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miriamdong
miriamdongCOMMUNITY
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skill-creator

Create and optimize Claude skills with SKILL.md files and test iterations.

2|1|Updated Apr 1, 2026
Search Tags:#workflow#claude#evaluation#iteration#creation#skill#prompt-engineering
One-click install
npx skills add https://github.com/miriamdong/mstack --skill skill-creator-miriamdong
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: skill-creator
Source: https://github.com/miriamdong/mstack/tree/main/skill-creator
Command: npx skills add https://github.com/miriamdong/mstack --skill skill-creator-miriamdong

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Drafting, evaluating, and iterating Claude skills is complex and time-consuming. This section helps teams quickly define the skill's purpose, align on workflow, and set up a repeatable improvement loop.

Core Features & Use Cases

  • Capture Intent: Define what the skill should enable and when it should trigger.
  • Interview & Research: Gather edge cases, draft test prompts, and research best practices to shape the skill.
  • Write the SKILL.md: Create the frontmatter, body, and optional bundled resources (scripts, references, assets) for a real user workflow.
  • Run Evals & Iterate: Build test sets, execute evaluations, analyze results, and iterate on the skill to improve triggering accuracy and usefulness.
  • Description Optimization: Optionally optimize the triggering description to improve discoverability and triggering rate.

Quick Start

Draft an initial SKILL.md with frontmatter and a brief workflow description that a user can adapt.

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?▼

To create Claude skills, draft a SKILL.md file with frontmatter and workflow descriptions, then run evaluations and iterate on the content to improve trigger accuracy and overall usefulness.

What is the best way to write a SKILL.md file for Claude prompt-engineering?▼

Writing a SKILL.md file involves defining frontmatter, a body section, and optional bundled resources like scripts or references to capture the intended workflow and trigger conditions for Claude.

How do I set up evaluations to improve my Claude skill triggering accuracy?▼

You can improve Claude skill triggering accuracy by building test sets, executing evaluations, analyzing the results, and iterating on the description to optimize discoverability and trigger rates.

Can I optimize the description of a Claude skill after it is already deployed?▼

You can optimize an existing Claude skill description by running targeted evaluations and iterating on the text specifically to improve discoverability and increase the accuracy of workflow triggers.

How do I capture edge cases when designing a new workflow for Claude?▼

Capturing edge cases for a Claude workflow requires conducting interviews, researching best practices, and drafting test prompts to ensure the skill handles specific user scenarios effectively.

Do I need any specific dependencies to test and optimize Claude skills?▼

No specific dependencies are required to test and optimize Claude skills, as the workflow focuses on drafting SKILL.md files, generating test sets, and iterating on descriptions natively.

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