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
Readtool) 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, andWebSearchto 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 VercelaiSDK. 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, andGrepfor file discovery and content extraction. These commands are used for their intended purpose of processing project documents.
Audit Metadata