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JasonLo
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ss-self-evolve

Discover trending GitHub skills and generate improvement plans for a Claude Code repository.

Updated Feb 14, 2026
Search Tags:#code quality#automation#skill management#continuous improvement#github discovery#repository evolution
One-click install
npx skills add https://github.com/JasonLo/skill-sommelier --skill ss-self-evolve
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: ss-self-evolve
Source: https://github.com/JasonLo/skill-sommelier/tree/main/skills/ss-self-evolve
Command: npx skills add https://github.com/JasonLo/skill-sommelier --skill ss-self-evolve

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the process of discovering, analyzing, and integrating new, trending Claude Code skills into the repository, ensuring the collection remains current and adopts community best practices.

Core Features & Use Cases

  • Automated Skill Discovery: Scans GitHub for trending skills using gh CLI.
  • Comparative Analysis: Diffs new skills against existing ones to identify improvement opportunities.
  • Actionable Improvement Plan: Generates a prioritized list of new skills to add and enhancements for existing ones.
  • Use Case: Regularly run this skill to keep your Claude Code skills collection up-to-date with the latest community innovations and maintain a high standard of quality across all skills.

Quick Start

Run the ss-self-evolve skill to discover trending skills and identify improvements for the repo.

Frequently Asked Questions about ss-self-evolve

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

FAQPage Schema
How do I automate discovering trending GitHub skills for my repository?▼

Automate discovering trending GitHub skills by using a loop that scans GitHub via the gh CLI, diffs new findings against existing skills, and generates a structured improvement plan.

What is the best way to keep a Claude Code skills collection up-to-date?▼

Keeping a Claude Code skills collection up-to-date involves autonomously discovering trending skills on GitHub, studying their implementations, and integrating valuable patterns into your repository.

How does comparative analysis work when integrating new skills into a repository?▼

Comparative analysis works by generating a structured diff that compares newly discovered trending skills against existing ones to identify overlapping functionality and actionable improvement opportunities.

Does the autonomous repository evolution process require manual confirmation?▼

Yes, the autonomous repository evolution process operates in a loop but explicitly requires user confirmation for high-risk changes before committing and pushing updates to the skills repository.

What prerequisites do I need to automate skill discovery and repository evolution?▼

To automate skill discovery and repository evolution, you need the gh CLI installed and configured to scan GitHub for trending skills, analyze implementations, and push committed updates.

Are there limitations to autonomously evolving a skills repository?▼

Limitations include the requirement for manual user confirmation on high-risk changes, meaning the process cannot fully auto-commit all updates without human oversight during the evolution loop.

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