review-claude-md

Audit and fix CLAUDE.md files against Anthropic best practices.

3|1|Updated Feb 12, 2026
One-click install
npx skills add https://github.com/smykla-skalski/sai --skill review-claude-md
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: review-claude-md
Source: https://github.com/smykla-skalski/sai/tree/main/review-claude-md/skills/review-claude-md
Command: npx skills add https://github.com/smykla-skalski/sai --skill review-claude-md

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill automates the review and correction of CLAUDE.md files, ensuring they adhere to best practices for AI interaction and code documentation.

Core Features & Use Cases

  • Automated Auditing: Evaluates CLAUDE.md files against a comprehensive checklist covering critical, important, and polish criteria.
  • Automated Fixing: Corrects identified issues in CLAUDE.md files to improve clarity, conciseness, and adherence to standards.
  • Use Case: When developing a new Claude Code skill, use this tool to ensure its CLAUDE.md is well-structured, informative, and actionable for the AI.

Quick Start

Use the review-claude-md skill to audit the CLAUDE.md file in the current directory.

Frequently Asked Questions about review-claude-md

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

FAQPage Schema
How do I audit a CLAUDE.md file for AI best practices?

You audit a CLAUDE.md file by evaluating it against a tiered checklist of critical, important, and polish criteria based on Anthropic best practices. This process identifies documentation issues and supports automated fixing to improve clarity and conciseness for AI agents.

What is the best way to fix CLAUDE.md documentation issues automatically?

The best way to fix CLAUDE.md documentation issues automatically is using a validation tool that applies shell scripting and text processing utilities. It iteratively corrects identified problems to ensure the file is well-structured and actionable for AI code review.

Does reviewing CLAUDE.md files require any specific dependencies?

Reviewing CLAUDE.md files requires no external dependencies, but it does need shell scripting, file system operations, and text processing utilities. These built-in command-line tools handle the automated analysis and modification of the markdown documentation.

How do I validate code documentation quality for AI agents?

You validate code documentation quality for AI agents by running it through an automated evaluation checklist. This checks the documentation against community guidelines and best practices, ensuring the content is informative and properly structured for AI interaction.

Can I use automated validation for CLAUDE.md files in a new project?

Yes, you can use automated validation for CLAUDE.md files in new projects. When developing a new Claude Code skill, running an audit ensures the documentation is well-structured, informative, and actionable before the AI agent uses it.

Why should I review CLAUDE.md files before using them?

You should review CLAUDE.md files to ensure they adhere to best practices for AI interaction and code documentation. Auditing prevents miscommunication by verifying that the instructions are clear, concise, and actionable for the AI agent.