peer-review
Pass
Audited by Gen Agent Trust Hub on Sep 17, 2026
Risk Level: SAFE
Full Analysis
- [PROMPT_INJECTION]: The skill documentation and scripts contain phrases typically associated with prompt injection, such as 'IGNORE ALL PREVIOUS INSTRUCTIONS'. Analysis confirms these are used as detection targets for a defensive scanner designed to protect the agent from malicious content in manuscripts, rather than as instructions for the agent itself.
- [INDIRECT_PROMPT_INJECTION]: The skill processes untrusted PDF manuscripts, creating an injection surface. It mitigates this by implementing a deterministic security gate that scans for hidden text layers (white-on-white text, tiny fonts, etc.) and metadata-based steering, sanitizing the input before it is processed by the LLM.
- [COMMAND_EXECUTION]: The skill utilizes a series of local Python scripts for security auditing and quality assurance, including
scan_pdf_layers.pyfor PDF extraction,check_pdf_injection.pyfor security auditing,check_review_request_types.pyfor reviewer discipline, andcheck_self_improvement_claims.pyfor methodological validation. - [EXTERNAL_DOWNLOADS]: The skill requires the
pymupdflibrary for manuscript analysis. No suspicious remote code execution or unauthorized external data exfiltration patterns were identified.
Audit Metadata