skill-anatomy-optimizer

Audit SKILL.md files and propose structural and evaluation improvements.

Updated Jun 15, 2026
One-click install
npx skills add https://github.com/stumman/hermes-harness-skills --skill skill-anatomy-optimizer
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: skill-anatomy-optimizer
Source: https://github.com/stumman/hermes-harness-skills/tree/main/.agents/skills/skill-anatomy-optimizer
Command: npx skills add https://github.com/stumman/hermes-harness-skills --skill skill-anatomy-optimizer

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill helps streamline the review and enhancement of agent SKILL.md files by performing detailed audits and recommending improvements based on structured evaluation.

Core Features & Use Cases

  • Anatomy Checks: Evaluates the structure and formatting of SKILL.md files.
  • Evaluation Design: Proposes improvements in the evaluation design for better skill performance.
  • Keep/Revert Decision: Recommends whether to keep or revert changes based on evidence.
  • Use Case: When you need to review and improve a reusable skill, ensuring it meets high standards of quality and reliability.

Quick Start

Analyze the SKILL.md file for optimization using the 'skill-anatomy-optimizer' tool.

Frequently Asked Questions about skill-anatomy-optimizer

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

FAQPage Schema
How do I audit a SKILL.md file for quality and structural issues?

To audit a SKILL.md file, you run an anatomy check that evaluates its structure, formatting, and evaluation design to ensure the agent skill definition meets high reliability standards. The tool provides evidence-based recommendations for improvement.

What is SKILL.md analysis and when do I need to review agent skill definitions?

SKILL.md analysis is the evaluation of an agent skill definition's structure and evaluation design. You need to review agent skill definitions when you want to ensure they are reusable, reliable, and meet high quality assurance standards before deployment.

Can I get recommendations on whether to keep or revert changes to a skill definition?

Yes, the evaluation design process includes a keep or revert decision step. It recommends whether to keep or revert changes to your SKILL.md file based on structured, evidence-based checks performed during the code audit.

What's the best way to improve the evaluation design of an agent skill?

The best way to improve evaluation design is to perform a detailed code audit of your SKILL.md file. This process proposes specific, evidence-based improvements to enhance the overall quality and performance of the skill definition.

Does the skill review process require any specific dependencies or external libraries?

No, the skill review process does not require any external dependencies or libraries. It operates independently using built-in scripts and references to perform evidence-based checks and propose improvements.

Why does my agent skill definition fail quality assurance checks?

Agent skill definitions fail quality assurance checks when they lack proper structure, formatting, or a robust evaluation design. An anatomy check identifies these specific weaknesses and provides evidence-based recommendations to fix them.