skill-finder

Search GitHub for SKILL.md files and rank Claude skills by fitness scores.

32|2|Updated Nov 5, 2025
One-click install
npx skills add https://github.com/tenequm/claude-plugins --skill skill-finder
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: skill-finder
Source: https://github.com/tenequm/claude-plugins/tree/main/skill-finder/skill
Command: npx skills add https://github.com/tenequm/claude-plugins --skill skill-finder

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps you discover the most relevant Claude skills for a specific task by performing semantic searches across GitHub, reading actual SKILL.md content, evaluating them against Anthropic's best practices, and scoring fitness to your exact request.

Core Features & Use Cases

  • Semantic matching to your exact use case (e.g., "pitch deck" or "data analysis")
  • Fetch and parse SKILL.md content from candidate repos
  • Qualitative quality assessment against Anthropic's best practices
  • Fitness scoring to rank how well a skill matches your request
  • Actionable recommendations, not just popularity

Quick Start

Example: "Find me a skill for creating pitch decks" or "What's the best skill for automated data analysis" and Claude returns top matches with fitness scores.

Frequently Asked Questions about skill-finder

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

FAQPage Schema
How do I find the right Claude skill for my specific task?▼

Semantic search across GitHub identifies Claude skills matched to your exact use case. The skill evaluates SKILL.md content, applies Anthropic best-practices assessment, and ranks candidates by fitness score so you get actionable recommendations tailored to tasks like pitch decks or data analysis.

What makes a Claude skill the best fit for my workflow?▼

Fitness scoring evaluates how well a skill addresses your requirements by reading actual implementation details from SKILL.md files and assessing them against Anthropic best practices. Higher scores indicate better alignment with your specific task.

Can I search for skills by describing what I need to accomplish?▼

Yes. Describe your task in plain language—such as 'create a pitch deck' or 'automate data analysis'—and semantic search finds relevant skills. The skill then fetches and analyzes candidates from GitHub repositories and returns ranked matches with fitness scores.

How does this skill evaluate GitHub repositories for Claude skill quality?▼

It reads SKILL.md documentation from candidate repositories, assesses implementation against Anthropic best-practices standards, and computes fitness scores. This ensures recommendations reflect actual quality and functionality, not just repository popularity.

What's the difference between searching for skills by popularity versus fitness?▼

Popularity-based results may not solve your specific problem. Fitness scoring ranks skills by how closely their implementation matches your exact requirements and adherence to best practices, delivering recommendations tailored to your task context.