skill-creator

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

Updated Mar 2, 2026
One-click install
npx skills add https://github.com/DMT123/claude-skills-collection --skill skill-creator-dmt123
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: skill-creator
Source: https://github.com/DMT123/claude-skills-collection/tree/main/core/skill-creator
Command: npx skills add https://github.com/DMT123/claude-skills-collection --skill skill-creator-dmt123

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 new AI skills and improving existing ones, from initial concept to performance optimization.

Core Features & Use Cases

  • Skill Creation: Guides users through defining intent, writing SKILL.md, and structuring skill components.
  • Iterative Improvement: Facilitates testing, evaluation, and refinement of skills based on user feedback and performance metrics.
  • Performance Benchmarking: Runs automated tests and provides detailed analysis to measure and improve skill accuracy and efficiency.
  • Description Optimization: Fine-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 logic and description until it performs reliably.

Quick Start

Use the skill creator to start building a new skill for summarizing user feedback.

Frequently Asked Questions about skill-creator

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I build an AI skill from scratch?

To build an AI skill, you define the intent, write the SKILL.md file, and structure the necessary components. This skill guides the entire creation lifecycle, from initial concept drafting to structuring the final package.

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

Optimizing AI skill descriptions involves fine-tuning the text for optimal triggering accuracy. This skill evaluates and refines your descriptions to ensure the correct skill is activated when users submit relevant prompts.

Can I run automated evaluations to benchmark existing skill performance?

You can run automated evaluations to benchmark existing skill performance. This skill executes test cases, analyzes performance metrics, and provides detailed analysis to measure and improve skill accuracy and efficiency.

How does iterative improvement work for prompt engineering and code generation skills?

Iterative improvement for prompt engineering works by testing, evaluating, and refining skills based on user feedback and performance metrics. You adjust the logic iteratively until the skill performs reliably across test scenarios.

Do I need prior prompt engineering experience to refine AI skills?

You do not need extensive prior prompt engineering experience to refine AI skills. The process guides you through defining intent, running automated evaluations, and applying performance benchmarks to iterate effectively.