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adrianschmidt
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skill-creator

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

Updated Aug 23, 2026
Search Tags:#skill development#testing#prompt engineering#optimization#evaluation#ai skills
One-click install
npx skills add https://github.com/adrianschmidt/workspace-config --skill skill-creator-adrianschmidt
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: skill-creator
Source: https://github.com/adrianschmidt/workspace-config/tree/main/claude/skills/skill-creator
Command: npx skills add https://github.com/adrianschmidt/workspace-config --skill skill-creator-adrianschmidt

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 testing AI-powered skills, making it easier to build powerful and accurate AI tools.

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 skill to summarize meeting notes. Use this Skill to draft the SKILL.md, create test cases, run evaluations, analyze the results, and iterate on the skill's logic and description until it performs perfectly.

Quick Start

Use the skill-creator to help me build a new skill that can draft commit messages from git diffs.

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 end-to-end?▼

To build AI skills end-to-end, define the intent, draft the SKILL.md file, create test cases, run automated evaluations, and iterate on the logic until performance benchmarks are met.

What is automated evaluation in AI skill development?▼

Automated evaluation in AI skill development is the process of running test cases against your skill to analyze performance metrics, benchmark results, and generate qualitative feedback for iterative refinement.

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

Optimize skill descriptions for triggering accuracy by automatically tuning the text to improve discoverability, ensuring the skill activates accurately when users submit relevant prompts or tasks.

Can I use prompt engineering to refine AI skill logic?▼

Yes, you can use prompt engineering to refine AI skill logic by iteratively adjusting instructions within the skill structure and evaluating the outputs against deterministic task completion criteria.

Do I need any specific dependencies to start creating AI skills?▼

No specific dependencies are required to start creating AI skills. The environment provides the necessary execution context for deterministic task completion and qualitative feedback loops during the development lifecycle.

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