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 agentmods add commands/magicseek/nblm/nblm-uploadgit clone --depth 1 https://github.com/magicseek/nblmWhat 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 | $0.00008 | $0.00205 |
| Opus 5 | $0.00004 | $0.00102 |
| Sonnet 5 | $0.00002 | $0.00041 |
| Haiku 4.5 | $0.00001 | $0.00020 |
Grade A, and why
nblm-upload 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 2d 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.
What it actually says
Upload a source to NotebookLM. Accepts local files (PDF, TXT, MD) or Z-Library URLs.
$IF($1, Determine if "$1" is a file path or URL:
- If it's a local file path: Run: !
cd ${CLAUDE_PLUGIN_ROOT} && python scripts/run.py source_manager.py add --file "$1" $ARGUMENTS - If it's a Z-Library URL: Run: !
cd ${CLAUDE_PLUGIN_ROOT} && python scripts/run.py source_manager.py add --url "$1" $ARGUMENTS
Report the upload result including the notebook ID and source title.,
ERROR: Please provide a file path or URL. Usage: /nblm-upload [--notebook-id ID] )
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.
- 2d ago First seen · 18 lines · 8 tokens per session scan A 9d794c73cec9
nblm-upload is a command published in the GitHub repository magicseek/nblm (33 stars, last pushed 6mo ago), licensed MIT. It adds 8 tokens to every session and 205 once invoked, about $0.0000 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 2026-08-30.
Other commands, from other repositories
update
Check for updates and install the latest version.
ars-format-convert
ARS academic-paper format-convert mode — convert to LaTeX / DOCX / PDF / Markdown.
compile_paper
Convert a SWARM paper from markdown to LaTeX (if needed), compile to PDF, and open it.
latex-posters
Create a large-format academic poster in LaTeX using beamerposter, tikzposter, or baposter. Use when the requested deliverable is a conference or research poster rather than sequential presentation slides. For slide decks, use $beamer-deck.
open
Open a PDF in the in-app viewer panel.
Draft SSP From Extraction
Draft a schema-valid OSCAL SSP from extracted legacy sections, optionally importing a real FedRAMP baseline profile.