plan-monitoring

What problem does it solve?

Automates the creation of a comprehensive monitoring and maintenance plan for deployed models, ensuring drift detection, performance tracking, alerting, retraining, and governance across CRISP-DM 6 deployment.

Core Features & Use Cases

• Drift detection planning and monitoring across input features and labels.
• Prediction monitoring and governance across deployment environments and data sources.
• Documentation generation of a structured plan aligned to docs/crisp-dm/6-deployment/6.2-plan-monitoring.md.
• Use Case: When maintaining a production model, this skill provides a ready-to-edit plan to guide monitoring and retraining.

Quick Start

Provide a draft monitoring plan by analyzing existing deployment docs and highlighting gaps.