benchmark-optimization-loop
Pass
Audited by Gen Agent Trust Hub on May 29, 2026
Risk Level: SAFECOMMAND_EXECUTIONPROMPT_INJECTION
Full Analysis
- [PROMPT_INJECTION]: The skill creates an attack surface for indirect prompt injection because it instructs the agent to ingest and act upon data from external command outputs and benchmark results to generate new code or commands. ● Ingestion points: Output from the Bash tool and performance metrics gathered during tests (e.g., wall time, error rates). ● Boundary markers: The skill does not define specific delimiters or warnings for the agent when processing untrusted output from external commands. ● Capability inventory: The skill utilizes the Read, Write, Edit, Bash, Grep, and Glob tools, which provide extensive capabilities to modify the filesystem and execute arbitrary code. ● Sanitization: The instructions include a manual safety check, requiring the agent to "Reject variants that fail correctness, safety, or reproducibility."
- [COMMAND_EXECUTION]: The skill relies on the dynamic generation and execution of shell command variations (e.g., modifying batch sizes or worker counts) to identify performance improvements, which is a form of runtime script generation and execution.
Audit Metadata