What is notebooklm-source-grounded-qa?

A browser-automation method for asking questions about documents already uploaded to Google NotebookLM and getting answers based only on those documents. NotebookLM is Google's workspace for querying a set of supplied sources, and it requires visible browser login.

Use it to query a NotebookLM notebook, ask follow-up questions until the information is complete, and retrieve source-grounded answers.

It helps keep answers grounded in the user's chosen documents instead of general model knowledge. It does not search the open web or use documents that were not uploaded there.

notebooklm-source-grounded-qa — Skill for Claude Code by findscripter

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent

npx skills add findscripter/everything-skills --skill notebooklm-source-grounded-qa

Clone the repo

git clone --depth 1 https://github.com/findscripter/everything-skills

Made for: Claude Code.

Or install 00-meta, the plugin that ships this one along with the rest of its 43 skills.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

README.md

[![agentmods](https://agentmods.dev/badge/skills/findscripter/everything-skills/notebooklm-source-grounded-qa/github.svg)](https://agentmods.dev/skills/findscripter/everything-skills/notebooklm-source-grounded-qa)

Your own site

<a href="https://agentmods.dev/skills/findscripter/everything-skills/notebooklm-source-grounded-qa"><img src="https://agentmods.dev/badge/skills/findscripter/everything-skills/notebooklm-source-grounded-qa/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

Your own site · 80×15

<a href="https://agentmods.dev/skills/findscripter/everything-skills/notebooklm-source-grounded-qa"><img src="https://agentmods.dev/badge/skills/findscripter/everything-skills/notebooklm-source-grounded-qa.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 132 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 2,317 The whole file, excluding the scripts and references it only reads on demand.

Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.

Origin unknown No closer match found in the catalogue.

Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

Model	Per session	Once invoked
Fable 5.1	$0.00132	$0.02317
Opus 5.5	$0.00053	$0.00927
Sonnet 5.5	$0.00026	$0.00463
Haiku 4.5	$0.00013	$0.00232

Measured today against content hash 60801fd3e5b8, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

notebooklm-source-grounded-qa scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured today.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

00-meta/notebooklm-source-grounded-qa/SKILL.md · 145 lines

The source is not reproduced here

A licence we could not identify

The repository carries a LICENSE file, but it is custom or dual enough that GitHub cannot name it and neither can this catalogue. Unknown terms are not permission, so the body is not copied here. Read the licence at the source and decide for yourself.

Read it on GitHub

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

today First seen · 145 lines · 132 tokens per session scan A 60801fd3e5b8

Subscribe to this mod's changes

notebooklm-source-grounded-qa is a skill published in the GitHub repository findscripter/everything-skills (11 stars, last pushed today), with no licence file. It adds 132 tokens to every session and 2,317 once invoked, about $0.0005 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-11-12.

Browser automation Research agent-skills ai-agents chinese gemini notebooklm 公众号

notebooklm-source-grounded-qa next to 6 skills from other repositories
Mod	Type	Stars	Last push	Licence	Scan	Tokens	Works with
notebooklm-source-grounded-qafindscripter/everything-skills	Skill	11	today	none	A	132	Claude Code
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