knowledge-distillation
Pass
Audited by Gen Agent Trust Hub on Mar 28, 2026
Risk Level: SAFE
Full Analysis
- [EXTERNAL_DOWNLOADS]: The skill includes commands to install standard machine learning libraries such as
transformers,datasets,accelerate,torch,deepspeed, andwandbfrom official registries. These are well-known, industry-standard packages. - [EXTERNAL_DOWNLOADS]: Fetches the
LMOpsrepository from Microsoft's official GitHub account for the MiniLLM implementation. This is a reference to a trusted organization and aligns with the educational purpose of the skill. - [COMMAND_EXECUTION]: Provides example shell commands for environment setup (pip install, git clone). These commands are transparent, standard for ML development, and do not involve obfuscation or malicious intent.
- [REMOTE_CODE_EXECUTION]: While the skill demonstrates how to load and run models using the Hugging Face
transformerslibrary, this is the intended primary purpose of the skill. It uses well-known model identifiers likemeta-llama/Llama-2-70b-hffrom a recognized vendor. - [DATA_EXFILTRATION]: No network operations unrelated to standard model downloading or package installation were detected. There is no evidence of sensitive file access or credential harvesting.
Audit Metadata