Does it support tracking custom performance metrics?

Yes, you can generate code to log and retrieve custom metrics like accuracy, F1 score, or loss associated with specific model versions.

How does this help with AI model lineage?

The skill creates a structured record of every model version, allowing you to trace the history and evolution of your AI models from development to deployment.

Can I use this skill to replace MLflow?

This skill provides core model tracking and versioning capabilities within Claude Code, facilitating patterns similar to MLflow for version control and metric logging.

Is this skill compatible with automated CI/CD pipelines?

Absolutely. It is designed to facilitate automated workflows, making it ideal for integration into MLOps pipelines for consistent versioning.

AI Model Versioning Tracker

Name: AI Model Versioning Tracker
Author: jeremylongshore

byjeremylongshore

•

883

Ciencia de Datos y ML

Tracks, logs, and manages AI/ML model versions and performance metrics to ensure seamless model lineage and deployment workflows.

Acerca de

This skill enables Claude to efficiently manage the lifecycle of machine learning models by integrating with the model-versioning-tracker plugin. It simplifies the process of logging new model iterations, tracking critical performance metrics, and maintaining a robust model registry. By automating version control for AI/ML projects, this skill helps developers implement MLOps best practices, trace model lineage, and optimize performance across various deployment environments.

Características Principales

Automated model version logging and metadata tracking
Performance metric retrieval and monitoring
Automated workflows for model deployment and versioning
AI/ML model lineage management
883 GitHub stars
Model registry integration and organization

Casos de Uso

Tracking a new version of an image classification model with specific metadata
Retrieving historical performance metrics for sentiment analysis models
Implementing automated version control for production-ready AI/ML pipelines

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jeremylongshore/claude-code-plugins-plus-skills model-versioning-tracker

For use in Claude.ai and ChatGPT

Download Skill

GitHub