Skill Discovery

Search external sources for reusable skills and classify candidates for reuse.

54|16|Updated Feb 2, 2026
One-click install
npx skills add https://github.com/chemistrywow31/A-Team --skill skill-discovery-chemistrywow31
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: Skill Discovery
Source: https://github.com/chemistrywow31/A-Team/tree/main/.agents/skills/skill-discovery
Command: npx skills add https://github.com/chemistrywow31/A-Team --skill skill-discovery-chemistrywow31

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill automates the process of finding and evaluating existing external skills, preventing the redundant creation of new ones and promoting code reuse.

Core Features & Use Cases

  • Automated Skill Search: Scans multiple enabled sources for relevant skills based on a given capability.
  • Candidate Scoring: Evaluates potential skills across dimensions like relevance, quality, freshness, and adoption.
  • Decision Support: Provides clear recommendations on whether to reuse, reference, or discard discovered skills.
  • Use Case: Before building a new skill for "generating social media posts," use this Skill to discover if a suitable one already exists on platforms like SkillsMP or Aitmpl.

Quick Start

Use the Skill Discovery skill to find reusable skills for the capability 'structured blog writing'.

Frequently Asked Questions about Skill Discovery

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

FAQPage Schema
How do I find reusable skills before building a new capability?

To find reusable skills, you can search external sources using a defined search workflow to fetch, deduplicate, and score candidate skills based on relevance, quality, freshness, and adoption.

What is the best way to evaluate existing external skills for reuse?

Evaluating existing external skills requires scoring candidates across defined dimensions like relevance and adoption, then classifying each discovered skill to reuse, reference, or discard.

How do I search for existing skills across multiple platforms?

Searching for existing skills across multiple platforms involves scanning enabled sources for a given capability, fetching detail pages, and deduplicating overlapping results automatically.

Can I automate skill discovery to prevent redundant code creation?

Automating skill discovery prevents redundant code creation by scanning external sources for relevant skills, scoring each candidate, and providing recommendations to reuse or reference existing solutions.

Do I need predefined scoring dimensions to search for external skills?

Yes, searching for external skills requires predefined scoring dimensions and a defined search workflow to properly evaluate and classify candidates for reuse, reference, or discard.

How do I classify discovered skills after searching external sources?

Classifying discovered skills involves scoring fetched candidates based on relevance and freshness, then sorting them into clear categories to reuse, reference, or discard.