research-pipeline

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

• Third-party content exposure detected (high risk: 0.80). The skill's /research-lit step (see the ARXIV_DOWNLOAD constant) explicitly fetches arXiv PDFs/metadata from the public web and those documents are ingested and used by the idea-discovery/novelty-check pipeline to drive idea selection and downstream actions, exposing the agent to untrusted third-party content that can influence decisions.