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skill-creator

Create, edit, and optimize AI skills using Python scripts and Markdown documentation.

1|Updated Mar 13, 2026
Search Tags:#skill creation#AI development#skill optimization#skill evaluation#skill modification
One-click install
npx skills add https://github.com/zihan987/zihan-Sage --skill skill-creator-zihan987
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: skill-creator
Source: https://github.com/zihan987/zihan-Sage/tree/main/app/skills/skill-creator
Command: npx skills add https://github.com/zihan987/zihan-Sage --skill skill-creator-zihan987

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill streamlines the process of creating, modifying, and optimizing AI skills, enabling users to develop and refine their own AI capabilities efficiently.

Core Features & Use Cases

  • Skill Creation: Facilitate the creation of new skills from scratch.
  • Skill Modification: Provide tools to edit and improve existing skills.
  • Skill Evaluation: Run tests and gather feedback to enhance skill performance.
  • Use Case: Suppose you want to create a skill for generating detailed summaries of articles. This Skill guides you through the process, from defining the skill's purpose to optimizing its description for better triggering accuracy.

Quick Start

Start by using the skill-creator to guide the user through the process of creating a new skill. Provide the necessary prompts and instructions to capture the skill's intent, design test cases, and iteratively refine the skill 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 a new AI skill from scratch?▼

To create an AI skill, use this framework to capture user intent, design test cases, and iteratively refine descriptions using Python scripts and Markdown documentation for structured skill creation.

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

Optimizing AI skill descriptions involves iteratively refining the text based on test feedback to improve triggering accuracy. This framework provides tools to run tests and gather performance data for description optimization.

Can I modify and improve existing AI skills using Python scripts?▼

Yes, you can modify existing AI skills using the provided Python scripts. The framework offers tools to edit, run tests, and gather feedback to enhance the performance of your current skills.

How does skill evaluation work when testing AI capabilities?▼

Skill evaluation works by running structured tests and gathering feedback to measure and enhance skill performance. You design test cases during creation and use the results to iteratively refine the skill.

Do I need Python to use this skill creation framework?▼

Yes, Python scripts are utilized for structured skill creation and evaluation. The framework relies on Python and Markdown documentation to guide the process of capturing intent and designing tests.

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