Cookbook Quality Auditor FAQs

Question 1

What is the primary purpose of the Cookbook Audit skill?

Accepted Answer

It is designed to review Jupyter notebooks for both technical correctness and educational value, ensuring they follow a problem-focused narrative and adhere to security best practices.

Question 2

How does it handle security within notebooks?

Accepted Answer

The skill includes an automated check using detect-secrets to scan for hardcoded API keys, credentials, and other sensitive information that should not be committed to a repository.

Question 3

Does it provide a standardized rating?

Accepted Answer

Yes, it generates an executive summary and a detailed report scoring the notebook out of 20 points across four dimensions: Narrative, Code Quality, Technical Accuracy, and Actionability.

Question 4

Can I use this for non-Anthropic notebooks?

Accepted Answer

While it is optimized for the Anthropic style guide, the principles of narrative flow, secret detection, and clear learning objectives are applicable to any technical Python tutorial.

Question 5

Why does it convert notebooks to Markdown during the audit?

Accepted Answer

Converting to Markdown removes extraneous metadata and output noise, allowing the AI to focus on the core narrative and code logic while staying within context window limits.

Cookbook Quality Auditor

주요 기능

사용 사례

Cookbook Quality Auditor

주요 기능

사용 사례