review-loop
Fail
Audited by Gen Agent Trust Hub on Jun 21, 2026
Risk Level: HIGHCOMMAND_EXECUTIONREMOTE_CODE_EXECUTIONPROMPT_INJECTION
Full Analysis
- [COMMAND_EXECUTION]: The skill directs the agent to execute shell commands provided in external markdown files for 'gate-based' checks, with the explicit instruction to 'Run it; do not judge it by eye.'
- [PROMPT_INJECTION]: The skill contains multiple instructions to bypass safety protocols and human oversight, such as 'never ask for input, pause for approval, or wait for a human' and 'Decide, do not ask.' These directives override standard agent safety practices meant to prevent unauthorized or dangerous actions.
- [REMOTE_CODE_EXECUTION]: By combining the ability to read external files with the instruction to execute commands found within them autonomously, the skill creates a significant vector for remote code execution. If the directory containing the prompt files is tampered with (e.g., in a collaborative environment or via a malicious PR), the agent will execute the attacker's commands.
- [PROMPT_INJECTION]: The skill is vulnerable to indirect prompt injection due to its processing of untrusted data from the file system.
- Ingestion points: Files in the
LOOP_DIRdirectory and theTARGETsource code. - Boundary markers: None. The skill does not use delimiters or instructions to distinguish between its own logic and instructions found within the input files.
- Capability inventory: The skill has the capability to read and write files and execute shell commands autonomously.
- Sanitization: There is no evidence of validation or sanitization for the commands or instructions retrieved from external sources.
Recommendations
- AI detected serious security threats
Audit Metadata