academic-venue-research

Pass

Audited by Gen Agent Trust Hub on Aug 24, 2026

Risk Level: SAFEPROMPT_INJECTION
Full Analysis
  • [PROMPT_INJECTION]: The skill possesses a vulnerability surface for indirect prompt injection due to its core functionality of ingesting untrusted data from the web.
  • Ingestion points: The agent uses the webfetch tool to retrieve content from external venue websites and academic papers as part of the research workflow described in references/venue-research-workflow.md and agents/venue-research-agent.md.
  • Boundary markers: The instructions lack explicit requirements for the agent to use delimiters or ignore potential embedded instructions when processing fetched content.
  • Capability inventory: The skill's primary capability is to generate markdown reports (venue-brief.md). While agents/venue-research-agent.md includes 'Red Lines' prohibiting the modification of project files, the processing of external data into a summarized report still represents a prompt injection surface.
  • Sanitization: There is no evidence of content sanitization, validation, or filtering of the external data before it is analyzed by the language model.
Audit Metadata
Risk Level
SAFE
Analyzed
Aug 24, 2026, 02:10 AM
Security Audit — agent-trust-hub — academic-venue-research