GKE Basics
Managed Kubernetes platform on Google Cloud. Defaults to Autopilot mode.
Quick Start
gcloud services enable container.googleapis.com --quiet
gcloud container clusters create-auto my-cluster --region=us-central1 --quiet
gcloud container clusters get-credentials my-cluster --region=us-central1 --quiet
GKE Skill Routing Table
Load the single, most specific GKE sub-skill below matching your workload
requirements. Do not load multiple GKE skills unless explicitly required.
| Scenario |
Trigger Keywords |
Target Skill |
| Golden Path Defaults |
production defaults, golden |
gke-golden-path |
| : : path : : |
|
|
| Cluster Creation |
create cluster, provision |
gke-cluster-creation |
| : : GKE : : |
|
|
| Networking & Ingress |
private cluster, VPC, |
gke-networking |
| : : Gateway API, Ingress, DNS : : |
|
|
| Security & IAM |
Workload Identity, Secret |
gke-security |
| : : Manager, RBAC, hardening : : |
|
|
| Autoscaling |
HPA, VPA, Cluster |
gke-scaling |
| : : Autoscaler, NAP : : |
|
|
| Compute Classes |
ComputeClass, Spot fallback, |
gke-compute-classes |
| : : GPU/TPU nodes : : |
|
|
| Cost Optimization |
Spot VMs, rightsizing, cost |
gke-cost |
| : : allocation : : |
|
|
| AI/ML Workloads |
LLM, GPU/TPU inference, |
gke-inference |
| : : serving, vLLM : : |
|
|
| Cluster Upgrades |
upgrade, maintenance window, |
gke-upgrades |
| : : release channel : : |
|
|
| Observability |
monitoring, logging, |
gke-observability |
| : : Prometheus, dashboards : : |
|
|
| Multi-tenancy |
namespace isolation, |
gke-multitenancy |
| : : resource quota, LimitRange : : |
|
|
| Batch & HPC |
batch, HPC, Kueue, JobSet, |
gke-batch-hpc |
| : : parallel jobs : : |
|
|
| App Onboarding |
containerize, Dockerfile, |
gke-app-onboarding |
| : : deploy app, onboard : : |
|
|
| Backup & DR |
backup plan, restore, |
gke-backup-dr |
| : : disaster recovery, CMEK : : |
|
|
| Storage & PVC |
SSD, PV, PVC, StorageClass, |
gke-storage |
| : : GCS FUSE : : |
|
|
| Reliability |
PDB, health probe, liveness, |
gke-reliability |
| : : readiness : : |
|
|
Conceptual & Informational Queries (CRITICAL)
For purely conceptual, educational, or informational questions (e.g. "What is
GKE?", "Explain GKE architecture", or "Compare Standard vs Autopilot" in a
generic sense):
- Rule: Answer immediately using your pre-trained knowledge.
- Constraint: Do not execute code searches, directory listings, or other
tool calls unless the user explicitly requests you to inspect the local
workspace or run a command. Keep it fast, cheap, and direct.
1---2name: gke-basics-23description: Core GKE cluster discovery and hub. Use to route to specialized GKE skills. Do not use for specialized tasks (networking, security, etc.) directly.4---56# GKE Basics78Managed Kubernetes platform on Google Cloud. Defaults to Autopilot mode.910## Quick Start1112```bash13gcloud services enable container.googleapis.com --quiet14gcloud container clusters create-auto my-cluster --region=us-central1 --quiet15gcloud container clusters get-credentials my-cluster --region=us-central1 --quiet16```1718## GKE Skill Routing Table1920Load the single, most specific GKE sub-skill below matching your workload21requirements. **Do not load multiple GKE skills unless explicitly required.**2223| Scenario | Trigger Keywords | Target Skill |24| -------------------- | ---------------------------- | ---------------------- |25| Golden Path Defaults | production defaults, golden | `gke-golden-path` |26: : path : :27| Cluster Creation | create cluster, provision | `gke-cluster-creation` |28: : GKE : :29| Networking & Ingress | private cluster, VPC, | `gke-networking` |30: : Gateway API, Ingress, DNS : :31| Security & IAM | Workload Identity, Secret | `gke-security` |32: : Manager, RBAC, hardening : :33| Autoscaling | HPA, VPA, Cluster | `gke-scaling` |34: : Autoscaler, NAP : :35| Compute Classes | ComputeClass, Spot fallback, | `gke-compute-classes` |36: : GPU/TPU nodes : :37| Cost Optimization | Spot VMs, rightsizing, cost | `gke-cost` |38: : allocation : :39| AI/ML Workloads | LLM, GPU/TPU inference, | `gke-inference` |40: : serving, vLLM : :41| Cluster Upgrades | upgrade, maintenance window, | `gke-upgrades` |42: : release channel : :43| Observability | monitoring, logging, | `gke-observability` |44: : Prometheus, dashboards : :45| Multi-tenancy | namespace isolation, | `gke-multitenancy` |46: : resource quota, LimitRange : :47| Batch & HPC | batch, HPC, Kueue, JobSet, | `gke-batch-hpc` |48: : parallel jobs : :49| App Onboarding | containerize, Dockerfile, | `gke-app-onboarding` |50: : deploy app, onboard : :51| Backup & DR | backup plan, restore, | `gke-backup-dr` |52: : disaster recovery, CMEK : :53| Storage & PVC | SSD, PV, PVC, StorageClass, | `gke-storage` |54: : GCS FUSE : :55| Reliability | PDB, health probe, liveness, | `gke-reliability` |56: : readiness : :5758## Conceptual & Informational Queries (CRITICAL)5960For purely conceptual, educational, or informational questions (e.g. "What is61GKE?", "Explain GKE architecture", or "Compare Standard vs Autopilot" in a62generic sense):6364* **Rule**: **Answer immediately using your pre-trained knowledge.**65* **Constraint**: **Do not execute code searches, directory listings, or other66 tool calls** unless the user explicitly requests you to inspect the local67 workspace or run a command. Keep it fast, cheap, and direct.
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