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Audited by Snyk on Jul 9, 2026

Risk Level: MEDIUM
Full Analysis

MEDIUM W011: Third-party content exposure detected (indirect prompt injection risk).

  • Third-party content exposure detected (high risk: 0.85). The required workflow uses the arxiv and semantic_scholar tools to fetch and then present paper metadata including “Brief abstract summary,” which is outsider-authored free text (public web content) ingested into the agent’s LLM context at runtime.

Issues (1)

W011
MEDIUM

Third-party content exposure detected (indirect prompt injection risk).

Audit Metadata
Risk Level
MEDIUM
Analyzed
Jul 9, 2026, 12:20 PM
Issues
1
Security Audit — snyk — search-papers