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WesleyMFrederick
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skill-creator

Automate drafting, testing, and refining Claude skills with SKILL.md and evals.

Updated Aug 23, 2026
Search Tags:#automation#workflow#development#metadata#skill#prompt-engineering#eval
One-click install
npx skills add https://github.com/WesleyMFrederick/cc-workflows-plugin --skill skill-creator-wesleymfrederick
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: skill-creator
Source: https://github.com/WesleyMFrederick/cc-workflows-plugin/tree/main/src-claude/skills/skill-creator
Command: npx skills add https://github.com/WesleyMFrederick/cc-workflows-plugin --skill skill-creator-wesleymfrederick

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Create, modify, and optimize Claude skills with an end-to-end workflow, reducing time from concept to deployable skill descriptions and evaluation workflows.

Core Features & Use Cases

  • Automates SKILL.md drafting, eval-setup, and metadata generation for skill discovery.
  • Provides a structured loop for testing, reviewing, and improving skill descriptions and triggers.
  • Bundles optional resources (scripts, references, assets) and validates dependencies and safety.

Quick Start

Run an iterative skill development cycle: draft, test, and refine the skill using the built-in eval and improvement scripts.

Frequently Asked Questions about skill-creator

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

FAQPage Schema
How do I automate Claude skill creation and streamline the development workflow?▼

Automate Claude skill creation by drafting SKILL.md files, setting up evals, and generating metadata for discovery. This workflow reduces time from concept to deployable skill through structured testing and refinement loops.

What's the best way to optimize skill descriptions and triggers for accurate context matching?▼

Optimize skill descriptions and triggers by running iterative eval and improvement scripts. This structured loop tests, reviews, and refines descriptions to maximize triggering accuracy across diverse contexts.

How do I validate YAML frontmatter and dependencies when building a custom skill?▼

Validate YAML frontmatter and dependencies during skill creation by applying automated safety checks. The workflow ensures metadata validity, reports missing dependencies, and bundles optional resources like scripts or references.

Does the skill development workflow support bundling external scripts and reference assets?▼

Yes, the skill development workflow supports bundling optional resources such as scripts, references, and assets. It validates these dependencies and performs safety checks while producing structured metadata for skill discovery.

Why does my custom skill fail to trigger accurately in different conversational contexts?▼

Inaccurate triggering often stems from poorly optimized skill descriptions. Running the built-in eval scripts tests and refines descriptions iteratively, maximizing triggering accuracy across diverse contexts.

Can I run an iterative testing loop to evaluate and improve prompt engineering for skills?▼

Yes, you can run an iterative skill development cycle to evaluate and improve prompt engineering. The workflow drafts, tests, and refines skills using built-in eval and improvement scripts to enhance triggering accuracy.

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