1molchuan/autopilot

oh-my-ccg Autopilot

Full automatic RPI cycle: research → plan → impl → review.

Activation

Trigger: "autopilot", "auto" + requirement description

Workflow

Phase 1: Initialize

• Use rpi_state_write MCP tool to create RPI state with requirement
• Verify Codex + Gemini availability via ask_codex(prompt="ping") and ask_gemini(prompt="ping") MCP calls
• Use mode_state_write MCP tool to start autopilot state tracking

Phase 2: Auto-Research

• Run explore agent for codebase context
• Launch multi-model exploration in parallel via MCP tools:
  • ask_codex(agent_role="analyst", background=true) — backend constraints
  • ask_gemini(agent_role="designer", background=true) — frontend constraints
• Collect results via check_job_status
• Synthesize constraints automatically
• Present constraint summary to user for quick confirmation

Phase 3: Auto-Plan

• Suggest /clear if context > 80%
• Run planner agent with constraints
• Cross-validate with dual-model parallel MCP calls:
  • ask_codex(agent_role="planner", background=true) — plan validation
  • ask_gemini(agent_role="designer", background=true) — frontend validation
• Generate zero-decision task list
• Update state via rpi_state_write MCP tool

Phase 4: Auto-Impl

• Suggest /clear if context > 80%
• Route tasks via MCP tools:
  • Frontend tasks → ask_gemini for prototype, then executor rewrites
  • Backend tasks → ask_codex for prototype, then executor rewrites
• Use Team mode if multiple independent tasks
• Use Ralph mode for each task (execute→verify→fix)
• Continue until all tasks pass verification
• Update state via rpi_state_write MCP tool after each task

Phase 5: Auto-Review

• Run dual-model cross-review via parallel MCP calls:
  • ask_codex(agent_role="code-reviewer", background=true)
  • ask_gemini(agent_role="designer", background=true)
• Fix Critical findings automatically
• Present final report to user

Context Management

• Monitor context usage after each phase
• Prompt user for /clear when approaching 80%
• State persists in .oh-my-ccg/state/ across /clear (managed via MCP tools)

Cancellation

Use /oh-my-ccg:cancel to stop autopilot at any point.