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      "conditions": {
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        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "dev-reverse-proxy-and-pdf",
      "category": "research",
      "frontmatter_name": "dev-reverse-proxy-and-pdf",
      "description": "Quy trình thiết lập Nginx Reverse Proxy kết hợp Tailscale...",
      "platforms": [],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "grounded-citations",
      "category": "research",
      "frontmatter_name": "grounded-citations",
      "description": "Ground answers and documents in cited, verifiable sources.",
      "platforms": [
        "linux",
        "macos",
        "windows"
      ],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "incremental-hotpatching-guide",
      "category": "research",
      "frontmatter_name": "incremental-hotpatching-guide",
      "description": "Huong dan quy trinh hieu chinh loi he thong va kiem thu t...",
      "platforms": [],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "khanh-hoa-capital-flows",
      "category": "research",
      "frontmatter_name": "khanh-hoa-capital-flows",
      "description": "Quy trình phân tích cơ cấu tiếp nhận vốn thực tế cấp tỉnh...",
      "platforms": [],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "notebooklm_operations",
      "category": "research",
      "frontmatter_name": "notebooklm_operations",
      "description": "Manage NotebookLM notebooks and sources via nlm CLI tool.",
      "platforms": [],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "policy-analysis-vn",
      "category": "research",
      "frontmatter_name": "policy-analysis-vn",
      "description": "Framework phân tích chính sách công chuyên sâu tại Việt N...",
      "platforms": [],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "policy-analysis",
      "category": "research",
      "frontmatter_name": "policy-analysis",
      "description": "Quy trình phân tích chính sách và văn bản pháp luật đa tầ...",
      "platforms": [],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "project-documentation-analysis",
      "category": "research",
      "frontmatter_name": "project-documentation-analysis",
      "description": "Quy trình đọc hiểu và tổng hợp thông tin từ các tài liệu ...",
      "platforms": [],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "research-reporting-standards",
      "category": "research",
      "frontmatter_name": "research-reporting-standards",
      "description": "Tiêu chuẩn trình bày và xuất file báo cáo nghiên cứu độc ...",
      "platforms": [],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "research-upgrade-guidance",
      "category": "research",
      "frontmatter_name": "research-upgrade-guidance",
      "description": "Huong dan nang cap quy trinh nghien cuu de tang tinh dinh...",
      "platforms": [],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "openhue",
      "category": "smart-home",
      "frontmatter_name": "openhue",
      "description": "Control Philips Hue lights, scenes, rooms via OpenHue CLI.",
      "platforms": [
        "linux",
        "macos",
        "windows"
      ],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "glv-video-workflow",
      "category": "social-media",
      "frontmatter_name": "glv-video-workflow",
      "description": "Workflow sản xuất social video cho Green Leaf Vietnam (GL...",
      "platforms": [],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "social-video-production",
      "category": "social-media",
      "frontmatter_name": "social-video-production",
      "description": "Produce social media video assets — briefs, scripts, stor...",
      "platforms": [],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "xurl",
      "category": "social-media",
      "frontmatter_name": "xurl",
      "description": "X/Twitter via xurl CLI: raw post search, posting, DM, media.",
      "platforms": [
        "linux",
        "macos"
      ],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "dogfood",
      "category": "software-development",
      "frontmatter_name": "dogfood",
      "description": "Exploratory QA of web apps: find bugs, evidence, reports.",
      "platforms": [
        "linux",
        "macos",
        "windows"
      ],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "file-management",
      "category": "software-development",
      "frontmatter_name": "file-management",
      "description": "Manage files: create, delete, list, and read.",
      "platforms": [],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "google-docs-python-api",
      "category": "software-development",
      "frontmatter_name": "google-docs-python-api",
      "description": "Manage Google Docs tables and revision exports in Python.",
      "platforms": [],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "graft-callers",
      "category": "software-development",
      "frontmatter_name": "graft-callers",
      "description": "Trace all callers (blast radius) of a function or class u...",
      "platforms": [],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "graft-map",
      "category": "software-development",
      "frontmatter_name": "graft-map",
      "description": "Run graft map on a project to show architecture overview,...",
      "platforms": [],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "hermes-agent-skill-authoring",
      "category": "software-development",
      "frontmatter_name": "hermes-agent-skill-authoring",
      "description": "Author in-repo SKILL.md files: frontmatter and structure.",
      "platforms": [
        "linux",
        "macos",
        "windows"
      ],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "hermes-gateway-commands",
      "category": "software-development",
      "frontmatter_name": "hermes-gateway-commands",
      "description": "Quy trình khai báo, đồng bộ setMyCommands và định tuyến x...",
      "platforms": [],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "inspecting-hermes-desktop-dom",
      "category": "software-development",
      "frontmatter_name": "inspecting-hermes-desktop-dom",
      "description": "Read the live Hermes desktop DOM/CSS over CDP.",
      "platforms": [
        "linux",
        "macos",
        "windows"
      ],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "node-inspect-debugger",
      "category": "software-development",
      "frontmatter_name": "node-inspect-debugger",
      "description": "Debug Node.js via --inspect + Chrome DevTools Protocol CLI.",
      "platforms": [
        "linux",
        "macos",
        "windows"
      ],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "openmaic-selfhosted",
      "category": "software-development",
      "frontmatter_name": "openmaic-selfhosted",
      "description": "Use when deploying or configuring OpenMAIC on a VPS.",
      "platforms": [],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "plan",
      "category": "software-development",
      "frontmatter_name": "plan",
      "description": "Write a markdown plan to .hermes/plans/; no execution.",
      "platforms": [
        "linux",
        "macos",
        "windows"
      ],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "ponytail",
      "category": "software-development",
      "frontmatter_name": "ponytail",
      "description": "Enforce the 7-rung Decision Ladder for minimalist, non-bl...",
      "platforms": [],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "python-debugpy",
      "category": "software-development",
      "frontmatter_name": "python-debugpy",
      "description": "Debug Python: pdb REPL + debugpy remote (DAP).",
      "platforms": [
        "linux",
        "macos"
      ],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "requesting-code-review",
      "category": "software-development",
      "frontmatter_name": "requesting-code-review",
      "description": "Pre-commit review: security scan, quality gates, auto-fix.",
      "platforms": [
        "linux",
        "macos",
        "windows"
      ],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "rtk-gain",
      "category": "software-development",
      "frontmatter_name": "rtk-gain",
      "description": "Display RTK token savings dashboard and command optimizat...",
      "platforms": [],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "simplify-code",
      "category": "software-development",
      "frontmatter_name": "simplify-code",
      "description": "Parallel 4-agent cleanup of recent code changes.",
      "platforms": [
        "linux",
        "macos",
        "windows"
      ],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "spike",
      "category": "software-development",
      "frontmatter_name": "spike",
      "description": "Throwaway experiments to validate an idea before build.",
      "platforms": [
        "linux",
        "macos",
        "windows"
      ],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "systematic-debugging",
      "category": "software-development",
      "frontmatter_name": "systematic-debugging",
      "description": "4-phase root cause debugging: understand bugs before fixing.",
      "platforms": [
        "linux",
        "macos",
        "windows"
      ],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "test-driven-development",
      "category": "software-development",
      "frontmatter_name": "test-driven-development",
      "description": "TDD: enforce RED-GREEN-REFACTOR, tests before code.",
      "platforms": [
        "linux",
        "macos",
        "windows"
      ],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    },
    {
      "skill_name": "yuanbao",
      "category": "yuanbao",
      "frontmatter_name": "yuanbao",
      "description": "Yuanbao (元宝) groups: @mention users, query info/members.",
      "platforms": [
        "linux",
        "macos",
        "windows"
      ],
      "conditions": {
        "fallback_for_toolsets": [],
        "requires_toolsets": [],
        "fallback_for_tools": [],
        "requires_tools": []
      }
    }
  ],
  "category_descriptions": {
    "autonomous-ai-agents": "Skills for spawning and orchestrating autonomous AI coding agents and multi-agent workflows — running independent agent processes, delegating tasks, and coordinating parallel workstreams.",
    "creative": "Creative content generation — ASCII art, hand-drawn style diagrams, and visual design tools.",
    "data-science": "Skills for data science workflows — interactive exploration, Jupyter notebooks, data analysis, and visualization.",
    "email": "Skills for sending, receiving, searching, and managing email from the terminal.",
    "github": "GitHub workflow skills for managing repositories, pull requests, code reviews, issues, and CI/CD pipelines using the gh CLI and git via terminal.",
    "media": "Skills for working with media content — YouTube transcripts, GIF search, music generation, and audio visualization.",
    "mlops": "Knowledge and Tools for Machine Learning Operations - tools and frameworks for training, fine-tuning, deploying, and optimizing ML/AI models",
    "mlops/evaluation": "Model evaluation benchmarks, experiment tracking, data curation, tokenizers, and interpretability tools.",
    "mlops/inference": "Model serving, quantization (GGUF/GPTQ), structured output, inference optimization, and model surgery tools for deploying and running LLMs.",
    "mlops/models": "Specific model architectures and tools — image segmentation (Segment Anything / SAM) and audio generation (AudioCraft / MusicGen). Additional model skills (CLIP, Stable Diffusion, Whisper, LLaVA) are available as optional skills.",
    "note-taking": "Note taking skills, to save information, assist with research, and collab on multi-session planning and information sharing.",
    "productivity": "Skills for document creation, presentations, spreadsheets, and other productivity workflows.",
    "productivity/ocr-and-documents": "Skills for extracting text from PDFs, scanned documents, images, and other file formats using OCR and document parsing tools.",
    "research": "Skills for academic research, paper discovery, literature review, domain reconnaissance, market data, content monitoring, and scientific knowledge retrieval.",
    "smart-home": "Skills for controlling smart home devices — lights, switches, sensors, and home automation systems.",
    "social-media": "Skills for interacting with social platforms and social-media workflows — posting, reading, monitoring, and account operations."
  }
}