ai-pretraining
Pass
Audited by Gen Agent Trust Hub on Sep 23, 2026
Risk Level: SAFE
Full Analysis
- [SAFE]: The skill serves as a technical and educational reference for large language model architecture and pretraining. The instructions and provided code snippets are transparent and focus on first-principles understanding.
- [EXTERNAL_DOWNLOADS]: The skill references several external resources in
data/sources.json, including research papers on arXiv, educational videos on YouTube, and official GitHub repositories from established researchers and organizations (e.g., OpenAI, Google, Karpathy). These references are standard for the domain and originate from well-known and reputable sources. - [COMMAND_EXECUTION]: The skill includes a local script
scripts/check_loop.pyused to verify mathematical and architectural assertions (step-0 loss, gradient accumulation, and causal attention). The script utilizes standard PyTorch functions for CPU execution and contains no hidden or malicious logic.
Audit Metadata