NotebookLM Research Assistant Skill

Interact with Google NotebookLM to query documentation with Gemini's source-grounded answers. Each question opens a fresh browser session, retrieves the answer exclusively from your uploaded documents, and closes.

When to Use This Skill

Trigger when user:

• •Mentions NotebookLM explicitly
• •Shares NotebookLM URL (https://notebooklm.google.com/notebook/...)
• •Asks to query their notebooks/documentation
• •Wants to add documentation to NotebookLM library
• •Uses phrases like "ask my NotebookLM", "check my docs", "query my notebook"

⚠️ CRITICAL: Add Command - Smart Discovery

When user wants to add a notebook without providing details:

SMART ADD (Recommended): Query the notebook first to discover its content:

# Step 1: Query the notebook about its content
python scripts/run.py ask_question.py --question "What is the content of this notebook? What topics are covered? Provide a complete overview briefly and concisely" --notebook-url "[URL]"

# Step 2: Use the discovered information to add it
python scripts/run.py notebook_manager.py add --url "[URL]" --name "[Based on content]" --description "[Based on content]" --topics "[Based on content]"

MANUAL ADD: If user provides all details:

• •--url - The NotebookLM URL
• •--name - A descriptive name
• •--description - What the notebook contains (REQUIRED!)
• •--topics - Comma-separated topics (REQUIRED!)

NEVER guess or use generic descriptions! If details missing, use Smart Add to discover them.

Critical: Always Use run.py Wrapper

NEVER call scripts directly. ALWAYS use python scripts/run.py [script]:

# ✅ CORRECT - Always use run.py:
python scripts/run.py auth_manager.py status
python scripts/run.py notebook_manager.py list
python scripts/run.py ask_question.py --question "..."

# ❌ WRONG - Never call directly:
python scripts/auth_manager.py status  # Fails without venv!

The run.py wrapper automatically:

1. •Creates .venv if needed
2. •Installs all dependencies
3. •Activates environment
4. •Executes script properly

Core Workflow

🧠 Knowledge Modules (Fractal Skills)

1. Step 1: Check Authentication Status

2. Step 2: Authenticate (One-Time Setup)

3. Step 3: Manage Notebook Library

4. Quick Workflow

5. Step 4: Ask Questions

6. Authentication Management (auth_manager.py)

7. Notebook Management (notebook_manager.py)

8. Question Interface (ask_question.py)

9. Data Cleanup (cleanup_manager.py)