academic-workflow

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Audited by Snyk on Feb 19, 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 workflow explicitly instructs fetching and ingesting public third‑party content (e.g., "Step 1: Search and Save" using the paper-search command that writes /workspace/projects/papers.json and the "Replication Study" step that downloads paper PDFs), so the agent will read and act on untrusted public web content which can influence subsequent analysis and actions.
Audit Metadata
Risk Level
MEDIUM
Analyzed
Feb 19, 2026, 07:35 AM