Does it support model lineage tracking?

Yes, the skill is designed to maintain a history of model versions, helping you track the evolution and lineage of your machine learning projects over time.

How does this skill improve MLOps workflows?

It automates the manual task of logging model metadata and performance stats, ensuring a consistent and searchable record for every model version created.

What kind of models can be tracked with this skill?

This skill is model-agnostic and can track versions for any AI/ML asset, including large language models, computer vision models, and tabular data classifiers.

Can I use this to compare different model versions?

Yes, you can use the skill to retrieve specific performance metrics for any version, allowing for quick comparisons and data-driven deployment decisions.

ML Model Version Tracker

Name: ML Model Version Tracker
Author: jeremylongshore

byjeremylongshore

•

983

数据科学与机器学习

Automates the tracking, versioning, and performance logging of machine learning models to ensure reproducible and organized AI development.

关于

This skill empowers Claude to manage the full lifecycle of AI and machine learning models by integrating directly with the model-versioning-tracker plugin. It streamlines the process of registering new model iterations, logging critical performance metrics, and maintaining a clear record of model lineage. Ideal for data scientists and MLOps engineers, this skill ensures that every model version is documented, searchable, and measurable, preventing version drift and improving collaboration across ML teams.

主要功能

Seamless integration with ML development workflows
Automated model versioning and registry management
983 GitHub stars
Performance metric logging and historical retrieval
Automated model metadata documentation
Comprehensive model lineage tracking

使用场景

Auditing model history to verify changes in production-level AI assets
Retrieving and comparing accuracy metrics between different model versions
Registering and logging a new iteration of a neural network after training

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jeremylongshore/claude-code-plugins-plus-skills tracking-model-versions

For use in Claude.ai and ChatGPT

Download Skill

GitHub

关于