NotebookLM Skill

SkillDev tools

Query and manage Google NotebookLM notebooks with persistent profile auth, source sync, batch/multi queries, and structured exports. Use when user asks to query NotebookLM, 'ask my notebook', shares NotebookLM notebook URLs, wants to list/create notebooks, manage sources, do bulk folder sync, dedupe, or audit exports.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the NotebookLM Skill skill

What this skill tells your AI

The instructions your AI receives, as published by sanjay3290/ai-skills in skills/notebooklm/SKILL.md and read by ahel’s review.

Query NotebookLM notebooks and manage notebooks/sources via Playwright browser automation.

All commands run from the skill directory. All scripts output JSON to stdout and exit 1 on error. Use --help on any script for full flag reference.

Workflow

  1. Authenticate: python scripts/auth_manager.py setup --profile <name>
  2. Register notebook: python scripts/notebook_manager.py add --url <url> --name <name> --description <desc> --topics <topics>
  3. Ask questions: python scripts/ask_question.py --question "..." --notebook-id <id>
  4. Manage sources: python scripts/remote_manager.py add-source|sync-sources ...

Key Behaviors

  • Runs headless by default; use --show-browser for debugging only.
  • Persistent Chrome profiles stored at ~/.config/claude/notebooklm-skill/ (override with NOTEBOOKLM_DATA_DIR).
  • Hash-based dedupe: file uploads skip unchanged sources automatically.
  • --dry-run available on all destructive/bulk operations (create, add-source, delete-source, sync-sources).
  • --retries N retries transient browser failures with screenshot/HTML artifact capture.
  • Batch mode (--questions "q1||q2||q3") and multi-notebook comparison (--compare-notebook-ids) supported.
  • Exports to JSON or Markdown via --export-format markdown --save-notes.
  • Answers include a follow-up reminder prompting Claude to ask clarifying questions before replying.

Quick Reference

# Auth
python scripts/auth_manager.py setup --profile work
python scripts/auth_manager.py status --profile work

# Library
python scripts/notebook_manager.py add --url "..." --name "..." --description "..." --topics "..."
python scripts/notebook_manager.py list

# Ask
python scripts/ask_question.py --question "..." --notebook-id <id>
python scripts/ask_question.py --questions "q1||q2" --notebook-id <id>

# Sources
python scripts/remote_manager.py add-source --notebook-id <id> --dir ./docs --recursive
python scripts/remote_manager.py sync-sources --notebook-id <id> --dir ./docs --recursive --delete-missing --dry-run

For full command reference with all flags and examples, see references/commands.md.

Signals

GitHub stars
422
Forks
45
Last commit
Sep 2026
Hacker News mentions
20
Advanced
Catalog kind
skill
Gateway key
notebooklm-sanjay3290
Source
github.com/sanjay3290/ai-skills