academic-pipeline

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

• Third-party content exposure detected (high risk: 1.00). The skill's integrity_verification_agent (agents/integrity_verification_agent.md) explicitly requires WebSearch/DOI lookups and fetching publisher/Google Scholar/other public web sources to verify references and claims, and those external pages are read and interpreted to produce PASS/FAIL verdicts that gate pipeline transitions (Stage 2.5 and 4.5), exposing the agent to untrusted third-party content that can influence actions.