ai-factory.evolve

Analyzes patch history and codebase patterns to improve AI skill definitions.

Updated Mar 31, 2025
One-click install
npx skills add https://github.com/spraby/api --skill ai-factory-evolve-spraby
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ai-factory.evolve
Source: https://github.com/spraby/api/tree/main/.claude/skills/evolve
Command: npx skills add https://github.com/spraby/api --skill ai-factory-evolve-spraby

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill helps you continuously improve the AI's capabilities by analyzing past mistakes and project context to make its future actions more effective and tailored to your specific needs.

Core Features & Use Cases

  • Self-Improvement: Learns from project history (patches) and codebase patterns to enhance existing AI skills.
  • Contextual Adaptation: Tailors AI responses and actions based on your project's tech stack, conventions, and recurring issues.
  • Use Case: After several coding errors related to null checks, this skill can automatically update the /fix skill to include a mandatory null-checking step before accessing properties, preventing future bugs.

Quick Start

Run the evolve skill to analyze project context and improve AI skills.

Frequently Asked Questions about ai-factory.evolve

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

FAQPage Schema
How do I make AI coding assistants adapt to my project conventions?

You can improve AI skills automatically by analyzing accumulated patches and codebase patterns to rectify recurring issues, generating targeted improvements that adapt skill behavior to your specific project conventions and tech stack.

How does AI self-improvement work for a specific codebase?

AI self-improvement works by analyzing your project's patch history and codebase structure to identify recurring mistakes, then automatically updating existing AI skills to include mandatory steps that prevent future bugs.

Can I prevent recurring coding errors using codebase analysis?

Yes, you can prevent recurring coding errors by running this skill to analyze past patches; it identifies recurring issues and updates skills to enforce mandatory checks, such as adding null-checking steps before property access.

What is the best way to tailor AI responses to my tech stack?

The best way to tailor AI responses is to analyze project context, descriptions, and codebase structure; this skill uses that analysis to adapt existing AI skills to your specific tech stack and project conventions for smarter assistance.

Do I need existing patches to use AI skill improvement?

Yes, you need accumulated patches and project history to effectively use AI skill improvement; the skill requires analysis of patch history, project descriptions, and codebase structure to generate targeted improvements.