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Security audit

LLM Deploy Helper

Security checks for vulnerabilities and agentic risk

Overview

This local LLM deployment helper is coherent and user-directed, but users should review generated Docker/systemd files before enabling a persistent service.

Before installing, understand that this tool can generate Docker and systemd service files for local LLM servers. Inspect generated files, verify exposed ports and mounted volumes, avoid passing tokens unless needed, and only run the sudo systemd enable/start commands if you intentionally want a long-running service that starts on boot.

Vulnerability Patterns
  • Privilege EscalationExcessive Permissions, Sudo/Root Execution, Credential Access
  • Prompt InjectionInstruction Override, Hidden Instructions, Exfiltration Commands
  • Data ExfiltrationExternal Transmission, Env Variable Harvesting, File System Enumeration
  • Supply ChainUnpinned Dependencies, External Script Fetching, Obfuscated Code
  • Excessive AgencyUnrestricted Tool Access, Autonomous Decision Making, Scope Creep
Findings (1)

Missing User Warnings

Medium
Confidence
90% confidence
Finding
The README instructs users to copy a generated unit file into /etc/systemd/system and immediately enable and start it with sudo, but it does not clearly warn that this creates a persistent privileged service and changes system state. In an agent skill context, users may follow commands verbatim, so omission of a privilege/persistence warning increases the chance of unintended long-lived exposure or service startup.

Static analysis

No suspicious patterns detected.