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autopilot

Coordinate software delivery from idea to verified implementation with completion reporting.

4|Updated Feb 23, 2026
Search Tags:#quality assurance#workflow automation#software development#agent orchestration#spec-driven development#code implementation#autonomous execution
One-click install
npx skills add https://github.com/npow/claude-skills --skill autopilot-npow
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: autopilot
Source: https://github.com/npow/claude-skills/tree/main/autopilot
Command: npx skills add https://github.com/npow/claude-skills --skill autopilot-npow

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Autopilot eliminates the need to manually coordinate specification, planning, implementation, quality assurance, validation, and completion reporting for software tasks.

Core Features & Use Cases

  • End-to-End Orchestration: Converts vague ideas, specifications, task lists, and bug reports into structured implementation workflows.
  • Adaptive Execution: Selects solo, pipeline, fanout, or staged-fanout execution based on task scope, dependencies, and parallelization opportunities.
  • Verification and Recovery: Coordinates planning consensus, review panels, defect audits, fix loops, independent correctness, security, and quality judges, plus honest termination reporting.
  • Use Case: Give Autopilot a request such as building a TypeScript REST API and it can expand the requirements, create a plan, coordinate implementation, run QA, validate the result, and report any remaining tradeoffs.

Quick Start

Ask Autopilot to build or implement a feature, fix a bug, or turn a rough idea into a verified software artifact.

Frequently Asked Questions about autopilot

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate the workflow from a rough software idea to verified code?▼

Workflow automation tools coordinate the complete software delivery process, converting vague ideas or specifications into structured implementation plans and running QA validation to produce verified code.

What is spec-driven development and how does it handle autonomous execution?▼

Spec-driven development expands requirements into structured workflows. Autonomous execution selects solo, pipeline, fanout, or staged-fanout patterns based on task scope and dependencies to implement the specification.

Can I use agent orchestration for multi-file changes and bug fixes?▼

Agent orchestration applies to multi-file changes and bug fixes by coordinating planning consensus, review panels, defect audits, and fix loops to validate the implementation and report remaining tradeoffs.

How does quality assurance validation work for autonomous code implementation?▼

Quality assurance validation uses independent correctness, security, and quality judges alongside fix loops to audit defects, verify the result, and generate an honest completion report for the code implementation.

Do I need compatible planning and team execution workflows to run autonomous software delivery?▼

Autonomous software delivery requires access to compatible planning, team execution, QA, fix-loop, and agent orchestration workflows when those specific integrations are used for adaptive execution.

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