empirical-paper-writer

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

• Third-party content exposure detected (high risk: 0.90). The SKILL.md workflow explicitly instructs the agent to "Search literature and gather" papers and to "Verify every citation via web search + source page (and PDF if available) before adding to ref.bib" (see Phase 0.5 and Safety & Guardrails), meaning the skill ingests open, third‑party web content (papers, source pages, PDFs) and uses that content to drive baseline selection, claim upgrades, and writing decisions.