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skill-creator

Create and refine AI skills with SKILL.md and automated testing.

32.5k|4.9k|Updated Feb 13, 2026
Search Tags:#skill development#testing#prompt engineering#code generation#optimization#ai tools
One-click install
npx skills add https://github.com/zeroclaw-labs/zeroclaw --skill skill-creator-zeroclaw-labs
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: skill-creator
Source: https://github.com/zeroclaw-labs/zeroclaw/tree/main/.claude/skills/skill-creator
Command: npx skills add https://github.com/zeroclaw-labs/zeroclaw --skill skill-creator-zeroclaw-labs

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 skills, making complex development accessible to 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: A user wants to create a new skill to summarize meeting notes. This Skill will help them draft the SKILL.md, write test prompts, run evaluations, analyze results, and optimize the description so Claude uses it effectively.

Quick Start

Use the skill creator to help me build a new skill that summarizes 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 create and test AI skills with structured prompt engineering?▼

Create and test AI skills by defining intents, writing SKILL.md files, and running automated tests with baselines. The skill guides you through structured authoring, quantitative evaluation, and iterative refinement to optimize performance.

What is the best way to optimize AI skill descriptions for triggering accuracy?▼

Optimize AI skill descriptions by automatically tuning them for enhanced discoverability and triggering accuracy. The skill evaluates performance metrics and adjusts descriptions so the AI triggers the correct skill effectively.

Can I run automated testing and quantitative evaluation on generated AI skills?▼

Yes, you can run automated testing with baselines and perform quantitative evaluation on generated AI skills. The skill analyzes test results to facilitate iterative improvement and ensure reliable performance.

Do I need advanced coding knowledge to use a skill creator for code generation?▼

No, you do not need advanced coding knowledge to use the skill creator for code generation. It streamlines complex development processes, making structured skill authoring accessible to users of all technical backgrounds.

What is the process for iterative refinement of AI skill development?▼

Iterative refinement of AI skill development involves testing, evaluating, and refining skills based on performance metrics and user feedback. The skill facilitates this lifecycle end-to-end, from creation to optimization.

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