gradio
Pass
Audited by Gen Agent Trust Hub on Mar 13, 2026
Risk Level: SAFEEXTERNAL_DOWNLOADSCOMMAND_EXECUTIONPROMPT_INJECTIONDATA_EXFILTRATIONCREDENTIALS_UNSAFE
Full Analysis
- [EXTERNAL_DOWNLOADS]: The skill references the installation of reputable Python packages from public registries, including
gradio,openai,transformers,torch, andpandas. It also fetches pre-trained models from Hugging Face and Google, which are well-known and trusted services. - [COMMAND_EXECUTION]: Includes standard CLI instructions for environment setup using
pipand repository management withgitandhuggingface-cli. These commands represent typical developer workflows for machine learning deployment. - [PROMPT_INJECTION]: The skill implements chat interfaces and file-processing functions (CSV, images) that ingest untrusted external data. While this presents an indirect prompt injection surface, it is a core feature of the library and is presented here for educational purposes.
- [DATA_EXFILTRATION]: Demonstrates the use of the
share=Trueparameter to create temporary public URLs for demonstrations. This is an intended feature of the Gradio framework for collaboration and does not constitute unauthorized exfiltration. - [CREDENTIALS_UNSAFE]: Uses dummy values (
"admin","password123") as placeholders to illustrate how to implement authentication on the web interface, which is common in technical documentation.
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