paper-narrative

Pass

Audited by Gen Agent Trust Hub on Jul 2, 2026

Risk Level: SAFEPROMPT_INJECTION
Full Analysis
  • [SAFE]: No malicious code patterns, such as unauthorized network access, data exfiltration, or persistence mechanisms, were detected in the skill's scripts or instructions.
  • [PROMPT_INJECTION]: The skill analyzes untrusted manuscript data (abstracts and figure captions), which constitutes an indirect prompt injection attack surface. This is addressed with the following security considerations: 1. Ingestion points: Untrusted data is processed through the derive_paper_brief function in kernel.py. 2. Boundary markers: The LLM prompts utilize Markdown headers (e.g., ## Abstract) to isolate user-provided content from instructions. 3. Capability inventory: The skill is restricted to narrative analysis and does not possess capabilities for file modification, network communication, or code execution. 4. Sanitization/Verification: The skill documentation and code explicitly mandate a human-in-the-loop review process, requiring the user to confirm the accuracy of derived briefs before they are utilized in subsequent analysis steps.
Audit Metadata
Risk Level
SAFE
Analyzed
Jul 2, 2026, 01:21 AM
Security Audit — agent-trust-hub — paper-narrative