cookbook-audit

Audit Anthropic Cookbook notebooks against a rubric and generate structured reports.

1|Updated Feb 25, 2026
One-click install
npx skills add https://github.com/mattmacleod16-svg/freedomforge-max --skill cookbook-audit-mattmacleod16-svg
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: cookbook-audit
Source: https://github.com/mattmacleod16-svg/freedomforge-max/tree/main/.agents/skills/cookbook-audit
Command: npx skills add https://github.com/mattmacleod16-svg/freedomforge-max --skill cookbook-audit-mattmacleod16-svg

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Audit Anthropic Cookbook notebooks against a rubric to produce objective improvement recommendations and to standardize quality assessments across reviews.

Core Features & Use Cases

  • Rubric-based auditing workflow that scores notebooks against predefined criteria in style_guide.md.
  • Generates detailed audit reports with actionable recommendations for cookbook authors.
  • Useful for notebook reviews, quality assurance, learning-resource evaluation, and process improvement in cookbook creation.

Quick Start

Audit a Cookbook notebook by providing its path and running the rubric-based workflow to generate an audit report.

Frequently Asked Questions about cookbook-audit

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I automate quality assurance checks for Anthropic Cookbook notebooks?

Automate quality assurance checks for Anthropic Cookbook notebooks by running a rubric-driven scoring workflow that enforces guideline adherence and outputs structured audit reports with actionable improvement recommendations.

What is a rubric-driven notebook audit?

A rubric-driven notebook audit is a standardized quality assessment process that scores learning resources against predefined criteria in a style guide to produce objective improvement recommendations for authors.

How do I evaluate learning resources against a style guide?

Evaluate learning resources against a style guide by applying a rubric-based auditing workflow that checks guideline adherence, scores notebooks objectively, and generates detailed reports with actionable recommendations.

Can I use cookbook-audit for quality assurance checks on any notebook?

cookbook-audit is specifically applicable to Anthropic Cookbook projects, enforcing a rubric-driven scoring workflow designed for notebook reviews and learning-resource evaluations within that context.

What's the best way to standardize quality assessments across notebook reviews?

Standardize quality assessments across notebook reviews by applying a predefined rubric that enforces objective scoring, automates guideline adherence checks, and generates structured audit reports.

What do I need to provide to generate an audit report for a cookbook notebook?

Provide the file path of the cookbook notebook to trigger the rubric-based workflow, which scores the resource against predefined criteria and outputs a structured audit report with recommendations.