cookbook-audit

Audit Anthropic Cookbook notebooks against a rubric and style guide.

Updated Mar 9, 2026

Search Tags:#code review #validation #style guide #notebook audit #documentation quality

Ready to run

npx skills add https://github.com/alanmaizon/entropy --skill cookbook-audit-alanmaizon

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: cookbook-audit
Source: https://github.com/alanmaizon/entropy/tree/main/cookbooks/.claude/skills/cookbook-audit
Command: npx skills add https://github.com/alanmaizon/entropy --skill cookbook-audit-alanmaizon

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill automates the auditing of Anthropic Cookbook notebooks, ensuring they adhere to established quality standards and best practices.

Core Features & Use Cases

Automated Checks: Runs validate_notebook.py to catch technical issues like hardcoded secrets and deprecated patterns.
Style Guide Adherence: Evaluates notebooks against detailed rubrics for narrative quality, code quality, technical accuracy, and actionability.
Use Case: When a new Cookbook notebook is submitted for review, use this Skill to perform an initial automated audit, flagging potential issues before a human reviewer steps in.

Quick Start

Use the cookbook-audit skill to audit the notebook located at 'path/to/notebook.ipynb'.

Frequently Asked Questions about cookbook-audit

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

FAQPage Schema

How do I audit Jupyter notebooks for code quality and style guide adherence?▼

To audit Jupyter notebooks for code quality and style guide adherence, use an automated validation script to evaluate narrative structure, technical accuracy, and best practices against a defined rubric.

What is the best way to check documentation notebooks for hardcoded secrets and deprecated patterns?▼

Checking documentation notebooks for hardcoded secrets and deprecated patterns is best handled by running an automated validation script that flags technical issues before human review.

Does this notebook audit process require nbconvert to run?▼

Yes, the notebook audit process requires nbconvert as a dependency to execute the validation script and evaluate the notebook's code structure and narrative quality.

Can I use an automated rubric to review technical accuracy in cookbook notebooks?▼

Yes, you can use an automated rubric to review technical accuracy in cookbook notebooks by evaluating them against a style guide document for comprehensive issue identification.

What specific issues does a notebook style guide audit identify?▼

A notebook style guide audit identifies issues related to narrative quality, code structure, technical accuracy, and adherence to established best practices within the documentation.