skill-creator

Create, refine, and benchmark AI skills with structured workflows.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/ZSHYC/ASVSim_zsh111111 --skill skill-creator-zshyc
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: skill-creator
Source: https://github.com/ZSHYC/ASVSim_zsh111111/tree/main/.claude/skills/skill-creator
Command: npx skills add https://github.com/ZSHYC/ASVSim_zsh111111 --skill skill-creator-zshyc

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 it easier for anyone to build powerful custom AI capabilities.

Core Features & Use Cases

  • Skill Creation: Guides you through defining intent, writing descriptions, and structuring your skill.
  • Iterative Improvement: Facilitates testing, evaluation, and refinement of skills based on performance metrics.
  • Description Optimization: Automatically tunes skill descriptions for better 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, and optimize the description so Claude Code reliably uses it when needed.

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 build and test custom AI skills for prompt engineering?

To build and test custom AI skills, use structured workflows for intent capture, prompt engineering, and test case generation, enabling iterative refinement through performance benchmarking and execution analysis.

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

Optimizing AI skill descriptions involves automated description tuning based on evaluation metrics, ensuring the AI reliably triggers and uses the correct skill when needed during task execution.

Can I generate test cases and run evaluations for my AI skill?

Yes, you can generate test cases and run evaluations by integrating with evaluation frameworks, executing deterministic and qualitative assessments to measure skill performance and identify areas for iterative improvement.

Do I need any specific dependencies to start with AI skill development?

No specific dependencies are required to start with AI skill development. The process supports end-to-end creation using included scripts, references, and assets to facilitate intent capture and code generation.

Why does my custom AI skill fail to trigger reliably during execution?

Custom AI skills fail to trigger reliably due to unoptimized descriptions. Running performance benchmarking and automated description tuning refines the intent matching and triggering accuracy.