skill-creator

Create and refine Claude Skills with SKILL.md and evaluation metadata.

30|7|Updated Nov 10, 2025
One-click install
npx skills add https://github.com/taishan1994/Agent-Handbook --skill skill-creator-taishan1994
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: skill-creator
Source: https://github.com/taishan1994/Agent-Handbook/tree/main/skills/examples/skill-creator
Command: npx skills add https://github.com/taishan1994/Agent-Handbook --skill skill-creator-taishan1994

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill streamlines the end-to-end lifecycle of building, testing, and improving Claude Skills. It helps teams create new skills, refine existing ones, run evaluation loops, benchmark performance, and optimize triggering descriptions.

Core Features & Use Cases

  • Create new skills from scratch and formalize their prompting and workflows.
  • Edit, iterate, and measure skill performance using automated evals, benchmarks, and description optimization.
  • Run multi-stage evaluation loops that reveal triggering accuracy, timing, and resource usage to guide improvements.

Quick Start

Draft a new skill, configure an initial eval set, and start the evaluation loop to iterate toward a more reliable and trigger-friendly 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 iterate on Claude Skills with automated evaluation?

To create and iterate on Claude Skills, draft a SKILL.md file and run automated evaluation loops to measure triggering accuracy and resource usage. This process refines prompt engineering workflows and outputs packaged skill metadata for deployment.

What is a SKILL.md file and what frontmatter does it require?

A SKILL.md file formalizes Claude Skill prompting and workflows. It requires name and description frontmatter, with optional dependencies and components directories, to produce packaged skill metadata that passes toxicity checks.

Does skill-creator support benchmarking and description optimization?

Yes, skill-creator supports benchmarking and description optimization. It runs multi-stage evaluation loops that reveal triggering accuracy, timing, and resource usage, guiding improvements for a more trigger-friendly skill.

Can I use yaml dependencies when building prompt engineering workflows?

Yes, you can use yaml dependencies when building prompt engineering workflows. The skill lifecycle supports yaml configurations to manage evaluation sets and iterate toward reliable skill triggering.

How do I measure triggering accuracy and resource usage during skill development?

You measure triggering accuracy and resource usage by running automated evals and benchmarks within an evaluation loop. This reveals timing metrics and guides iterations to optimize the skill's triggering description.

What is the best way to package skill metadata and evaluation metadata for deployment?

The best way to package skill and evaluation metadata is to formalize the skill in a SKILL.md file, run evaluation loops, and include optional scripts, references, and assets directories to output packaged metadata for deployment.