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Autopilot
ASecurityFully autonomous execution mode. When triggered by '/autopilot', 'autopilot mode', '자율 실행', or '알아서 해줘', this skill takes a development task and autonomously plans, implements, tests, and delivers without user intervention. Uses the planner agent to decompose work, then dispatches appropriate agents in parallel where possible.
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- Added October 23, 2026
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[](https://www.skillsdirectory.com/skills/johnfkoo951-autopilot)---
name: autopilot
description: >
Fully autonomous execution mode. When triggered by '/autopilot', 'autopilot mode',
'자율 실행', or '알아서 해줘', this skill takes a development task and autonomously plans,
implements, tests, and delivers without user intervention. Uses the planner agent to
decompose work, then dispatches appropriate agents in parallel where possible.
---
# Autopilot — Fully Autonomous Execution Mode
Autopilot mode handles a development task end-to-end without user intervention.
## Workflow
### Step 1: Gather Requirements
Use `AskUserQuestion` to understand the task:
```json
{
"questions": [
{
"question": "What task should autopilot handle?",
"header": "Task",
"options": [
{"label": "Implement feature", "description": "Build a new feature from scratch"},
{"label": "Fix bugs", "description": "Diagnose and fix one or more bugs"},
{"label": "Refactor code", "description": "Restructure existing code without changing behavior"},
{"label": "Full cycle", "description": "Plan → Implement → Test → Review → Document"}
],
"multiSelect": false
},
{
"question": "What quality level is required?",
"header": "Quality",
"options": [
{"label": "Production (Recommended)", "description": "Full tests, code review, documentation. Uses Sonnet/Opus."},
{"label": "Prototype", "description": "Working code, minimal tests. Uses mostly Haiku/Sonnet."},
{"label": "Maximum", "description": "Production + security review + critic review. Uses Opus heavily."}
],
"multiSelect": false
}
]
}
```
### Step 2: Plan
Dispatch the **planner** agent (Opus) to:
1. Analyze the codebase context
2. Decompose the task into subtasks
3. Assign tiers and agents to each subtask
4. Identify parallel execution opportunities
5. Define quality gates
### Step 3: Execute
Based on the plan, dispatch agents in the optimal order:
**Parallel phase** (independent tasks):
- Dispatch multiple agents simultaneously using parallel `Task` calls
- Explorer (Haiku) for codebase scanning
- Researcher (Sonnet) for technical investigation if needed
**Sequential phase** (dependent tasks):
- Executor (Sonnet) for implementation
- Build-fixer (Sonnet) if build errors occur
- TDD-guide (Haiku) for test writing
### Step 4: Quality Gates
After implementation, run quality checks:
- **Code Review**: Dispatch code-reviewer (Sonnet) on all changed files
- **Tests**: Run test suite via Bash
- **Build**: Verify clean build
- **Security** (if Maximum quality): Dispatch security-reviewer (Opus)
If quality gates fail, dispatch appropriate agents to fix issues and re-check.
### Step 5: Deliver
1. Summarize all changes made
2. List files created/modified
3. Report test results
4. Report quality gate outcomes
5. Suggest next steps if any
## Guardrails
- **Cost awareness**: Track agent dispatches. If exceeding 10 agent calls, pause and summarize progress
- **Safety**: Never auto-push to git. Never modify deployment configs without confirmation
- **Scope control**: If the task grows beyond the original scope, pause and ask the user
- **Rollback**: Keep track of all changes for potential rollback
## Tier Allocation Strategy
| Phase | Default Tier | Escalate to |
|-------|-------------|-------------|
| Planning | Opus | — |
| Exploration | Haiku | Sonnet (complex codebase) |
| Implementation | Sonnet | Opus (complex algorithms) |
| Testing | Haiku | Sonnet (integration tests) |
| Review | Sonnet | Opus (security-critical) |
Files in this skill
- SKILL.md
- references/tier-routing-guide.md
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