academic-paper-reviewer

Pass

Audited by Gen Agent Trust Hub on Oct 8, 2026

Risk Level: SAFEINDIRECT_PROMPT_INJECTION
Full Analysis
  • [INDIRECT_PROMPT_INJECTION]: The skill is designed to ingest and process academic manuscripts provided by users, which constitutes an attack surface for indirect prompt injection.
  • Ingestion points: Untrusted data enters the agent context during Phase 0 when the user provides a paper via text paste or file attachment for review.
  • Boundary markers: The instructions for the agents do not currently implement explicit boundary markers or delimiters to isolate the paper's content from the system instructions.
  • Capability inventory: The agents are limited to generating structured review reports and Socratic dialogue based on templates. There are no capabilities for network operations, file writing, or system modifications.
  • Sanitization: There is no evidence of input sanitization or filtering applied to the paper content before it is processed by the agent team.
Audit Metadata
Risk Level
SAFE
Analyzed
Oct 8, 2026, 04:41 PM