higress-helm
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Deploy, configure, or upgrade Higress AI Gateway on Kubernetes via Helm chart. Covers Gateways, plugins, Ingress/CRD routing, observability, and production patterns.
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Deploy, configure, or upgrade Higress AI Gateway on Kubernetes via Helm chart. Covers Gateways, plugins, Ingress/CRD routing, observability, and production patterns.
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Create and manage Higress CRDs — WasmPlugin, Http2Rpc, McpBridge, AI Gateway, 41 Wasm plugins, 16 AI provider integrations, and Gateway configuration.
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Use when working with Higress — AI Gateway, Wasm plugins, Ingress, Helm deployment, or operator CRDs. Triggers: higress, AI Gateway, WasmPlugin, McpBridge.
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Deploy KServe on Kubernetes via Helm — 10 charts, Serverless/RawDeployment/ModelMesh modes, KServe/ModelMesh/annotator/router configurations.
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Create and manage KServe CRDs — InferenceService, ServingRuntime, InferenceGraph, LLMInferenceService, LocalModel, ClusterServingRuntime, and 22 CRDs under serving.kserve.io.
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Use when working with KServe — model inference, ServingRuntime, InferenceService, Helm deployment, or operator CRDs. Triggers: kserve, InferenceService, model serving, ModelMesh.
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Kubeflow Pipelines v2 — Python DSL, IR YAML compilation, @dsl.component, @dsl.pipeline, control flow, Kubernetes Native API, and artifact management.
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Kubeflow Trainer v2.2 — TrainJob, TrainingRuntime, ClusterTrainingRuntime CRDs for framework-agnostic distributed training on Kubernetes. Covers PyTorch, TensorFlow, JAX, XGBoost, MPI, and Flux workloads.
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Legacy Kubeflow Training Operator v1 — PyTorchJob, TFJob, MPIJob, XGBoostJob, ModelMesh CRDs for distributed training on Kubernetes (deprecated in favor of Trainer v2).
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Use when working with Kubeflow — route to the correct sub-skill based on what the user needs: TrainJob CRDs, Kubeflow Pipelines v2, or legacy Training Operator v1.
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Deploy MariaDB operator on Kubernetes via Helm — 3 charts, production HA values, Galera, MaxScale, backups, PITR configuration.
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Create and manage MariaDB operator CRDs — 12 CRDs under k8s.mariadb.com, Galera HA, MaxScale, backups, PITR, monitoring, and connection pooling.
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Use when working with MariaDB operator — Helm deployment, operator CRDs, Galera HA, MaxScale, or backups. Triggers: mariadb, Galera, MaxScale, PITR.
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NetBird client CLI — install, connect (up/down), status, networks, reverse proxy (expose), SSH, Kubernetes access, and debugging. Commands verified against v0.76.x.
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NetBird Kubernetes operator (netbirdio/kubernetes-operator) — CRDs for exposing cluster services on the NetBird mesh, managing peers/routes/groups from inside K8s. Covers SetupKey, Group, NetworkRouter, NetworkResource, NetworkEgress, SidecarProfile, ClusterProxy.
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Self-hosted NetBird control plane on Kubernetes — the netbirdio/netbird-server combined management/signal/relay/STUN server + dashboard. Covers the helmforge/netbird chart, config.yaml, PostgreSQL store, embedded Dex IdP, gRPC/HTTP routing, STUN, and ESO secret delivery.
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NetBird Terraform provider (netbirdio/netbird) — groups, peers, routes, networks, network resources/routers, policies, setup keys, DNS zones/records, posture checks, users, tokens, SCIM, identity providers, reverse proxy services. Declarative NetBird management via public API.
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Use when working with NetBird — route to the correct sub-skill based on what you need: client CLI, Terraform provider, or the Kubernetes operator.
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Use when working with Nextcloud — deploying on Kubernetes via Helm (nextcloud-helm) or managing users/groups/apps via the Provisioning API (nextcloud-api). Triggers: nextcloud deploy, nextcloud OCC, NC user provisioning, nextcloud-helm.
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Use when managing Nextcloud users, groups, and apps via the Provisioning API (OCS). Covers user CRUD, group management, app enable/disable, and curl examples. NOT for Helm deployment — use nextcloud-helm.
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Use when deploying, configuring, or upgrading Nextcloud on Kubernetes via Helm. Covers HelmRelease values, database (external PostgreSQL/MySQL or bundled MariaDB), Gateway API/Ingress routing, Redis cache, S3/Swift primary storage, Collabora Online, Imaginary previews, cron jobs, and metrics. NOT for API-level…
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Use when working with NVIDIA GPU support on Kubernetes — device plugin, GPU Feature Discovery, Node Feature Discovery, CDI, MIG, time-slicing. Covers Helm chart, values, configuration. No CRDs (ConfigMap-based).
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Use when deploying or managing Rook-Ceph CRDs — CephCluster, CephBlockPool, CephFilesystem, CephObjectStore, CephNFS, CephRBDMirror, and supporting resources. Covers operator chart config, cluster spec, CSI settings, storage classes.
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Use when running ceph CLI commands from the Rook toolbox pod — cluster health, OSD management, pool operations, RBD commands, CephFS management, RGW admin, and common diagnostic operations.