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aif-evolve

Analyze patches and codebase patterns to codify project-specific skill-context rules.

Updated Apr 3, 2026
Search Tags:#automation#project-context#patch-analysis#skill-evolution#ai-factory#skill-context
One-click install
npx skills add https://github.com/ExsyDev/eye-blinking --skill aif-evolve-exsydev
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: aif-evolve
Source: https://github.com/ExsyDev/eye-blinking/tree/main/.claude/skills/aif-evolve
Command: npx skills add https://github.com/ExsyDev/eye-blinking --skill aif-evolve-exsydev

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automates continual improvement of AI Factory skills by learning from past patches, project context, and codebase patterns to prevent recurring issues and bias in skill behavior.

Core Features & Use Cases

  • Learns from patches in .ai-factory/patches and evolution cursors to extract prevention points and improvement opportunities.
  • Updates project-specific rules in .ai-factory/skill-context/aif-evolve/SKILL.md to tailor skills to your environment while preserving built-in definitions.
  • Provides governance by applying skill-context rules to all outputs of the evolution process, ensuring consistency across updates.

Quick Start

Run a single command to start analyzing new patches and generate skill-context updates for affected built-in skills.

Frequently Asked Questions about aif-evolve

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

FAQPage Schema
How do I automate AI skill evolution from project context and codebase patches?▼

AI skill evolution from project context is automated by analyzing patches in .ai-factory/patches to extract prevention points and codify recurring patterns into actionable skill-context rules.

What is skill-context in AI Factory and how does it prevent codebase regressions?▼

Skill-context in AI Factory consists of project-specific rules stored in .ai-factory/skill-context/aif-evolve/SKILL.md that govern skill outputs to address recurring patch issues and prevent regressions.

How to update built-in AI Factory skills using patch analysis without losing definitions?▼

Patch analysis updates AI Factory skills by applying project-specific rules to outputs while preserving built-in definitions, ensuring safe, incremental improvements tailored to your environment.

Does aif-evolve require dependencies to analyze codebase patterns?▼

Analyzing codebase patterns with aif-evolve requires no external dependencies, relying solely on your existing .ai-factory directory patches and evolution cursors for continuous skill improvement.

Why do my AI skills keep repeating the same codebase mistakes across patches?▼

AI skills repeat codebase mistakes without evolving from past patches, but applying skill-context rules extracted from previous issues prevents recurring bias and regressions in future outputs.

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