skills.rest
wx-chevalier
wx-chevalierCOMMUNITY
Explore all skills by this author →
WebsiteGitHub

skill-creator

Create, test, and optimize AI skills with SKILL.md and evaluation workflows.

10|2|Updated Mar 3, 2026
Search Tags:#prompt engineering#ai development#skill creation#benchmarking#evaluation#skill optimization
One-click install
npx skills add https://github.com/wx-chevalier/Awesome-Agent-Skills --skill skill-creator-wx-chevalier
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: skill-creator
Source: https://github.com/wx-chevalier/Awesome-Agent-Skills/tree/main/claude/skill-creator
Command: npx skills add https://github.com/wx-chevalier/Awesome-Agent-Skills --skill skill-creator-wx-chevalier

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill streamlines the entire process of creating and improving AI skills, from initial concept to robust performance testing.

Core Features & Use Cases

  • Skill Creation: Guides users through defining intent, writing SKILL.md, and structuring skill directories.
  • 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 developer wants to create a new skill to summarize meeting transcripts. They use this Skill to draft the SKILL.md, write test cases, run evaluations, analyze the results, and iterate on the skill's instructions and description until it performs reliably.

Quick Start

Use the skill-creator to help me build a new skill that can generate Python docstrings from function definitions.

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 for autonomous agents?▼

To create and test AI skills, define the intent, write the SKILL.md file, and structure the directories. You then generate test cases, run performance benchmarking, and iterate on prompt engineering until the skill performs reliably.

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

Optimizing skill descriptions involves automatically tuning the text to improve triggering accuracy. This uses evaluation frameworks to perform quantitative and qualitative analysis on how well the skill activates for intended prompts.

Can I use this skill to benchmark and evaluate prompt engineering performance?▼

Yes, you can benchmark and evaluate prompt engineering performance. The skill integrates with evaluation frameworks to generate test cases and provide quantitative and qualitative analysis for iterative development workflows.

Do I need the anthropic dependency to build AI skills with this tool?▼

Yes, the anthropic dependency is required. It provides the necessary framework integration for intent capture, prompt engineering, and the evaluation testing needed to build and refine AI skills.

How does iterative development work when modifying AI skills?▼

Iterative development works by testing, evaluating, and refining AI skills based on performance metrics and user feedback. You analyze benchmarking results and modify instructions and descriptions until the skill performs reliably.

Related Skills

Explore More Software Engineering Skills→
unfinishablemapunfinishablemap
3

expand-topic

Generate a publish-ready article draft from a topic prompt.

Community
Intermediate
luminos-accessibilityluminos-accessibility
2

skill-creator

Create, modify, and evaluate Claude Skills with SKILL.md and benchmarking workflows.

Official
Advanced
PlagueHOPlagueHO
1

convert-prompt-to-skill

Convert GitHub Copilot .prompt.md files into SKILL.md Agent Skill directories.

Community
Intermediate
acd19mlacd19ml

skill-creator

Create, test, evaluate, and optimize AI skills with SKILL.md files.

Community
Advanced