skill-creator

Create, refine, and evaluate AI skills with Python scripting.

1|Updated May 10, 2026
One-click install
npx skills add https://github.com/Cuki2910/M2G-NET --skill skill-creator-cuki2910
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: skill-creator
Source: https://github.com/Cuki2910/M2G-NET/tree/main/.agents/skills/skill-creator
Command: npx skills add https://github.com/Cuki2910/M2G-NET --skill skill-creator-cuki2910

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires skilled, evaluate, optimize, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill streamlines the creation, modification, and optimization of AI skills, enabling users to rapidly iterate and improve their models.

Core Features & Use Cases

  • Skill Creation: Assist users in crafting new skills from scratch.
  • Skill Modification: Refine existing skills based on user feedback.
  • Skill Evaluation: Run evaluations to test and benchmark skill performance.
  • Description Optimization: Optimize skill descriptions for better triggering accuracy.
  • Use Case: A user wants to create a skill that summarizes news articles. The Skill Creator guides them through the process, providing prompts, running tests, and iterating based on feedback.

Quick Start

I want to create a skill that summarizes news articles.

Frequently Asked Questions about skill-creator

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

FAQPage Schema
How do I iterate and improve AI skill triggering accuracy?

To improve AI skill triggering accuracy, use skill evaluation tools to run benchmark tests on your models and optimize descriptions iteratively. This process refines performance based on direct testing feedback.

What is the best way to design and evaluate AI skills from scratch?

The best way to design and evaluate AI skills is using an iterative development framework that guides creation, runs performance benchmarks, and refines models based on evaluation feedback.

Do I need Python to script and evaluate AI skill models?

Yes, you need Python to script and evaluate AI skill models. The skill creation process requires Python and various libraries to run evaluations and support iterative development workflows.

Can I modify existing AI skills based on user feedback?

You can modify existing AI skills by refining their definitions and running new evaluations. This iterative modification process ensures the updated skill meets performance and triggering accuracy requirements.

How does skill evaluation benchmarking work during AI development?

Skill evaluation benchmarking works by testing AI models against defined metrics to measure performance. This mechanism identifies triggering inaccuracies, enabling developers to optimize descriptions and iterate confidently.