skill-creator

Create testable Claude Code SKILL.md files with frontmatter and evaluation benchmarks.

113|15|Updated Mar 3, 2026
One-click install
npx skills add https://github.com/avibebuilder/claude-prime --skill skill-creator-avibebuilder
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: skill-creator
Source: https://github.com/avibebuilder/claude-prime/tree/main/.claude/skills/skill-creator
Command: npx skills add https://github.com/avibebuilder/claude-prime --skill skill-creator-avibebuilder

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

Quickly turn scattered ideas about Claude Code SKILL.md into a validated, ship-ready Skill Unit by guiding drafting, testing, and refinement of triggers, frontmatter, and instructional body.

Core Features & Use Cases

  • Automates the skeleton creation of SKILL.md with required frontmatter and a structured body.
  • Provides automated evaluation loops, baselines, and benchmarks to verify trigger accuracy and operational instructions.
  • Supports bundling deterministic scripts and references for reproducible skills across repos.

Quick Start

Use this workflow to scaffold a new skill file, run initial evals, and push iterative improvements until the skill reliably triggers.

Frequently Asked Questions about skill-creator

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

FAQPage Schema
How do I create a Claude Code SKILL.md file with the correct frontmatter and structure?

To create a Claude Code SKILL.md file, you need to scaffold the required frontmatter and a structured instructional body. This skill automates skeleton creation to ensure compatibility and clear frontmatter are present in the final skill manifest.

What is the best way to evaluate and benchmark Claude Code skills for trigger accuracy?

Evaluating and benchmarking Claude Code skills requires automated evaluation loops and baseline comparisons. This skill defines a step-by-step evaluation process to validate trigger accuracy and operational instructions, ensuring reliable iterative improvement.

How do I set up iterative improvement loops for testing SKILL.md trigger workflows?

Setting up iterative improvement loops for testing SKILL.md trigger workflows involves running initial evals and pushing refinements. This skill captures a precise, trigger-driven workflow to validate, improve, and ship skills until they reliably trigger.

Does Claude Code skill creation work with bundled scripts and pyyaml dependencies?

Yes, Claude Code skill creation supports bundling deterministic scripts and references for reproducible skills across repos. The skill ensures required dependencies like pyyaml are present and compatible in the final skill manifest.

Why does my Claude Code skill fail to trigger reliably during operational tests?

A Claude Code skill may fail to trigger reliably if it lacks validated operational instructions or accurate baselines. This skill provides automated evaluation loops and benchmarks to verify trigger accuracy and push iterative improvements until reliable.

Can I use skill-creator to generate ship-ready Skill Units from scattered ideas?

Yes, you can use skill-creator to turn scattered ideas about Claude Code SKILL.md into a validated, ship-ready Skill Unit. It guides the drafting, testing, and refinement of triggers, frontmatter, and the instructional body.