literature-review-generator

Warn

Audited by Snyk on Jul 12, 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). SKILL.md mandates runtime calls to public open literature APIs (e.g., literature-search-openalex, literature-search-arxiv, pubmed-database, literature-search-biorxiv, literature-search-europepmc) to fetch metadata including abstracts, and then uses the LLM to read those abstracts for semantic eligibility—this is outsider-authored free text from public web sources entering the LLM context.

Issues (1)

W011
MEDIUM

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

Audit Metadata
Risk Level
MEDIUM
Analyzed
Jul 12, 2026, 11:44 AM
Issues
1
Security Audit — snyk — literature-review-generator