One-click install
npx skills add https://github.com/xz1220/oh-my-kimi --skill autopilot-xz1220
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: autopilot
Source: https://github.com/xz1220/oh-my-kimi/tree/main/skills/autopilot
Command: npx skills add https://github.com/xz1220/oh-my-kimi --skill autopilot-xz1220

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Autopilot solves the problem of getting end-to-end working software from a short product idea without manually managing each phase of planning, implementation, testing, and verification.

Core Features & Use Cases

  • Full lifecycle execution: transforms a brief idea into a detailed spec, an implementation plan, parallel development, QA cycles, and final multi-angle validation.
  • Guardrailed iteration: enforces phase gating, bounded QA loops (up to 5), and stop conditions for repeated failures or rejected validation.
  • Resume and cleanup: preserves progress for recovery, supports cancellation, and cleans up state files after completion.
  • Use case: you describe a small-to-medium product concept (e.g., a CLI tool for daily habit tracking with streaks), and Autopilot produces implementable code plus evidence from build/test outputs.

Quick Start

Send the command /skill:autopilot and include your product idea in one or two sentences so it can deliver a working, tested implementation.

Frequently Asked Questions about autopilot

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

FAQPage Schema
How do I generate runnable code from a short product idea automatically?

To generate runnable code from a product idea, you provide a brief concept and the system orchestrates specification expansion, planning, parallel development, and QA validation to deliver tested implementation code.

Can I resume autonomous coding execution if a multi-stage software task stops halfway?

Yes, autonomous coding execution supports resuming halted tasks. The system preserves progress for recovery and cleans up state files after completion, ensuring bounded QA cycles and deterministic phase gating are maintained.

How does multi-agent orchestration handle repeated QA validation failures during software planning?

Multi-agent orchestration enforces bounded QA loops with a maximum of 5 cycles and applies stop conditions for repeated failures or rejected validation, ensuring multi-perspective review consensus before finalizing code.

What's the best way to build a CLI tool from a concept without manually managing implementation phases?

The best way to build a CLI tool from a concept without manual management is using an autonomous orchestration process that transforms your idea into a detailed spec, an implementation plan, and validated working code.

Does autonomous code generation work for small to medium product concepts requiring iterative testing?

Yes, autonomous code generation is designed for small to medium product concepts requiring iterative implementation. It applies multi-perspective review and bounded QA validation to produce evidence-backed, runnable code.

When should I avoid using end-to-end code generation for software development tasks?

You should avoid end-to-end code generation for tasks requiring a single code change or explanation, as this system is specifically built for multi-stage software tasks requiring iterative implementation, testing, and multi-perspective review.