Cookbook Quality Auditor

소개

The Cookbook Audit skill provides a structured framework for reviewing and scoring technical documentation within Jupyter notebooks, specifically optimized for the Anthropic Cookbook style guide. It automates the detection of security vulnerabilities like hardcoded API keys while performing a deep pedagogical review based on the Diataxis framework. By evaluating notebooks across narrative quality, code standards, and technical accuracy, this skill helps developers create actionable, problem-focused content that empowers users to build effective AI applications.

주요 기능

• Markdown-based review workflow for cleaner context management
• Standardized scoring rubric for narrative, code, and accuracy
• Automated secret detection to prevent accidental credential leakage
• Pedagogical review focused on Terminal and Enabling Learning Objectives
• 0 GitHub stars
• Anti-pattern identification for notebook introductions and setup cells

사용 사례

• Reviewing technical tutorials for compliance with documentation style guides
• Auditing notebooks for security risks and hardcoded environment variables
• Refactoring educational content to follow the Diataxis 'problem-first' philosophy