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.
npx skills add tonydzi/second-brain-starter-kit --skill notebooklmgit clone --depth 1 https://github.com/tonydzi/second-brain-starter-kitWrote 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.
[](https://agentmods.dev/skills/tonydzi/second-brain-starter-kit/notebooklm)<a href="https://agentmods.dev/skills/tonydzi/second-brain-starter-kit/notebooklm"><img src="https://agentmods.dev/badge/skills/tonydzi/second-brain-starter-kit/notebooklm/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.
<a href="https://agentmods.dev/skills/tonydzi/second-brain-starter-kit/notebooklm"><img src="https://agentmods.dev/badge/skills/tonydzi/second-brain-starter-kit/notebooklm.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00074 | $0.02330 |
| Opus 5.5 | $0.00030 | $0.00932 |
| Sonnet 5.5 | $0.00015 | $0.00466 |
| Haiku 4.5 | $0.00007 | $0.00233 |
Grade A, and why
notebooklm 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 6d ago.
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.
How it starts
The opening of the file, as written. The whole thing — 82 lines — stays where its author put it; the contents beside it link to each section on GitHub.
/notebooklm — audio/artifact layer over the Second Brain
🧒 When reporting to Anton end with a child-simple "In plain words" recap. (memory
eli5-always)
NotebookLM = the artifact/explanation layer (Audio Overview, study guide, mind map, reports) over the vault — NOT memory or RAG (that stays Obsidian + e5/rerank + SQLite). Flow: vault → Claude Code curates a NARROW packet → NotebookLM → artifacts back into vault as Derived. Full state = memory [[notebooklm-integration]].
Rail = CLI (verified 2026-07-04, ADOPT — H16)
Programmatic CLI teng-lin/notebooklm-py (17k⭐, MIT). No Chrome window, no DOM, no truncation. Works on Anton's consumer a2@ PRO (no Enterprise API).
- CLI binary:
%USERPROFILE%\notebooklm-cli\venv\Scripts\notebooklm.exe(venv, v0.7.3). SetNB="%USERPROFILE%\notebooklm-cli\venv\Scripts\notebooklm.exe". - Auth: browser-cookies from Firefox (Chrome/Edge blocked by App-Bound Encryption + Chrome 146 DBSC, TPM-bound — Firefox does neither, see
02-Decisions\decision-2026-07-16-browser-automation-layer.md). Stored%USERPROFILE%\.notebooklm\profiles\default\storage_state.json, account[email protected]. - Cookies expire ~every few weeks → on any
auth/401failure, RE-LOGIN: Anton opens NotebookLM in Firefox (a2@), then"$NB" login --browser-cookies firefox --account [email protected]. Verify with"$NB" auth check. - ⚠️ Fallback if
login --browser-cookies firefoxpicks the WRONG profile or fails to find the session (the CLI's cookie-reader can hit the same class of bug as generic browser_cookie3-style libs: it may grab a stale[ProfileN] Default=1profile instead of the one Firefox actually launches — fixed once already in our own helper, see [[deterministic-script-gotchas]]): buildstorage_state.jsondirectly with the fleet-shared, /tt-tested helper instead of fighting the CLI's own extractor:
Thenpython "$env:USERPROFILE\.claude\scripts\_shared\firefox_cookies.py" --domain google.com --export "%USERPROFILE%\.notebooklm\profiles\default\storage_state.json""$NB" auth checkto confirm. Canon:02-Decisions\decision-2026-07-16-browser-automation-layer.md, DR26-07-16-HUB-01. (Note: fb-post/x-post/fb-reply do NOT use this path — they drive Anton's live logged-in Chrome tab via Claude-in-Chrome MCP, a deliberate anti-ban choice;firefox_cookies.py/firefox_login.pyare for API-style clients like this one, not for social posting.) - Anti-abuse: run from the hub (residential IP), no VPN.
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.
- 6d ago Changed 212a7de5c389
- 19d ago Changed · -1 lines 0624790fa9e1
- 20d ago Changed · +15 lines 53661926b874
- 23d ago Changed · -13 lines · -44 tokens per session c8f1320113cf
- 25d ago Changed 7cba28e325a8
- 1mo ago Changed · +11 lines · +44 tokens per session 5c49a385d03f
- 1mo ago First seen · 70 lines · 74 tokens per session scan A 9948515ef846
notebooklm is a skill published in the GitHub repository tonydzi/second-brain-starter-kit (12 stars, last pushed yesterday), licensed MIT. It adds 74 tokens to every session and 2,330 once invoked, about $0.0003 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 2026-09-09.
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