model-retrain
CommunityAutomate safe ML retraining with quality gates.
AuthorDuqueOM
Version1.0.0
Installs0
System Documentation
What problem does it solve?
The Skill automates end-to-end model retraining workflows with quality gates and safe promotion, reducing manual intervention and deployment risk.
Core Features & Use Cases
- Automated retraining pipelines: orchestrates data validation, training, evaluation, and model registry updates.
- Quality gates & governance: enforces primary/secondary metrics, fairness checks, and controlled promotions through staging and production transitions.
- Drift-driven and scheduled retraining: supports triggers from data drift alerts or periodic schedules, with human-in-the-loop approvals via PRs or MLflow UI.
Quick Start
Trigger a retrain by running the provided training script for your service with the latest production data and a clear promotion target.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: model-retrain Download link: https://github.com/DuqueOM/ML-MLOps-Portfolio/archive/main.zip#model-retrain Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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