Does this skill help with SEO for cookbooks?

Yes, by enforcing the use of primary categories, relevant tags, and clear problem-focused introductions, it improves the discoverability and utility of the content.

Why does it convert notebooks to Markdown?

Converting to Markdown in a temporary directory allows the reviewer to focus on the code and narrative without being distracted by raw JSON metadata or large execution outputs.

How does it handle security during the audit?

The skill automatically runs a validation script that uses detect-secrets to scan for hardcoded API keys and credentials before any manual review begins.

What dimensions are used to score a notebook?

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

What is the purpose of the cookbook-audit skill?

It provides a structured workflow to review Jupyter notebooks, ensuring they follow best practices for technical accuracy, security, and instructional design.

Anthropic Cookbook Audit

Name: Anthropic Cookbook Audit
Author: Microck

byMicrock

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Learning & Documentation

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

The cookbook-audit skill automates and structures the review process for technical notebooks, ensuring they adhere to the 'Action + Understanding' philosophy. It combines automated technical checks—including secret detection and notebook-to-markdown conversion—with a manual scoring rubric focused on narrative quality, code standards, and technical accuracy. By enforcing consistent patterns like problem-focused introductions, clean dependency management, and clear learning objectives, this skill helps maintain a professional, builder-centric standard across all documentation and tutorial resources.

Key Features

0181 GitHub stars

02Standardized scoring rubric across narrative, code, accuracy, and actionability

03Structured report generation with executive summaries and prioritized recommendations

04Verification of Terminal and Enabling Learning Objectives (TLOs/ELOs)

05Markdown conversion of notebooks for streamlined, output-free code reviews

06Automated technical validation and credential scanning using detect-secrets

Use Cases

01Improving the instructional quality and flow of AI-focused tutorials

02Auditing legacy notebooks for deprecated API patterns or hardcoded credentials

03Peer-reviewing new additions to technical documentation repositories

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