thumbnail-creator

Fail

Audited by Gen Agent Trust Hub on Jun 17, 2026

Risk Level: HIGHCOMMAND_EXECUTIONEXTERNAL_DOWNLOADSPROMPT_INJECTION
Full Analysis
  • [COMMAND_EXECUTION]: Persistence mechanism through shell profile modification.
  • Evidence: The instructions guide the user to persist an environment variable by appending it to shell profiles: echo 'export GEMINI_API_KEY="your-key-here"' >> ~/.zshrc.
  • [COMMAND_EXECUTION]: Local script generation and execution.
  • Evidence: The skill relies on a local script generate_image.py. It instructs the agent to create the script if missing and subsequently execute it via python3 generate_image.py with various command-line arguments.
  • [EXTERNAL_DOWNLOADS]: Installation of third-party dependencies.
  • Evidence: The skill requires pip install google-generativeai Pillow requests. While these are well-known packages from a trusted service (Google), they represent external code dependencies necessary for execution.
  • [PROMPT_INJECTION]: Indirect prompt injection surface.
  • Ingestion points: Article copy or external URLs (Step 1 of execution).
  • Boundary markers: Absent. The skill does not define delimiters to separate untrusted article content from its own instructions.
  • Capability inventory: Execution of a Python script with network access to the Gemini API and local file system access (writing to ./thumbnails/).
  • Sanitization: No instructions provided for sanitizing or escaping the content fetched from URLs before it is processed by the agent to create compositions.
Recommendations
  • AI detected serious security threats
Audit Metadata
Risk Level
HIGH
Analyzed
Jun 17, 2026, 12:10 AM
Security Audit — agent-trust-hub — thumbnail-creator