skill-creator

Create and refine AI skills with SKILL.md files and evaluation tools.

Updated Apr 19, 2026
One-click install
npx skills add https://github.com/3iQ-Corp/skills --skill skill-creator-3iq-corp
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: skill-creator
Source: https://github.com/3iQ-Corp/skills/tree/main/anthropic/skill-creator
Command: npx skills add https://github.com/3iQ-Corp/skills --skill skill-creator-3iq-corp

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill provides a comprehensive toolset for creating, modifying, and optimizing AI skills, enabling users to iterate on their skills based on performance metrics and user feedback.

Core Features & Use Cases

  • Skill Creation: Draft and refine SKILL.md files for new or existing skills.
  • Performance Measurement: Run evals to test skill performance, benchmark against baselines, and analyze results.
  • Skill Optimization: Optimize skill descriptions for improved triggering accuracy and generate descriptive reports.
  • Use Case: When you need to build a new skill, or enhance an existing one, this Skill guides you through the process, from defining the intent, to creating test cases, to evaluating performance and refining the skill based on feedback.

Quick Start

Run the 'skill-creator' skill to begin the process of creating a new skill or modifying an existing one.

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 with performance measurement?

To create and optimize AI skills, you draft SKILL.md files and run evaluations to benchmark performance against baselines. This skill guides the iterative development process from defining intent to analyzing quantitative results for optimization.

What is the process for iterative improvement of skill descriptions?

Iterative improvement of skill descriptions involves creating test cases, running evaluations for quantitative analysis, and refining triggers based on user feedback. This cycle ensures your skill descriptions achieve improved triggering accuracy over time.

How do I test AI skill performance against a baseline?

You test AI skill performance by running evaluation tools provided within the skill development environment. These tools generate quantitative analysis and descriptive reports, allowing you to benchmark results against established baselines.

What components are required to build a new AI skill?

Building a new AI skill requires SKILL.md files, scripts, references, and assets. These components structure the skill's internal design and provide the necessary references for the AI to execute the intended tasks accurately.

Can I use this skill to modify an existing AI skill?

Yes, you can use this skill to modify existing AI skills. It facilitates refining SKILL.md files and optimizing descriptions for existing skills, enabling you to evaluate performance and apply user feedback for qualitative improvement.

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

The best way to improve AI skill triggering accuracy is to optimize skill descriptions using evaluation tools and user feedback. This approach generates descriptive reports that guide refinements for better performance measurement and accuracy.