vllm-deploy-k8s

Fail

Audited by Snyk on Apr 14, 2026

Risk Level: HIGH
Full Analysis

HIGH W007: Insecure credential handling detected in skill instructions.

  • Insecure credential handling detected (high risk: 1.00). The skill explicitly tells the agent to ask the user for their Hugging Face token and then embed that token verbatim into a kubectl create secret --from-literal=HF_TOKEN="... " command, which requires the LLM to handle and output the secret directly.

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

  • Potentially malicious external URL detected (high risk: 1.00). The Deployment pulls and runs the external container image vllm/vllm-openai:latest (pulled from Docker Hub, e.g. https://hub.docker.com/r/vllm/vllm-openai), which is fetched at runtime, is a required dependency, and executes remote code inside the cluster.

MEDIUM W013: Attempt to modify system services in skill instructions.

  • Attempt to modify system services in skill instructions detected (high risk: 0.90). This skill explicitly instructs the agent to create Kubernetes secrets, apply and delete Deployments/Services, and run kubectl commands (including port-forwarding), which modify cluster/host state and could compromise the machine or cluster if misused.

Issues (3)

W007
HIGH

Insecure credential handling detected in skill instructions.

W012
MEDIUM

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

W013
MEDIUM

Attempt to modify system services in skill instructions.

Audit Metadata
Risk Level
HIGH
Analyzed
Apr 14, 2026, 10:29 AM
Issues
3