Cookbook Audit FAQs

Question 1

What is the primary purpose of the Cookbook Audit skill?

Accepted Answer

The skill is designed to systematically review Anthropic Cookbook notebooks to ensure they are technically accurate, secure from credential leaks, and provide high educational value to users.

Question 2

What criteria are used to score the cookbooks?

Accepted Answer

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

Question 3

Why does the skill convert notebooks to markdown for review?

Accepted Answer

Converting .ipynb files to markdown removes unnecessary metadata and output, which saves space in the Claude context window and allows for a cleaner, more focused narrative review.

Question 4

Can this skill help with model versioning?

Accepted Answer

Yes, it specifically checks for valid, non-deprecated model names (like claude-sonnet-4-5) and ensures they are defined as constants at the top of the notebook.

Question 5

How does the skill handle security during audits?

Accepted Answer

It uses an automated validation script that integrates 'detect-secrets' to scan for hardcoded API keys and credentials, ensuring no sensitive data is committed to repositories.

Cookbook Audit

Key Features

Use Cases

Cookbook Audit

Key Features

Use Cases