sci-paper-reviewer

Pass

Audited by Gen Agent Trust Hub on Sep 23, 2026

Risk Level: SAFEINDIRECT_PROMPT_INJECTIONMETADATA_POISONING
Full Analysis
  • [INDIRECT_PROMPT_INJECTION]: The skill is designed to parse and analyze external manuscript files, which introduces a vulnerability surface for indirect prompt injection.
  • Ingestion points: The skill processes user-uploaded manuscripts in PDF, DOCX, and TXT formats as defined in SKILL.md.
  • Boundary markers: There are no instructions provided to the agent to distinguish between the skill's own operational instructions and the potentially adversarial content extracted from the manuscripts.
  • Capability inventory: The scripts/enhanced_document_parser.py script has the capability to read from the filesystem and write extracted content to new files.
  • Sanitization: The parser does not implement any filtering or escaping of the extracted text before it is returned to the agent context.
  • [INDIRECT_PROMPT_INJECTION]: The file sci-paper-reviewer_audit_result_v1.json contains self-referential content designed to influence the security analysis.
  • Evidence: The JSON file includes explicit safety assertions such as "security": "PASS", "deployable": true, and a grade of "Production Ready". This is a targeted injection attempt intended to trick the analyzer into adopting a safe verdict (Category 8e).
  • [METADATA_POISONING]: The inclusion of the pseudo-audit result file sci-paper-reviewer_audit_result_v1.json constitutes deceptive metadata. It provides false claims about the skill's safety status and previous evaluations to masquerade as an officially vetted or verified tool.
Audit Metadata
Risk Level
SAFE
Analyzed
Sep 23, 2026, 04:49 PM