ngs-amazon-image-studio

Pass

Audited by Gen Agent Trust Hub on Aug 14, 2026

Risk Level: SAFECOMMAND_EXECUTIONPROMPT_INJECTION
Full Analysis
  • [PROMPT_INJECTION]: The skill is vulnerable to indirect prompt injection because it processes untrusted inputs from user-supplied product business cards (references/business-card.md) and scraped data from external competitor listings (references/competitor-benchmark.md). This information is interpolated into prompts for image generation tools.
  • Ingestion points: User-provided fields (features, selling points) and content retrieved from Amazon URLs (ASINs/links) specified in the business card.
  • Boundary markers: The skill employs 'Product Fact Locks' (Step 4) and 'Meta-Prompts' (Step 8) to maintain facts, though it does not use strict delimiters to separate external data from system instructions during all generation steps.
  • Capability inventory: The agent has the capability to call image generation tools and execute the local scripts/generate_image.py script with dynamically generated prompt content.
  • Sanitization: Employs 'Negative Word' lists and task-specific constraints within meta-prompts to prevent the generation of unauthorized content.
  • [COMMAND_EXECUTION]: The skill executes a local Python script, scripts/generate_image.py, to handle image generation tasks when native tools are unavailable. The script is invoked with arguments (such as the prompt and output path) determined by the agent during its reasoning process.
  • Evidence: Step 7 of SKILL.md and the references/image-backends.md file describe the invocation of this script using a command-line interface.
Audit Metadata
Risk Level
SAFE
Analyzed
Aug 14, 2026, 01:34 AM
Security Audit — agent-trust-hub — ngs-amazon-image-studio