2026-07-17 19:36:32,872 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=78 last_msg_role=assistant response_len=2243 session=20260712_081412_654c5f58
2026-07-17 19:36:32,922 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=25.2s api_calls=1 response=2243 chars
2026-07-17 19:36:32,965 INFO gateway.platforms.base: [Telegram] Sending response (2243 chars) to -1003707758328
2026-07-17 19:38:18,027 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (386 chars)
2026-07-17 19:38:18,056 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='Phase A — xử lý hạ tầng * sửa/chạy lại NotebookLM service * xử lý port 9120 * Ba' reply_to_id=12 reply_to_text=''
2026-07-17 19:38:18,269 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 19:38:18,365 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=212 msg='[NN Vo] Phase A — xử lý hạ tầng * sửa/chạy lại NotebookLM service * xử lý port 9...'
2026-07-17 19:38:18,447 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10209 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:38:42,824 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10209 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:38:42,825 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #269: model=default provider=custom in=117463 out=674 total=118137 latency=24.4s cache=114176/117463 (97%)
2026-07-17 19:38:42,937 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.08s, 252 chars)
2026-07-17 19:38:44,049 INFO [20260712_081412_654c5f58] agent.tool_executor: tool read_file completed (0.10s, 11716 chars)
2026-07-17 19:38:47,652 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (2.59s, 3668 chars)
2026-07-17 19:38:47,724 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10216 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:40:11,353 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10216 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:40:11,355 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #270: model=default provider=custom in=121532 out=5585 total=127117 latency=83.7s cache=115200/121532 (95%)
2026-07-17 19:40:11,568 INFO [20260712_081412_654c5f58] agent.tool_executor: tool write_file completed (0.18s, 364 chars)
2026-07-17 19:40:12,726 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.15s, 233 chars)
2026-07-17 19:40:13,821 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.08s, 182 chars)
2026-07-17 19:40:13,855 INFO [20260712_081412_654c5f58] agent.conversation_loop: Pre-API compression: ~132,519 request tokens >= 128,000 threshold (context=256,000, attempt=1/3)
2026-07-17 19:40:13,857 INFO [20260712_081412_654c5f58] agent.conversation_compression: context compression started: session=20260712_081412_654c5f58 messages=221 tokens=~132,519 model=default focus=None
2026-07-17 19:40:13,916 INFO [20260712_081412_654c5f58] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-17 19:40:28,711 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=asyncio_3:124939860440768 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:40:28,718 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=asyncio_2:124940742268608 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:40:28,722 INFO tui_gateway.ws: ws closed peer=127.0.0.1:34334 reason=client_disconnect(code=1006,reason=) messages=1 parse_errors=0 dispatch_crashes=0 send_failures=0 reaped_sessions=1 detached_sessions=0
2026-07-17 19:40:28,723 INFO tui_gateway.ws: ws closed peer=127.0.0.1:45618 reason=client_disconnect(code=1006,reason=) messages=1 parse_errors=0 dispatch_crashes=0 send_failures=0 reaped_sessions=1 detached_sessions=0
2026-07-17 19:40:29,789 INFO hermes_cli.web_server: pty accepted peer=127.0.0.1 mode=loopback cred=token
2026-07-17 19:40:46,876 INFO hermes_cli.web_server: pty accepted peer=127.0.0.1 mode=loopback cred=token
2026-07-17 19:41:28,848 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 19:41:30,131 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 19:41:31,934 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 19:41:54,027 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 19:41:56,741 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 19:42:00,537 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 19:42:04,242 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 19:42:08,070 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 19:42:11,902 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 19:42:15,690 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 19:42:19,425 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 19:42:48,067 INFO [20260712_081412_654c5f58] agent.conversation_compression: context compression done: session=20260712_081412_654c5f58 messages=221->75 rough_tokens=~82,764 awaiting_real_usage=true
2026-07-17 19:42:48,126 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10225 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:42:52,165 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 19:42:57,567 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 19:43:06,308 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10225 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:43:06,309 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #271: model=default provider=custom in=77633 out=857 total=78490 latency=18.2s
2026-07-17 19:43:06,383 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=3/60 tool_turns=17 last_msg_role=assistant response_len=2536 session=20260712_081412_654c5f58
2026-07-17 19:43:06,426 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=288.4s api_calls=3 response=2536 chars
2026-07-17 19:43:06,469 INFO gateway.platforms.base: [Telegram] Sending response (2536 chars) to -1003707758328
2026-07-17 19:43:36,306 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Cached user photo at /root/.hermes/cache/images/img_077632b1c0be.jpg
2026-07-17 19:43:37,109 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing photo batch agent:main:telegram:group:-1003707758328:12:photo-burst with 1 image(s)
2026-07-17 19:43:37,436 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='/queue có vẻ như 2 cron job research next turn là 2h32 sáng phải ko? Vậy cũng ok' reply_to_id=12 reply_to_text=''
2026-07-17 19:43:37,625 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 19:43:37,713 INFO gateway.run: Image routing: text (mode=text). Pre-analyzing 1 image(s) via vision_analyze.
2026-07-17 19:43:37,714 INFO tools.vision_tools: Analyzing image: /root/.hermes/cache/images/img_077632b1c0be.jpg
2026-07-17 19:43:37,714 INFO tools.vision_tools: User prompt: Describe everything visible in this image in thorough detail. Include any text, code, data, objects,
2026-07-17 19:43:37,725 INFO tools.vision_tools: Image ready (61.0 KB)
2026-07-17 19:43:37,727 INFO tools.vision_tools: Converting image to base64...
2026-07-17 19:43:37,730 INFO tools.vision_tools: Image converted to base64 (81.3 KB)
2026-07-17 19:43:37,730 INFO tools.vision_tools: Processing image with vision model...
2026-07-17 19:44:11,858 INFO tools.vision_tools: Image analysis completed (5804 characters)
2026-07-17 19:44:11,951 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=76 msg="[The user sent an image~ Here's what I can see: The image is a mobile screenshot..."
2026-07-17 19:44:12,025 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10226 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:44:17,507 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10226 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:44:17,508 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #272: model=default provider=custom in=88199 out=293 total=88492 latency=5.5s
2026-07-17 19:44:17,543 INFO [20260712_081412_654c5f58] agent.tool_executor: tool cronjob completed (0.01s, 1151 chars)
2026-07-17 19:44:18,560 INFO [20260712_081412_654c5f58] agent.tool_executor: tool cronjob completed (0.01s, 1151 chars)
2026-07-17 19:44:19,606 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.04s, 45 chars)
2026-07-17 19:44:20,619 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool terminal returned error (0.00s): {"output": "", "exit_code": -1, "error": "Foreground command uses '&' backgrounding. Use terminal(background=true) for long-lived processes, then run health checks and tests in follow-up terminal call
2026-07-17 19:44:20,672 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10228 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:44:23,820 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10228 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:44:23,823 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #273: model=default provider=custom in=90007 out=243 total=90250 latency=3.2s
2026-07-17 19:44:23,921 INFO [20260712_081412_654c5f58] agent.tool_executor: tool terminal completed (0.08s, 155 chars)
2026-07-17 19:44:23,969 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10230 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:44:26,565 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10230 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:44:26,567 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #274: model=default provider=custom in=90328 out=527 total=90855 latency=2.6s cache=85245/90328 (94%)
2026-07-17 19:44:26,615 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=3/60 tool_turns=19 last_msg_role=assistant response_len=1032 session=20260712_081412_654c5f58
2026-07-17 19:44:26,693 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=49.3s api_calls=3 response=1032 chars
2026-07-17 19:44:26,731 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:44:26,812 INFO gateway.platforms.base: [Telegram] Sending response (1032 chars) to -1003707758328
2026-07-17 19:44:26,856 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 19:44:26,899 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=85 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-17 19:44:26,949 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10231 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:44:28,873 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10231 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:44:28,875 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #1: model=default provider=custom in=90863 out=20 total=90883 latency=1.9s
2026-07-17 19:44:29,008 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.13s): {"success": false, "error": "Skill 'operate/research-pipeline' not found.", "available_skills": ["computer-use", "deploy-internal-dashboard", "dogfood", "onboarding", "research-add-items", "startup-ki
2026-07-17 19:44:29,049 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10232 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:44:29,964 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10232 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:44:29,965 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #2: model=default provider=custom in=91261 out=16 total=91277 latency=0.9s cache=85246/91261 (93%)
2026-07-17 19:44:30,027 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skills_list completed (0.06s, 3408 chars)
2026-07-17 19:44:30,060 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10233 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:51:13,989 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10233 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:51:13,991 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #3: model=default provider=custom in=82591 out=25 total=82616 latency=403.9s
2026-07-17 19:51:14,127 WARNING [20260712_081412_654c5f58] tools.skills_tool: Skill name collision for 'research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-17 19:51:14,129 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.08s): {"success": false, "error": "Ambiguous skill name 'research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.",
2026-07-17 19:51:14,174 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10234 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:51:20,854 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10234 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:51:20,855 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #4: model=default provider=custom in=92732 out=622 total=93354 latency=6.7s
2026-07-17 19:51:20,857 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool read_file returned error (0.00s): {"error": "Background review denied non-whitelisted tool: read_file. Only memory/skill tools are allowed."}
2026-07-17 19:51:20,908 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10235 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:51:35,752 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10235 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:51:35,755 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #5: model=default provider=custom in=92806 out=2542 total=95348 latency=14.9s
2026-07-17 19:51:35,868 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.11s): {"success": false, "error": "Skill 'research/research-pipeline' not found in active profile 'default'. Use skills_list() to see available skills."}
2026-07-17 19:51:35,914 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10236 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:54:22,385 INFO hermes_plugins.telegram_platform.adapter: [Telegram] Flushing text batch agent:main:telegram:group:-1003707758328:12 (557 chars)
2026-07-17 19:54:22,402 INFO gateway.run: inbound message: platform=telegram user=NN Vo chat=-1003707758328 msg='deliver phase 4 của task vn vừa rồi tôi đánh giá là kém, vì nó ko follow được lu' reply_to_id=12 reply_to_text=''
2026-07-17 19:54:22,552 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 19:54:22,669 INFO [20260712_081412_654c5f58] agent.turn_context: conversation turn: session=20260712_081412_654c5f58 model=default provider=custom platform=telegram history=85 msg='[NN Vo] deliver phase 4 của task vn vừa rồi tôi đánh giá là kém, vì nó ko follow...'
2026-07-17 19:54:22,726 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10237 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:54:45,239 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 19:54:49,075 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 19:54:52,819 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 19:54:56,508 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 19:55:00,266 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 19:55:04,006 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 19:55:12,058 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 19:57:02,060 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10237 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:57:02,064 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #275: model=default provider=custom in=81886 out=331 total=82217 latency=159.4s cache=27136/81886 (33%)
2026-07-17 19:57:02,477 INFO agent.tool_executor: tool read_file completed (0.25s, 11199 chars)
2026-07-17 19:57:02,591 WARNING tools.skills_tool: Skill name collision for 'research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-17 19:57:02,592 INFO agent.tool_executor: tool skill_view failed (0.37s): {"success": false, "error": "Ambiguous skill name 'research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.",
2026-07-17 19:57:02,594 WARNING tools.skills_tool: Skill name collision for 'research-critism': 3 candidates — /root/.hermes/skills/research/research-critism/SKILL.md; /opt/ai-os/products/ceo/skills/research/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-critism/SKILL.md
2026-07-17 19:57:02,595 INFO agent.tool_executor: tool skill_view failed (0.38s): {"success": false, "error": "Ambiguous skill name 'research-critism': 3 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", 
2026-07-17 19:57:02,607 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.38s): {"success": false, "error": "Ambiguous skill name 'research-critism': 3 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.", 
2026-07-17 19:57:02,627 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.37s): {"success": false, "error": "Ambiguous skill name 'research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorized path.",
2026-07-17 19:57:02,712 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10242 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:57:23,812 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10242 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:57:23,813 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #276: model=default provider=custom in=85685 out=973 total=86658 latency=21.1s cache=79360/85685 (93%)
2026-07-17 19:57:23,869 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=2/60 budget=2/60 tool_turns=20 last_msg_role=assistant response_len=3642 session=20260712_081412_654c5f58
2026-07-17 19:57:23,885 INFO gateway.run: response ready: platform=telegram chat=-1003707758328 time=181.5s api_calls=2 response=3642 chars
2026-07-17 19:57:23,928 INFO gateway.platforms.base: [Telegram] Sending response (3642 chars) to -1003707758328
2026-07-17 19:57:34,476 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10236 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:57:34,477 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #6: model=default provider=custom in=84955 out=2702 total=87657 latency=358.6s cache=80384/84955 (95%)
2026-07-17 19:57:34,508 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.02s): {"success": false, "error": "Refusing background curator patch for skill 'research-pipeline': the current SKILL.md content has not been loaded in this review turn. Call skill_view(name) for SKILL.md, 
2026-07-17 19:57:34,551 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10243 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:58:00,290 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10243 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:58:00,291 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #7: model=default provider=custom in=88948 out=86 total=89034 latency=25.8s
2026-07-17 19:58:00,305 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.00s): {"success": false, "error": "Skill name must be a relative path within the skills directory.", "hint": "Use a skill name or relative path within the skills directory."}

[Tool loop warning: same_tool_
2026-07-17 19:58:00,358 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10244 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:58:04,427 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10244 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:58:04,429 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #8: model=default provider=custom in=89149 out=133 total=89282 latency=4.1s cache=86528/89149 (97%)
2026-07-17 19:58:04,495 WARNING [20260712_081412_654c5f58] tools.skills_tool: Skill name collision for 'research/research-pipeline': 2 candidates — /root/.hermes/skills/research/research-pipeline/SKILL.md; /opt/ai-os/products/ceo/skills/research/research-pipeline/SKILL.md
2026-07-17 19:58:04,495 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_view returned error (0.06s): {"success": false, "error": "Ambiguous skill name 'research/research-pipeline': 2 skills match across your local skills dir and external_dirs. Refusing to guess — load one explicitly by its categorize
2026-07-17 19:58:04,539 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10245 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:58:10,312 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10245 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:58:10,313 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #9: model=default provider=custom in=89465 out=261 total=89726 latency=5.8s cache=87040/89465 (97%)
2026-07-17 19:58:10,345 WARNING [20260712_081412_654c5f58] agent.tool_executor: Tool skill_manage returned error (0.03s): {"error": "old_string is required for 'patch'. Provide the text to find.", "success": false}

[Tool loop warning: same_tool_failure_warning; count=3; skill_manage has failed 3 times this turn. This lo
2026-07-17 19:58:10,391 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10246 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:58:41,678 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10246 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:58:41,681 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #10: model=default provider=custom in=89661 out=1308 total=90969 latency=31.3s cache=87040/89661 (97%)
2026-07-17 19:58:41,826 INFO [20260712_081412_654c5f58] agent.tool_executor: tool skill_manage completed (0.13s, 561 chars)
2026-07-17 19:58:41,884 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10247 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:59:03,510 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10247 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 19:59:03,511 INFO [20260712_081412_654c5f58] agent.conversation_loop: API call #11: model=default provider=custom in=90905 out=303 total=91208 latency=21.7s cache=87552/90905 (96%)
2026-07-17 19:59:03,520 INFO [20260712_081412_654c5f58] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=11/16 budget=11/16 tool_turns=29 last_msg_role=assistant response_len=1190 session=20260712_081412_654c5f58
2026-07-17 19:59:03,526 INFO [20260712_081412_654c5f58] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 20:02:21,583 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 20:02:25,472 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 20:02:29,254 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 20:02:33,128 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 20:02:36,934 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 20:02:40,721 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 20:10:30,430 WARNING hermes_cli.web_server: pty refused: origin_mismatch origin=https://vmi3427693.tail8c1aaf.ts.net bound=127.0.0.1 peer=127.0.0.1
2026-07-17 20:29:36,109 INFO tui_gateway.ws: ws closed peer=127.0.0.1:56624 reason=client_disconnect(code=1005,reason=) messages=12176 parse_errors=0 dispatch_crashes=0 send_failures=0 reaped_sessions=0 detached_sessions=1
2026-07-17 20:29:56,147 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=Thread-124:124939029956288 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 21:31:28,359 INFO cron.scheduler: Running job 'rotate-gs-proxy' (ID: 22df2c51a45d)
2026-07-17 21:31:28,360 INFO cron.scheduler: Prompt: [IMPORTANT: You are running as a scheduled cron job. DELIVERY: Your final response will be automatic
2026-07-17 21:31:28,469 INFO cron.scheduler: Job '22df2c51a45d': 61 MCP tool(s) available
2026-07-17 21:31:28,552 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=cron-parallel_0:135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 21:31:28,574 WARNING tools.registry: check_fn _browser_cdp_check returned False; dependent tools will be unavailable this turn
2026-07-17 21:31:28,585 WARNING tools.registry: check_fn _browser_dialog_check returned False; dependent tools will be unavailable this turn
2026-07-17 21:31:28,601 WARNING tools.registry: check_fn check_close_terminal_requirements returned False; dependent tools will be unavailable this turn
2026-07-17 21:31:28,602 WARNING tools.registry: check_fn check_computer_use_requirements returned False; dependent tools will be unavailable this turn
2026-07-17 21:31:28,664 WARNING tools.registry: check_fn check_image_generation_requirements returned False; dependent tools will be unavailable this turn
2026-07-17 21:31:28,667 WARNING tools.registry: check_fn _check_kanban_mode returned False; dependent tools will be unavailable this turn
2026-07-17 21:31:28,670 WARNING tools.registry: check_fn _check_kanban_orchestrator_mode returned False; dependent tools will be unavailable this turn
2026-07-17 21:31:28,672 WARNING tools.registry: check_fn check_read_terminal_requirements returned False; dependent tools will be unavailable this turn
2026-07-17 21:31:29,097 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 21:31:29,132 INFO [cron_22df2c51a45d_20260717_213128] agent.turn_context: conversation turn: session=cron_22df2c51a45d_20260717_213128 model=default provider=custom platform=cron history=0 msg='[IMPORTANT: You are running as a scheduled cron job. DELIVERY: Your final respon...'
2026-07-17 21:31:29,920 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10248 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 21:31:32,037 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10248 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 21:31:32,040 INFO [cron_22df2c51a45d_20260717_213128] agent.conversation_loop: API call #1: model=default provider=custom in=27413 out=440 total=27853 latency=2.1s
2026-07-17 21:31:32,212 INFO [cron_22df2c51a45d_20260717_213128] agent.tool_executor: tool read_file completed (0.14s, 4276 chars)
2026-07-17 21:31:32,264 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10253 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 21:31:55,609 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10253 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 21:31:55,610 INFO [cron_22df2c51a45d_20260717_213128] agent.conversation_loop: API call #2: model=default provider=custom in=24642 out=176 total=24818 latency=23.4s
2026-07-17 21:31:57,822 INFO [cron_22df2c51a45d_20260717_213128] agent.tool_executor: tool terminal completed (2.19s, 91 chars)
2026-07-17 21:31:57,855 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10255 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 21:32:00,543 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10255 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 21:32:00,544 INFO [cron_22df2c51a45d_20260717_213128] agent.conversation_loop: API call #3: model=default provider=custom in=24764 out=43 total=24807 latency=2.7s cache=22528/24764 (91%)
2026-07-17 21:32:00,573 INFO [cron_22df2c51a45d_20260717_213128] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=3/60 budget=3/60 tool_turns=2 last_msg_role=assistant response_len=2 session=cron_22df2c51a45d_20260717_213128
2026-07-17 21:32:00,582 INFO cron.scheduler: Job 'rotate-gs-proxy' completed successfully
2026-07-17 21:32:00,626 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=cron-parallel_0:135523909748416 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 21:32:28,560 INFO cron.scheduler: Running job 'Research-VN-Tourism-Policy' (ID: 2931206b63d8)
2026-07-17 21:32:28,560 INFO cron.scheduler: Prompt: [IMPORTANT: The user has invoked the "notebooklm-research" skill, indicating they want you to follow
2026-07-17 21:32:28,561 INFO cron.scheduler: Job '2931206b63d8': using workdir /opt/ai-os/products/ceo/content/research
2026-07-17 21:32:28,646 INFO cron.scheduler: Job '2931206b63d8': 61 MCP tool(s) available
2026-07-17 21:32:28,697 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=cron-seq_0:135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 21:32:28,791 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 21:32:28,817 INFO [cron_2931206b63d8_20260717_213228] agent.turn_context: conversation turn: session=cron_2931206b63d8_20260717_213228 model=default provider=custom platform=cron history=0 msg='[IMPORTANT: The user has invoked the "notebooklm-research" skill, indicating the...'
2026-07-17 21:32:28,939 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10256 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 21:32:46,670 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10256 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 21:32:46,672 INFO [cron_2931206b63d8_20260717_213228] agent.conversation_loop: API call #1: model=default provider=custom in=27250 out=371 total=27621 latency=17.7s cache=9728/27250 (36%)
2026-07-17 21:32:46,875 INFO agent.tool_executor: tool skill_view completed (0.18s, 12543 chars)
2026-07-17 21:32:46,892 INFO agent.tool_executor: tool skill_view completed (0.20s, 63859 chars)
2026-07-17 21:32:46,985 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10257 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 21:32:57,373 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10257 (_call):135522209879744 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 21:32:57,374 INFO [cron_2931206b63d8_20260717_213228] agent.conversation_loop: API call #2: model=default provider=custom in=47154 out=466 total=47620 latency=10.4s cache=25088/47154 (53%)
2026-07-17 21:32:57,548 INFO agent.tool_executor: tool search_files completed (0.15s, 186 chars)
2026-07-17 21:32:57,554 INFO agent.tool_executor: tool search_files completed (0.15s, 135 chars)
2026-07-17 21:32:57,556 INFO agent.tool_executor: tool search_files completed (0.16s, 110 chars)
2026-07-17 21:32:57,604 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10264 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 21:33:02,782 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10264 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 21:33:02,783 INFO [cron_2931206b63d8_20260717_213228] agent.conversation_loop: API call #3: model=default provider=custom in=47534 out=240 total=47774 latency=5.2s cache=45056/47534 (95%)
2026-07-17 21:33:02,916 INFO agent.tool_executor: tool read_file completed (0.10s, 11199 chars)
2026-07-17 21:33:02,922 INFO agent.tool_executor: tool read_file completed (0.11s, 6783 chars)
2026-07-17 21:33:02,969 INFO agent.tool_executor: tool read_file completed (0.15s, 65679 chars)
2026-07-17 21:33:03,051 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10277 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 21:33:17,171 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10277 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 21:33:17,172 INFO [cron_2931206b63d8_20260717_213228] agent.conversation_loop: API call #4: model=default provider=custom in=69910 out=332 total=70242 latency=14.1s cache=45056/69910 (64%)
2026-07-17 21:33:18,369 INFO [cron_2931206b63d8_20260717_213228] agent.tool_executor: tool terminal completed (1.18s, 447 chars)
2026-07-17 21:33:20,160 INFO [cron_2931206b63d8_20260717_213228] agent.tool_executor: tool terminal completed (0.78s, 852 chars)
2026-07-17 21:33:20,198 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10280 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 21:33:28,325 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10280 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 21:33:28,326 INFO [cron_2931206b63d8_20260717_213228] agent.conversation_loop: API call #5: model=default provider=custom in=70444 out=435 total=70879 latency=8.1s cache=67584/70444 (96%)
2026-07-17 21:33:28,364 INFO [cron_2931206b63d8_20260717_213228] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=5/60 budget=5/60 tool_turns=4 last_msg_role=assistant response_len=8 session=cron_2931206b63d8_20260717_213228
2026-07-17 21:33:28,371 INFO cron.scheduler: Job 'Research-VN-Tourism-Policy' completed successfully
2026-07-17 21:33:28,394 INFO cron.scheduler: Job '2931206b63d8': agent returned [SILENT] — skipping delivery
2026-07-17 21:33:28,395 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=cron-seq_0:135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 22:03:29,103 INFO cron.scheduler: Running job 'Research-TL-Tourism-Policy' (ID: 9be1c0e5bda5)
2026-07-17 22:03:29,103 INFO cron.scheduler: Prompt: [IMPORTANT: The user has invoked the "notebooklm-research" skill, indicating they want you to follow
2026-07-17 22:03:29,106 INFO cron.scheduler: Job '9be1c0e5bda5': using workdir /opt/ai-os/products/ceo/content/research
2026-07-17 22:03:29,207 INFO cron.scheduler: Job '9be1c0e5bda5': 61 MCP tool(s) available
2026-07-17 22:03:29,272 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=cron-seq_0:135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 22:03:29,492 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 22:03:29,519 INFO [cron_9be1c0e5bda5_20260717_220329] agent.turn_context: conversation turn: session=cron_9be1c0e5bda5_20260717_220329 model=default provider=custom platform=cron history=0 msg='[IMPORTANT: The user has invoked the "notebooklm-research" skill, indicating the...'
2026-07-17 22:03:29,629 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10281 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 22:03:55,615 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10281 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 22:03:55,617 INFO [cron_9be1c0e5bda5_20260717_220329] agent.conversation_loop: Thinking-only response (no visible content) — prefilling to continue (1/2)
2026-07-17 22:03:55,640 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10282 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 22:04:03,395 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10282 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 22:04:03,396 INFO [cron_9be1c0e5bda5_20260717_220329] agent.conversation_loop: API call #1: model=default provider=custom in=31431 out=624 total=32055 latency=7.8s
2026-07-17 22:04:03,484 INFO agent.tool_executor: tool search_files completed (0.06s, 108 chars)
2026-07-17 22:04:03,514 INFO agent.tool_executor: tool search_files completed (0.09s, 18 chars)
2026-07-17 22:04:03,550 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10288 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 22:04:09,686 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10288 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 22:04:09,686 INFO [cron_9be1c0e5bda5_20260717_220329] agent.conversation_loop: API call #2: model=default provider=custom in=31915 out=161 total=32076 latency=6.2s cache=28284/31915 (89%)
2026-07-17 22:04:09,840 INFO agent.tool_executor: tool search_files completed (0.13s, 1753 chars)
2026-07-17 22:04:09,860 INFO agent.tool_executor: tool read_file completed (0.15s, 6783 chars)
2026-07-17 22:04:09,932 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10295 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 22:04:14,709 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10295 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 22:04:14,709 INFO [cron_9be1c0e5bda5_20260717_220329] agent.conversation_loop: API call #3: model=default provider=custom in=35349 out=192 total=35541 latency=4.8s
2026-07-17 22:04:14,879 INFO [cron_9be1c0e5bda5_20260717_220329] agent.tool_executor: tool read_file completed (0.15s, 1690 chars)
2026-07-17 22:04:14,933 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10300 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 22:04:27,163 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10300 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 22:04:27,165 INFO [cron_9be1c0e5bda5_20260717_220329] agent.conversation_loop: API call #4: model=default provider=custom in=36128 out=421 total=36549 latency=12.3s
2026-07-17 22:04:27,286 INFO [cron_9be1c0e5bda5_20260717_220329] agent.tool_executor: tool read_file completed (0.10s, 1100 chars)
2026-07-17 22:04:27,323 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10305 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 22:04:35,978 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10305 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 22:04:35,980 INFO [cron_9be1c0e5bda5_20260717_220329] agent.conversation_loop: API call #5: model=default provider=custom in=36634 out=214 total=36848 latency=8.7s cache=32349/36634 (88%)
2026-07-17 22:04:36,123 WARNING [cron_9be1c0e5bda5_20260717_220329] agent.tool_executor: Tool terminal returned error (0.12s): {"output": "python3: can't open file '/opt/ai-os/products/ceo/content/research/scripts/notebooklm_sync.py': [Errno 2] No such file or directory", "exit_code": 2, "error": null}
2026-07-17 22:04:36,155 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10307 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 22:04:43,162 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10307 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 22:04:43,163 INFO [cron_9be1c0e5bda5_20260717_220329] agent.conversation_loop: API call #6: model=default provider=custom in=36910 out=216 total=37126 latency=7.0s cache=32343/36910 (88%)
2026-07-17 22:04:43,262 INFO [cron_9be1c0e5bda5_20260717_220329] agent.tool_executor: tool search_files completed (0.08s, 18 chars)
2026-07-17 22:04:43,298 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10311 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 22:04:53,662 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10311 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 22:04:53,663 INFO [cron_9be1c0e5bda5_20260717_220329] agent.conversation_loop: API call #7: model=default provider=custom in=37142 out=218 total=37360 latency=10.4s cache=32337/37142 (87%)
2026-07-17 22:05:24,152 WARNING [cron_9be1c0e5bda5_20260717_220329] agent.tool_executor: Tool terminal returned error (30.47s): {"output": "/opt/ai-os/products/ceo/scripts/notebooklm_sync.py\n/root/.hermes/skills/research/notebooklm-research/scripts/notebooklm_sync.py", "exit_code": 1, "error": null, "exit_code_meaning": "Some
2026-07-17 22:05:24,203 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10313 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 22:05:33,389 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10313 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 22:05:33,391 INFO [cron_9be1c0e5bda5_20260717_220329] agent.conversation_loop: API call #8: model=default provider=custom in=37443 out=792 total=38235 latency=9.2s cache=32137/37443 (86%)
2026-07-17 22:05:42,008 INFO [cron_9be1c0e5bda5_20260717_220329] agent.tool_executor: tool terminal completed (8.60s, 312 chars)
2026-07-17 22:05:42,046 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10315 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 22:05:50,096 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10315 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 22:05:50,097 INFO [cron_9be1c0e5bda5_20260717_220329] agent.conversation_loop: API call #9: model=default provider=custom in=37767 out=204 total=37971 latency=8.1s
2026-07-17 22:05:50,150 WARNING [cron_9be1c0e5bda5_20260717_220329] agent.tool_executor: Tool terminal returned error (0.02s): {"output": "/usr/bin/bash: line 3: nlm: command not found", "exit_code": 127, "error": null}
2026-07-17 22:05:50,190 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10317 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 22:05:57,854 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10317 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 22:05:57,855 INFO [cron_9be1c0e5bda5_20260717_220329] agent.conversation_loop: API call #10: model=default provider=custom in=38009 out=209 total=38218 latency=7.7s cache=32321/38009 (85%)
2026-07-17 22:05:57,963 WARNING [cron_9be1c0e5bda5_20260717_220329] agent.tool_executor: Tool terminal returned error (0.08s): {"output": "/usr/local/lib/hermes-agent/venv/bin/python3: No module named nlm", "exit_code": 1, "error": null}
2026-07-17 22:05:57,994 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10319 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 22:06:01,390 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10319 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 22:06:01,391 INFO [cron_9be1c0e5bda5_20260717_220329] agent.conversation_loop: API call #11: model=default provider=custom in=38261 out=205 total=38466 latency=3.4s cache=32315/38261 (84%)
2026-07-17 22:06:01,466 WARNING [cron_9be1c0e5bda5_20260717_220329] agent.tool_executor: Tool terminal returned error (0.04s): {"output": "", "exit_code": 1, "error": null}

[Tool loop warning: same_tool_failure_warning; count=3; terminal has failed 3 times this turn. This looks like a loop. Do not switch to text-only replies
2026-07-17 22:06:01,512 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10321 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 22:06:11,268 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10321 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 22:06:11,269 INFO [cron_9be1c0e5bda5_20260717_220329] agent.conversation_loop: API call #12: model=default provider=custom in=38613 out=213 total=38826 latency=9.8s
2026-07-17 22:06:11,340 WARNING [cron_9be1c0e5bda5_20260717_220329] agent.tool_executor: Tool terminal returned error (0.04s): {"output": "ls: cannot access '/usr/local/bin/nlm': No such file or directory", "exit_code": 2, "error": null}

[Tool loop warning: same_tool_failure_warning; count=4; terminal has failed 4 times this
2026-07-17 22:06:11,372 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10323 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 22:06:18,493 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10323 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 22:06:18,493 INFO [cron_9be1c0e5bda5_20260717_220329] agent.conversation_loop: API call #13: model=default provider=custom in=38992 out=214 total=39206 latency=7.1s cache=32306/38992 (83%)
2026-07-17 22:06:18,555 WARNING [cron_9be1c0e5bda5_20260717_220329] agent.tool_executor: Tool terminal returned error (0.04s): {"output": "ls: cannot access '/root/.hermes/bin/nlm': No such file or directory", "exit_code": 2, "error": null}

[Tool loop warning: same_tool_failure_warning; count=5; terminal has failed 5 times t
2026-07-17 22:06:18,588 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10325 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 22:06:27,024 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10325 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 22:06:27,026 INFO [cron_9be1c0e5bda5_20260717_220329] agent.conversation_loop: API call #14: model=default provider=custom in=39373 out=208 total=39581 latency=8.5s cache=32302/39373 (82%)
2026-07-17 22:06:29,240 WARNING [cron_9be1c0e5bda5_20260717_220329] agent.tool_executor: Tool terminal returned error (2.19s): {"output": "[notice] A new release of pip is available: 24.0 -> 26.1.2\n[notice] To update, run: pip install --upgrade pip", "exit_code": 1, "error": null, "exit_code_meaning": "No matches found (not 
2026-07-17 22:06:29,275 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10327 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 22:06:38,542 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10327 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 22:06:38,544 INFO [cron_9be1c0e5bda5_20260717_220329] agent.conversation_loop: API call #15: model=default provider=custom in=39784 out=206 total=39990 latency=9.3s cache=32299/39784 (81%)
2026-07-17 22:06:38,609 INFO [cron_9be1c0e5bda5_20260717_220329] agent.tool_executor: tool terminal completed (0.04s, 297 chars)
2026-07-17 22:06:38,643 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10329 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 22:06:43,698 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10329 (_call):135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 22:06:43,700 INFO [cron_9be1c0e5bda5_20260717_220329] agent.conversation_loop: API call #16: model=default provider=custom in=37083 out=596 total=37679 latency=5.1s
2026-07-17 22:06:43,728 INFO [cron_9be1c0e5bda5_20260717_220329] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=17/60 budget=17/60 tool_turns=15 last_msg_role=assistant response_len=732 session=cron_9be1c0e5bda5_20260717_220329
2026-07-17 22:06:43,735 INFO cron.scheduler: Job 'Research-TL-Tourism-Policy' completed successfully
2026-07-17 22:06:43,787 INFO cron.scheduler: Job '9be1c0e5bda5': agent returned [SILENT] — skipping delivery
2026-07-17 22:06:43,788 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=cron-seq_0:135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 22:06:43,817 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=bg-review:135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 22:06:43,929 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 22:06:43,955 INFO [cron_9be1c0e5bda5_20260717_220329] agent.turn_context: conversation turn: session=cron_9be1c0e5bda5_20260717_220329 model=default provider=custom platform=cron history=34 msg='Review the conversation above and update the skill library. Be ACTIVE — most ses...'
2026-07-17 22:06:43,988 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10330 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 22:06:48,945 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10330 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 22:06:48,947 INFO [cron_9be1c0e5bda5_20260717_220329] agent.conversation_loop: API call #1: model=default provider=custom in=38604 out=703 total=39307 latency=5.0s
2026-07-17 22:06:49,050 INFO [cron_9be1c0e5bda5_20260717_220329] agent.tool_executor: tool skill_view completed (0.10s, 12543 chars)
2026-07-17 22:06:49,076 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10331 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 22:07:23,559 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10331 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 22:07:23,560 INFO [cron_9be1c0e5bda5_20260717_220329] agent.conversation_loop: API call #2: model=default provider=custom in=41643 out=512 total=42155 latency=34.5s
2026-07-17 22:07:23,673 INFO [cron_9be1c0e5bda5_20260717_220329] agent.tool_executor: tool skill_view completed (0.10s, 2593 chars)
2026-07-17 22:07:23,706 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10332 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 22:07:25,464 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10332 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 22:07:25,465 INFO [cron_9be1c0e5bda5_20260717_220329] agent.conversation_loop: API call #3: model=default provider=custom in=42369 out=185 total=42554 latency=1.8s
2026-07-17 22:07:25,517 INFO [cron_9be1c0e5bda5_20260717_220329] agent.tool_executor: tool skill_manage completed (0.05s, 417 chars)
2026-07-17 22:07:25,547 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10333 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 22:07:27,319 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10333 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 22:07:27,320 INFO [cron_9be1c0e5bda5_20260717_220329] agent.conversation_loop: API call #4: model=default provider=custom in=42675 out=33 total=42708 latency=1.8s
2026-07-17 22:07:27,408 INFO [cron_9be1c0e5bda5_20260717_220329] agent.tool_executor: tool skill_view completed (0.08s, 2593 chars)
2026-07-17 22:07:27,438 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10334 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 22:09:33,800 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10334 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 22:09:33,801 INFO [cron_9be1c0e5bda5_20260717_220329] agent.conversation_loop: API call #5: model=default provider=custom in=43401 out=216 total=43617 latency=126.4s
2026-07-17 22:09:33,877 INFO [cron_9be1c0e5bda5_20260717_220329] agent.tool_executor: tool skill_manage completed (0.04s, 442 chars)
2026-07-17 22:09:33,902 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10335 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 22:09:52,361 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10335 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 22:09:52,363 INFO [cron_9be1c0e5bda5_20260717_220329] agent.conversation_loop: API call #6: model=default provider=custom in=43735 out=152 total=43887 latency=18.5s cache=36396/43735 (83%)
2026-07-17 22:09:52,368 INFO [cron_9be1c0e5bda5_20260717_220329] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=6/16 budget=6/16 tool_turns=20 last_msg_role=assistant response_len=749 session=cron_9be1c0e5bda5_20260717_220329
2026-07-17 22:09:52,373 INFO [cron_9be1c0e5bda5_20260717_220329] run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=bg-review:135522293036736 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 23:33:31,212 INFO cron.scheduler: Running job 'Research-VN-Tourism-Policy' (ID: 2931206b63d8)
2026-07-17 23:33:31,213 INFO cron.scheduler: Prompt: [IMPORTANT: The user has invoked the "notebooklm-research" skill, indicating they want you to follow
2026-07-17 23:33:31,214 INFO cron.scheduler: Job '2931206b63d8': using workdir /opt/ai-os/products/ceo/content/research
2026-07-17 23:33:31,304 INFO cron.scheduler: Job '2931206b63d8': 61 MCP tool(s) available
2026-07-17 23:33:31,367 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=cron-seq_0:135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 23:33:31,560 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-17 23:33:31,591 INFO [cron_2931206b63d8_20260717_233331] agent.turn_context: conversation turn: session=cron_2931206b63d8_20260717_233331 model=default provider=custom platform=cron history=0 msg='[IMPORTANT: The user has invoked the "notebooklm-research" skill, indicating the...'
2026-07-17 23:33:31,919 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10336 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 23:34:05,393 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10336 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 23:34:05,397 INFO [cron_2931206b63d8_20260717_233331] agent.conversation_loop: API call #1: model=default provider=custom in=31499 out=216 total=31715 latency=33.5s
2026-07-17 23:34:05,613 INFO [cron_2931206b63d8_20260717_233331] agent.tool_executor: tool search_files completed (0.19s, 3062 chars)
2026-07-17 23:34:05,835 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10339 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 23:34:39,606 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10339 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 23:34:39,607 INFO [cron_2931206b63d8_20260717_233331] agent.conversation_loop: API call #2: model=default provider=custom in=32737 out=18 total=32755 latency=33.8s
2026-07-17 23:34:41,218 INFO [cron_2931206b63d8_20260717_233331] agent.tool_executor: tool terminal completed (1.59s, 852 chars)
2026-07-17 23:34:41,255 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10341 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 23:35:15,634 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10341 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 23:35:15,635 INFO [cron_2931206b63d8_20260717_233331] agent.conversation_loop: API call #3: model=default provider=custom in=33073 out=211 total=33284 latency=34.4s
2026-07-17 23:35:16,497 WARNING [cron_2931206b63d8_20260717_233331] agent.tool_executor: Tool terminal returned error (0.83s): {"output": "usage: hermes [-h] [--version] [-z PROMPT] [--usage-file PATH] [-m MODEL]\n              [--provider PROVIDER] [-t TOOLSETS] [--resume SESSION]\n              [--continue [SESSION_NAME]] [
2026-07-17 23:35:16,541 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10343 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 23:35:48,804 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10343 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 23:35:48,805 INFO [cron_2931206b63d8_20260717_233331] agent.conversation_loop: API call #4: model=default provider=custom in=33385 out=18 total=33403 latency=32.3s cache=28302/33385 (85%)
2026-07-17 23:35:49,613 WARNING [cron_2931206b63d8_20260717_233331] agent.tool_executor: Tool terminal returned error (0.79s): {"output": "usage: hermes kanban [-h] [--board <slug>]\n                     {init,boards,create,swarm,list,ls,show,assign,reclaim,reassign,diagnostics,diag,link,unlink,claim,comment,complete,edit,blo
2026-07-17 23:35:49,650 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10345 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 23:36:21,620 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10345 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 23:36:21,624 INFO [cron_2931206b63d8_20260717_233331] agent.conversation_loop: API call #5: model=default provider=custom in=33688 out=23 total=33711 latency=32.0s
2026-07-17 23:36:22,445 WARNING [cron_2931206b63d8_20260717_233331] agent.tool_executor: Tool terminal returned error (0.79s): {"output": "usage: hermes [-h] [--version] [-z PROMPT] [--usage-file PATH] [-m MODEL]\n              [--provider PROVIDER] [-t TOOLSETS] [--resume SESSION]\n              [--continue [SESSION_NAME]] [
2026-07-17 23:36:22,488 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10347 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 23:36:52,604 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10347 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-17 23:36:52,606 INFO [cron_2931206b63d8_20260717_233331] agent.conversation_loop: API call #6: model=default provider=custom in=34258 out=1461 total=35719 latency=30.1s
2026-07-17 23:36:52,627 INFO [cron_2931206b63d8_20260717_233331] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=6/60 budget=6/60 tool_turns=5 last_msg_role=assistant response_len=8 session=cron_2931206b63d8_20260717_233331
2026-07-17 23:36:52,635 INFO cron.scheduler: Job 'Research-VN-Tourism-Policy' completed successfully
2026-07-17 23:36:52,684 INFO cron.scheduler: Job '2931206b63d8': agent returned [SILENT] — skipping delivery
2026-07-17 23:36:52,685 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=cron-seq_0:135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 00:07:31,465 INFO cron.scheduler: Running job 'Research-TL-Tourism-Policy' (ID: 9be1c0e5bda5)
2026-07-18 00:07:31,467 INFO cron.scheduler: Prompt: [IMPORTANT: The user has invoked the "notebooklm-research" skill, indicating they want you to follow
2026-07-18 00:07:31,469 INFO cron.scheduler: Job '9be1c0e5bda5': using workdir /opt/ai-os/products/ceo/content/research
2026-07-18 00:07:31,565 INFO cron.scheduler: Job '9be1c0e5bda5': 61 MCP tool(s) available
2026-07-18 00:07:31,631 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=cron-seq_0:135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 00:07:31,812 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-18 00:07:31,839 INFO [cron_9be1c0e5bda5_20260718_000731] agent.turn_context: conversation turn: session=cron_9be1c0e5bda5_20260718_000731 model=default provider=custom platform=cron history=0 msg='[IMPORTANT: The user has invoked the "notebooklm-research" skill, indicating the...'
2026-07-18 00:07:31,924 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10348 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 00:08:03,263 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10348 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 00:08:03,264 INFO [cron_9be1c0e5bda5_20260718_000731] agent.conversation_loop: API call #1: model=default provider=custom in=31650 out=2459 total=34109 latency=31.4s
2026-07-18 00:08:03,357 WARNING [cron_9be1c0e5bda5_20260718_000731] agent.tool_executor: Tool read_file returned error (0.06s): {"content": "", "total_lines": 0, "file_size": 0, "truncated": false, "is_binary": false, "is_image": false, "error": "File not found: /opt/ai-os/products/ceo/content/research/tourism_benchmarking/mas
2026-07-18 00:08:03,387 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10351 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 00:08:06,566 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10351 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 00:08:06,567 INFO [cron_9be1c0e5bda5_20260718_000731] agent.conversation_loop: API call #2: model=default provider=custom in=32932 out=117 total=33049 latency=3.2s
2026-07-18 00:08:06,654 INFO [cron_9be1c0e5bda5_20260718_000731] agent.tool_executor: tool search_files completed (0.07s, 126 chars)
2026-07-18 00:08:06,687 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10354 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 00:08:16,416 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10354 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 00:08:16,417 INFO [cron_9be1c0e5bda5_20260718_000731] agent.conversation_loop: API call #3: model=default provider=custom in=33200 out=137 total=33337 latency=9.7s cache=24255/33200 (73%)
2026-07-18 00:08:16,545 INFO agent.tool_executor: tool read_file completed (0.10s, 1100 chars)
2026-07-18 00:08:16,550 INFO agent.tool_executor: tool read_file completed (0.11s, 12382 chars)
2026-07-18 00:08:16,590 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10363 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 00:08:23,706 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10363 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 00:08:23,707 INFO [cron_9be1c0e5bda5_20260718_000731] agent.conversation_loop: API call #4: model=default provider=custom in=37547 out=245 total=37792 latency=7.1s
2026-07-18 00:08:23,722 INFO [cron_9be1c0e5bda5_20260718_000731] agent.tool_executor: tool todo completed (0.00s, 225 chars)
2026-07-18 00:08:23,751 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10364 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 00:08:33,049 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10364 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 00:08:33,051 INFO [cron_9be1c0e5bda5_20260718_000731] agent.conversation_loop: API call #5: model=default provider=custom in=37873 out=261 total=38134 latency=9.3s
2026-07-18 00:08:33,261 INFO agent.tool_executor: tool write_file completed (0.19s, 249 chars)
2026-07-18 00:08:33,274 INFO agent.tool_executor: tool write_file completed (0.20s, 249 chars)
2026-07-18 00:08:33,283 INFO agent.tool_executor: tool write_file completed (0.21s, 249 chars)
2026-07-18 00:08:33,331 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10383 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 00:08:42,345 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10383 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 00:08:42,348 INFO [cron_9be1c0e5bda5_20260718_000731] agent.conversation_loop: API call #6: model=default provider=custom in=38784 out=243 total=39027 latency=9.0s
2026-07-18 00:08:42,366 INFO [cron_9be1c0e5bda5_20260718_000731] agent.tool_executor: tool todo completed (0.00s, 223 chars)
2026-07-18 00:08:42,407 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10384 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 00:08:56,470 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10384 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 00:08:56,472 INFO [cron_9be1c0e5bda5_20260718_000731] agent.conversation_loop: API call #7: model=default provider=custom in=39106 out=404 total=39510 latency=14.1s cache=32352/39106 (83%)
2026-07-18 00:08:56,492 INFO [cron_9be1c0e5bda5_20260718_000731] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=7/60 budget=7/60 tool_turns=6 last_msg_role=assistant response_len=89 session=cron_9be1c0e5bda5_20260718_000731
2026-07-18 00:08:56,501 INFO cron.scheduler: Job 'Research-TL-Tourism-Policy' completed successfully
2026-07-18 00:08:56,597 WARNING cron.scheduler: Job '9be1c0e5bda5': origin has thread_id=12 but delivery target lost it (deliver=platform:telegram:-1003707758328:12, target={'platform': 'platform', 'chat_id': 'telegram:-1003707758328:12', 'thread_id': None})
2026-07-18 00:08:56,597 WARNING cron.scheduler: Job '9be1c0e5bda5': unknown platform 'platform'
2026-07-18 00:08:56,599 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=cron-seq_0:135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 01:37:33,588 INFO cron.scheduler: Running job 'Research-VN-Tourism-Policy' (ID: 2931206b63d8)
2026-07-18 01:37:33,589 INFO cron.scheduler: Prompt: [IMPORTANT: The user has invoked the "notebooklm-research" skill, indicating they want you to follow
2026-07-18 01:37:33,591 INFO cron.scheduler: Job '2931206b63d8': using workdir /opt/ai-os/products/ceo/content/research
2026-07-18 01:37:33,708 INFO cron.scheduler: Job '2931206b63d8': 61 MCP tool(s) available
2026-07-18 01:37:33,782 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=cron-seq_0:135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 01:37:34,279 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-18 01:37:34,309 INFO [cron_2931206b63d8_20260718_013733] agent.turn_context: conversation turn: session=cron_2931206b63d8_20260718_013733 model=default provider=custom platform=cron history=0 msg='[IMPORTANT: The user has invoked the "notebooklm-research" skill, indicating the...'
2026-07-18 01:37:34,465 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10385 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 01:37:52,743 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10385 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 01:37:52,745 INFO [cron_2931206b63d8_20260718_013733] agent.conversation_loop: API call #1: model=default provider=custom in=31658 out=1480 total=33138 latency=18.3s
2026-07-18 01:37:52,779 INFO [cron_2931206b63d8_20260718_013733] agent.conversation_loop: Turn ended: reason=text_response(finish_reason=stop) model=default api_calls=1/60 budget=1/60 tool_turns=0 last_msg_role=assistant response_len=8 session=cron_2931206b63d8_20260718_013733
2026-07-18 01:37:52,787 INFO cron.scheduler: Job 'Research-VN-Tourism-Policy' completed successfully
2026-07-18 01:37:52,835 INFO cron.scheduler: Job '2931206b63d8': agent returned [SILENT] — skipping delivery
2026-07-18 01:37:52,836 INFO run_agent: OpenAI client closed (agent_close, shared=True, tcp_force_closed=0) thread=cron-seq_0:135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:09:33,745 INFO cron.scheduler: Running job 'Research-TL-Tourism-Policy' (ID: 9be1c0e5bda5)
2026-07-18 02:09:33,746 INFO cron.scheduler: Prompt: [IMPORTANT: The user has invoked the "notebooklm-research" skill, indicating they want you to follow
2026-07-18 02:09:33,747 INFO cron.scheduler: Job '9be1c0e5bda5': using workdir /opt/ai-os/products/ceo/content/research
2026-07-18 02:09:33,852 INFO cron.scheduler: Job '9be1c0e5bda5': 61 MCP tool(s) available
2026-07-18 02:09:33,916 INFO run_agent: OpenAI client created (agent_init, shared=True) thread=cron-seq_0:135522819221184 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:09:34,105 INFO agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1 — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-18 02:09:34,134 INFO [cron_9be1c0e5bda5_20260718_020933] agent.turn_context: conversation turn: session=cron_9be1c0e5bda5_20260718_020933 model=default provider=custom platform=cron history=0 msg='[IMPORTANT: The user has invoked the "notebooklm-research" skill, indicating the...'
2026-07-18 02:09:34,290 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10386 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:11:30,164 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10386 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:11:30,167 INFO [cron_9be1c0e5bda5_20260718_020933] agent.conversation_loop: API call #1: model=default provider=custom in=33073 out=477 total=33550 latency=115.9s cache=2048/33073 (6%)
2026-07-18 02:11:30,199 INFO [cron_9be1c0e5bda5_20260718_020933] agent.tool_executor: tool todo completed (0.00s, 494 chars)
2026-07-18 02:11:32,937 INFO [cron_9be1c0e5bda5_20260718_020933] agent.tool_executor: tool execute_code completed (1.72s, 980 chars)
2026-07-18 02:11:34,153 INFO [cron_9be1c0e5bda5_20260718_020933] agent.tool_executor: tool execute_code completed (0.20s, 3977 chars)
2026-07-18 02:11:34,246 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10395 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:13:03,747 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10395 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:13:03,748 INFO [cron_9be1c0e5bda5_20260718_020933] agent.conversation_loop: API call #2: model=default provider=custom in=35345 out=322 total=35667 latency=89.5s cache=30976/35345 (88%)
2026-07-18 02:13:07,238 INFO [cron_9be1c0e5bda5_20260718_020933] agent.tool_executor: tool execute_code completed (3.46s, 2610 chars)
2026-07-18 02:13:08,409 INFO [cron_9be1c0e5bda5_20260718_020933] agent.tool_executor: tool read_file completed (0.16s, 6783 chars)
2026-07-18 02:13:09,527 INFO [cron_9be1c0e5bda5_20260718_020933] agent.tool_executor: tool read_file completed (0.09s, 1771 chars)
2026-07-18 02:13:09,564 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10411 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:14:18,948 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10411 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:14:18,949 INFO [cron_9be1c0e5bda5_20260718_020933] agent.conversation_loop: API call #3: model=default provider=custom in=39740 out=257 total=39997 latency=69.4s cache=33280/39740 (84%)
2026-07-18 02:14:19,899 INFO [cron_9be1c0e5bda5_20260718_020933] agent.tool_executor: tool execute_code completed (0.90s, 900 chars)
2026-07-18 02:14:19,932 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10416 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:15:17,690 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10416 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:15:17,702 INFO [cron_9be1c0e5bda5_20260718_020933] agent.conversation_loop: API call #4: model=default provider=custom in=40155 out=684 total=40839 latency=57.8s cache=37632/40155 (94%)
2026-07-18 02:15:17,825 INFO [cron_9be1c0e5bda5_20260718_020933] agent.tool_executor: tool todo completed (0.00s, 507 chars)
2026-07-18 02:15:17,879 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10417 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:16:09,464 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10417 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:16:09,465 INFO [cron_9be1c0e5bda5_20260718_020933] agent.conversation_loop: API call #5: model=default provider=custom in=40466 out=373 total=40839 latency=51.6s cache=38144/40466 (94%)
2026-07-18 02:16:09,641 INFO agent.tool_executor: tool read_file completed (0.14s, 10978 chars)
2026-07-18 02:16:09,643 INFO agent.tool_executor: tool read_file completed (0.14s, 1690 chars)
2026-07-18 02:16:09,649 INFO agent.tool_executor: tool read_file completed (0.15s, 12382 chars)
2026-07-18 02:16:09,713 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10430 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:17:02,699 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10430 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:17:02,701 INFO [cron_9be1c0e5bda5_20260718_020933] agent.conversation_loop: API call #6: model=default provider=custom in=49050 out=1053 total=50103 latency=53.0s cache=38400/49050 (78%)
2026-07-18 02:17:03,896 INFO agent.tool_executor: tool read_file completed (0.83s, 2536 chars)
2026-07-18 02:17:04,058 INFO agent.tool_executor: tool read_file completed (1.00s, 26107 chars)
2026-07-18 02:17:04,192 INFO agent.tool_executor: tool read_file completed (1.13s, 1100 chars)
2026-07-18 02:17:06,548 INFO agent.tool_executor: tool skill_view completed (3.47s, 63859 chars)
2026-07-18 02:17:07,316 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10443 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:17:46,321 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10443 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:17:46,322 INFO [cron_9be1c0e5bda5_20260718_020933] agent.conversation_loop: API call #7: model=default provider=custom in=76206 out=1171 total=77377 latency=39.2s cache=46976/76206 (62%)
2026-07-18 02:17:46,343 INFO [cron_9be1c0e5bda5_20260718_020933] agent.tool_executor: tool todo completed (0.00s, 507 chars)
2026-07-18 02:17:47,682 INFO [cron_9be1c0e5bda5_20260718_020933] agent.tool_executor: tool execute_code completed (0.33s, 152 chars)
2026-07-18 02:17:48,821 INFO [cron_9be1c0e5bda5_20260718_020933] agent.tool_executor: tool execute_code completed (0.13s, 1872 chars)
2026-07-18 02:17:48,863 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10453 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:18:16,305 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10453 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:18:16,306 INFO [cron_9be1c0e5bda5_20260718_020933] agent.conversation_loop: API call #8: model=default provider=custom in=77742 out=731 total=78473 latency=27.5s cache=74112/77742 (95%)
2026-07-18 02:18:46,574 INFO [cron_9be1c0e5bda5_20260718_020933] agent.tool_executor: tool execute_code completed (30.24s, 199 chars)
2026-07-18 02:18:54,379 INFO [cron_9be1c0e5bda5_20260718_020933] agent.tool_executor: tool execute_code completed (6.78s, 597 chars)
2026-07-18 02:18:54,809 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10463 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:19:16,701 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10463 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:19:16,703 INFO [cron_9be1c0e5bda5_20260718_020933] agent.conversation_loop: API call #9: model=default provider=custom in=78339 out=604 total=78943 latency=21.9s cache=75648/78339 (97%)
2026-07-18 02:19:25,061 INFO [cron_9be1c0e5bda5_20260718_020933] agent.tool_executor: tool execute_code completed (8.32s, 820 chars)
2026-07-18 02:19:27,190 INFO [cron_9be1c0e5bda5_20260718_020933] agent.tool_executor: tool execute_code completed (1.11s, 5505 chars)
2026-07-18 02:19:27,227 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10473 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:19:47,967 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10473 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:19:47,968 INFO [cron_9be1c0e5bda5_20260718_020933] agent.conversation_loop: API call #10: model=default provider=custom in=81084 out=1048 total=82132 latency=20.8s cache=76288/81084 (94%)
2026-07-18 02:19:48,885 INFO [cron_9be1c0e5bda5_20260718_020933] agent.tool_executor: tool execute_code completed (0.90s, 110 chars)
2026-07-18 02:19:50,302 INFO [cron_9be1c0e5bda5_20260718_020933] agent.tool_executor: tool execute_code completed (0.41s, 6231 chars)
2026-07-18 02:19:50,345 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10483 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:19:52,429 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10483 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:19:52,429 INFO [cron_9be1c0e5bda5_20260718_020933] agent.conversation_loop: API call #11: model=default provider=custom in=82061 out=457 total=82518 latency=2.1s
2026-07-18 02:19:54,842 INFO [cron_9be1c0e5bda5_20260718_020933] agent.tool_executor: tool execute_code completed (2.39s, 1173 chars)
2026-07-18 02:19:55,850 INFO [cron_9be1c0e5bda5_20260718_020933] agent.tool_executor: tool todo completed (0.00s, 507 chars)
2026-07-18 02:19:55,891 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10489 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:20:00,754 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10489 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:20:00,755 INFO [cron_9be1c0e5bda5_20260718_020933] agent.conversation_loop: API call #12: model=default provider=custom in=86097 out=719 total=86816 latency=4.9s
2026-07-18 02:20:03,875 WARNING hermes_cli.plugins: Plugin operate/handoff-task: unknown kind 'command' (valid: backend, exclusive, model-provider, platform, standalone); treating as 'standalone'
2026-07-18 02:20:04,569 INFO hermes_cli.plugins: Plugin 'browser-browser-use' registered browser provider: browser-use
2026-07-18 02:20:04,578 INFO hermes_cli.plugins: Plugin 'browser-browserbase' registered browser provider: browserbase
2026-07-18 02:20:04,581 INFO hermes_cli.plugins: Plugin 'browser-firecrawl' registered browser provider: firecrawl
2026-07-18 02:20:04,978 INFO hermes_cli.plugins: Plugin 'fal' registered image_gen provider: fal
2026-07-18 02:20:04,983 INFO hermes_cli.plugins: Plugin 'krea' registered image_gen provider: krea
2026-07-18 02:20:04,989 INFO hermes_cli.plugins: Plugin 'openai' registered image_gen provider: openai
2026-07-18 02:20:05,001 INFO hermes_cli.plugins: Plugin 'openai-codex' registered image_gen provider: openai-codex
2026-07-18 02:20:05,008 INFO hermes_cli.plugins: Plugin 'openrouter' registered image_gen provider: openrouter
2026-07-18 02:20:05,008 INFO hermes_cli.plugins: Plugin 'openrouter' registered image_gen provider: nous
2026-07-18 02:20:05,013 INFO hermes_cli.plugins: Plugin 'xai' registered image_gen provider: xai
2026-07-18 02:20:05,063 INFO hermes_cli.plugins: Plugin 'fal' registered video_gen provider: fal
2026-07-18 02:20:05,067 INFO hermes_cli.plugins: Plugin 'xai' registered video_gen provider: xai
2026-07-18 02:20:05,076 INFO hermes_cli.plugins: Plugin 'web-brave-free' registered web provider: brave-free
2026-07-18 02:20:05,079 INFO hermes_cli.plugins: Plugin 'web-ddgs' registered web provider: ddgs
2026-07-18 02:20:05,082 INFO hermes_cli.plugins: Plugin 'web-exa' registered web provider: exa
2026-07-18 02:20:05,095 INFO hermes_cli.plugins: Plugin 'web-firecrawl' registered web provider: firecrawl
2026-07-18 02:20:05,099 INFO hermes_cli.plugins: Plugin 'web-parallel' registered web provider: parallel
2026-07-18 02:20:05,108 INFO hermes_cli.plugins: Plugin 'web-searxng' registered web provider: searxng
2026-07-18 02:20:05,111 INFO hermes_cli.plugins: Plugin 'web-tavily' registered web provider: tavily
2026-07-18 02:20:05,115 INFO hermes_cli.plugins: Plugin 'web-xai' registered web provider: xai
2026-07-18 02:20:05,166 INFO hermes_cli.plugins: Plugin discovery complete: 52 found, 44 enabled
2026-07-18 02:20:06,743 INFO [cron_9be1c0e5bda5_20260718_020933] agent.tool_executor: tool execute_code completed (5.97s, 5900 chars)
2026-07-18 02:20:06,815 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10495 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:20:11,418 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10495 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:20:11,420 INFO [cron_9be1c0e5bda5_20260718_020933] agent.conversation_loop: API call #13: model=default provider=custom in=89256 out=727 total=89983 latency=4.6s
2026-07-18 02:20:20,223 INFO [cron_9be1c0e5bda5_20260718_020933] agent.tool_executor: tool execute_code completed (8.78s, 273 chars)
2026-07-18 02:20:20,291 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10500 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:20:24,752 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10500 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:20:24,753 INFO [cron_9be1c0e5bda5_20260718_020933] agent.conversation_loop: API call #14: model=default provider=custom in=86464 out=363 total=86827 latency=4.5s
2026-07-18 02:20:26,522 INFO [cron_9be1c0e5bda5_20260718_020933] agent.tool_executor: tool execute_code completed (1.71s, 335 chars)
2026-07-18 02:20:26,562 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10505 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:20:45,670 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10505 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:20:45,673 INFO [cron_9be1c0e5bda5_20260718_020933] agent.conversation_loop: API call #15: model=default provider=custom in=84628 out=207 total=84835 latency=19.1s
2026-07-18 02:20:46,398 INFO [cron_9be1c0e5bda5_20260718_020933] agent.tool_executor: tool execute_code completed (0.70s, 415 chars)
2026-07-18 02:20:46,433 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10510 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:21:52,022 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10510 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:21:52,023 INFO [cron_9be1c0e5bda5_20260718_020933] agent.conversation_loop: API call #16: model=default provider=custom in=84972 out=419 total=85391 latency=65.6s
2026-07-18 02:21:58,154 INFO [cron_9be1c0e5bda5_20260718_020933] agent.tool_executor: tool execute_code completed (6.12s, 415 chars)
2026-07-18 02:21:58,198 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10517 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:22:15,803 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10517 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:22:15,804 INFO [cron_9be1c0e5bda5_20260718_020933] agent.conversation_loop: API call #17: model=default provider=custom in=85528 out=144 total=85672 latency=17.6s
2026-07-18 02:22:15,974 INFO [cron_9be1c0e5bda5_20260718_020933] agent.tool_executor: tool execute_code completed (0.15s, 200 chars)
2026-07-18 02:22:16,027 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10523 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:22:37,356 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10523 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:22:37,357 INFO [cron_9be1c0e5bda5_20260718_020933] agent.conversation_loop: API call #18: model=default provider=custom in=85748 out=416 total=86164 latency=21.4s
2026-07-18 02:22:43,544 INFO [cron_9be1c0e5bda5_20260718_020933] agent.tool_executor: tool execute_code completed (6.17s, 533 chars)
2026-07-18 02:22:43,584 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10531 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:23:18,126 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10531 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:23:18,127 INFO [cron_9be1c0e5bda5_20260718_020933] agent.conversation_loop: API call #19: model=default provider=custom in=86340 out=212 total=86552 latency=34.6s cache=81322/86340 (94%)
2026-07-18 02:23:23,623 INFO [cron_9be1c0e5bda5_20260718_020933] agent.tool_executor: tool execute_code completed (5.48s, 3649 chars)
2026-07-18 02:23:23,694 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10536 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:23:32,981 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10536 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:23:32,984 INFO [cron_9be1c0e5bda5_20260718_020933] agent.conversation_loop: API call #20: model=default provider=custom in=90840 out=426 total=91266 latency=9.3s cache=78976/90840 (87%)
2026-07-18 02:23:33,016 WARNING [cron_9be1c0e5bda5_20260718_020933] agent.tool_executor: Tool terminal returned error (0.00s): {"output": "", "exit_code": -1, "error": "Foreground command uses shell-level background wrappers (nohup/disown/setsid). Use terminal(background=true) so Hermes can track the process, then run readine
2026-07-18 02:23:33,086 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10537 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:23:39,237 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10537 (_call):135522235057856 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:23:39,239 INFO [cron_9be1c0e5bda5_20260718_020933] agent.conversation_loop: API call #21: model=default provider=custom in=91092 out=184 total=91276 latency=6.2s cache=88832/91092 (98%)
2026-07-18 02:23:39,326 INFO [cron_9be1c0e5bda5_20260718_020933] agent.tool_executor: tool terminal completed (0.03s, 659 chars)
2026-07-18 02:23:39,380 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10538 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:23:43,956 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10538 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:23:43,958 INFO [cron_9be1c0e5bda5_20260718_020933] agent.conversation_loop: API call #22: model=default provider=custom in=91438 out=102 total=91540 latency=4.6s cache=89088/91438 (97%)
2026-07-18 02:23:44,106 INFO [cron_9be1c0e5bda5_20260718_020933] agent.tool_executor: tool terminal completed (0.12s, 155 chars)
2026-07-18 02:23:44,163 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10540 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:23:49,095 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10540 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:23:49,096 INFO [cron_9be1c0e5bda5_20260718_020933] agent.conversation_loop: API call #23: model=default provider=custom in=91578 out=144 total=91722 latency=5.0s cache=89344/91578 (98%)
2026-07-18 02:23:53,918 INFO [cron_9be1c0e5bda5_20260718_020933] agent.tool_executor: tool terminal completed (4.80s, 663 chars)
2026-07-18 02:23:53,967 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10542 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:23:59,473 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10542 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:23:59,474 INFO [cron_9be1c0e5bda5_20260718_020933] agent.conversation_loop: API call #24: model=default provider=custom in=91921 out=208 total=92129 latency=5.5s cache=89472/91921 (97%)
2026-07-18 02:24:00,919 INFO [cron_9be1c0e5bda5_20260718_020933] agent.tool_executor: tool terminal completed (1.39s, 123 chars)
2026-07-18 02:24:00,982 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10544 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:24:04,686 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10544 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:24:04,687 INFO [cron_9be1c0e5bda5_20260718_020933] agent.conversation_loop: API call #25: model=default provider=custom in=92106 out=105 total=92211 latency=3.7s cache=89856/92106 (98%)
2026-07-18 02:24:06,116 INFO [cron_9be1c0e5bda5_20260718_020933] agent.tool_executor: tool terminal completed (1.39s, 7844 chars)
2026-07-18 02:24:06,169 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10546 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:24:10,999 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10546 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:24:10,999 INFO [cron_9be1c0e5bda5_20260718_020933] agent.conversation_loop: API call #26: model=default provider=custom in=95876 out=193 total=96069 latency=4.9s cache=90112/95876 (94%)
2026-07-18 02:24:11,138 INFO [cron_9be1c0e5bda5_20260718_020933] agent.tool_executor: tool read_file completed (0.12s, 14113 chars)
2026-07-18 02:24:11,222 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10551 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:24:21,549 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10551 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:24:21,551 INFO [cron_9be1c0e5bda5_20260718_020933] agent.conversation_loop: API call #27: model=default provider=custom in=100621 out=866 total=101487 latency=10.4s cache=93824/100621 (93%)
2026-07-18 02:24:23,156 INFO [cron_9be1c0e5bda5_20260718_020933] agent.tool_executor: tool terminal completed (1.59s, 3409 chars)
2026-07-18 02:24:23,205 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10553 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:24:28,735 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10553 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:24:28,737 INFO [cron_9be1c0e5bda5_20260718_020933] agent.conversation_loop: API call #28: model=default provider=custom in=102267 out=461 total=102728 latency=5.6s cache=98560/102267 (96%)
2026-07-18 02:24:28,905 INFO [cron_9be1c0e5bda5_20260718_020933] agent.tool_executor: tool execute_code completed (0.15s, 667 chars)
2026-07-18 02:24:28,953 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10559 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:24:43,127 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10559 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:24:43,128 INFO [cron_9be1c0e5bda5_20260718_020933] agent.conversation_loop: API call #29: model=default provider=custom in=102737 out=1340 total=104077 latency=14.2s cache=100224/102737 (98%)
2026-07-18 02:25:10,683 INFO gateway.run: kanban dispatcher [research-hub]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-18 02:31:11,285 INFO gateway.run: kanban dispatcher: reaped 1 zombie worker(s), pids=[776757]
2026-07-18 02:31:11,406 INFO gateway.run: kanban dispatcher [research-hub]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-18 02:33:12,888 WARNING [cron_9be1c0e5bda5_20260718_020933] agent.tool_executor: Tool terminal returned error (509.74s): {"output": "=== THAILAND NOTEBOOKLM SYNC ===\n\n[Step 1/4] Checking Auth & Doctor...\n✅ Auth OK.\n\n[Step 2/4] Fetching NotebookLM Source List...\nNotebookLM has 14 sources.\nParsed 14 entries from Ma
2026-07-18 02:33:12,979 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10561 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:33:47,414 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10561 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:33:47,417 INFO [cron_9be1c0e5bda5_20260718_020933] agent.conversation_loop: API call #30: model=default provider=custom in=101741 out=208 total=101949 latency=34.5s cache=81360/101741 (80%)
2026-07-18 02:33:51,577 INFO [cron_9be1c0e5bda5_20260718_020933] hermes.lint.lsp: lsp[pyright] 1 diags (scripts/notebooklm_sync_tl.py)
2026-07-18 02:33:51,631 INFO [cron_9be1c0e5bda5_20260718_020933] agent.tool_executor: tool patch completed (4.16s, 538 chars)
2026-07-18 02:33:51,670 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10569 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:34:11,065 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10569 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:34:11,066 INFO [cron_9be1c0e5bda5_20260718_020933] agent.conversation_loop: API call #31: model=default provider=custom in=102150 out=113 total=102263 latency=19.4s
2026-07-18 02:34:11,679 INFO [cron_9be1c0e5bda5_20260718_020933] agent.tool_executor: tool terminal completed (0.59s, 102 chars)
2026-07-18 02:34:11,730 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10571 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:34:28,791 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10571 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:34:28,793 INFO [cron_9be1c0e5bda5_20260718_020933] agent.conversation_loop: API call #32: model=default provider=custom in=102305 out=50 total=102355 latency=17.1s cache=97624/102305 (95%)
2026-07-18 02:34:29,601 INFO [cron_9be1c0e5bda5_20260718_020933] agent.tool_executor: tool terminal completed (0.79s, 852 chars)
2026-07-18 02:34:29,653 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10573 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:34:49,370 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10573 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:34:49,373 INFO [cron_9be1c0e5bda5_20260718_020933] agent.conversation_loop: API call #33: model=default provider=custom in=104847 out=638 total=105485 latency=19.7s cache=100736/104847 (96%)
2026-07-18 02:34:50,191 INFO [cron_9be1c0e5bda5_20260718_020933] agent.tool_executor: tool terminal completed (0.79s, 4671 chars)
2026-07-18 02:34:52,004 INFO [cron_9be1c0e5bda5_20260718_020933] agent.tool_executor: tool terminal completed (0.79s, 1305 chars)
2026-07-18 02:34:53,799 INFO [cron_9be1c0e5bda5_20260718_020933] agent.tool_executor: tool terminal completed (0.78s, 1096 chars)
2026-07-18 02:34:53,855 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10577 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:35:05,070 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10577 (_call):135522251843264 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:35:05,071 INFO [cron_9be1c0e5bda5_20260718_020933] agent.conversation_loop: API call #34: model=default provider=custom in=108042 out=587 total=108629 latency=11.2s cache=102784/108042 (95%)
2026-07-18 02:35:06,056 INFO [cron_9be1c0e5bda5_20260718_020933] agent.tool_executor: tool execute_code completed (0.95s, 1059 chars)
2026-07-18 02:35:06,100 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10583 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:35:21,011 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10583 (_call):135522226665152 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:35:21,012 INFO [cron_9be1c0e5bda5_20260718_020933] agent.conversation_loop: API call #35: model=default provider=custom in=108712 out=471 total=109183 latency=14.9s cache=105984/108712 (97%)
2026-07-18 02:35:21,149 INFO agent.tool_executor: tool read_file completed (0.11s, 7668 chars)
2026-07-18 02:35:21,166 INFO agent.tool_executor: tool read_file completed (0.12s, 7458 chars)
2026-07-18 02:35:21,227 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10592 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:35:33,454 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10592 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:35:33,455 INFO [cron_9be1c0e5bda5_20260718_020933] agent.conversation_loop: API call #36: model=default provider=custom in=113985 out=737 total=114722 latency=12.2s cache=106624/113985 (94%)
2026-07-18 02:35:34,261 INFO [cron_9be1c0e5bda5_20260718_020933] agent.tool_executor: tool terminal completed (0.78s, 910 chars)
2026-07-18 02:35:34,308 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10594 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:35:40,724 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10594 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:35:40,725 INFO [cron_9be1c0e5bda5_20260718_020933] agent.conversation_loop: API call #37: model=default provider=custom in=114438 out=140 total=114578 latency=6.4s cache=111872/114438 (98%)
2026-07-18 02:35:40,842 INFO [cron_9be1c0e5bda5_20260718_020933] agent.tool_executor: tool read_file completed (0.10s, 12873 chars)
2026-07-18 02:35:40,913 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10599 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:35:46,456 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10599 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:35:46,457 INFO [cron_9be1c0e5bda5_20260718_020933] agent.conversation_loop: API call #38: model=default provider=custom in=117835 out=235 total=118070 latency=5.6s cache=112384/117835 (95%)
2026-07-18 02:35:47,282 INFO [cron_9be1c0e5bda5_20260718_020933] agent.tool_executor: tool terminal completed (0.79s, 1194 chars)
2026-07-18 02:35:48,405 INFO [cron_9be1c0e5bda5_20260718_020933] agent.tool_executor: tool read_file completed (0.11s, 12954 chars)
2026-07-18 02:35:48,529 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10605 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:35:50,814 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10605 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:35:50,815 INFO [cron_9be1c0e5bda5_20260718_020933] agent.conversation_loop: API call #39: model=default provider=custom in=130508 out=263 total=130771 latency=2.3s
2026-07-18 02:35:51,635 INFO [cron_9be1c0e5bda5_20260718_020933] agent.tool_executor: tool terminal completed (0.79s, 910 chars)
2026-07-18 02:35:51,744 INFO [cron_9be1c0e5bda5_20260718_020933] agent.auxiliary_client: Auxiliary auto-detect: using main provider custom (default)
2026-07-18 02:35:51,920 INFO [cron_9be1c0e5bda5_20260718_020933] agent.model_metadata: Could not detect context length for model 'default' at http://localhost:20128/v1/ — defaulting to 256,000 tokens (probe-down). Set model.context_length in config.yaml to override.
2026-07-18 02:35:51,923 INFO [cron_9be1c0e5bda5_20260718_020933] agent.conversation_compression: context compression started: session=cron_9be1c0e5bda5_20260718_020933 messages=98 tokens=~130,508 model=default focus=None
2026-07-18 02:35:51,981 INFO [cron_9be1c0e5bda5_20260718_020933] agent.auxiliary_client: Auxiliary compression: using auto (default) at http://localhost:20128/v1/
2026-07-18 02:37:12,236 INFO gateway.run: kanban dispatcher [research-hub]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-18 02:40:08,034 INFO [cron_9be1c0e5bda5_20260718_020933] agent.conversation_compression: context compression done: session=cron_9be1c0e5bda5_20260718_020933 messages=98->83 rough_tokens=~75,345 awaiting_real_usage=true
2026-07-18 02:40:08,092 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10607 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:40:24,858 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10607 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:40:24,859 INFO [cron_9be1c0e5bda5_20260718_020933] agent.conversation_loop: API call #40: model=default provider=custom in=66003 out=91 total=66094 latency=16.8s cache=30976/66003 (47%)
2026-07-18 02:40:25,721 INFO [cron_9be1c0e5bda5_20260718_020933] agent.tool_executor: tool terminal completed (0.79s, 19069 chars)
2026-07-18 02:40:25,777 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10609 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:40:30,023 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10609 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:40:30,025 INFO [cron_9be1c0e5bda5_20260718_020933] agent.conversation_loop: API call #41: model=default provider=custom in=73182 out=272 total=73454 latency=4.3s cache=64000/73182 (87%)
2026-07-18 02:40:30,839 INFO [cron_9be1c0e5bda5_20260718_020933] agent.tool_executor: tool terminal completed (0.80s, 1510 chars)
2026-07-18 02:40:32,631 INFO [cron_9be1c0e5bda5_20260718_020933] agent.tool_executor: tool terminal completed (0.78s, 852 chars)
2026-07-18 02:40:32,682 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10612 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:40:35,896 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10612 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:40:35,898 INFO [cron_9be1c0e5bda5_20260718_020933] agent.conversation_loop: API call #42: model=default provider=custom in=74214 out=102 total=74316 latency=3.2s cache=71168/74214 (96%)
2026-07-18 02:40:36,705 INFO [cron_9be1c0e5bda5_20260718_020933] agent.tool_executor: tool terminal completed (0.79s, 653 chars)
2026-07-18 02:40:36,772 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10614 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:40:39,588 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10614 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:40:39,590 INFO [cron_9be1c0e5bda5_20260718_020933] agent.conversation_loop: API call #43: model=default provider=custom in=74575 out=123 total=74698 latency=2.8s cache=72192/74575 (97%)
2026-07-18 02:41:12,739 INFO gateway.run: kanban dispatcher [research-hub]: spawned=1 reclaimed=0 crashed=0 timed_out=0 promoted=0 auto_blocked=0
2026-07-18 02:41:40,354 INFO [cron_9be1c0e5bda5_20260718_020933] agent.tool_executor: tool terminal completed (60.74s, 980 chars)
2026-07-18 02:41:40,393 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10616 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:42:12,826 INFO gateway.run: kanban dispatcher: reaped 2 zombie worker(s), pids=[778778, 777465]
2026-07-18 02:42:13,786 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10616 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:42:13,787 INFO [cron_9be1c0e5bda5_20260718_020933] agent.conversation_loop: API call #44: model=default provider=custom in=71790 out=45 total=71835 latency=33.4s
2026-07-18 02:42:14,390 INFO [cron_9be1c0e5bda5_20260718_020933] agent.tool_executor: tool terminal completed (0.59s, 852 chars)
2026-07-18 02:42:14,433 INFO run_agent: OpenAI client created (chat_completion_stream_request, shared=False) thread=Thread-10618 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default
2026-07-18 02:42:46,700 INFO run_agent: OpenAI client closed (stream_request_complete, shared=False, tcp_force_closed=0) thread=Thread-10618 (_call):135522243450560 provider=custom base_url=http://localhost:20128/v1 model=default