---
name: autopilot
description: Full autonomous execution from idea to working code
---
Autopilot takes a brief product idea and autonomously handles the full lifecycle: requirements analysis, technical design, planning, parallel implementation, QA cycling, and multi-perspective validation. It produces working, verified code from a 2-3 line description.
- 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
- 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
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.
- 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 `/cancel` at any time; progress is preserved for resume
1. **Phase 0 - Expansion**: Turn the user's idea into a detailed spec
- Analyst (Opus): Extract requirements
- Architect (Opus): Create technical specification
- Output: `.omx/plans/autopilot-spec.md`
2. **Phase 1 - Planning**: Create an implementation plan from the spec
- Architect (Opus): Create plan (direct mode, no interview)
- Critic (Opus): Validate plan
- Output: `.omx/plans/autopilot-impl.md`
3. **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
4. **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)
5. **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
6. **Phase 5 - Cleanup**: Clear all mode state via OMX MCP tools on successful completion
- `state_clear({mode: "autopilot"})`
- `state_clear({mode: "ralph"})`
- `state_clear({mode: "ultrawork"})`
- `state_clear({mode: "ultraqa"})`
- Or run `/cancel` for clean exit
- 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
## State Management
Use `omx_state` MCP tools for autopilot lifecycle state.
- **On start**:
`state_write({mode: "autopilot", active: true, current_phase: "expansion", started_at: ""})`
- **On phase transitions**:
`state_write({mode: "autopilot", current_phase: "planning"})`
`state_write({mode: "autopilot", current_phase: "execution"})`
`state_write({mode: "autopilot", current_phase: "qa"})`
`state_write({mode: "autopilot", current_phase: "validation"})`
- **On completion**:
`state_write({mode: "autopilot", active: false, current_phase: "complete", completed_at: ""})`
- **On cancellation/cleanup**:
run `$cancel` (which should call `state_clear(mode="autopilot")`)
User: "autopilot A REST API for a bookstore inventory with CRUD operations using TypeScript"
Why good: Specific domain (bookstore), clear features (CRUD), technology constraint (TypeScript). Autopilot has enough context to expand into a full spec.
User: "build me a CLI tool that tracks daily habits with streak counting"
Why good: Clear product concept with a specific feature. The "build me" trigger activates autopilot.
User: "fix the bug in the login page"
Why bad: This is a single focused fix, not a multi-phase project. Use direct executor delegation or ralph instead.
User: "what are some good approaches for adding caching?"
Why bad: This is an exploration/brainstorming request. Respond conversationally or use the plan skill.
- 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
- [ ] 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
## Configuration
Optional settings in `~/.codex/config.toml`:
```toml
[omc.autopilot]
maxIterations = 10
maxQaCycles = 5
maxValidationRounds = 3
pauseAfterExpansion = false
pauseAfterPlanning = false
skipQa = false
skipValidation = false
```
## Resume
If autopilot was cancelled or failed, run `/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, run `state_read({mode: "autopilot"})`, 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.