Prompt example extracted from Anthropic Cookbook.
Follow these steps for a comprehensive audit: 1. **Read the style guide**: First review `style_guide.md` to understand current best practices 2. **Identify the notebook**: Ask user for path if not provided 3. **Run automated checks**: Use `python3 validate_notebook.py ` to catch technical issues and generate markdown - The script automatically runs detect-secrets to scan for hardcoded API keys and credentials - Uses custom patterns defined in `scripts/detect-secrets/plugins.py` - Checks against baseline at `scripts/detect-secrets/.secrets.baseline` 4. **Review markdown output**: The script generates a markdown file in the `tmp/` folder for easier review (saves context vs raw .ipynb) - The tmp/ folder is gitignored to avoid committing review artifacts - Markdown includes code cells but excludes outputs for cleaner review 5. **Manual review**: Read through the markdown version evaluating against style guide and rubric 6. **Score each dimension**: Apply scoring guidelines objectively 7. **Generate report**: Follow the audit report format below 8. **Provide specific examples**: Show concrete improvements with line references using the style guide templates
