Agent skill

Notebooklm Manager

by aiskillstore in aiskillstore/marketplace

Manages NotebookLM notebooks — query, add, list, search, enable/disable, remove.

No licenceAuto-check passedKnowledge Management

Install Notebooklm Manager

skills CLI
$ npx skills add aiskillstore/marketplace --skill notebooklm-manager -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install aiskillstore/marketplace notebooklm-manager --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/leejuoh/notebooklm-manager .claude/skills/notebooklm-manager && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
notebooklm-manager
GitHub stars
430
Token cost
~2k tokens
SKILL.md length
869 words
Files
5 (incl. references)
Skills in repo
1,044
Repo updated
First seen
Licence
None found

At a glance

Manages NotebookLM notebooks — query, add, list, search, enable/disable, remove.

  • Works in 7 steps: Data Path Resolution (run first) → Query Detection → Notebook Lookup → …
  • A notebooklm.google.com URL appears
  • SKILL.md covers Instructions, Commands, Storage and Tool Boundaries, plus 1 more section
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Notebooklm Manager is an agent skill from aiskillstore/marketplace. Manages NotebookLM notebooks — query, add, list, search, enable/disable, remove. Use when a notebooklm.google.com URL appears or user mentions NotebookLM. Handles URLs through its own Chrome agent — do not navigate directly. Requires: claude-in-chrome MCP.

Its SKILL.md is about 2k tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including reference files (for example `references/commands.md`, `references/gotchas.md` and `references/schemas.md`).

It sits in Knowledge Management, covering Source-grounded notebooks. It works with NotebookLM and Model Context Protocol. The repository describes itself as: Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.

When your agent uses it

  • A notebooklm.google.com URL appears
  • User mentions NotebookLM

Example prompts

  • “Use the notebooklm-manager skill to manage NotebookLM notebooks — query, add, list, search, enable/disable, remove”
  • “/notebooklm-manager”

Requirements

  • Pre-approved tools (allowed-tools): Read, Write, Edit, Agent, AskUserQuestion

Workflow steps

7 steps, taken from the step headings in SKILL.md.

  1. Data Path Resolution (run first)
  2. Query Detection
  3. Notebook Lookup
  4. Chat History
  5. Agent Invocation
  6. Coverage Analysis
  7. Response Format

What it can do on your machine

Read from SKILL.md and the folder at commit 755bc35. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Read
    • Write
    • Edit
    • Agent
    • AskUserQuestion

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Notebooklm Manager loads about 2k tokens when it runs, and up to ~4k if it reads all its reference files. Until then it costs about 69 tokens; SKILL.md has 869 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~69
When it runs · the whole SKILL.md, loaded when a task matches
~2k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~4k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

Without a licence we can't republish the file, so here is its outline and opening line. It has 869 words (~2,023 tokens).

“Query orchestration and notebook registry management.”

— opening of SKILL.md by aiskillstore
name
notebooklm-manager
allowed-tools
Read, Write, Edit, Agent, AskUserQuestion

Read the full SKILL.md on GitHub

Files

SKILL.md and 4 other files (references) in skills/leejuoh/notebooklm-manager of aiskillstore/marketplace.

  • SKILL.md
  • references/commands.md
  • references/gotchas.md
  • references/schemas.md
  • skill-report.json

Open the folder on GitHubat commit 755bc35

Compare with similar skills

Notebooklm Manager next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Notebooklm Manager compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Notebooklm Manager this skillaiskillstore/marketplace430—~2kAutomated safety check: PassNone
Notebooklmroomi-fields/notebooklm-mcp191—~1.1kAutomated safety check: PassMIT
Nlm Skilliusztinpaul/ai-research-os-workshop1791 repos~6.9kAutomated safety check: PassMIT
Notebooklm Grounded ResearchAnastasiyaW/codex-claude-code-config154—~2.4kAutomated safety check: WarnMIT
Cc Notebooklmmathruffian-dot/claude-code-lazy-packs254—~172Automated safety check: PassMIT
Notebooklmgiuseppe-trisciuoglio/developer-kit356—~2.9kAutomated safety check: NotesMIT

Similar skills

  • Notebooklm

    roomi-fields/notebooklm-mcp

    This skill should be used when the user wants to query their Google NotebookLM notebooks for citation-backed, source-grounded answers, or manage notebooks, sources, and Studio content (audio…

    191 GitHub stars~1.1k tokensUpdated 1 mo ago
    Knowledge ManagementAuto-check passed
  • Nlm Skill

    iusztinpaul/ai-research-os-workshop

    Expert guide for the NotebookLM CLI (nlm) and MCP server - interfaces for Google NotebookLM.

    179 GitHub starsUsed in 1 repo~6.9k tokens
    Knowledge ManagementAuto-check passed
  • Notebooklm Grounded Research

    AnastasiyaW/codex-claude-code-config

    A skill your agent uses when: NotebookLM, notebooklm MCP, large documentation sets, courses, books, papers, or citation-backed research are mentioned.

    154 GitHub stars~2.4k tokensUpdated yesterday
    Knowledge ManagementAuto-check: warnings
  • Cc Notebooklm

    mathruffian-dot/claude-code-lazy-packs

    Claude Code 連接 NotebookLM MCP。說「連接 NotebookLM」時載入. An agent skill from mathruffian-dot/claude-code-lazy-packs.

    254 GitHub stars~172 tokensUpdated 1 mo ago
    Knowledge ManagementAuto-check passed
  • Notebooklm

    giuseppe-trisciuoglio/developer-kit

    Enables interaction with Google NotebookLM for advanced RAG (Retrieval-Augmented Generation) capabilities via the notebooklm-mcp-cli tool.

    356 GitHub stars~2.9k tokensUpdated 29 days ago
    Knowledge ManagementAuto-check: notes
  • Multi-Source to NotebookLM Processor

    joeseesun/qiaomu-anything-to-notebooklm

    Collects content from WeChat articles, web pages, YouTube, podcasts, documents and more, uploads it to NotebookLM and generates podcasts, slides or mind maps.

    6.2k GitHub stars~3.6k tokensUpdated 4 days ago
    Knowledge ManagementAuto-check passed

More from aiskillstore/marketplace

All 1,044 skills in this repo
  • Code Stats

    aiskillstore/marketplace

    Analyze codebase with tokei (fast line counts by language) and difft (semantic AST-aware diffs).

    430 GitHub starsUsed in 1 repo~697 tokens
    Auto-check: notes
  • Data Processing

    aiskillstore/marketplace

    Process JSON with jq and YAML/TOML with yq. An agent skill from aiskillstore/marketplace.

    430 GitHub starsUsed in 1 repo~720 tokens
    Auto-check: notes
  • Doc Scanner

    aiskillstore/marketplace

    Scans for project documentation files (AGENTS.md, CLAUDE.md, GEMINI.md, COPILOT.md, CURSOR.md, WARP.md, and 15+ other formats) and synthesizes guidance.

    430 GitHub starsUsed in 1 repo~644 tokens
    Auto-check: notes
  • File Search

    aiskillstore/marketplace

    Modern file and content search using fd, ripgrep (rg), and fzf.

    430 GitHub starsUsed in 1 repo~598 tokens
    Auto-check: notes
  • Find Replace

    aiskillstore/marketplace

    Modern find-and-replace using sd (simpler than sed) and batch replacement patterns.

    430 GitHub starsUsed in 1 repo~527 tokens
    Auto-check: notes
  • Project Planner

    aiskillstore/marketplace

    Detects stale project plans and suggests session commands. An agent skill from aiskillstore/marketplace.

    430 GitHub starsUsed in 1 repo~504 tokens
    Auto-check passed

Questions about Notebooklm Manager

What does Notebooklm Manager do?

Manages NotebookLM notebooks — query, add, list, search, enable/disable, remove. Notebooklm Manager is an agent skill from aiskillstore/marketplace. Manages NotebookLM notebooks — query, add, list, search, enable/disable, remove.

When should I use Notebooklm Manager?

Notebooklm Manager fits situations like: A notebooklm.google.com URL appears; user mentions NotebookLM.

How do I install Notebooklm Manager in Claude Code?

Run `npx skills add aiskillstore/marketplace --skill notebooklm-manager -a claude-code`. Or copy the skill folder (skills/leejuoh/notebooklm-manager in aiskillstore/marketplace) into .claude/skills/notebooklm-manager in your project. Claude Code loads it when a task matches its description.

How do I install Notebooklm Manager in Codex?

Run `npx skills add aiskillstore/marketplace --skill notebooklm-manager -a codex`. Or copy the skill folder (skills/leejuoh/notebooklm-manager in aiskillstore/marketplace) into .agents/skills/notebooklm-manager in your project. Codex loads it when a task matches its description.

Can I use Notebooklm Manager in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add aiskillstore/marketplace --skill notebooklm-manager -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/notebooklm-manager, .gemini/skills/notebooklm-manager, .github/skills/notebooklm-manager and .opencode/skills/notebooklm-manager in your project.

What does Notebooklm Manager need to run?

SKILL.md names no scripts, command-line tools or credentials: Notebooklm Manager is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Write, Edit, Agent, AskUserQuestion.

Does Notebooklm Manager access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Notebooklm Manager safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Notebooklm Manager use?

No licence was found for Notebooklm Manager or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Notebooklm Manager use?

About 2k tokens (SKILL.md is roughly 8.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 1.9k tokens, read only when the agent opens those files.

What are the alternatives to Notebooklm Manager?

Skills that share tags, products or a category with Notebooklm Manager: Notebooklm (roomi-fields/notebooklm-mcp, 191 stars), Nlm Skill (iusztinpaul/ai-research-os-workshop, 179 stars), Notebooklm Grounded Research (AnastasiyaW/codex-claude-code-config, 154 stars) and Cc Notebooklm (mathruffian-dot/claude-code-lazy-packs, 254 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Notebooklm Manager?

aiskillstore (a GitHub organization) maintains it in aiskillstore/marketplace, which has 430 GitHub stars. The repository holds 1,044 skills in this directory. The repository was last updated on October 9, 2026.

Source: aiskillstore/marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.