autopilot
npx skills add https://github.com/yeachan-heo/oh-my-claudecode --skill autopilot
Agent 安装分布
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
planskill instead - User says “just explain”, “draft only”, or “what would you suggest” — respond conversationally
- User wants a single focused code change — use
ralphor 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:cancelat any time; progress is preserved for resume </Execution_Policy>
-
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
-
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
-
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)
-
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
-
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:cancelfor clean exit
- Remove
<Tool_Usage>
- Before first MCP tool use, call
ToolSearch("mcp")to discover deferred MCP tools - Use
ask_codexwithagent_role: "architect"for Phase 4 architecture validation - Use
ask_codexwithagent_role: "security-reviewer"for Phase 4 security review - Use
ask_codexwithagent_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
- Be specific about the domain — “bookstore” not “store”
- Mention key features — “with CRUD”, “with authentication”
- Specify constraints — “using TypeScript”, “with PostgreSQL”
- 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.