hardware-workload-estimator
Pass
Audited by Gen Agent Trust Hub on Jul 26, 2026
Risk Level: SAFECOMMAND_EXECUTIONEXTERNAL_DOWNLOADS
Full Analysis
- [COMMAND_EXECUTION]: The script
scripts/check_hardware.pyexecutes thenvidia-smiutility via subprocess to gather GPU metadata, such as VRAM availability and device names. This is a legitimate diagnostic function for calculating workload feasibility. - [EXTERNAL_DOWNLOADS]: The
scripts/generate_colab_notebook.pyutility prepares notebook cells that automate the installation of common data science libraries (e.g., torch, pandas, scikit-learn) from official registries. These operations are restricted to the Google Colab environment. - [SAFE]: The skill demonstrates high security awareness by mandating an automated scan for API keys, passwords, and PII in the 'Aturan Keamanan & Privasi Data' section before any data is offloaded to cloud providers.
Audit Metadata