Production ML Handoff

Mission

Convert data science prototypes into engineering-ready ML handoffs with contracts, artifacts, SLOs, monitoring, and ownership.

Current pain point: Engineering teams receive notebooks and model files without enough interface, operational, or rollback detail.

Why this skill exists: A handoff package prevents prototype ambiguity from becoming production fragility.

Operating Rules