paper-from-zero

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Audited by Snyk on May 8, 2026

Risk Level: MEDIUM
Full Analysis

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

  • Third-party content exposure detected (high risk: 0.80). The skill's workflow (SKILL.md step 2 "Actively search literature and build a compact literature map") and the Collaboration Hook #1 (call to Gemini literature-map after step 2) explicitly require ingesting candidate papers/keyword clusters from external/public literature, which the agent reads and uses to build the evidence matrix and routing/claim decisions—exposing it to untrusted third‑party content that can influence actions.

Issues (1)

W011
MEDIUM

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

Audit Metadata
Risk Level
MEDIUM
Analyzed
May 8, 2026, 08:38 AM
Issues
1
Security Audit — snyk — paper-from-zero