ml-paper-writing

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Audited by Snyk on May 13, 2026

Risk Level: MEDIUM
Full Analysis

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

  • Third-party content exposure detected (high risk: 0.90). The skill's required workflows (SKILL.md and references/citation-workflow.md) explicitly instruct programmatic searching and retrieval from public third-party sources—e.g., Semantic Scholar, CrossRef, arXiv (including arXiv search URLs), OpenAlex, and an external Exa MCP URL—and include code to fetch/verify BibTeX and paper content, so the agent will ingest untrusted public web content that can materially influence citation selection and drafting decisions.

Issues (1)

W011
MEDIUM

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

Audit Metadata
Risk Level
MEDIUM
Analyzed
May 13, 2026, 11:27 PM
Issues
1