What is the primary goal of the audit report?

The report provides an objective score (out of 20) and a list of specific, actionable improvements to ensure the notebook is problem-focused and educational.

Does this skill check for security vulnerabilities like API keys?

Yes, the cookbook-audit skill uses automated scripts and custom patterns to detect hardcoded secrets and credentials before a notebook is finalized.

How does it handle the .ipynb file format?

The skill generates a markdown version of the notebook in a temporary folder to make the review process cleaner and more context-efficient for the AI.

Can I use this for non-Anthropic notebooks?

While it is specifically mapped to the Anthropic style guide, the principles of narrative quality, code explanation, and objective-based learning are applicable to any technical tutorial.

Cookbook Audit Pro

Name: Cookbook Audit Pro
Author: Activer007

byActiver007

0•

学習とドキュメンテーション

Audits Anthropic Cookbook notebooks against professional style guides and technical rubrics to ensure high-quality educational content.

This skill provides a standardized framework for reviewing and auditing technical notebooks, specifically optimized for the Anthropic Cookbook style. It guides the user through a comprehensive workflow that includes automated secret detection, notebook-to-markdown conversion for cleaner analysis, and a structured manual review based on the Diataxis documentation framework. The skill evaluates content across narrative quality, code standards, and technical accuracy, resulting in a detailed audit report with objective scoring and prioritized recommendations for improvement.

主な機能

01Conversion of Jupyter notebooks to markdown for optimized context review

020 GitHub stars

03Problem-focused introduction and learning objective checklist

04Automated technical validation and secret detection for security

05Structured scoring rubric covering narrative, code, and accuracy

06Action-oriented content analysis based on the Diataxis framework

ユースケース

01Reviewing community-contributed notebooks for official publication

02Ensuring internal technical documentation follows consistent style patterns

03Automating the detection of hardcoded API keys in tutorial code

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add activer007/ordinary-claude-skills cookbook-audit

For use in Claude.ai and ChatGPT

Download Skill