skill-creator

Creates, tests, and refines AI skills with structured content and automated evaluation cycles.

1|Updated Mar 19, 2026
One-click install
npx skills add https://github.com/wwsun/skills --skill skill-creator-wwsun
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: skill-creator
Source: https://github.com/wwsun/skills/tree/main/skills/skill-creator
Command: npx skills add https://github.com/wwsun/skills --skill skill-creator-wwsun

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill helps users build, refine, and evaluate AI skills efficiently, reducing development time and improving effectiveness.

Core Features & Use Cases

  • Skill Creation & Editing: Generate new skills or modify existing ones with clear instructions and structured content.
  • Performance Measurement: Run evals and benchmarks to assess skill quality and trigger accuracy.
  • Iterative Improvement: Automate cycles of testing and refining skills based on user feedback and evaluation results.

Quick Start

Use this skill to draft a new functionality for data summarization and run initial tests.

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 for rapid development?

To create and optimize AI skills, you can use guided prompts to generate new skills, run performance evaluations, and iteratively refine the structured content based on benchmarks to ensure robustness.

What is the best way to evaluate AI skill performance and trigger accuracy?

Evaluating AI skill performance involves running automated evaluations and benchmarks to assess skill quality, measure trigger accuracy, and identify areas for iterative improvement based on testing results.

Can I iteratively improve an existing AI skill based on user feedback?

Yes, you can iteratively improve an existing AI skill by automating cycles of testing and refining the structured content based on direct user feedback and evaluation results to enhance overall effectiveness.

Do I need prior prompt engineering experience to modify existing AI skills?

No prior prompt engineering experience is strictly required to modify existing AI skills, as the process provides clear instructions and structured content to guide rapid development, testing, and refinement.

How does iterative improvement reduce AI skill development time?

Iterative improvement reduces development time by automating repetitive cycles of testing and refining, allowing you to efficiently evaluate results and update skill design without manual rebuilding from scratch.

What are the limitations of using guided prompts for AI skill creation?

Using guided prompts for AI skill creation relies heavily on clear instructions and accurate evaluation benchmarks; poorly structured initial inputs may limit effectiveness and require extensive manual refinement cycles.