novelty-matrix
Pass
Audited by Gen Agent Trust Hub on Feb 17, 2026
Risk Level: SAFE
Full Analysis
- Prompt Injection (SAFE): The instructions are strictly limited to technical analysis of research papers and do not attempt to bypass agent safety protocols or override system instructions.
- Data Exposure & Exfiltration (SAFE): The skill operates only on specific project-related files (output/CLAIMS.md) and explicitly declares no network access. No hardcoded credentials or sensitive file paths were detected.
- Unverifiable Dependencies & Remote Code Execution (SAFE): There are no scripts, package installations, or remote code download patterns in the skill.
- Indirect Prompt Injection (SAFE): 1. Ingestion points: output/CLAIMS.md. 2. Boundary markers: Absent. 3. Capability inventory: None (no shell access, no network, no file writes outside the workspace). 4. Sanitization: Absent. While the skill processes potentially untrusted paper content, it has no capabilities to perform malicious actions.
- Persistence Mechanisms (SAFE): No attempts to modify shell profiles or system services were detected.
Audit Metadata