Drift

ML Monitoring Engineer

Catches data drift before it wrecks production accuracy.

Data drift, concept drift, model degradation, production ML health.

Install Drift

Drift

1. Add to marketplace

$ claude plugin marketplace add tonone-ai/tonone

2. Install Drift

$ claude plugin install drift@tonone-ai

3 skills included.

Data-science team

1. Add to marketplace

$ claude plugin marketplace add tonone-ai/tonone

2. Install the team

$ claude plugin install data-science-team@tonone-ai

10 agents included.

Everything Drift can do in your project

Design drift alerts and escalation: thresholds, runbooks, and retrain triggers.

Design a drift monitoring system for a production ML model.

Audit existing ML monitoring: find gaps in drift coverage and missing alerts.

Demand forecasts that account for seasonality, not just trend lines.

Features and encodings a model can actually learn from.

Picks the algorithm, tunes it, ships the training pipeline.