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autopilot

Full autonomous execution from idea to working code

Skill by MaxFerAlten

IndexedMIT
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Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/maxferalten-autopilot

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Full autonomous execution from idea to working code

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What's inside

Skill name
autopilot
Description
Full autonomous execution from idea to working code
License
MIT
Instructions
105 lines in SKILL.md · view on GitHub

Files (1)

  • SKILL.md

SKILL.md (first lines)

# /autopilot — Autonomous End-to-End Pipeline

## Trigger

`/autopilot <task>` or "autopilot", "autonomous", "build me", "make me"

## Purpose

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.

## When to Use

- User wants end-to-end autonomous execution from an idea to working code
- Task requires multiple phases: planning, coding, testing, and validation
- User wants hands-off execution and is willing to let the system run to completion

## Do Not Use When

- User wants to explore options or brainstorm — use `$plan`
- Task is a quick fix or small bug — use direct executor or `$ralph`
- User wants to review or critique an existing plan — use `$plan --review`

## Flow

### Phase 0: Context Intake
- Derive task slug from request
- Load existing context snapshot if available
- Create context snapshot with: task statement, desired outcome, constraints, unknowns
- Run explore for brownfield facts if ambiguous

### Phase 1: Expansion
- Analyst: Extract requirements
- Architect: Create technical specification
- Output: `.omx/plans/autopilot-spec.md`

### Phase 2: Planning
- Architect: Create implementation plan
- Critic: Validate plan
- Output: `.omx/plans/autopilot-impl.md`

### Phase 3: Execution
- Implement plan using `$ralph` + parallel work
- LOW-tier: Simple tasks
- STANDARD-tier: Standard tasks
- THOROUGH-tier: Complex tasks
- Run independent tasks in parallel

### Phase 4: QA
- Build, lint, test, fix failures
- Cycle up to 5 times
- Stop if same error repeats 3x (fundamental issue)

### Phase 5: Validation
- Architect: Functional completeness
- Security-reviewer: Vulnerability check
- Code-reviewer: Quality review
- All must approve; fix and re-validate on rejection

### Phase 6: Cleanup
- Clear all mode state
- Report completion with summary

## State Management

```
State: autopilot
  - active: boolean
  - current_phase: expansion|planning|execution|qa|validation|complete
  - context_snapshot_path: string
  - started_at: timestamp
  - completed_at: timestamp
```

## Keywords

- autopilot, auto pilot, autonomous
- build me, create me, make me
- full auto, handle it all
- I want a/an...

## Recommended Pipeline

```
deep-interview -> ralplan -> autopilot
```

For ambiguous requests, prefer the clarity pipeline first.

## Escalation

- Stop when same QA error persists 3 cycles
- Stop when validation fails after 3 re-validation rounds
- Stop on "stop", "cancel", "abort"
- Redirect to deep-interview if requirements too vague

## Final Checklist

- [ ] All 6 phases completed
- [ ] All validators approved in Phase 5
- [ ] Tests pass
- [ ] Build succeeds
- [ ] State files cleaned up
- [ ] User informed of completion with summary

From MaxFerAlten/tenderclaw, MIT.

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Last commit (this folder)
Apr 7, 2026 (6 months ago)

From GitHub (fetched Oct 24, 2026).

Details

License
MIT
First seen
Oct 24, 2026
Last checked
Oct 24, 2026

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Cite this page

autopilot skill. Agent Mart. https://agentmart.dev/skills/maxferalten-autopilot (last updated 2026-10-24)