skssearch

Search the SkillsMP skill library using English keywords.

114|12|Updated Jan 22, 2026
One-click install
npx skills add https://github.com/OpenDCAI/Mycel --skill skssearch
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: skssearch
Source: https://github.com/OpenDCAI/Mycel/tree/main/.claude/skills/skssearch
Command: npx skills add https://github.com/OpenDCAI/Mycel --skill skssearch

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill helps users find relevant AI skills from the SkillsMP repository when they describe a need or ask about a specific capability.

Core Features & Use Cases

  • Skill Discovery: Search the SkillsMP library using English keywords.
  • Keyword Generation Guidance: Provides a structured approach to generating effective English keywords from user requests, prioritizing skill-like terminology.
  • Use Case: A user asks, "Help me find a skill to review my code." The skssearch skill, guided by its keyword generation logic, would search for terms like "code review" or "reviewer" to find suitable skills.

Quick Start

Search for skills related to writing documentation by running python3 "$(git rev-parse --show-toplevel 2>/dev/null)/.claude/skills/skssearch/search.py" "documentation writer".

Frequently Asked Questions about skssearch

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

FAQPage Schema
How do I search for AI skills in a repository using English keywords?

To search for AI skills, you query a skill library using action-oriented English keywords. This generates relevant terms from your request and matches them against available skills to return applicable results.

What is the best way to find a skill for a specific task like code review?

The best way to find a skill for a specific task is to use action-oriented and domain-specific terms. Searching for keywords like "code review" or "reviewer" yields targeted AI capabilities for your needs.

Can I use semantic search to discover AI tools when I don't know the exact name?

Yes, you can use semantic search to discover AI tools without exact names. The search supports AI-driven semantic matching to broaden results beyond direct keyword searches, helping you find relevant skills.

Does the skill search support natural language queries or only exact keyword matching?

Skill search supports both exact keyword matching and AI-driven semantic searches. This dual approach broadens results by interpreting natural language requests and generating effective English keywords.

How do I generate effective keywords to find the right AI skill?

You generate effective keywords by prioritizing action-oriented and domain-specific terms. Structured guidance helps translate your user request into skill-like terminology, ensuring accurate search results.

Do I need Python to run a search for skills like a documentation writer?

Yes, you need Python to run the search script. You execute the search by running a Python command with your target keywords, such as "documentation writer", to find suitable skills.