skill-creator

Coordinate end-to-end Claude Code skill creation with evaluation loops and benchmark analysis.

Updated Nov 26, 2025
One-click install
npx skills add https://github.com/Aias/dotfiles --skill skill-creator-aias
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: skill-creator
Source: https://github.com/Aias/dotfiles/tree/main/.agents/skills/skill-creator
Command: npx skills add https://github.com/Aias/dotfiles --skill skill-creator-aias

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

The Skill Creator guides users through drafting, testing, and refining Claude Code skills with an integrated feedback loop, enabling rapid skill iteration and quality assurance.

Core Features & Use Cases

  • Structured SKILL.md workflow: frontmatter + body instructions, plus optional resources (scripts/references/assets).
  • Guided evaluation loop: run_eval + improve_description, with history tracking and optional holdout/test splits.
  • Live feedback and benchmarking: auto-generated reports, viewer integration, and post-hoc analysis to identify strengths and weaknesses.

Quick Start

Provide a starting description for a new skill, then run the loop to iterate on triggers and performance.

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 for workflow automation?

To create and iterate on Claude skills, you draft a starting description, then use an automated evaluation loop to test prompts, benchmark performance, and refine triggers until the skill meets your automation workflow requirements.

What is an evaluation loop in prompt engineering and how does it work?

An evaluation loop in prompt engineering automatically runs test prompts against your skill, analyzes benchmark results, and applies targeted improvements to the description and triggers, tracking history to measure iterative performance gains.

How do I structure a SKILL.md file for Claude Code?

You structure a SKILL.md file with frontmatter and body instructions, then optionally include supporting resources like scripts, references, and assets to guide Claude Code behavior and define workflow automation triggers.

Can I use YAML and Anthropic dependencies to benchmark skill performance?

Yes, you use YAML for configuration and Anthropic dependencies to run automated test prompts, generate benchmark analysis reports, and identify strengths and weaknesses through post-hoc evaluation.

What's the best way to test skill triggers before deploying a workflow?

The best way to test skill triggers is to run a guided evaluation loop with holdout and test splits, review auto-generated benchmark reports, and refine the prompt engineering based on live feedback before deployment.

Why is my skill prompt not triggering correctly during workflow automation?

Skill prompts fail to trigger correctly when descriptions are vague or untested; running an automated evaluation loop generates benchmark reports that identify weaknesses and guide iterative improvements to triggers.