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Warn
Audited by Gen Agent Trust Hub on Mar 10, 2026
Risk Level: MEDIUMCOMMAND_EXECUTIONEXTERNAL_DOWNLOADSDATA_EXFILTRATIONPROMPT_INJECTION
Full Analysis
- [COMMAND_EXECUTION]: The skill dynamically generates a Python script (generate_thumbnail.py) and instructs the agent to execute it to manage the thumbnail pipeline.
- [COMMAND_EXECUTION]: The generated script uses subprocess.run to invoke external tools like mcp-imagen-go and system utilities like which.
- [EXTERNAL_DOWNLOADS]: The skill automatically installs several Python packages (Pillow, requests, google-genai, fal-client, openai) from public registries to enable AI backend support.
- [DATA_EXFILTRATION]: The script accesses ~/.gemini/settings.json to retrieve environment variables and project IDs required for Vertex AI and Gemini CLI tools.
- [PROMPT_INJECTION]: Untrusted user inputs (video titles and niches) are interpolated into AI prompts and script comments without sanitization or protective boundary markers.
- [PROMPT_INJECTION]: Mandatory Evidence Chain:
- Ingestion points: User-provided VIDEO_TITLE and VIDEO_NICHE fields extracted during the parsing step.
- Boundary markers: No delimiters or ignore instructions are used for user data interpolation.
- Capability inventory: File system write access, network requests, and subprocess execution in the generated script.
- Sanitization: No input validation or escaping is applied before including user data in prompts or script files.
Audit Metadata