autopilot

Orchestrate end-to-end software development from idea to verified code.

Updated Mar 10, 2026
One-click install
npx skills add https://github.com/eszxcvfd/ANIZAKI --skill autopilot-eszxcvfd
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: autopilot
Source: https://github.com/eszxcvfd/ANIZAKI/tree/main/.agents/skills/autopilot
Command: npx skills add https://github.com/eszxcvfd/ANIZAKI --skill autopilot-eszxcvfd

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Autopilot orchestrates end-to-end software development from idea to a working, verified product, eliminating the need for manual planning and cross-team coordination.

Core Features & Use Cases

  • End-to-end lifecycle automation: requirements gathering, design, planning, parallel implementation, QA cycling, and multi-perspective validation.
  • Phase-coordinated execution with parallel work within phases to accelerate delivery.
  • Built-in resume, pre-context grounding, and centralized state management for recoverability and safe restarts.
  • Use cases include building full-stack apps from a short idea description, rewriting legacy systems with automated design-to-code flow, and ongoing product refinement through automated experimentation.

Quick Start

Describe your product idea briefly and let Autopilot generate and verify a complete implementation.

Frequently Asked Questions about autopilot

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

FAQPage Schema
How do I automate software development from idea to working code?

Automating software development requires orchestrating end-to-end execution from idea to working code. This involves applying multi-phase planning, parallel implementation, and automated QA cycling to transform brief descriptions into verified products.

What is end-to-end lifecycle automation for coding projects?

End-to-end lifecycle automation covers the entire software development flow: requirements gathering, design, planning, parallel implementation, and multi-perspective validation. It eliminates manual cross-team coordination by automatically orchestrating each phase.

Can I use automated orchestration to rewrite legacy systems?

Automated orchestration supports rewriting legacy systems through an automated design-to-code flow. It handles complex projects requiring multi-phase planning and parallel implementation to accelerate the delivery of the rewritten system.

How does orchestration handle parallel implementation and QA?

Orchestration handles parallel implementation by coordinating parallel work within execution phases. It follows this with automated QA cycling and multi-perspective validation across teams to ensure the working code meets requirements.

Does end-to-end coding automation support resuming interrupted work?

End-to-end coding automation supports resuming interrupted work through built-in resume capabilities and centralized state management. Pre-context grounding and recoverability mechanisms ensure safe restarts for complex projects.

What is the best way to build full-stack apps from a short idea description?

Building full-stack apps from short descriptions is best achieved through phase-coordinated execution. Autopilot generates a complete implementation by applying multi-phase planning, parallel implementation, and automated validation.