feature-store-and-ml-data-pipelines
Installation
SKILL.md
Feature Store And ML Data Pipelines
Overview
Use this skill when the platform must support model training and inference safely. It helps agents design feature generation, point-in-time correctness, serving parity, and operational contracts for ML-focused data products.
When to Use
- building training datasets
- designing feature stores or reusable features
- supporting online and offline feature access
- preventing leakage and training-serving mismatch
- publishing model-ready data products
Do not treat feature pipelines as ordinary marts with different names. ML pipelines have different correctness risks.