ml-training-recipes
Pass
Audited by Gen Agent Trust Hub on Sep 16, 2026
Risk Level: SAFE
Full Analysis
- [SAFE]: The skill serves as a purely instructional and reference-heavy resource for machine learning practitioners. All code snippets provided are standard PyTorch/Python patterns for model training, optimization, and data processing.
- [SAFE]: External references to repositories and libraries (e.g., HuggingFace, torchvision, MONAI, bitsandbytes, and Karpathy's autoresearch) are well-known and reputable sources within the machine learning ecosystem. No malicious remote script downloads or unverified dependencies were detected.
- [SAFE]: The execution of commands such as
nnUNetv2_trainortorch.compileis consistent with the stated purpose of training neural networks and optimizing GPU performance. - [SAFE]: No obfuscation, prompt injection, or suspicious data exfiltration patterns were identified. The metadata and content are consistent with the skill's description as a technical reference guide.
Audit Metadata