benchmark-paper

Warn

Audited by Snyk on Jul 7, 2026

Risk Level: MEDIUM
Full Analysis

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

  • Third-party content exposure detected (high risk: 0.70). SKILL.md’s required workflow invokes study-exemplars to “fetch … N recent best-paper awardees and top-cited papers … and extract their feature profile” from open-access sources; that runtime-fetched outsider-authored paper text (or extracted prose features/bases) can be ingested into the agent/LLM context for scoring, creating an indirect prompt-injection risk.

Issues (1)

W011
MEDIUM

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

Audit Metadata
Risk Level
MEDIUM
Analyzed
Jul 7, 2026, 01:03 PM
Issues
1
Security Audit — snyk — benchmark-paper