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autopilot

Orchestrate autonomous software project execution from idea to verified code.

Updated Apr 10, 2026
Search Tags:#planning#validation#qa#orchestration#autonomous#code-generation#kronon
One-click install
npx skills add https://github.com/lpjhelder/kronon-forge --skill autopilot-lpjhelder
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: autopilot
Source: https://github.com/lpjhelder/kronon-forge/tree/main/skills/autopilot
Command: npx skills add https://github.com/lpjhelder/kronon-forge --skill autopilot-lpjhelder

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Autopilot converts a brief product idea into a complete, executed software deliverable by handling expansion, planning, implementation, QA, and multi-perspective validation so users do not need to manage each phase manually.

Core Features & Use Cases

  • End-to-end orchestration: Expansion to technical spec, planning, parallel execution, QA cycles, and final validation.
  • Robust validation and recovery: Configurable QA/validation rounds, state persistence for resume, and clear stop/escalation rules when errors persist.
  • Use Case: Turn a 2–3 line feature request like "build a TypeScript CRUD API for bookstore inventory" into a validated, working codebase with tests and reviews.

Quick Start

Start autopilot to build a REST API for a bookstore with TypeScript, CRUD endpoints, and test coverage.

Frequently Asked Questions about autopilot

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

FAQPage Schema
How do I autonomously build working software end-to-end from a short idea?▼

You can autonomously build working software end-to-end by orchestrating requirements expansion, technical design, parallel implementation, QA cycles, and multi-perspective validation to generate a complete, verified codebase from a brief prompt.

What is the best way to automate multi-phase development tasks with parallel execution and QA?▼

Automating multi-phase development tasks is best handled through orchestration that coordinates parallel executors, applies configurable QA validation rounds, and persists state to support resume and cancellation during code generation.

Can I turn a brief feature request into a validated, working codebase automatically?▼

Yes, you can turn a brief feature request into a validated, working codebase automatically by processing the short idea through automated requirements expansion, technical design, parallel implementation, and multi-perspective validation.

Does autonomous code generation support resume and cancellation for multi-phase projects?▼

Autonomous code generation supports resume and cancellation for multi-phase projects through stateful persistence, allowing execution to recover from errors and stop based on configurable QA validation limits and escalation rules.

What are the limitations of using autonomous orchestration for software project execution?▼

Limitations of autonomous orchestration include enforced stop and escalation rules when errors persist, making it best suited for new features or small-to-medium projects rather than highly complex, large-scale enterprise software architectures.

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