skill-creator

Automate SKILL.md authoring, resource bundling, and evaluation loops.

1|Updated Mar 18, 2026

Search Tags:#automation #workflow #templates #evaluation #skill #frontmatter #bundled-resources

Ready to run

npx skills add https://github.com/cr330326/AgentSkill --skill skill-creator-cr330326

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: skill-creator
Source: https://github.com/cr330326/AgentSkill/tree/main/skill-creator
Command: npx skills add https://github.com/cr330326/AgentSkill --skill skill-creator-cr330326

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

Automates the end-to-end workflow of creating, validating, and iterating Claude Skills, linking frontmatter design to runtime evaluation to improve reliability and discoverability.

Core Features & Use Cases

Structured SKILL.md development with YAML frontmatter for discoverability and routing.
Integrated evaluation and improvement loops (run_eval, improve_description) to test, compare, and optimize skills.
Bundled resources management (scripts/, references/, assets/) for on-demand tasks and richer context.

Quick Start

Draft a new SKILL.md, organize optional resources under scripts/, references/, and assets/, then run the evaluation loop to test and refine the skill.

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 evaluation end-to-end?▼

You can automate Claude Skill creation and evaluation by orchestrating a workflow that links SKILL.md authoring with automated evaluation loops, enabling rapid iteration to improve triggering reliability and description discoverability.

What is the best way to structure a SKILL.md file for reliable routing and discoverability?▼

The best way to structure a SKILL.md file is using YAML frontmatter for metadata routing, then organizing optional resources into bundled directories like scripts/, references/, and assets/ for on-demand context loading.

How does the improve_description evaluation loop optimize skill triggering?▼

The improve_description evaluation loop optimizes skill triggering by running automated tests, comparing runtime data, and iterating on the description to produce clear, action-oriented text that ensures reliable activation.

Do I need to install dependencies to manage bundled resources in skill workflows?▼

Yes, you need to install dependencies like pyyaml to manage bundled resources in skill workflows, as it is required to parse the YAML frontmatter that drives discoverability and resource routing.

Can I use this workflow to test and compare different versions of a skill description?▼

Yes, you can use the integrated evaluation loops to test and compare different versions of a skill description, allowing your team to iterate based on runtime data from automated runs and maintain a robust structure.

Why does my skill fail to trigger reliably during runtime evaluation?▼

Skills fail to trigger reliably during runtime evaluation when frontmatter metadata is misaligned with the action-oriented description, requiring automated comparison loops to refine routing and ensure consistent activation.