NotebookLM Quick Commands
Query Google NotebookLM for source-grounded, citation-backed answers.
Environment
All dependencies and authentication are handled automatically by run.py:
- First run creates
.venv and installs Python/Node.js dependencies
- If Google auth is missing or expired, a browser window opens automatically
- No manual pre-flight steps required
Usage
/nblm [args]
Commands
Notebook Management
| Command | Description |
|---------|-------------|
| login | Authenticate with Google |
| status | Show auth and library status |
| accounts | List all Google accounts |
| accounts add | Add a new Google account |
| accounts switch | Switch active account (by index or email) |
| accounts remove | Remove an account |
| local | List notebooks in local library |
| remote | List all notebooks from NotebookLM API |
| create | Create a new notebook |
| delete [--id ID] | Delete a notebook |
| rename [--id ID] | Rename a notebook |
| summary [--id ID] | Get AI-generated summary |
| describe [--id ID] | Get description and suggested topics |
| add | Add notebook to local library (auto-detects URL vs notebook ID) |
| activate | Set active notebook |
Source Management
| Command | Description |
|---------|-------------|
| sources [--id ID] | List sources in notebook |
| upload | Upload a single file |
| upload | Sync a folder of files to NotebookLM |
| upload-zlib | Download from Z-Library and upload |
| upload-url | Add URL as source |
| upload-youtube | Add YouTube video as source |
| upload-text [--content TEXT]</code> | Add text as source |</p>
<p style="margin:6px 0;color:var(--text-secondary)">| <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">source-text <source-id></code> | Get full indexed text |</p>
<p style="margin:6px 0;color:var(--text-secondary)">| <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">source-guide <source-id></code> | Get AI summary and keywords |</p>
<p style="margin:6px 0;color:var(--text-secondary)">| <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">source-rename <source-id> <name></code> | Rename a source |</p>
<p style="margin:6px 0;color:var(--text-secondary)">| <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">source-refresh <source-id></code> | Re-fetch URL content |</p>
<p style="margin:6px 0;color:var(--text-secondary)">| <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">source-delete <source-id></code> | Delete a source |</p>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"><strong style="color:var(--text-primary)">Upload options:</strong></p>
<ul style="margin:8px 0;padding-left:20px">
<li style="margin:3px 0;color:var(--text-secondary)"><code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">--use-active</code> - Upload to the currently active notebook</li>
<li style="margin:3px 0;color:var(--text-secondary)"><code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">--create-new</code> - Create a new notebook named after the file/folder</li>
<li style="margin:3px 0;color:var(--text-secondary)"><code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">--notebook-id <id></code> - Upload to a specific notebook</li>
<li style="margin:3px 0;color:var(--text-secondary)"><code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">--dry-run</code> - Show sync plan without executing (folder sync)</li>
<li style="margin:3px 0;color:var(--text-secondary)"><code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">--rebuild</code> - Force rebuild tracking file (folder sync)</li>
</ul>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"><strong style="color:var(--text-primary)">Important:</strong> When user runs upload without specifying a target, ASK them first:</p>
<blockquote style="border-left:3px solid var(--brand);padding:4px 12px;margin:8px 0;color:var(--text-muted)">"Would you like to upload to the active notebook, or create a new notebook?"</blockquote>
<p style="margin:6px 0;color:var(--text-secondary)">Then pass the appropriate flag (<code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">--use-active</code> or <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">--create-new</code>).</p>
<br>
<h3 style="font-size:1.1em;font-weight:600;margin:14px 0 4px;color:var(--text-primary)">Chat & Audio/Media</h3>
<p style="margin:6px 0;color:var(--text-secondary)">| Command | Description |</p>
<p style="margin:6px 0;color:var(--text-secondary)">|---------|-------------|</p>
<p style="margin:6px 0;color:var(--text-secondary)">| <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">ask <question></code> | Query NotebookLM |</p>
<p style="margin:6px 0;color:var(--text-secondary)">| <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">podcast [--instructions TEXT]</code> | Generate audio podcast |</p>
<p style="margin:6px 0;color:var(--text-secondary)">| <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">podcast-status <task-id></code> | Check podcast generation status |</p>
<p style="margin:6px 0;color:var(--text-secondary)">| <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">podcast-download [output-path]</code> | Download latest podcast |</p>
<p style="margin:6px 0;color:var(--text-secondary)">| <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">briefing [--instructions TEXT]</code> | Generate brief audio summary |</p>
<p style="margin:6px 0;color:var(--text-secondary)">| <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">debate [--instructions TEXT]</code> | Generate debate-style audio |</p>
<p style="margin:6px 0;color:var(--text-secondary)">| <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">slides [--instructions TEXT]</code> | Generate slide deck |</p>
<p style="margin:6px 0;color:var(--text-secondary)">| <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">slides-download [output-path]</code> | Download slide deck as PDF |</p>
<p style="margin:6px 0;color:var(--text-secondary)">| <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">infographic [--instructions TEXT]</code> | Generate infographic |</p>
<p style="margin:6px 0;color:var(--text-secondary)">| <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">infographic-download [output-path]</code> | Download infographic |</p>
<p style="margin:6px 0;color:var(--text-secondary)">| <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">media-list [--type TYPE]</code> | List generated media (audio/video/slides/infographic) |</p>
<p style="margin:6px 0;color:var(--text-secondary)">| <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">media-delete <id></code> | Delete a generated media item |</p>
<br>
<h2 style="font-size:1.3em;font-weight:700;margin:16px 0 6px;color:var(--text-primary)">Command Routing</h2>
<br>
<p style="margin:6px 0;color:var(--text-secondary)">Based on <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">$ARGUMENTS</code>, execute the appropriate command:</p>
<br>
<p style="margin:6px 0;color:var(--text-secondary)">$IF($ARGUMENTS,</p>
<p style="margin:6px 0;color:var(--text-secondary)"> Parse the command from: "$ARGUMENTS"</p>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"> <strong style="color:var(--text-primary)">login</strong> â <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">python scripts/run.py auth_manager.py setup --service google</code></p>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"> <strong style="color:var(--text-primary)">accounts</strong> â <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">python scripts/run.py auth_manager.py accounts list</code></p>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"> <strong style="color:var(--text-primary)">accounts add</strong> â <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">python scripts/run.py auth_manager.py accounts add</code></p>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"> <strong style="color:var(--text-primary)">accounts switch <id></strong> â <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">python scripts/run.py auth_manager.py accounts switch "<id>"</code></p>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"> <strong style="color:var(--text-primary)">accounts remove <id></strong> â <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">python scripts/run.py auth_manager.py accounts remove "<id>"</code></p>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"> <strong style="color:var(--text-primary)">status</strong> â Run both:</p>
<ul style="margin:8px 0;padding-left:20px">
<li style="margin:3px 0;color:var(--text-secondary)"><code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">python scripts/run.py auth_manager.py status</code></li>
<li style="margin:3px 0;color:var(--text-secondary)"><code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">python scripts/run.py notebook_manager.py list</code></li>
</ul>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"> <strong style="color:var(--text-primary)">local</strong> â <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">python scripts/run.py notebook_manager.py list</code></p>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"> <strong style="color:var(--text-primary)">remote</strong> â <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">python scripts/run.py nblm_cli.py notebooks</code></p>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"> <strong style="color:var(--text-primary)">create <name></strong> â <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">python scripts/run.py nblm_cli.py create "<name>"</code></p>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"> <strong style="color:var(--text-primary)">delete [--id ID]</strong> â <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">python scripts/run.py nblm_cli.py delete <args></code></p>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"> <strong style="color:var(--text-primary)">rename <name> [--id ID]</strong> â <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">python scripts/run.py nblm_cli.py rename "<name>" <args></code></p>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"> <strong style="color:var(--text-primary)">summary [--id ID]</strong> â <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">python scripts/run.py nblm_cli.py summary <args></code></p>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"> <strong style="color:var(--text-primary)">describe [--id ID]</strong> â <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">python scripts/run.py nblm_cli.py describe <args></code></p>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"> <strong style="color:var(--text-primary)">add <url-or-id></strong> â Smart add workflow (auto-detects URL vs notebook ID)</p>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"> <strong style="color:var(--text-primary)">activate <id></strong> â <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">python scripts/run.py notebook_manager.py activate --id "<id>"</code></p>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"> <strong style="color:var(--text-primary)">sources [--id ID]</strong> â <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">python scripts/run.py nblm_cli.py sources <args></code></p>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"> <strong style="color:var(--text-primary)">upload <file></strong> â First ASK user: "Upload to active notebook or create new?" Then:</p>
<ul style="margin:8px 0;padding-left:20px">
<li style="margin:3px 0;color:var(--text-secondary)">Active: <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">python scripts/run.py source_manager.py add --file "<file>" --use-active</code></li>
<li style="margin:3px 0;color:var(--text-secondary)">New: <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">python scripts/run.py source_manager.py add --file "<file>" --create-new</code></li>
</ul>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"> <strong style="color:var(--text-primary)">upload <folder></strong> â Sync a folder:</p>
<ul style="margin:8px 0;padding-left:20px">
<li style="margin:3px 0;color:var(--text-secondary)">First ASK user: "Sync to active notebook, create new, or specify notebook?"</li>
<li style="margin:3px 0;color:var(--text-secondary)">Active: <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">python scripts/run.py source_manager.py sync "<folder>" --use-active</code></li>
<li style="margin:3px 0;color:var(--text-secondary)">New: <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">python scripts/run.py source_manager.py sync "<folder>" --create-new</code></li>
<li style="margin:3px 0;color:var(--text-secondary)">Specific: <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">python scripts/run.py source_manager.py sync "<folder>" --notebook-id ID</code></li>
<li style="margin:3px 0;color:var(--text-secondary)">Dry-run: <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">python scripts/run.py source_manager.py sync "<folder>" --dry-run</code></li>
<li style="margin:3px 0;color:var(--text-secondary)">Rebuild: <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">python scripts/run.py source_manager.py sync "<folder>" --rebuild</code></li>
</ul>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"> <strong style="color:var(--text-primary)">upload-zlib <url></strong> â First ASK user: "Upload to active notebook or create new?" Then:</p>
<ul style="margin:8px 0;padding-left:20px">
<li style="margin:3px 0;color:var(--text-secondary)">Active: <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">python scripts/run.py source_manager.py add --url "<url>" --use-active</code></li>
<li style="margin:3px 0;color:var(--text-secondary)">New: <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">python scripts/run.py source_manager.py add --url "<url>" --create-new</code></li>
</ul>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"> <strong style="color:var(--text-primary)">upload-url <url></strong> â <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">python scripts/run.py nblm_cli.py upload-url "<url>"</code></p>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"> <strong style="color:var(--text-primary)">upload-youtube <url></strong> â <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">python scripts/run.py nblm_cli.py upload-youtube "<url>"</code></p>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"> <strong style="color:var(--text-primary)">upload-text <title></strong> â <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">python scripts/run.py nblm_cli.py upload-text "<title>" <args></code></p>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"> <strong style="color:var(--text-primary)">source-text <id></strong> â <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">python scripts/run.py nblm_cli.py source-text "<id>"</code></p>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"> <strong style="color:var(--text-primary)">source-guide <id></strong> â <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">python scripts/run.py nblm_cli.py source-guide "<id>"</code></p>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"> <strong style="color:var(--text-primary)">source-rename <id> <name></strong> â <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">python scripts/run.py nblm_cli.py source-rename "<id>" "<name>"</code></p>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"> <strong style="color:var(--text-primary)">source-refresh <id></strong> â <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">python scripts/run.py nblm_cli.py source-refresh "<id>"</code></p>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"> <strong style="color:var(--text-primary)">source-delete <id></strong> â <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">python scripts/run.py nblm_cli.py source-delete "<id>"</code></p>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"> <strong style="color:var(--text-primary)">ask <question></strong> â <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">python scripts/run.py nblm_cli.py ask "<question>"</code></p>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"> <strong style="color:var(--text-primary)">podcast</strong> â <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">python scripts/run.py artifact_manager.py generate --format DEEP_DIVE <args></code></p>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"> <strong style="color:var(--text-primary)">podcast-status <task-id></strong> â <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">python scripts/run.py artifact_manager.py status --task-id "<task-id>"</code></p>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"> <strong style="color:var(--text-primary)">podcast-download [output-path]</strong> â <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">python scripts/run.py artifact_manager.py download "<output-path>"</code></p>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"> <strong style="color:var(--text-primary)">briefing</strong> â <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">python scripts/run.py artifact_manager.py generate --format BRIEF <args></code></p>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"> <strong style="color:var(--text-primary)">debate</strong> â <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">python scripts/run.py artifact_manager.py generate --format DEBATE <args></code></p>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"> <strong style="color:var(--text-primary)">slides</strong> â <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">python scripts/run.py artifact_manager.py generate-slides <args></code></p>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"> <strong style="color:var(--text-primary)">slides-download [output-path]</strong> â <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">python scripts/run.py artifact_manager.py download "<output-path>" --type slide-deck</code></p>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"> <strong style="color:var(--text-primary)">infographic</strong> â <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">python scripts/run.py artifact_manager.py generate-infographic <args></code></p>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"> <strong style="color:var(--text-primary)">infographic-download [output-path]</strong> â <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">python scripts/run.py artifact_manager.py download "<output-path>" --type infographic</code></p>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"> <strong style="color:var(--text-primary)">media-list [--type TYPE]</strong> â <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">python scripts/run.py artifact_manager.py list <args></code></p>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"> <strong style="color:var(--text-primary)">media-delete <id></strong> â <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">python scripts/run.py artifact_manager.py delete "<id>"</code></p>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"> If command not recognized, show usage help.,</p>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"> Show available commands with <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">/nblm</code> (no arguments)</p>
<p style="margin:6px 0;color:var(--text-secondary)">)</p>
<br>
<h2 style="font-size:1.3em;font-weight:700;margin:16px 0 6px;color:var(--text-primary)">Podcast Options</h2>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"><pre style="background:var(--surface-3);border:1px solid var(--border);border-radius:8px;padding:12px 16px;overflow-x:auto;margin:12px 0"><code style="font-family:'DM Mono',monospace;font-size:12px;color:var(--text-secondary)">/nblm podcast --length DEFAULT --wait --output ./podcast.mp3
/nblm podcast --instructions "Focus on the key findings"
/nblm briefing --wait --output ./summary.mp3
/nblm debate --instructions "Compare the two approaches"</code></pre></p>
<br>
<p style="margin:6px 0;color:var(--text-secondary)">| Option | Values |</p>
<p style="margin:6px 0;color:var(--text-secondary)">|--------|--------|</p>
<p style="margin:6px 0;color:var(--text-secondary)">| <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">--length</code> | <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">SHORT</code>, <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">DEFAULT</code>, <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">LONG</code> |</p>
<p style="margin:6px 0;color:var(--text-secondary)">| <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">--instructions</code> | Custom instructions for the content |</p>
<p style="margin:6px 0;color:var(--text-secondary)">| <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">--wait</code> | Wait for generation to complete |</p>
<p style="margin:6px 0;color:var(--text-secondary)">| <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">--output</code> | Download path (requires <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">--wait</code>) |</p>
<br>
<h2 style="font-size:1.3em;font-weight:700;margin:16px 0 6px;color:var(--text-primary)">Slide Deck Options</h2>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"><pre style="background:var(--surface-3);border:1px solid var(--border);border-radius:8px;padding:12px 16px;overflow-x:auto;margin:12px 0"><code style="font-family:'DM Mono',monospace;font-size:12px;color:var(--text-secondary)">/nblm slides --format DETAILED_DECK --wait --output ./presentation.pdf
/nblm slides --instructions "Focus on key diagrams" --format PRESENTER_SLIDES</code></pre></p>
<br>
<p style="margin:6px 0;color:var(--text-secondary)">| Option | Values |</p>
<p style="margin:6px 0;color:var(--text-secondary)">|--------|--------|</p>
<p style="margin:6px 0;color:var(--text-secondary)">| <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">--format</code> | <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">DETAILED_DECK</code>, <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">PRESENTER_SLIDES</code> |</p>
<p style="margin:6px 0;color:var(--text-secondary)">| <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">--length</code> | <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">SHORT</code>, <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">DEFAULT</code> |</p>
<p style="margin:6px 0;color:var(--text-secondary)">| <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">--instructions</code> | Custom instructions for the content |</p>
<p style="margin:6px 0;color:var(--text-secondary)">| <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">--wait</code> | Wait for generation to complete |</p>
<p style="margin:6px 0;color:var(--text-secondary)">| <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">--output</code> | Download path (requires <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">--wait</code>) |</p>
<br>
<h2 style="font-size:1.3em;font-weight:700;margin:16px 0 6px;color:var(--text-primary)">Infographic Options</h2>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"><pre style="background:var(--surface-3);border:1px solid var(--border);border-radius:8px;padding:12px 16px;overflow-x:auto;margin:12px 0"><code style="font-family:'DM Mono',monospace;font-size:12px;color:var(--text-secondary)">/nblm infographic --orientation LANDSCAPE --wait --output ./visual.png
/nblm infographic --instructions "Highlight comparison" --detail-level DETAILED</code></pre></p>
<br>
<p style="margin:6px 0;color:var(--text-secondary)">| Option | Values |</p>
<p style="margin:6px 0;color:var(--text-secondary)">|--------|--------|</p>
<p style="margin:6px 0;color:var(--text-secondary)">| <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">--orientation</code> | <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">LANDSCAPE</code>, <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">PORTRAIT</code>, <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">SQUARE</code> |</p>
<p style="margin:6px 0;color:var(--text-secondary)">| <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">--detail-level</code> | <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">CONCISE</code>, <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">STANDARD</code>, <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">DETAILED</code> |</p>
<p style="margin:6px 0;color:var(--text-secondary)">| <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">--instructions</code> | Custom instructions for the content |</p>
<p style="margin:6px 0;color:var(--text-secondary)">| <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">--wait</code> | Wait for generation to complete |</p>
<p style="margin:6px 0;color:var(--text-secondary)">| <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">--output</code> | Download path (requires <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">--wait</code>) |</p>
<br>
<h2 style="font-size:1.3em;font-weight:700;margin:16px 0 6px;color:var(--text-primary)">Media Generation</h2>
<br>
<p style="margin:6px 0;color:var(--text-secondary)">| Command | Description | Output |</p>
<p style="margin:6px 0;color:var(--text-secondary)">|---------|-------------|--------|</p>
<p style="margin:6px 0;color:var(--text-secondary)">| <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">/nblm podcast</code> | Deep-dive audio discussion | MP3 |</p>
<p style="margin:6px 0;color:var(--text-secondary)">| <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">/nblm briefing</code> | Brief audio summary | MP3 |</p>
<p style="margin:6px 0;color:var(--text-secondary)">| <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">/nblm debate</code> | Debate-style audio | MP3 |</p>
<p style="margin:6px 0;color:var(--text-secondary)">| <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">/nblm slides</code> | Slide deck presentation | PDF |</p>
<p style="margin:6px 0;color:var(--text-secondary)">| <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">/nblm infographic</code> | Visual infographic | PNG |</p>
<br>
<h3 style="font-size:1.1em;font-weight:600;margin:14px 0 4px;color:var(--text-primary)">Examples</h3>
<p style="margin:6px 0;color:var(--text-secondary)"><pre style="background:var(--surface-3);border:1px solid var(--border);border-radius:8px;padding:12px 16px;overflow-x:auto;margin:12px 0"><code style="font-family:'DM Mono',monospace;font-size:12px;color:var(--text-secondary)">/nblm podcast --wait --output ./deep-dive.mp3
/nblm briefing --instructions "Focus on chapter 3" --wait
/nblm debate --length LONG --wait --output ./debate.mp3
/nblm slides --instructions "Include key diagrams" --format DETAILED_DECK --wait --output ./presentation.pdf
/nblm infographic --orientation LANDSCAPE --detail-level DETAILED --wait --output ./summary.png</code></pre></p>
<br>
<h3 style="font-size:1.1em;font-weight:600;margin:14px 0 4px;color:var(--text-primary)">Download & Manage</h3>
<p style="margin:6px 0;color:var(--text-secondary)"><pre style="background:var(--surface-3);border:1px solid var(--border);border-radius:8px;padding:12px 16px;overflow-x:auto;margin:12px 0"><code style="font-family:'DM Mono',monospace;font-size:12px;color:var(--text-secondary)">/nblm podcast-download ./my-podcast.mp3
/nblm slides-download ./presentation.pdf
/nblm infographic-download ./visual.png
/nblm media-list # List all generated media
/nblm media-list --type audio # List only audio
/nblm media-delete <id> # Delete a media item</code></pre></p>
<br>
<hr style="border:none;border-top:1px solid var(--border);margin:16px 0">
<br>
<h1 style="font-size:1.5em;font-weight:700;margin:20px 0 8px;color:var(--text-primary)">Extended Documentation</h1>
<br>
<h2 style="font-size:1.3em;font-weight:700;margin:16px 0 6px;color:var(--text-primary)">When to Use This Skill</h2>
<br>
<p style="margin:6px 0;color:var(--text-secondary)">Trigger when user:</p>
<ul style="margin:8px 0;padding-left:20px">
<li style="margin:3px 0;color:var(--text-secondary)">Mentions NotebookLM explicitly</li>
<li style="margin:3px 0;color:var(--text-secondary)">Shares NotebookLM URL (<code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">https://notebooklm.google.com/notebook/...</code>)</li>
<li style="margin:3px 0;color:var(--text-secondary)">Asks to query their notebooks/documentation</li>
<li style="margin:3px 0;color:var(--text-secondary)">Wants to add documentation to NotebookLM library</li>
<li style="margin:3px 0;color:var(--text-secondary)">Uses phrases like "ask my NotebookLM", "check my docs", "query my notebook"</li>
</ul>
<br>
<h2 style="font-size:1.3em;font-weight:700;margin:16px 0 6px;color:var(--text-primary)">â ď¸ CRITICAL: Add Command - Smart Discovery</h2>
<br>
<p style="margin:6px 0;color:var(--text-secondary)">The add command now <strong style="color:var(--text-primary)">automatically discovers metadata</strong> from the notebook:</p>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"><pre style="background:var(--surface-3);border:1px solid var(--border);border-radius:8px;padding:12px 16px;overflow-x:auto;margin:12px 0"><code style="font-family:'DM Mono',monospace;font-size:12px;color:var(--text-secondary)"># Smart Add (auto-discovers name, description, topics)
python scripts/run.py notebook_manager.py add <notebook-id-or-url>
# With optional overrides
python scripts/run.py notebook_manager.py add <id> --name "Custom Name" --topics "custom,topics"</code></pre></p>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"><strong style="color:var(--text-primary)">What Smart Add does:</strong></p>
<ol style="margin:8px 0;padding-left:20px">
<li style="margin:3px 0;color:var(--text-secondary)">Fetches notebook title from NotebookLM API</li>
<li style="margin:3px 0;color:var(--text-secondary)">Queries the notebook content to generate description and topics</li>
<li style="margin:3px 0;color:var(--text-secondary)">Adds to local library with discovered metadata</li>
</ol>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"><strong style="color:var(--text-primary)">Supported input formats:</strong></p>
<ul style="margin:8px 0;padding-left:20px">
<li style="margin:3px 0;color:var(--text-secondary)">Notebook ID: <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">5fd9f36b-8000-401d-a7a0-7aa3f7832644</code></li>
<li style="margin:3px 0;color:var(--text-secondary)">Full URL: <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">https://notebooklm.google.com/notebook/5fd9f36b-8000-401d-a7a0-7aa3f7832644</code></li>
</ul>
<br>
<p style="margin:6px 0;color:var(--text-secondary)">NEVER manually specify <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">--name</code>, <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">--description</code>, or <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">--topics</code> unless the user explicitly provides them.</p>
<br>
<h2 style="font-size:1.3em;font-weight:700;margin:16px 0 6px;color:var(--text-primary)">Critical: Always Use run.py Wrapper</h2>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"><strong style="color:var(--text-primary)">NEVER call scripts directly. ALWAYS use <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">python scripts/run.py [script]</code>:</strong></p>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"><pre style="background:var(--surface-3);border:1px solid var(--border);border-radius:8px;padding:12px 16px;overflow-x:auto;margin:12px 0"><code style="font-family:'DM Mono',monospace;font-size:12px;color:var(--text-secondary)"># â
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 "..."
# â WRONG - Never call directly:
python scripts/auth_manager.py status # Fails without venv!</code></pre></p>
<br>
<p style="margin:6px 0;color:var(--text-secondary)">The <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">run.py</code> wrapper automatically:</p>
<ol style="margin:8px 0;padding-left:20px">
<li style="margin:3px 0;color:var(--text-secondary)">Creates <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">.venv</code> if needed</li>
<li style="margin:3px 0;color:var(--text-secondary)">Installs all dependencies</li>
<li style="margin:3px 0;color:var(--text-secondary)">Activates environment</li>
<li style="margin:3px 0;color:var(--text-secondary)">Executes script properly</li>
</ol>
<br>
<h2 style="font-size:1.3em;font-weight:700;margin:16px 0 6px;color:var(--text-primary)">Core Workflow</h2>
<br>
<h3 style="font-size:1.1em;font-weight:600;margin:14px 0 4px;color:var(--text-primary)">Step 1: Check Authentication Status</h3>
<p style="margin:6px 0;color:var(--text-secondary)"><pre style="background:var(--surface-3);border:1px solid var(--border);border-radius:8px;padding:12px 16px;overflow-x:auto;margin:12px 0"><code style="font-family:'DM Mono',monospace;font-size:12px;color:var(--text-secondary)">python scripts/run.py auth_manager.py status</code></pre></p>
<br>
<p style="margin:6px 0;color:var(--text-secondary)">If not authenticated, proceed to setup.</p>
<br>
<h3 style="font-size:1.1em;font-weight:600;margin:14px 0 4px;color:var(--text-primary)">Step 2: Authenticate (One-Time Setup)</h3>
<p style="margin:6px 0;color:var(--text-secondary)"><pre style="background:var(--surface-3);border:1px solid var(--border);border-radius:8px;padding:12px 16px;overflow-x:auto;margin:12px 0"><code style="font-family:'DM Mono',monospace;font-size:12px;color:var(--text-secondary)"># Browser MUST be visible for manual Google login
python scripts/run.py auth_manager.py setup</code></pre></p>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"><strong style="color:var(--text-primary)">Important:</strong></p>
<ul style="margin:8px 0;padding-left:20px">
<li style="margin:3px 0;color:var(--text-secondary)">Browser is VISIBLE for authentication</li>
<li style="margin:3px 0;color:var(--text-secondary)">Browser window opens automatically</li>
<li style="margin:3px 0;color:var(--text-secondary)">User must manually log in to Google</li>
<li style="margin:3px 0;color:var(--text-secondary)">Tell user: "A browser window will open for Google login"</li>
</ul>
<br>
<h3 style="font-size:1.1em;font-weight:600;margin:14px 0 4px;color:var(--text-primary)">Step 3: Manage Notebook Library</h3>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"><pre style="background:var(--surface-3);border:1px solid var(--border);border-radius:8px;padding:12px 16px;overflow-x:auto;margin:12px 0"><code style="font-family:'DM Mono',monospace;font-size:12px;color:var(--text-secondary)"># List all notebooks
python scripts/run.py notebook_manager.py list
# BEFORE ADDING: Ask user for metadata if unknown!
# "What does this notebook contain?"
# "What topics should I tag it with?"
# Add notebook to library (ALL parameters are REQUIRED!)
python scripts/run.py notebook_manager.py add \
--url "https://notebooklm.google.com/notebook/..." \
--name "Descriptive Name" \
--description "What this notebook contains" \ # REQUIRED - ASK USER IF UNKNOWN!
--topics "topic1,topic2,topic3" # REQUIRED - ASK USER IF UNKNOWN!
# Search notebooks by topic
python scripts/run.py notebook_manager.py search --query "keyword"
# Set active notebook
python scripts/run.py notebook_manager.py activate --id notebook-id
# Remove notebook
python scripts/run.py notebook_manager.py remove --id notebook-id</code></pre></p>
<br>
<h3 style="font-size:1.1em;font-weight:600;margin:14px 0 4px;color:var(--text-primary)">Quick Workflow</h3>
<ol style="margin:8px 0;padding-left:20px">
<li style="margin:3px 0;color:var(--text-secondary)">Check library: <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">python scripts/run.py notebook_manager.py list</code></li>
<li style="margin:3px 0;color:var(--text-secondary)">Ask question: <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">python scripts/run.py ask_question.py --question "..." --notebook-id ID</code></li>
</ol>
<br>
<h3 style="font-size:1.1em;font-weight:600;margin:14px 0 4px;color:var(--text-primary)">Step 4: Ask Questions</h3>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"><pre style="background:var(--surface-3);border:1px solid var(--border);border-radius:8px;padding:12px 16px;overflow-x:auto;margin:12px 0"><code style="font-family:'DM Mono',monospace;font-size:12px;color:var(--text-secondary)"># Basic query (uses active notebook if set)
python scripts/run.py ask_question.py --question "Your question here"
# Query specific notebook
python scripts/run.py ask_question.py --question "..." --notebook-id notebook-id
# Query with notebook URL directly
python scripts/run.py ask_question.py --question "..." --notebook-url "https://..."
# Show browser for debugging
python scripts/run.py ask_question.py --question "..." --show-browser</code></pre></p>
<br>
<h2 style="font-size:1.3em;font-weight:700;margin:16px 0 6px;color:var(--text-primary)">Follow-Up Mechanism (CRITICAL)</h2>
<br>
<p style="margin:6px 0;color:var(--text-secondary)">Every NotebookLM answer ends with: <strong style="color:var(--text-primary)">"EXTREMELY IMPORTANT: Is that ALL you need to know?"</strong></p>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"><strong style="color:var(--text-primary)">Required Claude Behavior:</strong></p>
<ol style="margin:8px 0;padding-left:20px">
<li style="margin:3px 0;color:var(--text-secondary)"><strong style="color:var(--text-primary)">STOP</strong> - Do not immediately respond to user</li>
<li style="margin:3px 0;color:var(--text-secondary)"><strong style="color:var(--text-primary)">ANALYZE</strong> - Compare answer to user's original request</li>
<li style="margin:3px 0;color:var(--text-secondary)"><strong style="color:var(--text-primary)">IDENTIFY GAPS</strong> - Determine if more information needed</li>
<li style="margin:3px 0;color:var(--text-secondary)"><strong style="color:var(--text-primary)">ASK FOLLOW-UP</strong> - If gaps exist, immediately ask:</li>
<p style="margin:6px 0;color:var(--text-secondary)"> <pre style="background:var(--surface-3);border:1px solid var(--border);border-radius:8px;padding:12px 16px;overflow-x:auto;margin:12px 0"><code style="font-family:'DM Mono',monospace;font-size:12px;color:var(--text-secondary)">python scripts/run.py ask_question.py --question "Follow-up with context..."</code></pre></p>
<li style="margin:3px 0;color:var(--text-secondary)"><strong style="color:var(--text-primary)">REPEAT</strong> - Continue until information is complete</li>
<li style="margin:3px 0;color:var(--text-secondary)"><strong style="color:var(--text-primary)">SYNTHESIZE</strong> - Combine all answers before responding to user</li>
</ol>
<br>
<h2 style="font-size:1.3em;font-weight:700;margin:16px 0 6px;color:var(--text-primary)">Z-Library Integration</h2>
<br>
<h3 style="font-size:1.1em;font-weight:600;margin:14px 0 4px;color:var(--text-primary)">Triggers</h3>
<ul style="margin:8px 0;padding-left:20px">
<li style="margin:3px 0;color:var(--text-secondary)">User provides Z-Library URL (zlib.li, z-lib.org, zh.zlib.li)</li>
<li style="margin:3px 0;color:var(--text-secondary)">User says "download this book to NotebookLM"</li>
<li style="margin:3px 0;color:var(--text-secondary)">User says "add this book from Z-Library"</li>
</ul>
<br>
<h3 style="font-size:1.1em;font-weight:600;margin:14px 0 4px;color:var(--text-primary)">Setup (One-Time)</h3>
<p style="margin:6px 0;color:var(--text-secondary)"><pre style="background:var(--surface-3);border:1px solid var(--border);border-radius:8px;padding:12px 16px;overflow-x:auto;margin:12px 0"><code style="font-family:'DM Mono',monospace;font-size:12px;color:var(--text-secondary)"># Authenticate with Z-Library
python scripts/run.py auth_manager.py setup --service zlibrary</code></pre></p>
<br>
<h3 style="font-size:1.1em;font-weight:600;margin:14px 0 4px;color:var(--text-primary)">Commands</h3>
<p style="margin:6px 0;color:var(--text-secondary)"><pre style="background:var(--surface-3);border:1px solid var(--border);border-radius:8px;padding:12px 16px;overflow-x:auto;margin:12px 0"><code style="font-family:'DM Mono',monospace;font-size:12px;color:var(--text-secondary)"># Add book from Z-Library
python scripts/run.py source_manager.py add --url "https://zh.zlib.li/book/..."
# Check Z-Library auth status
python scripts/run.py auth_manager.py status --service zlibrary</code></pre></p>
<br>
<h2 style="font-size:1.3em;font-weight:700;margin:16px 0 6px;color:var(--text-primary)">Script Reference</h2>
<br>
<h3 style="font-size:1.1em;font-weight:600;margin:14px 0 4px;color:var(--text-primary)">Authentication Management (<code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">auth_manager.py</code>)</h3>
<p style="margin:6px 0;color:var(--text-secondary)"><pre style="background:var(--surface-3);border:1px solid var(--border);border-radius:8px;padding:12px 16px;overflow-x:auto;margin:12px 0"><code style="font-family:'DM Mono',monospace;font-size:12px;color:var(--text-secondary)">python scripts/run.py auth_manager.py setup # Default: Google
python scripts/run.py auth_manager.py setup --service google
python scripts/run.py auth_manager.py setup --service zlibrary
python scripts/run.py auth_manager.py status # Show all services
python scripts/run.py auth_manager.py status --service zlibrary
python scripts/run.py auth_manager.py clear --service zlibrary # Clear auth
# Multi-Account Management (Google)
python scripts/run.py auth_manager.py accounts list # List all accounts
python scripts/run.py auth_manager.py accounts add # Add new account
python scripts/run.py auth_manager.py accounts switch 1 # Switch by index
python scripts/run.py auth_manager.py accounts switch user@gmail.com # Switch by email
python scripts/run.py auth_manager.py accounts remove 2 # Remove account</code></pre></p>
<br>
<h3 style="font-size:1.1em;font-weight:600;margin:14px 0 4px;color:var(--text-primary)">Notebook Management (<code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">notebook_manager.py</code>)</h3>
<p style="margin:6px 0;color:var(--text-secondary)"><pre style="background:var(--surface-3);border:1px solid var(--border);border-radius:8px;padding:12px 16px;overflow-x:auto;margin:12px 0"><code style="font-family:'DM Mono',monospace;font-size:12px;color:var(--text-secondary)">python scripts/run.py notebook_manager.py add --url URL --name NAME --description DESC --topics TOPICS
# OR use notebook ID directly:
python scripts/run.py notebook_manager.py add --notebook-id ID --name NAME --description DESC --topics TOPICS
python scripts/run.py notebook_manager.py list
python scripts/run.py notebook_manager.py search --query QUERY
python scripts/run.py notebook_manager.py activate --id ID
python scripts/run.py notebook_manager.py remove --id ID
python scripts/run.py notebook_manager.py stats</code></pre></p>
<br>
<h3 style="font-size:1.1em;font-weight:600;margin:14px 0 4px;color:var(--text-primary)">Question Interface (<code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">ask_question.py</code>)</h3>
<p style="margin:6px 0;color:var(--text-secondary)"><pre style="background:var(--surface-3);border:1px solid var(--border);border-radius:8px;padding:12px 16px;overflow-x:auto;margin:12px 0"><code style="font-family:'DM Mono',monospace;font-size:12px;color:var(--text-secondary)">python scripts/run.py ask_question.py --question "..." [--notebook-id ID] [--notebook-url URL] [--show-browser]</code></pre></p>
<br>
<h3 style="font-size:1.1em;font-weight:600;margin:14px 0 4px;color:var(--text-primary)">Source Manager (<code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">source_manager.py</code>)</h3>
<p style="margin:6px 0;color:var(--text-secondary)"><pre style="background:var(--surface-3);border:1px solid var(--border);border-radius:8px;padding:12px 16px;overflow-x:auto;margin:12px 0"><code style="font-family:'DM Mono',monospace;font-size:12px;color:var(--text-secondary)"># Upload to active notebook
python scripts/run.py source_manager.py add --file "/path/to/book.pdf" --use-active
# Create new notebook for upload
python scripts/run.py source_manager.py add --file "/path/to/book.pdf" --create-new
# Upload to specific notebook
python scripts/run.py source_manager.py add --file "/path/to/book.pdf" --notebook-id NOTEBOOK_ID
# Z-Library download and upload
python scripts/run.py source_manager.py add --url "https://zh.zlib.li/book/..." --use-active
python scripts/run.py source_manager.py add --url "https://zh.zlib.li/book/..." --create-new
# Sync a folder (new!)
python scripts/run.py source_manager.py sync "/path/to/docs" --use-active
python scripts/run.py source_manager.py sync "/path/to/docs" --create-new
python scripts/run.py source_manager.py sync "/path/to/docs" --notebook-id NOTEBOOK_ID
# Sync options (new!)
python scripts/run.py source_manager.py sync "/path/to/docs" --dry-run # Preview only
python scripts/run.py source_manager.py sync "/path/to/docs" --rebuild # Force re-hash all files</code></pre></p>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"><strong style="color:var(--text-primary)">Folder Sync:</strong></p>
<ul style="margin:8px 0;padding-left:20px">
<li style="margin:3px 0;color:var(--text-secondary)">Scans folder for supported types: PDF, TXT, MD, DOCX, HTML, EPUB</li>
<li style="margin:3px 0;color:var(--text-secondary)">Tracks sync state internally (no per-folder tracking file to manage)</li>
<li style="margin:3px 0;color:var(--text-secondary)">Sync strategy: add new, update modified (delete + re-upload), skip unchanged</li>
<li style="margin:3px 0;color:var(--text-secondary)">Multi-account aware (tracks which Google account was used)</li>
<p style="margin:6px 0;color:var(--text-secondary)"><strong style="color:var(--text-primary)">Note:</strong> One of <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">--use-active</code>, <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">--create-new</code>, or <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">--notebook-id</code> is REQUIRED.</p>
<p style="margin:6px 0;color:var(--text-secondary)">Uploads wait for NotebookLM processing and print progress as <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">Ready: N/T</code>. Press Ctrl+C to stop waiting.</p>
<p style="margin:6px 0;color:var(--text-secondary)">Local file uploads use browser automation and require Google authentication.</p>
<p style="margin:6px 0;color:var(--text-secondary)">If browser automation is unavailable, set <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">NOTEBOOKLM_UPLOAD_MODE=text</code> to upload extracted text instead (PDFs require <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">pypdf</code>).</p>
</ul>
<br>
<h3 style="font-size:1.1em;font-weight:600;margin:14px 0 4px;color:var(--text-primary)">Data Cleanup (<code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">cleanup_manager.py</code>)</h3>
<p style="margin:6px 0;color:var(--text-secondary)"><pre style="background:var(--surface-3);border:1px solid var(--border);border-radius:8px;padding:12px 16px;overflow-x:auto;margin:12px 0"><code style="font-family:'DM Mono',monospace;font-size:12px;color:var(--text-secondary)">python scripts/run.py cleanup_manager.py # Preview cleanup
python scripts/run.py cleanup_manager.py --confirm # Execute cleanup
python scripts/run.py cleanup_manager.py --preserve-library # Keep notebooks</code></pre></p>
<br>
<h3 style="font-size:1.1em;font-weight:600;margin:14px 0 4px;color:var(--text-primary)">Watchdog Status (<code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">auth_manager.py</code>)</h3>
<p style="margin:6px 0;color:var(--text-secondary)"><pre style="background:var(--surface-3);border:1px solid var(--border);border-radius:8px;padding:12px 16px;overflow-x:auto;margin:12px 0"><code style="font-family:'DM Mono',monospace;font-size:12px;color:var(--text-secondary)">python scripts/run.py auth_manager.py watchdog-status</code></pre></p>
<br>
<h2 style="font-size:1.3em;font-weight:700;margin:16px 0 6px;color:var(--text-primary)">Environment Management</h2>
<br>
<p style="margin:6px 0;color:var(--text-secondary)">The virtual environment is automatically managed:</p>
<ul style="margin:8px 0;padding-left:20px">
<li style="margin:3px 0;color:var(--text-secondary)">First run creates <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">.venv</code> automatically</li>
<li style="margin:3px 0;color:var(--text-secondary)">Dependencies install automatically</li>
<li style="margin:3px 0;color:var(--text-secondary)">Node.js dependencies install automatically</li>
<li style="margin:3px 0;color:var(--text-secondary)">agent-browser daemon starts on demand and keeps browser state in memory</li>
<li style="margin:3px 0;color:var(--text-secondary)">daemon stops after 10 minutes of inactivity (any agent-browser command resets the timer)</li>
<li style="margin:3px 0;color:var(--text-secondary)">set <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">AGENT_BROWSER_OWNER_PID</code> to auto-stop when the agent process exits</li>
<li style="margin:3px 0;color:var(--text-secondary)"><code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">scripts/run.py</code> sets <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">AGENT_BROWSER_OWNER_PID</code> to its parent PID by default</li>
<li style="margin:3px 0;color:var(--text-secondary)">Everything isolated in skill directory</li>
</ul>
<br>
<p style="margin:6px 0;color:var(--text-secondary)">Manual setup (only if automatic fails):</p>
<p style="margin:6px 0;color:var(--text-secondary)"><pre style="background:var(--surface-3);border:1px solid var(--border);border-radius:8px;padding:12px 16px;overflow-x:auto;margin:12px 0"><code style="font-family:'DM Mono',monospace;font-size:12px;color:var(--text-secondary)">python -m venv .venv
source .venv/bin/activate # Linux/Mac
pip install -r requirements.txt
npm install
npm run install-browsers</code></pre></p>
<br>
<h2 style="font-size:1.3em;font-weight:700;margin:16px 0 6px;color:var(--text-primary)">Data Storage</h2>
<br>
<p style="margin:6px 0;color:var(--text-secondary)">All data stored in <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">~/.claude/skills/notebooklm/data/</code>:</p>
<ul style="margin:8px 0;padding-left:20px">
<li style="margin:3px 0;color:var(--text-secondary)"><code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">library.json</code> - Notebook metadata (with account associations)</li>
<li style="margin:3px 0;color:var(--text-secondary)"><code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">auth/google/</code> - Multi-account Google auth</li>
<li style="margin:3px 0;color:var(--text-secondary)"><code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">index.json</code> - Account index (active account, list)</li>
<li style="margin:3px 0;color:var(--text-secondary)"><code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px"><n>-<email>.json</code> - Per-account credentials</li>
<li style="margin:3px 0;color:var(--text-secondary)"><code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">auth/zlibrary.json</code> - Z-Library auth state</li>
<li style="margin:3px 0;color:var(--text-secondary)"><code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">agent_browser/session_id</code> - Current daemon session ID</li>
<li style="margin:3px 0;color:var(--text-secondary)"><code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">agent_browser/last_activity.json</code> - Last activity timestamp for idle shutdown</li>
<li style="margin:3px 0;color:var(--text-secondary)"><code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">agent_browser/watchdog.pid</code> - Idle watchdog process ID</li>
</ul>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"><strong style="color:var(--text-primary)">Security:</strong> Protected by <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">.gitignore</code>, never commit to git.</p>
<br>
<h2 style="font-size:1.3em;font-weight:700;margin:16px 0 6px;color:var(--text-primary)">Configuration</h2>
<br>
<p style="margin:6px 0;color:var(--text-secondary)">Optional <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">.env</code> file in skill directory:</p>
<p style="margin:6px 0;color:var(--text-secondary)"><pre style="background:var(--surface-3);border:1px solid var(--border);border-radius:8px;padding:12px 16px;overflow-x:auto;margin:12px 0"><code style="font-family:'DM Mono',monospace;font-size:12px;color:var(--text-secondary)">HEADLESS=false # Browser visibility
SHOW_BROWSER=false # Default browser display
STEALTH_ENABLED=true # Human-like behavior
TYPING_WPM_MIN=160 # Typing speed
TYPING_WPM_MAX=240
DEFAULT_NOTEBOOK_ID= # Default notebook</code></pre></p>
<br>
<h2 style="font-size:1.3em;font-weight:700;margin:16px 0 6px;color:var(--text-primary)">Decision Flow</h2>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"><pre style="background:var(--surface-3);border:1px solid var(--border);border-radius:8px;padding:12px 16px;overflow-x:auto;margin:12px 0"><code style="font-family:'DM Mono',monospace;font-size:12px;color:var(--text-secondary)">User mentions NotebookLM
â
Check auth â python scripts/run.py auth_manager.py status
â
If not authenticated â python scripts/run.py auth_manager.py setup
â
Check/Add notebook â python scripts/run.py notebook_manager.py list/add (with --description)
â
Activate notebook â python scripts/run.py notebook_manager.py activate --id ID
â
Ask question â python scripts/run.py ask_question.py --question "..."
â
See "Is that ALL you need?" â Ask follow-ups until complete
â
Synthesize and respond to user</code></pre></p>
<br>
<h2 style="font-size:1.3em;font-weight:700;margin:16px 0 6px;color:var(--text-primary)">Troubleshooting</h2>
<br>
<p style="margin:6px 0;color:var(--text-secondary)">| Problem | Solution |</p>
<p style="margin:6px 0;color:var(--text-secondary)">|---------|----------|</p>
<p style="margin:6px 0;color:var(--text-secondary)">| ModuleNotFoundError | Use <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">run.py</code> wrapper |</p>
<p style="margin:6px 0;color:var(--text-secondary)">| Authentication fails | Browser must be visible for setup! --show-browser |</p>
<p style="margin:6px 0;color:var(--text-secondary)">| DAEMON_UNAVAILABLE | Ensure Node.js/npm installed, run <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">npm install</code>, retry |</p>
<p style="margin:6px 0;color:var(--text-secondary)">| AUTH_REQUIRED | Run <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">python scripts/run.py auth_manager.py setup</code> |</p>
<p style="margin:6px 0;color:var(--text-secondary)">| ELEMENT_NOT_FOUND | Verify notebook URL and re-run with fresh page load |</p>
<p style="margin:6px 0;color:var(--text-secondary)">| Rate limit (50/day) | Wait or add another Google account with <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">accounts add</code> |</p>
<p style="margin:6px 0;color:var(--text-secondary)">| Browser crashes | <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">python scripts/run.py cleanup_manager.py --preserve-library</code> |</p>
<p style="margin:6px 0;color:var(--text-secondary)">| Notebook not found | Check with <code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">notebook_manager.py list</code> |</p>
<br>
<h2 style="font-size:1.3em;font-weight:700;margin:16px 0 6px;color:var(--text-primary)">Best Practices</h2>
<br>
<ol style="margin:8px 0;padding-left:20px">
<li style="margin:3px 0;color:var(--text-secondary)"><strong style="color:var(--text-primary)">Always use run.py</strong> - Handles environment automatically</li>
<li style="margin:3px 0;color:var(--text-secondary)"><strong style="color:var(--text-primary)">Check auth first</strong> - Before any operations</li>
<li style="margin:3px 0;color:var(--text-secondary)"><strong style="color:var(--text-primary)">Follow-up questions</strong> - Don't stop at first answer</li>
<li style="margin:3px 0;color:var(--text-secondary)"><strong style="color:var(--text-primary)">Browser visible for auth</strong> - Required for manual login</li>
<li style="margin:3px 0;color:var(--text-secondary)"><strong style="color:var(--text-primary)">Include context</strong> - Each question is independent</li>
<li style="margin:3px 0;color:var(--text-secondary)"><strong style="color:var(--text-primary)">Synthesize answers</strong> - Combine multiple responses</li>
</ol>
<br>
<h2 style="font-size:1.3em;font-weight:700;margin:16px 0 6px;color:var(--text-primary)">Limitations</h2>
<br>
<ul style="margin:8px 0;padding-left:20px">
<li style="margin:3px 0;color:var(--text-secondary)">No session persistence (each question = new browser)</li>
<li style="margin:3px 0;color:var(--text-secondary)">Rate limits on free Google accounts (50 queries/day per account; use multiple accounts to increase)</li>
<li style="margin:3px 0;color:var(--text-secondary)">Manual upload required (user must add docs to NotebookLM)</li>
<li style="margin:3px 0;color:var(--text-secondary)">Browser overhead (few seconds per question)</li>
</ul>
<br>
<h2 style="font-size:1.3em;font-weight:700;margin:16px 0 6px;color:var(--text-primary)">Resources (Skill Structure)</h2>
<br>
<p style="margin:6px 0;color:var(--text-secondary)"><strong style="color:var(--text-primary)">Important directories and files:</strong></p>
<br>
<ul style="margin:8px 0;padding-left:20px">
<li style="margin:3px 0;color:var(--text-secondary)"><code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">scripts/</code> - All automation scripts (ask_question.py, notebook_manager.py, etc.)</li>
<li style="margin:3px 0;color:var(--text-secondary)"><code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">data/</code> - Local storage for authentication and notebook library</li>
<li style="margin:3px 0;color:var(--text-secondary)"><code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">references/</code> - Extended documentation:</li>
<li style="margin:3px 0;color:var(--text-secondary)"><code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">api_reference.md</code> - Detailed API documentation for all scripts</li>
<li style="margin:3px 0;color:var(--text-secondary)"><code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">troubleshooting.md</code> - Common issues and solutions</li>
<li style="margin:3px 0;color:var(--text-secondary)"><code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">usage_patterns.md</code> - Best practices and workflow examples</li>
<li style="margin:3px 0;color:var(--text-secondary)"><code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">.venv/</code> - Isolated Python environment (auto-created on first run)</li>
<li style="margin:3px 0;color:var(--text-secondary)"><code style="background:var(--surface-3);padding:1px 5px;border-radius:3px;font-family:'DM Mono',monospace;font-size:12px">.gitignore</code> - Protects sensitive data from being committed</li>
</ul>
<br></div></div></div></div></div></div><div class="rounded-2xl overflow-hidden" style="background:var(--surface-1);border:1px solid var(--border)"><div class="flex flex-col sm:flex-row items-start sm:items-center justify-between px-6 py-4 border-b gap-4" style="border-color:var(--border);background:var(--surface-2)"><div class="flex items-center gap-3"><span class="text-lg">đ¤</span><div><h2 class="text-sm font-semibold" style="color:var(--text-primary)">AI Usage Analysis</h2><p class="text-xs" style="color:var(--text-muted)">Generated <!-- -->Mar 1, 2026</p></div></div><div class="flex flex-wrap items-center gap-2 w-full sm:w-auto"><span class="text-xs px-2 py-0.5 rounded-full" style="background:var(--surface-3);color:var(--text-muted)">Researchers and Academics</span><span class="text-xs px-2 py-0.5 rounded-full" style="background:var(--surface-3);color:var(--text-muted)">Content Creators and Marketers</span><span class="text-xs px-2 py-0.5 rounded-full" style="background:var(--surface-3);color:var(--text-muted)">Business Professionals and Consultants</span><span class="text-xs px-2 py-0.5 rounded-full font-medium" style="background:rgba(234,179,8,0.1);border:1px solid rgba(234,179,8,0.2);color:#ca8a04">intermediate</span></div></div><div class="p-6 grid grid-cols-1 lg:grid-cols-2 gap-6"><div><h3 class="text-sm font-semibold mb-4 flex items-center gap-2" style="color:var(--text-primary)"><span>đĄ</span> Application Scenarios</h3><div class="flex flex-col gap-3"><div class="rounded-xl p-4" style="background:var(--surface-2);border:1px solid var(--border)"><div class="flex flex-wrap sm:flex-nowrap items-start justify-between gap-2 mb-1"><span class="text-sm font-medium mr-auto" style="color:var(--text-primary)">Academic Research Assistance</span><span class="text-xs px-1.5 py-0.5 rounded shrink-0" style="background:rgba(180,75,236,0.08);color:var(--brand);border:1px solid rgba(180,75,236,0.12)">Education and Academia</span></div><p class="text-xs leading-relaxed" style="color:var(--text-secondary)">Researchers can use the skill to query NotebookLM for source-grounded answers from uploaded papers and documents, reducing hallucinations. They can manage multiple notebooks for different projects, upload sources via URLs or files, and generate summaries or podcasts for presentations.</p></div><div class="rounded-xl p-4" style="background:var(--surface-2);border:1px solid var(--border)"><div class="flex flex-wrap sm:flex-nowrap items-start justify-between gap-2 mb-1"><span class="text-sm font-medium mr-auto" style="color:var(--text-primary)">Content Creation and Media Production</span><span class="text-xs px-1.5 py-0.5 rounded shrink-0" style="background:rgba(180,75,236,0.08);color:var(--brand);border:1px solid rgba(180,75,236,0.12)">Media and Entertainment</span></div><p class="text-xs leading-relaxed" style="color:var(--text-secondary)">Content creators can upload articles, videos, or text to NotebookLM and use the skill to generate audio podcasts, slide decks, or infographics based on the content. This streamlines production workflows by automating media generation from curated sources.</p></div><div class="rounded-xl p-4" style="background:var(--surface-2);border:1px solid var(--border)"><div class="flex flex-wrap sm:flex-nowrap items-start justify-between gap-2 mb-1"><span class="text-sm font-medium mr-auto" style="color:var(--text-primary)">Corporate Knowledge Management</span><span class="text-xs px-1.5 py-0.5 rounded shrink-0" style="background:rgba(180,75,236,0.08);color:var(--brand);border:1px solid rgba(180,75,236,0.12)">Corporate and Consulting</span></div><p class="text-xs leading-relaxed" style="color:var(--text-secondary)">Businesses can centralize internal documents, reports, and training materials in NotebookLM notebooks. Employees can query for citation-backed answers, manage sources, and generate briefings or debates to support decision-making and onboarding processes.</p></div><div class="rounded-xl p-4" style="background:var(--surface-2);border:1px solid var(--border)"><div class="flex flex-wrap sm:flex-nowrap items-start justify-between gap-2 mb-1"><span class="text-sm font-medium mr-auto" style="color:var(--text-primary)">Legal Document Analysis</span><span class="text-xs px-1.5 py-0.5 rounded shrink-0" style="background:rgba(180,75,236,0.08);color:var(--brand);border:1px solid rgba(180,75,236,0.12)">Legal Services</span></div><p class="text-xs leading-relaxed" style="color:var(--text-secondary)">Legal professionals can upload case files, statutes, or contracts to NotebookLM and use the skill to ask specific questions with source citations. They can manage multiple notebooks for different cases, upload text or URLs, and generate summaries to aid in research and case preparation.</p></div><div class="rounded-xl p-4" style="background:var(--surface-2);border:1px solid var(--border)"><div class="flex flex-wrap sm:flex-nowrap items-start justify-between gap-2 mb-1"><span class="text-sm font-medium mr-auto" style="color:var(--text-primary)">Healthcare Information Synthesis</span><span class="text-xs px-1.5 py-0.5 rounded shrink-0" style="background:rgba(180,75,236,0.08);color:var(--brand);border:1px solid rgba(180,75,236,0.12)">Healthcare and Pharmaceuticals</span></div><p class="text-xs leading-relaxed" style="color:var(--text-secondary)">Healthcare providers can compile medical literature, guidelines, and patient data into NotebookLM notebooks. They can query for evidence-based answers, upload sources from journals or URLs, and generate audio summaries or slides for training and patient education.</p></div></div></div><div><h3 class="text-sm font-semibold mb-4 flex items-center gap-2" style="color:var(--text-primary)"><span>đź</span> Business Models</h3><div class="flex flex-col gap-3"><div class="rounded-xl p-4" style="background:var(--surface-2);border:1px solid var(--border)"><div class="flex flex-wrap sm:flex-nowrap items-start justify-between gap-2 mb-1"><span class="text-sm font-medium mr-auto" style="color:var(--text-primary)">Freemium SaaS</span><span class="text-xs px-1.5 py-0.5 rounded shrink-0" style="background:rgba(34,197,94,0.08);color:#16a34a;border:1px solid rgba(34,197,94,0.15)">Subscription fees from tiered plans</span></div><p class="text-xs leading-relaxed" style="color:var(--text-secondary)">Offer basic NotebookLM integration for free with limited queries or notebooks, then charge for premium features like advanced media generation, higher upload limits, or team collaboration tools. Revenue comes from monthly subscriptions tailored to individual users or enterprises.</p></div><div class="rounded-xl p-4" style="background:var(--surface-2);border:1px solid var(--border)"><div class="flex flex-wrap sm:flex-nowrap items-start justify-between gap-2 mb-1"><span class="text-sm font-medium mr-auto" style="color:var(--text-primary)">Enterprise Licensing</span><span class="text-xs px-1.5 py-0.5 rounded shrink-0" style="background:rgba(34,197,94,0.08);color:#16a34a;border:1px solid rgba(34,197,94,0.15)">Annual license fees and support contracts</span></div><p class="text-xs leading-relaxed" style="color:var(--text-secondary)">Sell customized licenses to businesses for integrating the skill into their internal workflows, with added support for security compliance, API access, and dedicated training. Revenue is generated through annual contracts based on user count or usage volume.</p></div><div class="rounded-xl p-4" style="background:var(--surface-2);border:1px solid var(--border)"><div class="flex flex-wrap sm:flex-nowrap items-start justify-between gap-2 mb-1"><span class="text-sm font-medium mr-auto" style="color:var(--text-primary)">Agency Services</span><span class="text-xs px-1.5 py-0.5 rounded shrink-0" style="background:rgba(34,197,94,0.08);color:#16a34a;border:1px solid rgba(34,197,94,0.15)">Project fees and retainer agreements</span></div><p class="text-xs leading-relaxed" style="color:var(--text-secondary)">Provide managed services where agencies use the skill to create and manage NotebookLM content for clients, such as generating podcasts or infographics from client materials. 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text to make it sound more natural and human-written. Based on Wikipedia's
comprehensive "Signs of AI writing" guide. Detects and fixes patterns including:
inflated symbolism, promotional language, superficial -ing analyses, vague
attributions, em dash overuse, rule of three, AI vocabulary words, negative
parallelisms, and excessive conjunctive phrases.</p><div class="flex items-center gap-3 text-xs" style="color:var(--text-muted)"><span>131<!-- --> installs</span><span>by <!-- -->biostartechnology</span></div></a><a class="rounded-xl p-4 transition-all hover:scale-[1.01]" style="background:var(--surface-1);border:1px solid var(--border)" href="/skills/humanize-ai-text"><div class="text-sm font-medium truncate mb-1" style="color:var(--text-primary)">Humanize AI text</div><p class="text-xs line-clamp-2 mb-2" style="color:var(--text-secondary)">Humanize AI-generated text to bypass detection. This humanizer rewrites ChatGPT, Claude, and GPT content to sound natural and pass AI detectors like GPTZero,...</p><div class="flex items-center gap-3 text-xs" style="color:var(--text-muted)"><span>79<!-- --> installs</span><span>by <!-- -->moltbro</span></div></a><a class="rounded-xl p-4 transition-all hover:scale-[1.01]" style="background:var(--surface-1);border:1px solid var(--border)" href="/skills/thinking-partner"><div class="text-sm font-medium truncate mb-1" style="color:var(--text-primary)">Thinking Partner</div><p class="text-xs line-clamp-2 mb-2" style="color:var(--text-secondary)">Collaborative thinking partner for exploring complex problems through questioning</p><div class="flex items-center gap-3 text-xs" style="color:var(--text-muted)"><span>43<!-- --> installs</span><span>by <!-- -->ItsFlow</span></div></a><a class="rounded-xl p-4 transition-all hover:scale-[1.01]" style="background:var(--surface-1);border:1px solid var(--border)" href="/skills/ai-humanizer"><div class="text-sm font-medium truncate mb-1" style="color:var(--text-primary)">Humanizer</div><p class="text-xs line-clamp-2 mb-2" style="color:var(--text-secondary)">Humanize AI-generated text by detecting and removing patterns typical of LLM output. Rewrites text to sound natural, specific, and human. Uses 24 pattern detectors, 500+ AI vocabulary terms across 3 tiers, and statistical analysis (burstiness, type-token ratio, readability) for comprehensive detection. Use when asked to humanize text, de-AI writing, make content sound more natural/human, review writing for AI patterns, score text for AI detection, or improve AI-generated drafts. Covers content, language, style, communication, and filler categories.</p><div class="flex items-center gap-3 text-xs" style="color:var(--text-muted)"><span>35<!-- --> installs</span><span>by <!-- -->brandonwise</span></div></a><a class="rounded-xl p-4 transition-all hover:scale-[1.01]" style="background:var(--surface-1);border:1px solid var(--border)" href="/skills/veadk-skills"><div class="text-sm font-medium truncate mb-1" style="color:var(--text-primary)">Volcengine VeADK Skills</div><p class="text-xs line-clamp-2 mb-2" style="color:var(--text-secondary)">ć šćŽç¨ćˇçĺč˝éćąďźĺŽćä¸ VeADK ç¸ĺ
łçĺč˝ă</p><div class="flex items-center gap-3 text-xs" style="color:var(--text-muted)"><span>26<!-- --> installs</span><span>by <!-- -->yaozheng-fang</span></div></a><a class="rounded-xl p-4 transition-all hover:scale-[1.01]" style="background:var(--surface-1);border:1px solid var(--border)" href="/skills/notebooklm-skill"><div class="text-sm font-medium truncate mb-1" style="color:var(--text-primary)">Notebooklm</div><p class="text-xs line-clamp-2 mb-2" style="color:var(--text-secondary)">Use this skill to query your Google NotebookLM notebooks directly from Claude Code for source-grounded, citation-backed answers from Gemini. Browser automation, library management, persistent auth. Drastically reduced hallucinations through document-only responses.</p><div class="flex items-center gap-3 text-xs" style="color:var(--text-muted)"><span>25<!-- --> installs</span><span>by <!-- -->guccidgi</span></div></a></div></section></div><script>$RS("S:4","P:4")</script><script>$RC("B:1","S:1")</script></body></html>
