---
description: ML workspace rules
globs:
  - "ml/**/*"
alwaysApply: false
---

# ML Rules

- Keep structured ML workflows separate from LLM explanation workflows.
- Use measurable criteria: split, metric, threshold, calibration, and known failure modes.
- Do not commit patient-identifying or sensitive medical data.
- Model outputs support signals and trends, not diagnosis or treatment guidance.
- Document label assumptions, cohort limitations, and evaluation caveats near relevant code or reports.