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 install for installing system dependencies such as ros-humble-robot-localization and libgtsam-dev. Providing an agent with Bash(*) capabilities and instructions to use sudo allows 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.csv and test.db3 via the tune-noise and analyze commands.\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, and WebFetch, 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
Risk Level
HIGH
Analyzed
Oct 15, 2026, 10:05 AM