What is the primary benefit of the Skill Regeneration skill?

It ensures your AI skills don't become bloated or outdated by constantly refining them based on actual practice logs and concrete results rather than theoretical instructions.

Does this skill update files automatically?

No, it follows an L2 (Directed) autonomy level, meaning it prepares the updates and requires a human checkpoint to review and approve changes before submitting a PR.

Can I use this for any Claude Code skill?

Yes, as long as the skill follows the standard SKILL.md format and you provide practice logs or session insights for the agent to learn from.

How does this skill improve Claude's performance?

By distilling instructions into minimal patterns and tighter loops, it reduces token noise and provides the AI with more actionable, high-signal directions.

Skill Regeneration

Name: Skill Regeneration
Author: hmyuuu

byhmyuuu

0•

生産性とワークフロー

Refines and updates AI skill definitions by distilling real-world execution practices into concise, actionable patterns.

Skill Regeneration is a specialized utility designed to evolve Claude Code skills based on actual usage logs and practical insights. It automates the process of analyzing session history to identify successful patterns, stripping away redundant prose in favor of concrete examples and tighter agent loops. This ensures that your local AI skill library remains high-performance, minimal, and grounded in real-world application rather than abstract theory, allowing for a more efficient and directed agent experience.

主な機能

01Prioritizes actionable steps and concrete examples over abstract documentation

02Distills complex skill definitions into minimal, high-impact SKILL.md files

03Automates the creation of Pull Requests for skill repository updates

040 GitHub stars

05Analyzes practice logs and execution sessions to extract successful patterns

06Updates agent loops and checkpoints based on real-world performance

ユースケース

01Optimizing existing Claude Code skills after several successful task executions

02Consolidating verbose documentation into lean, performance-oriented skill patterns

03Iteratively improving AI agent behavior by codifying lessons learned during development

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add hmyuuu/skills skill-regeneration

For use in Claude.ai and ChatGPT

Download Skill