draft-related-work
Warn
Audited by Snyk on Jun 30, 2026
Risk Level: MEDIUM
Full Analysis
MEDIUM W011: Third-party content exposure detected (indirect prompt injection risk).
- Third-party content exposure detected (high risk: 0.85). Outsider free text is ingested when
scripts/gather_candidates.pyfetches each candidate paper’sabstract(and optionaltldr) from Semantic Scholar’s API at runtime and prints it into the LLM-readable clustering worksheet context.
Issues (1)
W011
MEDIUMThird-party content exposure detected (indirect prompt injection risk).
Audit Metadata