logos-router-reasoning

Fail

Audited by Gen Agent Trust Hub on Sep 16, 2026

Risk Level: HIGHEXTERNAL_DOWNLOADSREMOTE_CODE_EXECUTIONCOMMAND_EXECUTIONINDIRECT_PROMPT_INJECTION
Full Analysis
  • [EXTERNAL_DOWNLOADS]: The skill instructs the user to download source code from an unverified personal GitHub repository rather than an official vendor organization.
  • Evidence: git clone https://github.com/rak7777/mythic-mcp-proxy.git in SKILL.md.
  • [REMOTE_CODE_EXECUTION]: The installation process involves executing setup scripts and running server code from the unverified external repository.
  • Evidence: Commands pip install -r requirements.txt and python -m logos.server follow the untrusted download.
  • [COMMAND_EXECUTION]: The skill requires the execution of shell commands to set up and run the router service.
  • Evidence: Shell blocks in SKILL.md describing installation and server startup.
  • [INDIRECT_PROMPT_INJECTION]: The skill's primary functionality involves processing untrusted external data such as research papers and code patches, which can contain hidden instructions to manipulate the model's reasoning.
  • Ingestion points: task.load_document("research_paper.pdf") and router.query(prompt=f"Review this code change:\n\n{diff}") in SKILL.md.
  • Boundary markers: None present; the skill interpolates raw external content directly into reasoning prompts.
  • Capability inventory: The skill performs network operations (HTTP/WebSockets) and local file reads.
  • Sanitization: No sanitization or validation of external input is demonstrated.
Recommendations
  • AI detected serious security threats
Audit Metadata
Risk Level
HIGH
Analyzed
Sep 16, 2026, 10:42 PM
Security Audit — agent-trust-hub — logos-router-reasoning