#1
Machine Learning Pipelines for Kubeflow
4.2K starsJun 16, 2026 pushdevopsPythonKubernetes
$ npx skills add kubeflow/pipelinesAlternatives
Recommenders alternatives for AI agents.
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
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Recommenders
Best Practices on Recommendation Systems
100
Quality
95
Trust
22K
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#2
MLRun is an open source MLOps platform for quickly building and managing continuous ML applications across their lifecycle. MLRun integrates into your development and CI/CD environment and automates the delivery of production data, ML pipelines, and online applications.
1.7K starsJun 15, 2026 pushdevopsPythonKubernetes
$ npx skills add mlrun/mlrun#3
AI Infra / AI Orchestration / AI Control Plane
3.7K starsJun 12, 2026 pushdevopsMDXKubernetes
$ npx skills add polyaxon/polyaxon#4
Automated Machine Learning on Kubernetes
1.7K starsJun 15, 2026 pushdevopsPythonKubernetes
$ npx skills add kubeflow/katib#5
Distribute and run AI workloads on Kubernetes magically in Python, like PyTorch for ML infra.
1.2K starsMay 29, 2026 pushdevopsPythonKubernetes
$ npx skills add run-house/kubetorch#6
A low code Machine Learning personalized ranking service for articles, listings, search results, recommendations that boosts user engagement. A friendly Learn-to-Rank engine
2.4K starsSep 24, 2025 pushdevopsScalaKubernetes
$ npx skills add metarank/metarank#7
Helm Chart & Documentation for deploying JupyterHub on Kubernetes
1.7K starsJun 15, 2026 pushdevopsPythonKubernetes
$ npx skills add jupyterhub/zero-to-jupyterhub-k8s#8
Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.
3.2K starsMar 20, 2025 pushdevopsGoKubernetes
$ npx skills add determined-ai/determined#9
MicroK8s is a small, fast, single-package Kubernetes for datacenters and the edge.
9.3K starsJun 11, 2026 pushdevopsPythonKubernetes
$ npx skills add canonical/microk8s#10
An easy to use and powerful chaos engineering experiment toolkit.（阿里巴巴开源的一款简单易用、功能强大的混沌实验注入工具）
6.4K starsJun 9, 2026 pushdevopsPythonKubernetes
$ npx skills add chaosblade-io/chaosblade#11
A toolkit to run Ray applications on Kubernetes
2.5K starsJun 16, 2026 pushdevopsGoKubernetes
$ npx skills add ray-project/kuberay#12
Official Python client library for kubernetes
7.6K starsJun 8, 2026 pushdevopsPythonKubernetes
$ npx skills add kubernetes-client/python#13
Kubernetes operator for managing the lifecycle of Apache Spark applications on Kubernetes.
3.1K starsJun 15, 2026 pushdevopsPythonKubernetes
$ npx skills add kubeflow/spark-operator#14
AI Infrastructure Engineer Learning Track - Production ML infrastructure curriculum (2-4 years experience)
1.3K starsJun 1, 2026 pushdevopsPythonKubernetes
$ npx skills add ai-infra-curriculum/ai-infra-engineer-learning#15
An open, distributed platform as a service
1.7K starsJun 15, 2026 pushdevopsPythonKubernetes
$ npx skills add Yelp/paasta#16
The AI Datastore for Schemas, BLOBs, and Predictions. Use with your apps or integrate built-in Human Supervision, Data Workflow, and UI Catalog to get the most value out of your AI Data.
1.9K starsJun 12, 2026 pushdevopsPythonKubernetes
$ npx skills add diffgram/diffgramHow to choose
When should you switch?
Use an alternative when it has a clearer install path, higher trust score, fresher maintenance, or better platform fit for your current agent stack. Keep Recommenders if it already passes your workflow test and repository review.
Next step
Compare top candidates side by side
Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.