cookbook-audit

cookbook-audit is a skill for Claude Code from anthropics/claude-cookbooks. It costs 26 tokens per session (2,724 once invoked), scanned A, original, MIT.

A review tool for Anthropic Cookbook notebooks, which are example notebooks explaining how to build with Anthropic technology. It evaluates a notebook against a defined writing and technical-quality rubric.

In plain words
What is it for?
Use it to audit a Cookbook notebook, run automated checks, detect possible hardcoded credentials, score the work, and receive improvement recommendations.
Why use it?
It provides a consistent way to find missing setup guidance, unclear learning goals, structural problems, technical issues, and exposed secrets.

Skill for Claude Code ✓ vendor

Written for Claude Code: installed under .claude/.

Good fit Use it to audit a Cookbook notebook, run automated checks, detect possible hardcoded credentials, score the work, and receive improvement recommendations.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/anthropics/claude-cookbooks/cookbook-audit
About the project

Claude Cookbooks is a collection of code examples and guides that show developers how to build applications with the Claude API. Users consult its notebooks and recipes to learn techniques such as classification and retrieval-augmented generation. The catalogue add-ons provide commands, skills, agents, hooks, settings, and instructions related to using these examples.

anthropics/claude-cookbooks · 53,844 stars · on GitHub

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add anthropics/claude-cookbooks --skill cookbook-audit
Clone the repo
git clone --depth 1 https://github.com/anthropics/claude-cookbooks

Made for: Claude Code.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for cookbook-audit

README.md
[![agentmods](https://agentmods.dev/badge/skills/anthropics/claude-cookbooks/cookbook-audit/github.svg)](https://agentmods.dev/skills/anthropics/claude-cookbooks/cookbook-audit)
Your own site
<a href="https://agentmods.dev/skills/anthropics/claude-cookbooks/cookbook-audit"><img src="https://agentmods.dev/badge/skills/anthropics/claude-cookbooks/cookbook-audit/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for cookbook-audit

Your own site · 80×15
<a href="https://agentmods.dev/skills/anthropics/claude-cookbooks/cookbook-audit"><img src="https://agentmods.dev/badge/skills/anthropics/claude-cookbooks/cookbook-audit.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 26 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 2,724 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • Socket warn 25 Oct 2026
  • Snyk warn 25 Oct 2026
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 1 finding, up to medium

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • medium Excessive Agency · line 27
    Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.
    Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00026 $0.02724
Opus 5.5 $0.00010 $0.01090
Sonnet 5.5 $0.00005 $0.00545
Haiku 4.5 $0.00003 $0.00272

Measured 3d ago against content hash aba609bd9deb, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

cookbook-audit scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 3d ago.

The scan reads SKILL.md. This mod also ships 1 executable file (validate_notebook.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

Origin

Copies of this mod

3 near-identical copies found in the catalogue:

.claude/skills/cookbook-audit/SKILL.md · 273 lines

How it starts

The opening of the file, as written. The whole thing — 273 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Cookbook Audit

Instructions

Review the requested Cookbook notebook using the guidelines and rubrics in style_guide.md. Provide a score based on scoring guidelines and recommendations on improving the cookbook.

The style guide provides detailed templates and examples for:

  • Problem-focused introductions with Terminal Learning Objectives (TLOs) and Enabling Learning Objectives (ELOs)
  • Prerequisites and setup patterns
  • Core content structure
  • Conclusions that map back to learning objectives

IMPORTANT: Always read style_guide.md first before conducting an audit. The style guide contains the canonical templates and good/bad examples to reference.

Workflow

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 <path> 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

Audit Report Format

Present your audit using this structure:

Executive Summary

  • Overall Score: X/20
  • Key Strengths (2-3 bullet points)
  • Critical Issues (2-3 bullet points)

Read the full file on GitHub · 273 lines

Files

What ships with it

3 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 3d ago Changed aba609bd9deb
  2. 1mo ago First seen · 273 lines · 26 tokens per session scan A 63b4c68ffe7e

Subscribe to this mod's changes

cookbook-audit is a skill published in the GitHub repository anthropics/claude-cookbooks (53,844 stars, last pushed 3d ago), licensed MIT. It adds 26 tokens to every session and 2,724 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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