skill-creator

Create, modify, and optimize AI skills with Python scripts.

1|Updated Jun 23, 2026

Search Tags:#testing #skill creation #benchmarking #skill optimization #AI skill development

Ready to run

npx skills add https://github.com/vitorlopes-coder/react-harness --skill skill-creator-vitorlopes-coder

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: skill-creator
Source: https://github.com/vitorlopes-coder/react-harness/tree/main/.agents/skills/skill-creator%20copy
Command: npx skills add https://github.com/vitorlopes-coder/react-harness --skill skill-creator-vitorlopes-coder

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires python, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill provides a comprehensive toolkit for creating, modifying, and optimizing AI skills, streamlining the development process and improving performance.

Core Features & Use Cases

Skill Creation: Guides the user through the process of creating new skills from scratch.
Skill Modification: Enables the editing and improvement of existing skills.
Skill Evaluation: Provides tools for testing and benchmarking skill performance.
Description Optimization: Offers techniques for enhancing skill descriptions for better triggering accuracy.
Use Case: Imagine you need a new skill for extracting data from PDFs. Use this Skill to draft the skill, write test cases, evaluate the results, and optimize the skill's description.

Quick Start

Use the skill-creator to generate a new skill for extracting data from PDFs and run tests to validate its performance.

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 test AI skills from scratch?▼

To create and test AI skills, this Skill guides you through drafting descriptions, writing test cases, and running benchmarks to validate performance. It automates the end-to-end skill development process using Python scripts and reference files.

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

Optimizing AI skill descriptions involves using provided techniques to refine text for better triggering accuracy. This Skill evaluates and modifies your existing skill definitions to improve performance and ensure correct activation in relevant scenarios.

Do I need Python to benchmark and modify AI skills?▼

Yes, you need Python installed to execute the required scripts for this AI skill development workflow. Python dependencies are necessary to run the benchmarking, modification, and evaluation processes effectively.

Can I evaluate skill performance before deploying an AI automation?▼

You can evaluate skill performance before deployment by running the built-in testing and benchmarking tools. This validates your AI skill's logic and description accuracy to ensure reliable execution in production environments.

Why does my AI skill description fail to trigger correctly in search?▼

AI skill descriptions fail to trigger correctly when they lack proper optimization and testing. This Skill diagnoses performance issues by applying benchmarking techniques to refine your text, improving the triggering accuracy for your specific use cases.