paper-cluster-by-theme

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Audited by Snyk on May 17, 2026

Risk Level: MEDIUM
Full Analysis

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

  • Third-party content exposure detected (high risk: 0.90). The skill's Step 1 explicitly requires reading the kept papers' titles, abstracts, and matched_keywords (the KEEP set referenced throughout SKILL.md), which are untrusted public third-party paper content (e.g., DOIs/PMIDs/bioRxiv entries) that the agent must interpret to form clusters and drive subsequent decisions and actions.

Issues (1)

W011
MEDIUM

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

Audit Metadata
Risk Level
MEDIUM
Analyzed
May 17, 2026, 12:58 PM
Issues
1
Security Audit — snyk — paper-cluster-by-theme