SKILL.md
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Scenario
Trigger Keywords
Reference
Core Concepts
Autopilot vs Standard, architecture, pricing, what is GKE
Golden Path & Defaults
golden path, Day-0 checklist, production defaults, cluster defaults
Cluster Creation
create cluster, new cluster, provision GKE
Networking
private cluster, VPC, subnet, Gateway API, DNS, ingress, egress, datapath
Security & IAM
Workload Identity, Secret Manager, RBAC, Binary Auth, hardening, audit, gVisor, IAM roles
Scaling
HPA, VPA, autoscaler, autoscaling, NAP, scale pods, scale nodes
Compute Classes
ComputeClass, machine family, Spot fallback, GPU node pool, node selection
Cost
cost, savings, Spot VMs, rightsizing, CUD, optimize spend, budget
AI/ML Inference
inference, model serving, LLM, GPU, TPU, GIQ, vLLM
Upgrades
upgrade, maintenance window, release channel, patching, version
Observability
monitoring, logging, Prometheus, Grafana, metrics, alerts, dashboards
Multi-tenancy
multi-tenant, namespace isolation, team access, enterprise, RBAC planning
Batch & HPC
batch, HPC, job queue, high performance, MPI, parallel
App Onboarding
containerize, deploy app, Dockerfile, onboard, migrate to GKE
Backup & DR
backup, restore, disaster recovery, CMEK
Storage
storage, PVC, persistent volume, StorageClass, Filestore, GCS FUSE
Reliability
PDB, health probe, liveness, readiness, topology spread, graceful shutdown
Client Libraries
client library, client-go, kubernetes python, kubernetes java, kubernetes SDK
Infrastructure as Code
Terraform, IaC, HCL, infrastructure as code
MCP Server
MCP tools, MCP server, MCP setup
CLI / Tools
gcloud, kubectl, commands, how to
Production Audit
production readiness, compliance, golden path check
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