2d-pixel-asset
Warn
Audited by Gen Agent Trust Hub on Sep 19, 2026
Risk Level: MEDIUMREMOTE_CODE_EXECUTIONEXTERNAL_DOWNLOADSCOMMAND_EXECUTIONDYNAMIC_EXECUTIONINDIRECT_PROMPT_INJECTION
Full Analysis
- [REMOTE_CODE_EXECUTION]: The
scripts/process_asset.pyscript utilizes thetransformerslibrary to load theZhengPeng7/BiRefNetmodel withtrust_remote_code=True. This flag permits the execution of arbitrary Python code defined within the remote repository's modeling files upon initialization.\n- [EXTERNAL_DOWNLOADS]: When the--mlflag is provided, the skill automatically downloads machine learning model weights and configurations from the Hugging Face hub repositoryZhengPeng7/BiRefNet.\n- [DYNAMIC_EXECUTION]: The script dynamically loads and executes code from a remote source at runtime based on the model selection, posing a risk of executing unauthorized code if the remote repository is compromised.\n- [COMMAND_EXECUTION]: The workflow involves the execution of local shell commands such asmkdir,mv, andpython, which are used to manage files and invoke the post-processing script.\n- [INDIRECT_PROMPT_INJECTION]: The skill ingests user input and interpolates it directly into the Gemini prompt template without sanitization or boundary markers. This creates an attack surface where a user could provide instructions intended to override the image generation parameters or the agent's browser automation workflow.
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