club-3090-llm-serving

Fail

Audited by Gen Agent Trust Hub on Sep 14, 2026

Risk Level: HIGHEXTERNAL_DOWNLOADSREMOTE_CODE_EXECUTIONINDIRECT_PROMPT_INJECTION
Full Analysis
  • [EXTERNAL_DOWNLOADS]: The skill instructs the agent to clone a repository from an untrusted GitHub account (noonghunna/club-3090.git).
  • [REMOTE_CODE_EXECUTION]: The skill executes multiple bash scripts directly after downloading them from an untrusted source, including setup.sh, launch.sh, switch.sh, health.sh, verify.sh, and bench.sh.
  • [INDIRECT_PROMPT_INJECTION]: The skill contains a pattern for reading local documents into the LLM context, which represents a vulnerability surface for instructions embedded in external data.
  • Ingestion points: The skill reads user-provided files like large_codebase.txt into the model prompt.
  • Boundary markers: There are no delimiters or explicit instructions to ignore embedded commands within the ingested text.
  • Capability inventory: The skill environment has capabilities for shell script execution and Docker container management.
  • Sanitization: There is no evidence of sanitization or escaping of the file content before it is processed by the LLM.
Recommendations
  • AI detected serious security threats
Audit Metadata
Risk Level
HIGH
Analyzed
Sep 14, 2026, 10:36 AM