skill-creator

Create, test, and optimize AI skills with automated evaluations.

Updated Sep 22, 2025
One-click install
npx skills add https://github.com/Menschlichkeit-Osterreich/menschlichkeit-oesterreich-development --skill skill-creator-menschlichkeit-osterreich
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: skill-creator
Source: https://github.com/Menschlichkeit-Osterreich/menschlichkeit-oesterreich-development/tree/main/.agents/skills/skill-creator
Command: npx skills add https://github.com/Menschlichkeit-Osterreich/menschlichkeit-oesterreich-development --skill skill-creator-menschlichkeit-osterreich

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, modifying, and improving AI skills, making it accessible even for those new to AI development.

Core Features & Use Cases

  • Skill Creation: Guides users through defining a skill's purpose, triggers, and output.
  • Iterative Improvement: Facilitates testing, evaluation, and refinement of existing skills.
  • Performance Benchmarking: Runs quantitative evals to measure and compare skill performance.
  • Description Optimization: Automatically refines skill descriptions for better AI triggering accuracy.
  • Use Case: You have an idea for a new AI skill to summarize meeting notes. Use this Skill to draft the SKILL.md, write test cases, run evaluations against Claude, analyze the results, and iterate on the skill until it performs perfectly.

Quick Start

Use the skill-creator to start building a new skill for summarizing meeting notes.

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 an AI agent skill from scratch?

You can build an AI skill by defining its intent, triggers, and output formats, then using automated evaluation and benchmarking to iteratively refine its performance until it meets your requirements.

What is automated skill evaluation and how does it improve prompt engineering?

Automated skill evaluation runs quantitative benchmarks to measure AI performance, enabling prompt engineering optimization by analyzing results and iteratively refining skill descriptions for better triggering accuracy.

Can I optimize AI skill descriptions for better triggering accuracy?

Yes, you can optimize AI skill descriptions for triggering accuracy by using description tuning tools that automatically refine the text, ensuring the AI activates the correct skill based on user intent.

Do I need prior AI development experience to create and modify skills?

No, you do not need prior AI development experience to create and modify skills, as the lifecycle process streamlines creation, testing, and optimization to make AI development accessible for beginners.

What is the best way to evaluate and benchmark AI agent performance?

The best way to evaluate and benchmark AI agent performance is to write test cases, run quantitative evaluations against the AI, analyze the results, and iteratively refine the skill based on the data.