vision-multimodal

Pass

Audited by Gen Agent Trust Hub on Aug 11, 2026

Risk Level: SAFE
Full Analysis
  • [INDIRECT_PROMPT_INJECTION]: The skill is designed to ingest and process untrusted external data, including images and PDFs fetched from URLs or local files, creating a surface for indirect prompt injection attacks where instructions could be embedded within the visual or document content.
  • Ingestion points: Untrusted data enters the agent context through httpx.get(image_url), open("image.jpg", "rb"), and open("document.pdf", "rb") as demonstrated in the Python code patterns.
  • Boundary markers: The provided instructions and code snippets do not include explicit boundary markers or warnings for the agent to ignore instructions embedded within the visual content.
  • Capability inventory: The skill allows access to high-privilege tools including Bash, Read, Write, Edit, and WebFetch, which could be exploited if an indirect injection successfully overrides agent behavior.
  • Sanitization: No specific sanitization, filtering, or validation of the content within the images or PDFs is described.
  • [EXTERNAL_DOWNLOADS]: The skill utilizes the WebFetch tool and the httpx Python library to download images from remote URLs for analysis. This behavior is documented as a core feature for multimodal processing.
Audit Metadata
Risk Level
SAFE
Analyzed
Aug 11, 2026, 02:20 AM
Security Audit — agent-trust-hub — vision-multimodal