Does this skill help with security?

Yes, it integrates automated secret detection to scan notebooks for hardcoded API keys and credentials before they are published or committed.

Why does the skill convert notebooks to Markdown?

Converting to Markdown removes noisy execution outputs and allows for a cleaner, context-focused review of the narrative and code structure.

What rubric does the audit use for scoring?

Notebooks are evaluated on a 20-point scale across four dimensions: Narrative Quality, Code Quality, Technical Accuracy, and Actionability & Understanding.

What is the primary goal of the Cookbook Audit skill?

The skill ensures that technical notebooks are not just functional code samples but effective educational resources that follow the 'Action + Understanding' philosophy.

Cookbook Audit

Name: Cookbook Audit
Author: Microck

byMicrock

•

128

•

Aprendizaje y Documentación

Audits and scores technical Jupyter notebooks according to the Anthropic Cookbook style guide and pedagogical standards.

The Cookbook Audit skill provides a comprehensive framework for reviewing and improving Jupyter notebooks to ensure they meet high-quality technical and educational standards. It automates technical validation—including secret detection to prevent credential leaks—and guides the user through a structured manual review process based on the Diataxis-informed 'Action + Understanding' philosophy. By enforcing specific patterns for introductions, setup blocks, and conclusions, this skill helps transform raw code samples into effective learning tools that build user agency and provide transferable AI engineering patterns.

Características Principales

01Automated secret detection to identify hardcoded API keys and credentials

02Structural validation for learning objectives (TLOs/ELOs) and setup patterns

03Structured report generation with prioritized, actionable improvement recommendations

04Standardized 20-point scoring system across narrative, code, and accuracy

05128 GitHub stars

06Markdown conversion of notebooks for streamlined, output-free code review

Casos de Uso

01Enforcing consistent coding standards and security best practices across AI tutorials

02Reviewing community-contributed notebooks for the Anthropic Cookbook repository

03Auditing internal technical documentation to ensure high pedagogical quality

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