reviewing-ai-papers

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

• Third-party content exposure detected (high risk: 0.90). SKILL.md explicitly instructs the agent to analyze user-provided URLs/documents (e.g., "Use when user provides URL/document for AI/ML content analysis" and the "Article Assessment"/"Actionable Recommendations"/"Memory Integration" sections), meaning it ingests untrusted public articles/blogs/papers and uses them to produce actionable decisions and store memory, which could allow embedded third-party instructions to influence behavior.