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WangXianan456
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skill-creator

Create and optimize AI skills with SKILL.md files and test cases.

1|Updated May 7, 2026
Search Tags:#skill creation#AI development#skill optimization#AI skill#SKILL.md
One-click install
npx skills add https://github.com/WangXianan456/ai-team-core --skill skill-creator-wangxianan456
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: skill-creator
Source: https://github.com/WangXianan456/ai-team-core/tree/main/skills/anthropic_imports/skill-creator
Command: npx skills add https://github.com/WangXianan456/ai-team-core --skill skill-creator-wangxianan456

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill empowers users to easily create, modify, and optimize skills, making it accessible to individuals with varying levels of technical expertise.

Core Features & Use Cases

  • Skill Creation: Guide users through the process of defining, writing, and testing a new skill.
  • Skill Modification: Allow users to edit existing skills based on feedback and testing results.
  • Skill Optimization: Provide tools for benchmarking and improving skill performance.
  • Use Case: Imagine a user wants to create a skill that extracts specific data from a PDF. The Skill Creator can help with every step, from capturing user intent, writing the skill, creating test cases, evaluating results, to optimizing the skill description for better triggering accuracy.

Quick Start

Use the skill-creator skill to create a new skill for extracting data from PDF files.

Frequently Asked Questions about skill-creator

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

FAQPage Schema
How do I create an AI skill from scratch?▼

To create an AI skill, use this interactive process to define skill intent, write the SKILL.md file, generate test cases, and optimize the description for accurate triggering.

What is SKILL.md and how does it work for AI development?▼

SKILL.md is the core file generated during AI skill creation to define your custom capability, which the system then evaluates and optimizes for better triggering accuracy.

Can I optimize an existing AI skill without coding experience?▼

Yes, you can modify and optimize existing AI skills by running benchmarking tests and applying feedback to improve skill performance and triggering accuracy.

How do I generate test cases for my custom AI skill?▼

Generate test cases for custom AI skills by defining the skill intent, which the system then uses to evaluate results and benchmark performance for optimization.

What is the best way to improve AI skill triggering accuracy?▼

The best way to improve AI skill triggering accuracy is through skill optimization, which benchmarks performance and refines descriptions based on test case evaluations.

Does skill creation require technical expertise to build custom capabilities?▼

Skill creation does not require deep technical expertise, as the interactive process guides you through defining intent, writing files, and testing for custom capabilities.

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