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skill-creator

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

162|10|Updated Mar 11, 2026
Search Tags:#skill development#workflow automation#prompt engineering#optimization#evaluation#ai agent
One-click install
npx skills add https://github.com/wpsnote/wpsnote-skills --skill skill-creator-wpsnote
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: skill-creator
Source: https://github.com/wpsnote/wpsnote-skills/tree/main/skill-creator
Command: npx skills add https://github.com/wpsnote/wpsnote-skills --skill skill-creator-wpsnote

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 evaluating custom AI skills, making AI development accessible and efficient.

Core Features & Use Cases

  • Skill Creation: Guides users through defining intent, writing SKILL.md, and structuring skill directories.
  • Iterative Improvement: Facilitates testing, feedback collection, and refinement of skills based on performance metrics.
  • Description Optimization: Automatically tunes skill descriptions for optimal triggering accuracy.
  • Use Case: You have an idea for a new AI capability. Use this Skill to turn that idea into a functional, well-tested, and easily discoverable AI skill.

Quick Start

Use the skill creator to help me build a new skill that can summarize meeting transcripts.

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 structure a custom AI skill from an initial concept?▼

To build a custom AI skill, you need to define the intent, write the SKILL.md file, and structure the skill directories to facilitate end-to-end skill development from concept to deployment.

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

The best way to optimize AI skill descriptions is through automated description tuning, which refines the text to enhance discoverability and ensure optimal triggering accuracy within AI agent frameworks.

How does automated evaluation work for iterative AI skill improvement?▼

Automated evaluation works by facilitating iterative testing, collecting performance metrics, and benchmarking the AI skill, allowing you to refine and improve the skill based on quantitative feedback.

Can I integrate custom AI skills with existing AI agent frameworks?▼

Yes, you can integrate custom AI skills with AI agent frameworks for seamless skill integration and management, ensuring the newly created capabilities function within your established automated workflows.

Do I need prompt engineering knowledge to refine AI skills?▼

Prompt engineering knowledge is beneficial for refining AI skills, as the skill creation process involves iterative testing and description tuning to optimize performance and enhance discoverability.

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