notebook-ml-architect
Installation
SKILL.md
Notebook ML Architect
Expert guidance for production-quality ML notebooks.
Quick Reference
| Operation | Use Case |
|---|---|
| audit | Analyze notebook for anti-patterns, leakage, reproducibility issues |
| refactor | Transform notebook into modular Python pipeline |
| template | Generate new notebook from EDA/classification/experiment template |
| report | Create markdown summary from executed notebook |
| convert | Extract Python script from notebook |
Audit Workflow
When auditing a notebook: