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// SKILL

NOTEBOOKLM RESEARCH
SOURCE-GROUNDED CITATIONS

Stop asking general LLMs questions and getting plausible-sounding answers without sources. NotebookLM lets Claude Blog query your own curated knowledge base, returning citation-ready answers with exact source attribution. Drop research PDFs, web articles, and meeting notes into a NotebookLM notebook; ask questions in Claude Blog; get back claims with file-and-page citations you can fact-check. Browser OAuth flow, free to use.

BY DANIEL AGRICI · UPDATED MAY 2026

$
/blog notebooklm

REQUIRES CLAUDE BLOG INSTALLED IN CLAUDE CODE

// HOW IT WORKS

YOUR DOCS. CITED ANSWERS.

NotebookLM is Google's source-grounded research tool. You upload a corpus of documents (PDFs, Drive files, web URLs, YouTube transcripts) into a notebook, then ask questions answered exclusively from those sources. Every answer ships with file and page citations you can verify before quoting in your blog.

Claude Blog wraps this workflow so you never leave the terminal. Run /blog notebooklm setup once to authenticate via Google OAuth, then query any notebook by name or URL during your writing flow. Pair it with /blog write to seed drafts with research that survives fact-checking.

01
SOURCE-GROUNDED
Every answer includes file-and-page citations from your own notebooks. No more 'hallucinated' research; every claim traces back to a real document.
02
OWN YOUR KNOWLEDGE BASE
Build a notebook of trusted sources: research papers, industry reports, internal docs, transcripts. NotebookLM only answers from your curated corpus.
03
BROWSER OAUTH FLOW
Authenticate once via your Google account; Claude Blog handles session management. No API key required. Free to use.
04
BLOG RESEARCH WORKFLOW
Drop a /blog write topic; query /blog notebooklm for source-grounded background; cite findings inline in your draft with full attribution preserved.
// USAGE

HOW TO QUERY NOTEBOOKLM

Commands

CommandWhat it does
/blog notebooklm <question>Queries the active notebook and returns a source-grounded answer with file and page citations
/blog notebooklm setupRuns the one-time Google OAuth flow in a browser tab and caches the session locally

Building a research notebook

NotebookLM accepts PDFs, Google Drive docs, web URLs, and YouTube transcripts as source inputs. The skill quality is bounded by the corpus quality, so curate deliberately. A typical topic notebook benefits from 10 to 30 trusted sources: peer-reviewed papers for the empirical claims, industry reports for benchmarks, primary documentation for technical specs, and a handful of expert blog posts for framing.

Once your notebook is populated, you can query it from Claude Blog with natural language. NotebookLM only answers from the uploaded corpus, so a sparse or off-topic notebook will produce sparse or off-topic answers. Treat the notebook as the research substrate, not the question scope.

Inside the writing loop

The typical flow: kick off /blog write with a topic; pause when you need a citable statistic; run /blog notebooklm against your topic notebook; paste the returned passage with its citation back into your draft. /blog factcheck later verifies the numbers against the same sources, so the trail stays clean from research to publish.

// FAQ

QUESTIONS ABOUT NOTEBOOKLM

Google NotebookLM is a free research tool that lets you upload PDFs, Drive docs, web URLs, and YouTube transcripts into a notebook, then ask questions answered only from those sources. Unlike general LLMs, every answer is source-grounded with file and page citations. Claude Blog wraps NotebookLM so you can query notebooks from your terminal during blog writing workflows.
Yes. NotebookLM has a free tier sufficient for most blogging workflows. You can create unlimited notebooks with up to 50 sources each. Premium tiers exist for higher source limits and team features but are not required to use this skill.
General LLMs answer from their training data, which is a moving target with no citation. NotebookLM answers only from sources you uploaded, with file and page citations. For evidence-based blogging this is the difference between citable research and 'I think I read somewhere that...'.
Indirectly. NotebookLM gives you citations to the underlying sources; cite those sources directly in your blog post, not NotebookLM itself. Use NotebookLM as a research efficiency tool to surface relevant passages from your curated corpus quickly.
Run /blog notebooklm setup. Claude Blog opens a browser tab for Google OAuth, you grant access to your NotebookLM, and the session is cached locally. Re-auth happens automatically on token refresh. No API key, no service account configuration needed.
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git clone --depth 1 https://github.com/AgriciDaniel/claude-blog.git && bash claude-blog/install.sh
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