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ai-factory.evolve

Analyze patches and project context to evolve installed AI Factory skills.

1.1k|92|Updated Feb 6, 2026
Search Tags:#project-context#patch-analysis#evolve#skill-improvement#codebase-patterns#ai-factory
One-click install
npx skills add https://github.com/lee-to/ai-factory --skill ai-factory-evolve
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ai-factory.evolve
Source: https://github.com/lee-to/ai-factory/tree/main/skills/evolve
Command: npx skills add https://github.com/lee-to/ai-factory --skill ai-factory-evolve

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automatically improves AI Factory skills by learning from project context, patches, and code patterns to prevent repeat mistakes.

Core Features & Use Cases

  • Analyze patches to identify recurring error patterns and root causes.
  • Aggregate codebase conventions and tech-specific pitfalls to guide skill evolution.
  • Evolve installed skills with project-specific guards and rules, preserving previous behavior.

Quick Start

Run the evolve command to analyze patches and project context and update related skills accordingly.

Frequently Asked Questions about ai-factory.evolve

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

FAQPage Schema
How do I automatically improve AI coding skills from project patches?▼

This Skill evolves AI Factory skills by analyzing patches and project context to identify recurring issues, aggregating codebase conventions and tech-specific pitfalls to guide skill evolution while preserving previous behavior.

How does patch analysis prevent recurring codebase mistakes?▼

Patch analysis identifies recurring error patterns and root causes from project context, aggregating codebase conventions and tech-specific pitfalls to guide traceable, minimal, reversible skill evolution with an evolution log history.

Can I use skill evolution across my entire installed project stack?▼

Yes, skill evolution applies to installed skills across the project stack, identifying recurring issues and tech-specific pitfalls to generate per-skill updates while preserving previous behavior and maintaining an evolution log history.

What is the best way to update AI Factory skills with codebase conventions?▼

The best way to update AI Factory skills with codebase conventions is to run the evolve command, which analyzes patches and project context to apply project-specific guards and rules with per-skill updates and an evolution log history.

Does evolving skills preserve previous behavior and maintain an evolution log?▼

Yes, evolving skills preserves previous behavior by applying traceable, minimal, reversible updates, and it maintains an evolution log history to track all per-skill updates across the project stack.

Why should I use project context to evolve AI Factory skills instead of manual edits?▼

Using project context to evolve AI Factory skills prevents repeat mistakes by automatically identifying recurring error patterns and tech-specific pitfalls, applying traceable, minimal, reversible updates with an evolution log history.

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