Can I use this for MLOps workflows?

Yes, it is specifically designed to facilitate MLOps best practices like automation of model workflows and performance optimization.

What plugin does this skill require?

This skill requires the model-versioning-tracker plugin to be active within your Claude Code environment.

How do I trigger this skill in Claude Code?

You can trigger it by asking Claude to 'track a version', 'log performance', or manage a 'model registry'.

What does the AI Model Versioning Tracker skill do?

It allows Claude to interact with a versioning plugin to track AI/ML model versions, log performance data, and manage model lineage.

Does it support metrics retrieval?

Yes, Claude can generate code to query the plugin for specific performance metrics associated with any registered model version.

AI Model Versioning Tracker

Name: AI Model Versioning Tracker
Author: BbgnsurfTech

byBbgnsurfTech

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Data Science & ML

Manages and tracks AI/ML model versions, performance metrics, and lineage directly within the Claude Code environment.

The AI Model Versioning Tracker skill empowers Claude to interface with the model-versioning-tracker plugin, streamlining the management of machine learning lifecycles. It enables developers to automate the registration of new model versions, document metadata, and monitor performance metrics through a centralized registry. By implementing MLOps best practices such as version control and lineage tracking, this skill ensures that AI development remains organized, observable, and reproducible during both training and deployment phases.

Key Features

01Comprehensive model lineage and history tracking

02Validation of input data and robust error handling for model logs

03Automated registration of new AI/ML model versions

04Real-time retrieval and logging of model performance metrics

051 GitHub stars

06Seamless integration with model registries and MLflow workflows

Use Cases

01Comparing performance metrics between different versions of a production model

02Establishing a verifiable audit trail for model deployment and lineage

03Registering a new iteration of a training model with custom metadata

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add bbgnsurftech/claude-skills-collection skill-adapter

For use in Claude.ai and ChatGPT

Download Skill