sensor-fusion
Fail
Audited by Gen Agent Trust Hub on Oct 15, 2026
Risk Level: HIGHPRIVILEGE_ESCALATIONEXTERNAL_DOWNLOADSINDIRECT_PROMPT_INJECTION
Full Analysis
- [PRIVILEGE_ESCALATION]: The skill's setup instructions in the README.md recommend the use of
sudo apt installfor installing system dependencies such asros-humble-robot-localizationandlibgtsam-dev. Providing an agent withBash(*)capabilities and instructions to usesudoallows for administrative privilege escalation within the execution environment.\n- [EXTERNAL_DOWNLOADS]: The skill documentation references third-party resources that are not part of the established trusted vendor or well-known services list, including a personal GitHub repository for EKF implementation (github.com/balamuruganky/EKF_IMU_GPS) and a third-party MCP server (github.com/robotmcp/ros-mcp-server). These references point the agent toward unverifiable external code sources.\n- [INDIRECT_PROMPT_INJECTION]: The skill is designed to ingest and process external data files, creating a vulnerability surface for indirect prompt injection.\n - Ingestion points: The skill reads from external data files such as
imu_log.csvandtest.db3via thetune-noiseandanalyzecommands.\n - Boundary markers: There are no specified delimiters or instructions to the agent to ignore any natural language instructions that might be embedded within these data files.\n
- Capability inventory: The skill possesses a broad set of tools including
Bash(*),Write,Edit, andWebFetch, which could be abused if malicious instructions in a data file are successfully processed by the agent.\n - Sanitization: No evidence of input validation, sanitization, or schema enforcement is provided for the contents of the ingested log or bag files.
Recommendations
- AI detected serious security threats
Audit Metadata