What is the Cookbook Audit skill used for?

It is a specialized tool for auditing technical notebooks (like .ipynb files) to ensure they follow best practices for education, code quality, and security before publication.

What documentation framework does this skill support?

It is informed by the Diataxis framework, focusing on action-oriented content that balances practical problem-solving with transferable conceptual understanding.

How does it handle security during an audit?

The skill runs an automated 'detect-secrets' scan using custom patterns to identify hardcoded API keys or credentials, checking them against a baseline to prevent security leaks.

Does this skill review the raw notebook code?

Yes, it converts notebooks into a clean markdown format in a temporary folder, allowing for a focused review of code and narrative without being distracted by large output blocks.

What are the core scoring dimensions?

Notebooks are scored out of 20 points across four key areas: Narrative Quality, Code Quality, Technical Accuracy, and Actionability & Understanding.

Cookbook Quality Audit

Name: Cookbook Quality Audit
Author: Microck

byMicrock

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108

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学习与文档

Audits technical notebooks against standardized style guides and rubrics to ensure high-quality educational content and code standards.

The Cookbook Audit skill provides a structured framework for reviewing and improving technical notebooks, specifically optimized for the Anthropic Cookbook style. It automates the detection of security risks like hardcoded API keys while guiding the user through a manual evaluation of narrative flow, code quality, and technical accuracy. By enforcing the Diataxis documentation framework, this skill ensures that cookbooks remain problem-focused, action-oriented, and pedagogically sound, helping developers transform raw code into professional-grade educational resources.

主要功能

01Automated security scanning to detect hardcoded API keys and credentials

02Markdown-based review generation for distraction-free content analysis

03Prioritized recommendation engine for actionable notebook improvements

04Standardized scoring rubrics for narrative, code, and technical accuracy

05Diataxis-informed educational framework enforcement

06108 GitHub stars

使用场景

01Ensuring consistency across documentation contributions from multiple authors

02Reviewing AI tutorials and cookbooks before public release

03Auditing Jupyter notebooks for security vulnerabilities and style guide compliance

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add microck/ordinary-claude-skills cookbook-audit

For use in Claude.ai and ChatGPT

Download Skill