aris-novelty-check
Pass
Audited by Gen Agent Trust Hub on May 6, 2026
Risk Level: SAFEPROMPT_INJECTION
Full Analysis
- [PROMPT_INJECTION]: The skill is vulnerable to indirect prompt injection (Category 8) during its literature review phase.
- Ingestion points: External research abstracts and related work sections are retrieved from the web using the
WebFetchtool in Phase B. - Boundary markers: The instructions in Phase C pass this untrusted external data to the Codex MCP tool without specifying boundary markers or providing instructions for the model to disregard any embedded prompts or adversarial content within the fetched papers.
- Capability inventory: The skill leverages the
mcp__codex__codextool to perform complex reasoning over the ingested data, creating a path for potential instruction manipulation by external content. - Sanitization: The skill does not implement any validation or sanitization of the content fetched from research databases before analysis.
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