skill-creator

Automate Claude Code skill creation, evaluation, and packaging workflows.

Updated Mar 19, 2026

Search Tags:#automation #development #evaluation #packaging #skill #claude-code

Ready to run

npx skills add https://github.com/gonggqing/waifus-workflow --skill skill-creator-gonggqing

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: skill-creator
Source: https://github.com/gonggqing/waifus-workflow/tree/main/.agents/skills/skill-creator
Command: npx skills add https://github.com/gonggqing/waifus-workflow --skill skill-creator-gonggqing

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires PyYAML, and includes scripts (resource) components.

What problem does it solve?

Automates the end-to-end lifecycle of Claude Code skill creation, evaluation, and improvement, reducing manual back-and-forth and enabling rapid iteration.

Core Features & Use Cases

Orchestrates the end-to-end process: capture intents, draft SKILL.md, design evals, run trigger tests, and iterate improvements.
Supports evaluation loops with train/test splits, live reporting, and description optimization.
Packages finalized skills into distributable units and provides tooling for review, benchmarking, and packaging.

Quick Start

Create a new skill, run the evaluation loop, and iterate on the trigger description until results stabilize.

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 Code skill creation and evaluation?▼

Automate Claude Code skill creation by orchestrating the end-to-end lifecycle, capturing intents to draft SKILL.md, designing evals, and running iterative trigger description tests until results stabilize.

What is the best way to iterate on Claude Code skill triggering descriptions?▼

The best way to iterate on skill triggering descriptions is to use an evaluation loop with train/test splits and live reporting, optimizing the description until trigger test results stabilize.

Does this skill development tool support packaging workflows for deployment?▼

Yes, the skill development tool supports packaging workflows by packaging finalized skills into distributable units and providing tooling for review and benchmarking for deployment.

How does frontmatter validation work when developing skills?▼

Frontmatter validation works by enforcing structural rules during the skill creation lifecycle, ensuring the drafted SKILL.md metadata is correctly formatted before running evaluation loops.

Do I need PyYAML to run skill evaluation loops?▼

Yes, you need PyYAML installed as a dependency to parse frontmatter structures and run the scripts that orchestrate skill evaluation loops and packaging workflows.