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aif-evolve

Analyze patches and codebase patterns to generate improvement recommendations for AI Factory skills.

2|Updated Sep 13, 2022
Search Tags:#guardrails#project-context#patch-analysis#skill-improvement#codebase-patterns#ai-evolution
One-click install
npx skills add https://github.com/horizontalsystems/solana-kit-ios --skill aif-evolve-horizontalsystems
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: aif-evolve
Source: https://github.com/horizontalsystems/solana-kit-ios/tree/main/.claude/skills/aif-evolve
Command: npx skills add https://github.com/horizontalsystems/solana-kit-ios --skill aif-evolve-horizontalsystems

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill improves AI Factory's abilities by learning from project context, patches, and codebase patterns to produce smarter, safer evolutions.

Core Features & Use Cases

  • Analyze patches to identify recurring issues and prevention rules
  • Aggregate patterns across the codebase and enforce guardrails
  • Propose targeted improvements to other skills with minimal, traceable changes
  • Maintain logs of evolutions to track progress and rationale

Quick Start

Run the evolution workflow against the installed skills to start analyzing patches, patterns, and project context for targeted improvements.

Frequently Asked Questions about aif-evolve

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

FAQPage Schema
How do I improve AI coding skills using my existing project patches?▼

You improve AI coding skills by analyzing project patches and codebase patterns to generate targeted, traceable improvement recommendations for your ongoing codebases.

What are guardrails in the context of AI codebase evolution?▼

Guardrails are prevention rules aggregated from your codebase patterns that enforce safer AI evolutions and stop recurring code issues from happening again.

How do I aggregate recurring codebase patterns to propose targeted skill improvements?▼

You aggregate recurring codebase patterns by running an evolution workflow that collects intelligence from patch histories and applies them as precise improvements to your installed skills.

Do I need an active patch history to generate project-specific skill improvements?▼

Yes, you need an ongoing codebase with patch histories to drive iterative, project-specific skill improvements and extract meaningful intelligence for evolution.

Can I track the rationale behind each AI skill evolution over time?▼

Yes, you can track the rationale behind AI skill evolutions by maintaining logs of evolutions that record progress and the reasons for each applied change.

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