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Security audit

NotebookLM Ops

Security checks across malware telemetry and agentic risk

Overview

This skill is purpose-built for NotebookLM automation, but it controls a logged-in Google browser session through CDP/VNC and delegates the sensitive work to local scripts not included in the package.

Review before installing. Use only with a dedicated Chromium profile and preferably a dedicated Google account, inspect and trust the external helper scripts under /home/moltuser/clawd before running, restrict CDP and VNC to trusted local access, and run the OFF workflow after use to stop the GUI/browser stack.

SkillSpector

By NVIDIA
Vulnerability Patterns
  • Data ExfiltrationExternal Transmission, Env Variable Harvesting, File System Enumeration
  • Prompt InjectionInstruction Override, Hidden Instructions, Exfiltration Commands
  • Privilege EscalationExcessive Permissions, Sudo/Root Execution, Credential Access
  • Supply ChainUnpinned Dependencies, External Script Fetching, Obfuscated Code
  • Excessive AgencyUnrestricted Tool Access, Autonomous Decision Making, Scope Creep
Findings (2)

Missing User Warnings

Medium
Confidence
92% confidence
Finding
The skill explicitly automates reuse of a persisted Google browser profile/session and refreshes authentication state, but it does not clearly warn the operator that it is manipulating an already-authenticated account context. That omission can lead users to run the skill without understanding that long-lived cookies and session state are being reused, increasing the chance of unintended account access, session hijack exposure, or actions performed under the wrong identity.

Missing User Warnings

Medium
Confidence
95% confidence
Finding
The skill requires launching Xvfb, x11vnc, and Chromium with a CDP remote debugging port, but it provides no prominent warning that this exposes remote-control and browser-debugging surfaces on the host. If those services are bound beyond localhost, weakly protected, or left running, an attacker could inspect tabs, extract cookies, drive the browser, or hijack the authenticated NotebookLM/Google session.

VirusTotal

66/66 vendors flagged this skill as clean.

View on VirusTotal

Static analysis

No suspicious patterns detected.