novelty-check
Pass
Audited by Gen Agent Trust Hub on Jun 22, 2026
Risk Level: SAFE
Full Analysis
- [SAFE]: No security issues detected. The skill uses tools that are appropriate for its stated purpose of academic novelty verification.
- [DATA_EXFILTRATION]: The skill transmits the research idea provided in the arguments to external search engines via the
WebSearchtool. This is a functional requirement for checking literature and is not considered malicious exfiltration in this context. - [PROMPT_INJECTION]: The skill fetches and analyzes external research papers via the
WebFetchtool, which introduces a potential surface for indirect prompt injection. - Ingestion points: External research papers and abstracts are retrieved via
WebFetchin Phase B (step 3) and Phase C (step 1). - Boundary markers: None identified; the agent is instructed to read the full text of retrieved documents.
- Capability inventory: The skill is limited to search and file-reading tools (
WebSearch,WebFetch,Grep,Read,Glob) and does not have access to shell execution or persistent storage modification tools. - Sanitization: No specific sanitization or filtering of fetched content is performed before analysis. Given the skill's specific use-case and limited tool set, this surface risk is acceptable.
Audit Metadata