autopilot

📁 yeachan-heo/oh-my-claudecode 📅 Jan 22, 2026
38
总安装量
38
周安装量
#5457
全站排名
安装命令
npx skills add https://github.com/yeachan-heo/oh-my-claudecode --skill autopilot

Agent 安装分布

claude-code 35
opencode 29
gemini-cli 24
cursor 23
antigravity 23
codex 21

Skill 文档

<Use_When>

  • User wants end-to-end autonomous execution from an idea to working code
  • User says “autopilot”, “auto pilot”, “autonomous”, “build me”, “create me”, “make me”, “full auto”, “handle it all”, or “I want a/an…”
  • Task requires multiple phases: planning, coding, testing, and validation
  • User wants hands-off execution and is willing to let the system run to completion </Use_When>

<Do_Not_Use_When>

  • User wants to explore options or brainstorm — use plan skill instead
  • User says “just explain”, “draft only”, or “what would you suggest” — respond conversationally
  • User wants a single focused code change — use ralph or delegate to an executor agent
  • User wants to review or critique an existing plan — use plan --review
  • Task is a quick fix or small bug — use direct executor delegation </Do_Not_Use_When>

<Why_This_Exists> Most non-trivial software tasks require coordinated phases: understanding requirements, designing a solution, implementing in parallel, testing, and validating quality. Autopilot orchestrates all of these phases automatically so the user can describe what they want and receive working code without managing each step. </Why_This_Exists>

<Execution_Policy>

  • Each phase must complete before the next begins
  • Parallel execution is used within phases where possible (Phase 2 and Phase 4)
  • QA cycles repeat up to 5 times; if the same error persists 3 times, stop and report the fundamental issue
  • Validation requires approval from all reviewers; rejected items get fixed and re-validated
  • Cancel with /oh-my-claudecode:cancel at any time; progress is preserved for resume </Execution_Policy>
  1. Phase 1 – Planning: Create an implementation plan from the spec

    • Architect (Opus): Create plan (direct mode, no interview)
    • Critic (Opus): Validate plan
    • Output: .omc/plans/autopilot-impl.md
  2. Phase 2 – Execution: Implement the plan using Ralph + Ultrawork

    • Executor-low (Haiku): Simple tasks
    • Executor (Sonnet): Standard tasks
    • Executor-high (Opus): Complex tasks
    • Run independent tasks in parallel
  3. Phase 3 – QA: Cycle until all tests pass (UltraQA mode)

    • Build, lint, test, fix failures
    • Repeat up to 5 cycles
    • Stop early if the same error repeats 3 times (indicates a fundamental issue)
  4. Phase 4 – Validation: Multi-perspective review in parallel

    • Architect: Functional completeness
    • Security-reviewer: Vulnerability check
    • Code-reviewer: Quality review
    • All must approve; fix and re-validate on rejection
  5. Phase 5 – Cleanup: Delete all state files on successful completion

    • Remove .omc/state/autopilot-state.json, ralph-state.json, ultrawork-state.json, ultraqa-state.json
    • Run /oh-my-claudecode:cancel for clean exit

<Tool_Usage>

  • Before first MCP tool use, call ToolSearch("mcp") to discover deferred MCP tools
  • Use ask_codex with agent_role: "architect" for Phase 4 architecture validation
  • Use ask_codex with agent_role: "security-reviewer" for Phase 4 security review
  • Use ask_codex with agent_role: "code-reviewer" for Phase 4 quality review
  • Agents form their own analysis first, then consult Codex for cross-validation
  • If ToolSearch finds no MCP tools or Codex is unavailable, proceed without it — never block on external tools </Tool_Usage>

<Escalation_And_Stop_Conditions>

  • Stop and report when the same QA error persists across 3 cycles (fundamental issue requiring human input)
  • Stop and report when validation keeps failing after 3 re-validation rounds
  • Stop when the user says “stop”, “cancel”, or “abort”
  • If requirements were too vague and expansion produces an unclear spec, pause and ask the user for clarification before proceeding </Escalation_And_Stop_Conditions>

<Final_Checklist>

  • All 5 phases completed (Expansion, Planning, Execution, QA, Validation)
  • All validators approved in Phase 4
  • Tests pass (verified with fresh test run output)
  • Build succeeds (verified with fresh build output)
  • State files cleaned up
  • User informed of completion with summary of what was built </Final_Checklist>

Optional settings in .claude/settings.json:

{
  "omc": {
    "autopilot": {
      "maxIterations": 10,
      "maxQaCycles": 5,
      "maxValidationRounds": 3,
      "pauseAfterExpansion": false,
      "pauseAfterPlanning": false,
      "skipQa": false,
      "skipValidation": false
    }
  }
}

Resume

If autopilot was cancelled or failed, run /oh-my-claudecode:autopilot again to resume from where it stopped.

Best Practices for Input

  1. Be specific about the domain — “bookstore” not “store”
  2. Mention key features — “with CRUD”, “with authentication”
  3. Specify constraints — “using TypeScript”, “with PostgreSQL”
  4. Let it run — avoid interrupting unless truly needed

Troubleshooting

Stuck in a phase? Check TODO list for blocked tasks, review .omc/autopilot-state.json, or cancel and resume.

QA cycles exhausted? The same error 3 times indicates a fundamental issue. Review the error pattern; manual intervention may be needed.

Validation keeps failing? Review the specific issues. Requirements may have been too vague — cancel and provide more detail.