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notebooklm-claude-integration: Skill for Codex

.codex/skills/notebooklm-patterns/SKILL.md

notebooklm-patterns is a skill for Codex from Muraty6242/notebooklm-claude-integration. It costs 47 tokens per session (785 once invoked), scanned A, a copy of notebooklm-patterns, MIT.

A set of instructions for using NotebookLM through its MCP connection, including authentication, notebook management, source handling, research, and generated media.

In plain words
What is it for?
It is for listing, creating, querying, renaming, and deleting notebooks; adding or managing sources; running research; and creating audio, video, or infographic artifacts.
Why use it?
It gives an AI agent a consistent reference for the available tool names, authentication flow, and troubleshooting steps.

Skill for Codex

Written for Codex: installed under .codex/. Also seen: mentions Codex.

This is Muraty6242/notebooklm-claude-integration's own configuration. It tells Codex how to work on notebooklm-claude-integration itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything notebooklm-claude-integration configures →

not rated 0repo 4mo ago A scan 47 tokens copy · 100% MIT
View source ↗ Muraty6242/notebooklm-claude-integration
Reuse

Borrowing it

Nothing to install: this file belongs to Muraty6242/notebooklm-claude-integration. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.

Copy the file
curl -O https://raw.githubusercontent.com/Muraty6242/notebooklm-claude-integration/master/.codex/skills/notebooklm-patterns/SKILL.md
Clone the repo
git clone --depth 1 https://github.com/Muraty6242/notebooklm-claude-integration

Made for: Codex.

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 notebooklm-patterns

README.md
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Your own site
<a href="https://agentmods.dev/skills/muraty6242/notebooklm-claude-integration/notebooklm-patterns"><img src="https://agentmods.dev/badge/skills/muraty6242/notebooklm-claude-integration/notebooklm-patterns/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 notebooklm-patterns

Your own site · 80×15
<a href="https://agentmods.dev/skills/muraty6242/notebooklm-claude-integration/notebooklm-patterns"><img src="https://agentmods.dev/badge/skills/muraty6242/notebooklm-claude-integration/notebooklm-patterns.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 47 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 785 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.
Origin 100% copy Near-identical to another mod 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 $0.00047 $0.00785
Opus 5.5 $0.00019 $0.00314
Sonnet 5.5 $0.00009 $0.00157
Haiku 4.5 $0.00005 $0.00078

Measured 2mo ago against content hash 5bcdfd17684a, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

notebooklm-patterns 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 2mo ago.

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

This is a copy

100% identical to notebooklm-patterns — 0 lines differ, which has more behind it and is treated as the original. This page carries a canonical link to it rather than competing with it.

.codex/skills/notebooklm-patterns/SKILL.md · 84 lines

How it starts

The opening of the file, as written. The whole thing — 84 lines — stays where its author put it; the contents beside it link to each section on GitHub.

NotebookLM Codex Skill (RPC)

Provide a reliable, repeatable workflow to authenticate with NotebookLM and automate queries using notebooklm-mcp.

Tool Reference (RPC)

Authentication

  • mcp__notebooklm-rpc__save_auth_tokens

Notebooks

  • mcp__notebooklm-rpc__notebook_list
  • mcp__notebooklm-rpc__notebook_create
  • mcp__notebooklm-rpc__notebook_get
  • mcp__notebooklm-rpc__notebook_describe
  • mcp__notebooklm-rpc__notebook_rename
  • mcp__notebooklm-rpc__notebook_delete
  • mcp__notebooklm-rpc__notebook_query

Sources

  • mcp__notebooklm-rpc__notebook_add_url
  • mcp__notebooklm-rpc__notebook_add_text
  • mcp__notebooklm-rpc__notebook_add_drive
  • mcp__notebooklm-rpc__source_list_drive
  • mcp__notebooklm-rpc__source_sync_drive
  • mcp__notebooklm-rpc__source_delete
  • mcp__notebooklm-rpc__source_describe

Research

  • mcp__notebooklm-rpc__research_start
  • mcp__notebooklm-rpc__research_status
  • mcp__notebooklm-rpc__research_import

Chat Configuration

  • mcp__notebooklm-rpc__chat_configure

Studio

  • mcp__notebooklm-rpc__audio_overview_create
  • mcp__notebooklm-rpc__video_overview_create
  • mcp__notebooklm-rpc__infographic_create
  • mcp__notebooklm-rpc__slide_deck_create
  • mcp__notebooklm-rpc__studio_status
  • mcp__notebooklm-rpc__studio_delete

If tools are missing, ask the user to run pixi run mcp-install-code and ensure cookies are saved via notebooklm-mcp-auth + save_auth_tokens.

Authentication Workflow

NotebookLM has no public API; authentication is cookie-based:

  1. Run notebooklm-mcp-auth and complete Google login.
  2. Call save_auth_tokens to persist cookies to ~/.notebooklm-mcp/auth.json.
  3. Retry NotebookLM RPC tools.

Core Query Workflow

  1. List notebooks: notebook_list.
  2. Ask a question: notebook_query with notebook_id + question.
  3. For follow-ups, pass session_id from the prior response.

Multi-Notebook Query

  1. notebook_list to get IDs.
  2. Query each notebook via notebook_query with the same question.
  3. Aggregate responses labeled by notebook name/ID and citations.

Read the full file on GitHub · 84 lines

Files

What ships with it

1 file 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. 2mo ago First seen · 84 lines · 47 tokens per session scan A 5bcdfd17684a

Subscribe to this mod's changes

notebooklm-patterns is a skill published in the GitHub repository Muraty6242/notebooklm-claude-integration (0 stars, last pushed 4mo ago), licensed MIT. It adds 47 tokens to every session and 785 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. It is 100% identical to notebooklm-patterns, differing in 0 lines, and is treated as a copy.

Learning and teachingResearch
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