multimodal-llm

Pass

Audited by Gen Agent Trust Hub on Oct 23, 2026

Risk Level: SAFEINDIRECT_PROMPT_INJECTIONEXTERNAL_DOWNLOADSCOMMAND_EXECUTION
Full Analysis
  • [INDIRECT_PROMPT_INJECTION]: The skill integrates capabilities for processing external data sources such as images, audio recordings, and PDF documents. This creates a surface area for indirect prompt injection, where malicious instructions embedded in media files could attempt to influence agent behavior.
  • Ingestion Points: The skill instructions involve reading external PDF files (via the Read tool) and processing user-provided images and audio for model analysis.
  • Boundary Markers: The implementation patterns lack explicit prompt boundaries or 'ignore-instruction' markers for the untrusted content being processed.
  • Capability Inventory: The skill is configured to use environment tools including Read, Glob, Grep, WebFetch, and WebSearch to facilitate document processing and information retrieval.
  • Sanitization: No explicit sanitization or validation logic is provided for the content extracted from vision or audio models before it is returned to the agent context.
  • [EXTERNAL_DOWNLOADS]: The skill recommends the use of official SDKs from trusted providers and well-known services. This includes anthropic, google-genai, openai, and the Vercel ai SDK. These references target official package registries and represent standard development practices.
  • [COMMAND_EXECUTION]: The documentation provides patterns for utilizing system-level tools such as Read, Glob, and Grep for file discovery and content extraction. These commands are used for their intended purpose of processing project documents.
Audit Metadata
Risk Level
SAFE
Analyzed
Oct 23, 2026, 11:55 AM