Automated Machine Learning on Kubernetes
$ npx skills add kubeflow/katibAlternatives
Compare similar skills by workflow fit, trust score, quality, GitHub adoption, maintenance, and install readiness.
Current skill
Distributed AI Model Training and LLM Fine-Tuning on Kubernetes
Automated Machine Learning on Kubernetes
$ npx skills add kubeflow/katibAchieve state of the art inference performance with modern accelerators on Kubernetes
$ npx skills add llm-d/llm-deBPF Observability - Distributed Tracing and Profiling
$ npx skills add deepflowio/deepflowAI Inference Operator for Kubernetes. The easiest way to serve ML models in production. Supports VLMs, LLMs, embeddings, and speech-to-text.
$ npx skills add kubeai-project/kubeaiManages Unified Access to Generative AI Services built on Envoy Gateway
$ npx skills add envoyproxy/ai-gatewayGiving Kubernetes Superpowers to everyone
$ npx skills add k8sgpt-ai/k8sgptAn open-source authorization as a service inspired by Google Zanzibar, designed to build and manage fine-grained and scalable authorization systems for any application. β Permify is now part of FusionAuth π
$ npx skills add Permify/permifyReal-time monitoring for Proxmox, Docker, and Kubernetes with AI-powered insights, smart alerts, and a beautiful unified dashboard
$ npx skills add rcourtman/PulseAI powered Kubernetes Assistant
$ npx skills add GoogleCloudPlatform/kubectl-aiAI Infrastructure Engineer Learning Track - Production ML infrastructure curriculum (2-4 years experience)
$ npx skills add ai-infra-curriculum/ai-infra-engineer-learningAn open-source cloud-native unified-cloud platform. εΌζΊδΊεηθεδΊεΉ³ε°
$ npx skills add yunionio/cloudpodsNVIDIA GPU Operator creates, configures, and manages GPUs in Kubernetes
$ npx skills add NVIDIA/gpu-operatorAn open source DevOps tool from the CNCF for packaging and versioning AI/ML models, datasets, code, and configuration into an OCI Artifact.
$ npx skills add kitops-ml/kitopsBest Practices on Recommendation Systems
$ npx skills add recommenders-team/recommendersSeaweedFS is a distributed storage system for object storage (S3), file systems, and Iceberg tables, designed to handle billions of files with O(1) disk access and effortless horizontal scaling.
$ npx skills add seaweedfs/seaweedfsDistributed reliable key-value store for the most critical data of a distributed system
$ npx skills add etcd-io/etcdHow to choose
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 Trainer if it already passes your workflow test and repository review.
Next step
Open the compare page, test the install commands in a sandbox, and check each repository before using a skill in production.