creative-generation-agent

Pass

Audited by Gen Agent Trust Hub on Sep 23, 2026

Risk Level: SAFEEXTERNAL_DOWNLOADSINDIRECT_PROMPT_INJECTION
Full Analysis
  • [EXTERNAL_DOWNLOADS]: The ImageGenerationAgent in examples/image_generation.py fetches pre-trained model weights from a well-known model registry using the runwayml/stable-diffusion-v1-5 identifier.
  • [INDIRECT_PROMPT_INJECTION]: The skill uses user-supplied strings to construct prompts for generative models, which creates a surface for potential indirect prompt injection attacks.
  • Ingestion points: User-supplied topics and prompts are ingested in examples/meme_generator.py, examples/podcast_producer.py, and examples/image_generation.py.
  • Boundary markers: The prompt templates in the PodcastScriptGenerator and MemeGenerationAgent classes do not employ delimiters or instructions to prevent the model from following commands embedded within the user data.
  • Capability inventory: The skill produces media content (audio, images, text) and does not expose sensitive system operations to the outputs of these generative models across its modules including music_generation.py and podcast_producer.py.
  • Sanitization: A ContentModerator class is provided in scripts/content_moderation.py to filter content, but its implementation methods are currently empty stubs.
Audit Metadata
Risk Level
SAFE
Analyzed
Sep 23, 2026, 05:00 PM
Security Audit — agent-trust-hub — creative-generation-agent