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find-skill

Search existing skills and vault knowledge, then suggest new skill scaffolding.

Updated Aug 23, 2026
Search Tags:#knowledge retrieval#workflow automation#skill discovery#agent augmentation#capability search
One-click install
npx skills add https://github.com/AndersonsRepo/AI-Harness --skill find-skill
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: find-skill
Source: https://github.com/AndersonsRepo/AI-Harness/tree/main/.claude/skills/find-skill
Command: npx skills add https://github.com/AndersonsRepo/AI-Harness --skill find-skill

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill ensures that when a user requests a capability, the system first attempts to find an existing skill or relevant knowledge before stating it cannot fulfill the request.

Core Features & Use Cases

  • Skill Discovery: Searches for existing skills based on user queries.
  • Knowledge Retrieval: Looks for relevant information in the vault if no direct skill is found.
  • New Skill Suggestion: Guides users on how to create new skills if none exist.
  • Use Case: A user asks, "How do I summarize long articles?" The skill will first search for a summarization skill, then look for related learnings in the vault, and finally suggest creating a new skill if nothing is found.

Quick Start

Use the find-skill skill to search for a skill that can convert audio files to text.

Frequently Asked Questions about find-skill

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

FAQPage Schema
How do I discover existing skills or capabilities for a specific task?▼

To discover existing skills, this tool searches through skill definitions, vault learnings, shared knowledge, and heartbeat tasks to find a match for your requested capability. It checks available resources before concluding no match exists.

What happens when no existing skill matches my requested capability?▼

When no existing skill matches your request, the system suggests creating a new skill and provides guidance on scaffolding it. This ensures you have a clear path forward to build the missing capability rather than hitting a dead end.

How do I search for knowledge in the vault related to a task I need to perform?▼

Searching the vault retrieves relevant stored learnings and shared knowledge when a direct skill is not found. This knowledge retrieval mechanism acts as a fallback to surface information related to your specific task query.

Can I use this to find a skill for workflow automation and agent augmentation?▼

Yes, you can use this to find skills for workflow automation and agent augmentation by querying the specific capability you need. It searches all available skill definitions and knowledge sources to locate matching automation tools.

What is the best way to scaffold a new skill if capability search returns nothing?▼

The best way to scaffold a new skill is to follow the guidance provided by this tool when no match is found. It offers actionable steps to create a new skill definition that fulfills your missing capability requirement.

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