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skill-creator

Create AI skills with SKILL.md files and automated evaluations.

1|Updated Feb 7, 2016
Search Tags:#automation#skill development#testing#AI tools#prompt engineering#evaluation
One-click install
npx skills add https://github.com/ynotradio/site --skill skill-creator-ynotradio
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: skill-creator
Source: https://github.com/ynotradio/site/tree/main/.claude/skills/skill-creator
Command: npx skills add https://github.com/ynotradio/site --skill skill-creator-ynotradio

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill streamlines the entire process of creating, improving, and evaluating AI-powered skills, making it accessible for users of all technical backgrounds.

Core Features & Use Cases

  • Skill Creation: Guides users through defining intent, writing SKILL.md, and structuring skill resources.
  • Iterative Improvement: Facilitates testing, evaluation, and refinement of skills based on performance metrics and user feedback.
  • Description Optimization: Automatically tunes skill descriptions for optimal triggering accuracy.
  • Use Case: You have an idea for a new AI capability, like summarizing meeting notes. Use this Skill to draft the initial skill, test it with sample prompts, analyze the results, and refine the skill's instructions and description until it performs perfectly.

Quick Start

Use the skill creator to help me build a new skill that can summarize technical documents.

Frequently Asked Questions about skill-creator

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

FAQPage Schema
How do I build and test AI skills from scratch?▼

AI skill development involves defining intent, writing a SKILL.md file, structuring resources, and running iterative automated evaluations to benchmark performance until the skill is production-ready.

What is the process for refining existing AI skills?▼

Refining AI skills requires running automated evaluations, analyzing performance metrics against user feedback, and updating instructions to improve triggering accuracy and overall capability.

Can I automate prompt engineering evaluations for my AI tools?▼

Yes, you can automate prompt engineering evaluations by deploying testing scripts to benchmark AI tool performance, analyze sample prompt results, and iteratively refine instructions.

How do I optimize skill descriptions for better triggering accuracy?▼

Optimizing skill descriptions for triggering accuracy is achieved by automatically tuning text based on performance benchmarking and evaluation results to enhance discoverability.

Do I need prior coding experience for AI skill development?▼

No extensive coding experience is strictly required for AI skill development, as the process streamlines creation, testing, and refinement to make building accessible for all technical backgrounds.

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