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skill-creator

Orchestrate Claude skill creation with validation, eval testing, benchmarking, and packaging.

Updated May 4, 2026
Search Tags:#automation#benchmarking#claude#evaluation#packaging#iteration#skill-creation
One-click install
npx skills add https://github.com/511avolo-dot/MR --skill skill-creator-511avolo-dot
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: skill-creator
Source: https://github.com/511avolo-dot/MR/tree/main/.agents/skills/skill-creator
Command: npx skills add https://github.com/511avolo-dot/MR --skill skill-creator-511avolo-dot

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This skill provides a structured workflow and tooling to create, iterate, and evaluate Claude skills, reducing guesswork and helping teams rapidly deploy reliable prompts.

Core Features & Use Cases

  • Automated skill creation pipeline: frontmatter validation, iterative eval loops, and structured metadata.
  • Benchmarking and reporting: generate per-eval results, aggregate statistics, and human-readable summaries.
  • Integrated tooling: scripts for evaluation, description improvement, packaging, and report generation.
  • Use case: teams building and maintaining a library of reusable Claude skills with reproducible outcomes.

Quick Start

Run the evaluation loop on your skill to trigger tests, optimize the description, and prepare a packaged 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 evaluation and benchmarking for Claude skills?▼

Automated validation and multi-eval testing for Claude skills is orchestrated through an iterative loop that runs tests, generates per-eval results, and aggregates benchmarking statistics to accelerate reliable skill deployment.

What is the best way to package Claude skills for deployment?▼

Packaging Claude skills for deployment is executed through integrated scripts that prepare structured metadata and validated frontmatter, resulting in a deployable skill artifact with reproducible outcomes.

Do I need YAML frontmatter to create Claude skills?▼

YAML is required as a dependency to validate frontmatter and structure metadata. Correct YAML formatting ensures the automated skill creation pipeline can process and package your Claude skill without errors.

Can I run iterative eval loops to refine prompt descriptions?▼

Iterative eval loops can be run to refine prompt descriptions by triggering automated tests and description optimization scripts. This multi-eval testing approach reduces guesswork and helps rapidly deploy reliable prompts.

How does skill creation lifecycle management work for Claude?▼

Skill creation lifecycle management for Claude orchestrates end-to-end processing from frontmatter validation and iterative testing to benchmarking and packaging. This provides structured metadata and reproducible outcomes for maintaining a library of reusable skills.

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