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.