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toumakido
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optimize-ai-efficiency

Analyze SKILL.md and CLAUDE.md frontmatter to reduce redundancy and standardize instructions.

Updated Nov 6, 2025
Search Tags:#documentation#skills#AI#efficiency#review#optimize#CLAUDE.md
One-click install
npx skills add https://github.com/toumakido/my-claude --skill optimize-ai-efficiency
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: optimize-ai-efficiency
Source: https://github.com/toumakido/my-claude/tree/main/skills/optimize-ai-efficiency
Command: npx skills add https://github.com/toumakido/my-claude --skill optimize-ai-efficiency

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps identify and optimize AI skills and CLAUDE.md to improve repository efficiency, reducing ambiguity and consolidating guidance during skill reviews or creation.

Core Features & Use Cases

  • Analyze frontmatter and body content of SKILL.md and CLAUDE.md to identify clarity gaps and redundancy.
  • Suggest and apply concise, consistent edits to improve performance, maintainability, and determinism without altering existing functionality.
  • Use Case: When adding a new skill or reviewing an existing one, run this skill to ensure documentation and orchestration instructions are clear and actionable.

Quick Start

Run optimize-ai-efficiency from the repository root to scan all skills and CLAUDE.md for improvements, or specify target files via ARGUMENTS.

Frequently Asked Questions about optimize-ai-efficiency

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

FAQPage Schema
How do I optimize CLAUDE.md and AI skills to improve repository efficiency?▼

To optimize CLAUDE.md and AI skills, run optimize-ai-efficiency from the repository root to scan all skill units, clarify frontmatter, reduce redundancy, and standardize usage instructions without altering existing functionality.

What does standardizing AI skill frontmatter and documentation involve?▼

Standardizing AI skill frontmatter involves analyzing SKILL.md and CLAUDE.md content to identify clarity gaps, ensuring valid frontmatter, clear descriptions, consistent terminology, and minimal, testable edits to improve performance and maintainability.

Can I review specific AI skills for redundancy instead of scanning the entire repository?▼

Yes, you can review specific AI skills for redundancy by specifying target files via ARGUMENTS when running the skill, allowing targeted analysis and optimization of individual SKILL.md or CLAUDE.md files.

When should I run an AI skill review to consolidate repository guidance?▼

You should run an AI skill review to consolidate repository guidance when adding a new skill or reviewing an existing one, ensuring documentation and orchestration instructions remain clear, actionable, and free of ambiguity.

Will optimizing AI skills change my existing skill behavior or logic?▼

No, optimizing AI skills will not change existing skill behavior. The process applies minimal, testable edits focused on frontmatter clarity and consistent terminology while strictly preserving the original functionality and determinism.

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