Use this workflow to optimize the Antigravity Flow itself. This is not just for RAG or research; it is the master protocol for creating Automations, Skills, and Rules to improve how work gets done across all projects.
State the specific "Flow Friction" or "Capability Gap": - Automation: "How to automate the versioning of CHANGELOG.md?" - Skill: "Create a global 'Knowledge Engine' skill for grounded interpretations." - Rule: "Enforce a 'Double-Audit' rule before any API-heavy execution."
Read the master coordination rules to understand current constraints:
- .cursor/rules/ag.mdc (Lead Coordinator Rules)
- .cursor/rules/agent-roles.mdc (Multi-Agent System Personas)
Use search_web with agentic-engineering keywords for Gemini 2.5 Flash:
- Prompt Engineering: "Chain of Thought" for Gemini 2.5 Flash
- Optimizing Gemini 2.5 Flash performance: Context limits and speed
- Patterns: "Autonomous Agent State Management" using Gemini native functions
Analyze the findings to decide the global path:
FUTURE_ROADMAP.md.MANDATORY: Before any files are modified or new rules are created, you must generate a structured implementation_plan.md for the user.
- Detail the specific changes (Rule, Skill, or Workflow).
- Explain the logic (Why and How).
- CRITICAL: Wait for explicit user approval before proceeding to step 6.
Once the plan is approved, execute the optimization:
- New Rule: Update .cursor/rules/ to change agent behavior.
- New Skill: Create a SKILL.md in .agents/skills/ to give agents new "muscles."
- New Workflow: If the process is complex and repeatable, create a sub-workflow.
MANDATORY: After ANY agentic update (Rule, Skill, or Workflow):
- Sync: Execute the v-sync-logger skill to update the "4-Doc Rule" (CHANGELOG, PROJECT_STATUS, APP_CONTEXT).
- Checkpoint: Ensure an automated Git commit is performed with the "Pulse:" prefix to maintain a professional audit trail.
- Verify: Confirm the new capability is immediately visible to all agent roles.