academic-pipeline

MEDIUM W012: Unverifiable external dependency detected (runtime URL that controls agent).

• Potentially malicious external URL detected (high risk: 0.70). The skill explicitly retrieves full-text references at runtime via DOI/API endpoints (e.g., DOI resolution such as https://doi.org) and injects the retrieved excerpt into the judge prompt (claim_ref_alignment_audit_agent / integrity_verification_agent), so remote web content fetched during execution is directly driving model prompts and verdicts.