skill-creator

Detect SKILL.md files and extract metadata into structured YAML blocks.

Updated Apr 2, 2026
One-click install
npx skills add https://github.com/Wanger-SJTU/claw_skills --skill skill-creator-wanger-sjtu
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: skill-creator
Source: https://github.com/Wanger-SJTU/claw_skills/tree/main/skill-creator
Command: npx skills add https://github.com/Wanger-SJTU/claw_skills --skill skill-creator-wanger-sjtu

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

The Skill Creator helps users draft, refine, and evaluate new skills, enabling rapid iteration from concept to tested implementation.

Core Features & Use Cases

  • Draft and iterate: Start with a skill concept, produce a draft SKILL.md, and progressively improve it through feedback and testing.
  • Evaluate and benchmark: Run eval prompts and compare results to tune performance and triggering accuracy.
  • Reference and assets: Organize supporting docs, scripts, and templates to streamline skill development.

Quick Start

Draft a new skill from user input, run initial prompts through a test harness, and iterate based on feedback.

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 iterate on a new skill from a concept?

To create a new skill, you draft a SKILL.md file with proper YAML frontmatter including name and description. You then progressively improve the skill through feedback, testing, and running evaluation prompts to tune performance.

What is the best way to benchmark and evaluate skill performance?

Benchmarking skill performance involves running evaluation prompts and comparing results. This testing process helps tune triggering accuracy and refine the skill's behavior to ensure reliable operation before deployment.

What metadata is required in a YAML frontmatter for skill creation?

Valid skill creation requires a root SKILL.md file with YAML frontmatter containing at least the name and description fields. The system extracts additional metadata like category, keywords, dependencies, and components to catalog the unit.

Does this skill creation tool support automated documentation extraction?

Yes, the tool automates documentation extraction by identifying valid Skill Units and reading their YAML frontmatter. It produces a structured YAML block with fields like name, tagline, complexity, and toxicity_check.

Can I organize supporting scripts and templates for skill development?

Yes, you can organize supporting docs, scripts, and templates to streamline skill development. This allows you to manage reference materials and assets alongside your core SKILL.md file during iteration.