nblmUse this skill to query your Google NotebookLM notebooks directly from Claude Code for source-grounded, citation-backed answers from Gemini. Browser automati...
Install via ClawdBot CLI:
clawdbot install magicseek/nblmGrade Good — based on market validation, documentation quality, package completeness, maintenance status, and authenticity signals.
Sends data to undocumented external endpoint (potential exfiltration)
upload → https://example.comCalls external URL not in known-safe list
https://notebooklm.google.com/notebook/...`AI Analysis
The skill interacts with Google's legitimate NotebookLM API (notebooklm.google.com) for its stated purpose of notebook management and querying, which is consistent and expected. The 'UNKNOWN_DATA_SINK' signal appears to be a false positive from a placeholder URL ('example.com') in the evidence, not an indication of actual exfiltration to an unauthorized server.
Audited Apr 16, 2026 · audit v1.0
Generated Mar 1, 2026
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.
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.
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.
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.
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.
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.
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.
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. Revenue comes from project-based fees or retainer models for ongoing content management.
💬 Integration Tip
Ensure users authenticate with Google first via the login command, and always prompt for upload targets to avoid errors in notebook selection.
Scored Apr 19, 2026
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