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skill-creator

Guide creation, modification, and optimization of AI skills with Python.

4|Updated Jan 28, 2026
Search Tags:#skill creation#benchmarking#AI development#skill optimization#AI skill testing
One-click install
npx skills add https://github.com/hwj123hwj/custom-skills --skill skill-creator-hwj123hwj
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: skill-creator
Source: https://github.com/hwj123hwj/custom-skills/tree/main/.claude/skills/skill-creator
Command: npx skills add https://github.com/hwj123hwj/custom-skills --skill skill-creator-hwj123hwj

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires pypdf, pdfplumber, pdf2image, requests, jsonschema, numpy, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This Skill simplifies the process of creating, modifying, and optimizing AI skills, allowing users to efficiently iterate on skill development and performance.

Core Features & Use Cases

  • Skill Creation: Guided steps to create new skills from scratch.
  • Skill Editing: Edit and refine existing skills with detailed feedback.
  • Skill Testing: Execute test cases to evaluate skill performance.
  • Benchmarking: Compare skill performance against baselines.
  • Description Optimization: Improve skill triggering accuracy with advanced analysis.
  • Use Case: For users who need to develop a new AI skill or improve an existing one, this Skill streamlines the process from concept to implementation, providing a structured approach to skill creation and iteration.

Quick Start

Run the skill creator to get started. Provide a brief description of the skill you want to create or modify, and follow the step-by-step instructions provided by the Skill.

Frequently Asked Questions about skill-creator

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

FAQPage Schema
How do I create and optimize AI skills from scratch?▼

To create and optimize AI skills, you provide a brief description of the desired skill and follow guided steps for creation, modification, and performance testing to iterate efficiently.

What is the best way to benchmark AI skill performance against baselines?▼

The best way to benchmark AI skill performance is by executing test cases within the skill development environment to compare current performance metrics against established baselines.

Do I need Python to execute AI skill testing and script analysis?▼

Yes, you need Python installed for script execution and analysis, as the skill development, benchmarking, and optimization processes rely on Python-based scripts and libraries.

Can I improve skill triggering accuracy with description optimization?▼

Yes, you can improve skill triggering accuracy through description optimization, which uses advanced analysis to refine how existing skills are triggered and evaluated.

How does guided skill modification help with AI development iteration?▼

Guided skill modification helps with AI development iteration by providing detailed feedback on existing skills, allowing users to refine triggers, test performance, and optimize descriptions systematically.

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