Does it support Kubeflow?

Yes, it is designed to work with Vertex AI Pipelines, which utilizes the Kubeflow Pipelines (KFP) SDK for building and running ML workflows.

How does this skill help with Vertex AI?

It automates the generation of pipeline code and provides gcloud commands to deploy and manage ML workflows efficiently within the Google Cloud ecosystem.

Does this skill require gcloud CLI access?

Yes, the skill uses Bash tools with gcloud permissions to help you interact with your GCP project and deploy pipelines directly.

Can I use this for model deployment?

While its primary focus is on pipeline creation, it can generate the necessary pipeline components to automate the deployment of models to Vertex AI Endpoints.

Vertex AI Pipeline Creator

Name: Vertex AI Pipeline Creator
Author: jeremylongshore

byjeremylongshore

•

1,243

Data Science & ML

Automates the creation and orchestration of machine learning workflows on Google Cloud Platform's Vertex AI.

About

The Vertex AI Pipeline Creator skill empowers data scientists and developers to build, deploy, and manage sophisticated machine learning workflows with ease. By providing automated assistance for architecting MLOps pipelines, it generates production-ready boilerplate code and ensures configurations align with Google Cloud Platform best practices. This skill streamlines the entire pipeline lifecycle—from data preprocessing and model training to evaluation and deployment—by leveraging gcloud integrations and the Kubeflow Pipelines SDK to reduce manual overhead and improve reliability.

Key Features

Implementation of industry-standard MLOps best practices
1,243 GitHub stars
Validation of pipeline configurations against production standards
Support for Kubeflow Pipelines (KFP) and GCP specific services
Automated generation of Vertex AI pipeline templates and components
Seamless orchestration using gcloud CLI and integrated bash tools

Use Cases

Designing multi-stage data preprocessing and evaluation workflows
Automating recurring machine learning model retraining cycles
Standardizing MLOps infrastructure across enterprise GCP projects

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jeremylongshore/claude-code-plugins-plus-skills vertex-ai-pipeline-creator

For use in Claude.ai and ChatGPT

Download Skill

GitHub