What sources does the Search Skill check?

It uses a tiered approach, starting with official Anthropic repositories and curated lists like VoltAgent, before expanding to GitHub-wide searches and SkillHub.

Does this skill automatically install new plugins?

No, it follows an 'inspect, adapt, own' philosophy, providing verdicts on which patterns to study or adapt rather than performing blind installations.

What is the toothbrush filter used for evaluation?

The toothbrush filter is a quality rubric that checks for token efficiency (ideally <500 tokens), clear trigger keywords, and single-responsibility design.

How does it handle token limits for Claude?

The skill specifically flags and warns against skills that exceed 2000 tokens to ensure your Claude instance remains performant and cost-effective.

Claude Skill Search & Discovery

Name: Claude Skill Search & Discovery
Author: digital-stoic-org

bydigital-stoic-org

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Developer Tools

Finds and evaluates high-quality Claude Code skills from curated repositories and community sources using a quality-first filtering approach.

The Search Skill empowers developers to discover, analyze, and benchmark Claude Code skills before implementation. It performs tiered searches across official Anthropic repositories, curated 'awesome' lists, and the broader GitHub community to find relevant capabilities. By applying a 'toothbrush filter'—evaluating token efficiency, trigger clarity, and single-responsibility patterns—the skill provides a detailed comparison report. This allows users to study best practices and adapt proven patterns for their own workflows rather than importing third-party code blindly.

Key Features

01Tiered search across official Anthropic, VoltAgent, and GitHub community sources

02Detailed comparison reports with quality ratings and 'Study/Adapt/Ignore' verdicts

034 GitHub stars

04Raw SKILL.md analysis to evaluate actual implementation details over marketing text

05Automated 'toothbrush filter' quality rubric for performance and token efficiency

06Pattern recognition to identify reusable design logic across multiple search results

Use Cases

01Evaluating community-made skills for token efficiency and security before use

02Searching for existing skill implementations to avoid reinventing the wheel

03Benchmarking custom skills against official Anthropic design patterns

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add digital-stoic-org/agent-skills search-skill

For use in Claude.ai and ChatGPT

Download Skill