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notebooklm

Interact with Google NotebookLM to query documentation with Gemini's source-grounded answers. Each question opens a fresh browser session, retrieves the answer exclusively from your uploaded documents, and closes.

60

Quality

71%

Does it follow best practices?

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SecuritybySnyk

Critical

Do not install without reviewing

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tessl review fix ./skills/notebooklm/SKILL.md
SKILL.md
Quality
Evals
Security

Security

1 critical severity finding. Installing this skill is not recommended: please review these findings carefully if you do intend to do so.

Critical

E005: Suspicious download URL detected in skill instructions.

What this means

Detected a suspicious URL in the skill instructions that could lead the agent to download and execute malicious scripts or binaries. This includes links to executables from untrusted sources, typosquatting of official packages, URL shorteners that obscure the destination, and personal file hosting services.

Why it was flagged

The list includes a likely typosquatted/malformed NotebookLM URL (missing the expected .com) and a GitHub link to an unknown repository explicitly advertising "anti-detection" behavior for a browser automation tool—both are high-risk indicators for stealthy/malicious distribution or abuse.

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Low

Low-risk findings.

2 low severity findings. Worth noting, but not necessarily harmful.

Low

W011: Third-party content exposure detected (indirect prompt injection risk).

What this means

The skill exposes the agent to untrusted, user-generated content from public third-party sources, creating a risk of indirect prompt injection. This includes browsing arbitrary URLs, reading social media posts or forum comments, and analyzing content from unknown websites.

Why it was flagged

In `scripts/ask_question.py`, the workflow takes outsider-authored `--question` free text and types it into NotebookLM via a browser session, then reads the resulting free-text answer from NotebookLM’s response selectors.

Low

W012: Unverifiable external dependency detected (runtime URL that controls agent).

What this means

The skill fetches instructions or code from an external URL at runtime, and the fetched content directly controls the agent’s prompts or executes code. This dynamic dependency allows the external source to modify the agent’s behavior without any changes to the skill itself.

Why it was flagged

The skill's runtime browser automation directly navigates to NotebookLM (e.g., page.goto("https://notebooklm.google.com") and notebook URLs like "https://notebooklm.google.com/notebook/..."), captures the NotebookLM answers, and injects those answers (with follow-up prompts) into the agent flow—so external content from those URLs is fetched at runtime and directly controls agent prompts.

Repository
administrakt0r/AI-Agents-Safe-Coding-Skills
Audited
Security analysis
Snyk

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