skill-discovery

Run a discovery script to match user tasks with existing skills.

24|Updated Jan 25, 2026
One-click install
npx skills add https://github.com/MaTriXy/auto-skill --skill skill-discovery-matrixy
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: skill-discovery
Source: https://github.com/MaTriXy/auto-skill/tree/main/skills/skill-discovery
Command: npx skills add https://github.com/MaTriXy/auto-skill --skill skill-discovery-matrixy

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill helps users by automatically finding and suggesting pre-existing workflow patterns (skills) that match their current task, streamlining complex or repetitive actions.

Core Features & Use Cases

  • Proactive Skill Suggestion: Recommends relevant skills based on the user's intent.
  • Workflow Pattern Matching: Identifies multi-step tasks that can be automated by existing skills.
  • Use Case: When a user asks to "find all the TODO comments and update them," this skill can suggest a "search-and-fix-workflow" skill that automates this process.

Quick Start

Use the skill discovery to find a skill for the task "find and update todos".

Frequently Asked Questions about skill-discovery

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

FAQPage Schema
How do I automate multi-step workflow patterns like search and fix in my code?

Workflow pattern matching identifies multi-step tasks like "search and fix" or "read and edit" and suggests pre-existing skills to automate the process. It analyzes your task summary and recommends a matching workflow with a confidence score.

Can I get proactive skill suggestions for task automation based on my current request?

Yes, proactive skill suggestion analyzes your current request intent and automatically offers relevant workflow patterns. It searches for auto-generated skills matching your task summary and presents the best match for immediate loading.

How does skill discovery match my task to an existing workflow pattern?

Skill discovery runs a discovery script using a summary of your current task to find matching workflow patterns. It evaluates pattern matching against existing skills and presents the best match along with its confidence score and execution method.

What's the best way to find a skill to handle repetitive multi-step code generation tasks?

The best way is using skill discovery to search for pre-existing workflow patterns matching your code generation or task automation needs. It automatically identifies relevant skills from your task summary and offers to load them directly.

When should I use skill discovery for workflow automation instead of manual task execution?

Use skill discovery for workflow automation when your request involves multi-step tasks like "find and update" or "read and edit" that might benefit from a previously learned workflow pattern. It streamlines complex repetitive actions by suggesting matching skills.

Do I need any dependencies installed to run the skill discovery script?

No dependencies are required to run the skill discovery script. It operates independently using its built-in scripts component to search for and load auto-generated skills matching your current task summary.