academic-paper-reviewer

Pass

Audited by Gen Agent Trust Hub on Jun 21, 2026

Risk Level: SAFE
Full Analysis
  • [PROMPT_INJECTION]: The agent instructions include specific defenses against indirect prompt injection. Reviewers are directed to treat manuscript content as read-only data and are explicitly told to ignore any imperative commands embedded within that data. The static detector flags for 'ignore instructions' are false positives triggered by these defensive markers.
  • [DATA_EXFILTRATION]: The skill maintains a narrow scope of operation, focusing on reading manuscripts and generating reports. There is no evidence of unauthorized file access to sensitive directories or exfiltration of data to external domains.
  • [COMMAND_EXECUTION]: The workflow involves local integrity checks through scripts like 'check_pipeline_integrity.py'. These are internal consistency checks within a controlled pipeline and do not expose the system to arbitrary command injection from external sources.
Audit Metadata
Risk Level
SAFE
Analyzed
Jun 21, 2026, 12:18 PM
Security Audit — agent-trust-hub — academic-paper-reviewer