find-skills

Identify task goals and rank matching skills with rationale and setup notes.

252|52|Updated Mar 22, 2026
One-click install
npx skills add https://github.com/duotify/GitHubClawToolkit --skill find-skills-duotify
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: find-skills
Source: https://github.com/duotify/GitHubClawToolkit/tree/main/skills/find-skills
Command: npx skills add https://github.com/duotify/GitHubClawToolkit --skill find-skills-duotify

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This metadata creation tool helps users identify and select the most suitable Agent Skills for a given task, reducing misalignment and wasted effort.

Core Features & Use Cases

  • Identify the task goals and required capabilities.
  • Search available skill sources and shortlist candidates.
  • Recommend the best-fit skills with rationale, setup notes, and usage order.

Quick Start

Provide a task description and I will identify, source, and rank the best matching skills with rationale.

Frequently Asked Questions about find-skills

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

FAQPage Schema
How do I discover the right skills for a specific project?

To discover the right skills, provide a task description to identify goals, analyze available sources, and evaluate candidates. You receive a ranked shortlist with rationales, ensuring consistent naming and clear evaluation criteria for immediate activation.

What is skill recommendation and how does it work?

Skill recommendation is the process of matching task goals to required capabilities. It works by analyzing available skill sources, evaluating candidates against your requirements, and presenting a ranked shortlist with actionable setup notes and rationales.

Can I use skill discovery across multiple domains?

Yes, you can apply skill discovery across multiple domains. The tool analyzes available skill sources universally, evaluating candidates and shortlisting them based on the required capabilities of your specific task, regardless of the domain.

What's the best way to evaluate candidates and shortlist skills?

The best way to evaluate candidates and shortlist skills is to apply consistent naming and clear evaluation criteria. The tool analyzes available sources and ranks matches with rationales and setup notes, enabling immediate activation.

Do I need specific dependencies to search skill sources?

No specific dependencies are required to search skill sources. You simply provide a task description, and the tool analyzes available sources to produce a ranked shortlist of best-fit skills with rationales and usage order.

Why does my skill search result in wasted effort and misalignment?

Skill searches result in wasted effort and misalignment when task goals are not properly matched to required capabilities. Identifying goals and evaluating available sources with clear criteria prevents this by ensuring accurate skill recommendation.