marimo-batch-mlflow
Pass
Audited by Gen Agent Trust Hub on Apr 24, 2026
Risk Level: SAFE
Full Analysis
- [EXTERNAL_DOWNLOADS]: The skill references and uses the official
huggingface_hublibrary to interact with Hugging Face, a well-known platform for machine learning model hosting and compute jobs. - [REMOTE_CODE_EXECUTION]: The grid search utility script (
references/grid.py) useshuggingface_hub.run_uv_jobto programmatically launch training tasks on Hugging Face. This is the primary intended functionality of the sweep launcher and utilizes established third-party integration patterns. - [COMMAND_EXECUTION]: The skill leverages Tyro for typed command-line argument parsing and employs
shlex.quotein its grid launcher to safely handle shell arguments, adhering to security best practices for process execution. - [CREDENTIALS_UNSAFE]: Secret management is handled correctly; the skill instructs users to utilize
.envfiles for sensitive tokens likeHF_TOKENandMLFLOW_TRACKING_URIrather than hardcoding credentials. It also uses theEnvConfigcomponent for interactive secret entry in UI mode.
Audit Metadata