survey-generation

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Audited by Snyk on Feb 22, 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 explicitly retrieves and ingests papers from public third‑party sources (see SKILL.md "Step 1: Collect Papers — Search Semantic Scholar / arXiv" and scripts/search_semantic_scholar.py, plus the [PAPER LIST] used throughout the prompts), and those external papers are read and used to drive generation/decision steps, creating clear exposure to untrusted third‑party content that could enable indirect prompt injection.
Audit Metadata
Risk Level
MEDIUM
Analyzed
Feb 22, 2026, 05:00 AM