research-lit

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Audited by Snyk on Jul 18, 2026

Risk Level: MEDIUM
Full Analysis

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

  • Third-party content exposure detected (high risk: 0.78). SKILL.md describes runtime ingestion of outsider-authored free text from external sources—specifically WebSearch/arXiv/Semantic Scholar results and Zotero/Obsidian notes/annotations (via MCP tools) that the operating user did not author—into the agent’s LLM context during “Step 1: Search (external)” and “Step 0a/0b” compilation of extracted annotations/summaries.

Issues (1)

W011
MEDIUM

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

Audit Metadata
Risk Level
MEDIUM
Analyzed
Jul 18, 2026, 04:52 PM
Issues
1
Security Audit — snyk — research-lit