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skill-creator

Create and optimize reusable Claude skills with SKILL.md authoring and evaluation workflows.

Updated Mar 8, 2026
Search Tags:#automation#prompt optimization#skill creation#benchmarking#skills#claude#evaluation
One-click install
npx skills add https://github.com/aah-stack/anthropic --skill skill-creator-aah-stack
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: skill-creator
Source: https://github.com/aah-stack/anthropic/tree/main/plugins/skill-creator/skills/skill-creator
Command: npx skills add https://github.com/aah-stack/anthropic --skill skill-creator-aah-stack

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill helps users create, improve, test, and optimize Claude skills by providing a structured workflow for turning ideas into reliable reusable capabilities.

Core Features & Use Cases

  • Skill Creation Workflow: Guides users through defining intent, writing SKILL.md files, structuring resources, and preparing new skills.
  • Evaluation and Optimization: Helps design test cases, benchmark skill performance, compare results, and iteratively improve instructions and descriptions.
  • Skill Trigger Improvement: Optimizes skill descriptions to improve activation accuracy across relevant user requests.
  • Use Case: A developer creating a document-processing skill can use this Skill to draft the skill structure, create evaluation prompts, measure results, and refine the final implementation.

Quick Start

Use the skill-creator skill to help me create and evaluate a new Claude skill for automating my team's recurring workflow.

Frequently Asked Questions about skill-creator

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

FAQPage Schema
How do I create reusable AI skills for Claude?▼

Create reusable Claude AI skills by authoring a structured SKILL.md file, organizing required resources, and defining clear intents to ensure reliable performance. This workflow guides the entire process from initial idea to structured implementation.

What is the best way to optimize Claude skill trigger descriptions?▼

Optimize Claude skill trigger descriptions by iteratively refining the text to improve activation accuracy across relevant user requests. This ensures the correct skill is triggered reliably for the intended automation workflows.

How do I benchmark and evaluate AI skill performance?▼

Benchmark AI skill performance by designing specific test cases, running evaluation scripts, and comparing results to iteratively improve instructions. This structured evaluation highlights performance gaps and guides refinement.

Can I use this workflow to refine existing Claude skills?▼

Refine existing Claude skills by applying the evaluation workflow to benchmark current performance, analyze test results, and iteratively improve instructions and trigger descriptions for better reliability.

What do I need to structure a new AI skill correctly?▼

Structure a new AI skill correctly by authoring a structured SKILL.md file, organizing necessary assets, and preparing evaluation scripts. This structured resource organization is required for reliable skill performance.

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