research-loop
Pass
Audited by Gen Agent Trust Hub on Sep 21, 2026
Risk Level: SAFECOMMAND_EXECUTIONINDIRECT_PROMPT_INJECTIONDYNAMIC_EXECUTION
Full Analysis
- [COMMAND_EXECUTION]: The skill instructs the agent to execute evaluation commands (e.g.,
Evaluation command,resolved executable) against candidate implementations. It attempts to mitigate risk by requiring a "trusted boundary" and "isolation" such as read-only mounts or containerized environments. - [INDIRECT_PROMPT_INJECTION]: The agent processes external repository code and evaluation harness outputs which are untrusted data sources.
- Ingestion points: Repository sources, documentation, evaluation harness outputs, and metric extraction results defined in
SKILL.md. - Boundary markers: The skill mandates isolation via trusted boundaries (e.g., container mounts) and sealed validation gates to separate iteration feedback from validation results.
- Capability inventory: The skill allows file writing (
Modify only writable paths) and subprocess execution (launch the candidate) inSKILL.md. - Sanitization: Instructions include mandatory secret redaction for logs and journal entries.
- [DYNAMIC_EXECUTION]: The skill implements an autonomous loop where the agent generates implementation changes ("candidates"), commits them to Git, and executes them to measure performance. This is the primary intended behavior and is guarded by snapshotting and fingerprinting requirements.
Audit Metadata