Borrowing it
Nothing to install: this file belongs to CreatmanCEO/notebooklm-claude-workflows. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/CreatmanCEO/notebooklm-claude-workflows/main/CLAUDE.mdgit clone --depth 1 https://github.com/CreatmanCEO/notebooklm-claude-workflowsWrote 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/instructions/creatmanceo/notebooklm-claude-workflows/claude-md)<a href="https://agentmods.dev/instructions/creatmanceo/notebooklm-claude-workflows/claude-md"><img src="https://agentmods.dev/badge/instructions/creatmanceo/notebooklm-claude-workflows/claude-md.svg" alt="Measured on agentmods" 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 | $0.01388 | $0.01388 |
| Opus 5 | $0.00694 | $0.00694 |
| Sonnet 5 | $0.00278 | $0.00278 |
| Haiku 4.5 | $0.00139 | $0.00139 |
Grade A, and why
notebooklm-claude-workflows CLAUDE.md 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 — 67 lines — stays where its author put it; the contents beside it link to each section on GitHub.
notebooklm-claude-workflows — CLAUDE.md (Level 1)
Level 1 file for this repository. (
config/CLAUDE.mdis a snippet shipped to downstream users — different file, different audience.)
Status: ACTIVE
Public Claude Code slash-command pack + automation for Google NotebookLM. MIT-licensed. Built on top of notebooklm-mcp-cli — no functionality without it.
Architecture
The whole project is a workflow layer over a third-party MCP server. There is no runtime of our own:
commands/*.md— Claude Code slash-command recipes. Each is a deterministic 2–3-phase pipeline of MCP tool calls (notebook_create,source_add,notebook_query,studio_create,research_start,research_status,research_import).scripts/telegram-chunker.py— Python utility for one specific pain point: turning Telegram forum-supergroup exports into NotebookLM-sized markdown chunks. Detects topics viatopic_message_id+forum_topic_created. Output is plain markdown ready forsource_add.scripts/nlm-auth-check.sh— Bash daily auth probe. Callsnlm notebook list, parses for"id"keys, logs to~/Documents/scripts/nlm-auth.log. On Windows, fires a BurntToast notification (with MessageBox fallback) when auth has expired.scripts/setup-nlm-scheduler.ps1— PowerShell installer that registers the auth probe as a Windows Task Scheduler job.config/CLAUDE.md— content fragment to be appended to a downstream user's~/.claude/CLAUDE.md. Teaches Claude to proactively use NotebookLM for unfamiliar libraries.
Key files (when touching)
commands/research.md— three-phase pipeline. The order matters: Phase 1 sources, Phase 2 queries, Phase 3 artifacts. Do not collapse phases.commands/deep-research.md— five-question-per-topic deep dive. Builds a topic tree first, then iterates. Distinct fromresearch.md; both should remain.commands/telegram-to-notebook.md— referencesscripts/telegram-chunker.py. Keep paths consistent if you move the script.scripts/telegram-chunker.py— 13 KB, pure stdlib. No third-party deps by design (so it runs anywhere Python 3.10+ is available).scripts/nlm-auth-check.sh—bash-portable, noset -euo pipefailbecause the failure path is the whole point. If you addset -e, the toast-notification logic stops working whennlm notebook listfails.
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 First seen · 67 lines · 1,388 tokens per session scan A b88a6fc076f0
notebooklm-claude-workflows CLAUDE.md is an instructions file published in the GitHub repository CreatmanCEO/notebooklm-claude-workflows (5 stars, last pushed 4mo ago), licensed MIT. It adds 1,388 tokens to every session, about $0.0069 per session on Opus 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 2026-08-31.
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