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Google Kubernetes Engine agent skills for Claude Code, Codex and other agents.
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Google Kubernetes Engine skills, ranked
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Official (47 skills)
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 1 | A skill your agent uses when analyzing an AICR snapshot YAML file, reviewing cluster state, comparing provider characteristics, extracting GPU/network topology insights, or generating a cluster… | NVIDIA/ | 439 | — | ~3.5k | Automated safety check: Pass | Apache-2.0 | today |
| 2 | A skill your agent uses when reporting on UAT health across services and GPU targets — which service (EKS/GKE/AKS) x GPU (H100/GB200) x intent combinations are passing or failing in the UAT Run… | NVIDIA/ | 439 | — | ~3.2k | Automated safety check: Pass | Apache-2.0 | today |
| 3 | Diagnoses GKE JobSet interruptions, restarts, and preemptions for AI/ML training workloads autonomously. | google/ | 21k | — | ~2.8k | Automated safety check: Pass | Apache-2.0 | today |
| 4 | Monitors, troubleshoots, and manages GKE TPU Dynamic Slices custom resources. | google/ | 21k | — | ~2k | Automated safety check: Pass | Apache-2.0 | today |
| 5 | Monitors and troubleshoots GKE TPU workloads, nodes, and node pools using GKE system metrics and PromQL. | google/ | 21k | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | today |
| 6 | Diagnoses and prevents vbarcontrolagent segfaults, out-of-memory (OOM) errors, and TPU device initialization failures on TPU v6e nodes in GKE caused by race conditions during TPU device resets or… | google/ | 21k | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | today |
| 7 | Diagnoses and resolves Filestore client mount failures on Google Cloud, permission errors (EACCES), and network timeouts (ETIMEDOUT). | google/ | 21k | — | ~2.9k | Automated safety check: Pass | Apache-2.0 | today |
| 8 | Audits, configures, and hardens workload-level security controls for Google Kubernetes Engine (GKE) applications and namespaces. | google/ | 21k | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | today |
| 9 | Configures alerting policies in Terraform for Google Kubernetes Engine (GKE) clusters, workloads, and services using PromQL and Google Cloud Managed Service for Prometheus. | google/ | 21k | — | ~5.3k | Automated safety check: Pass | Apache-2.0 | today |
| 10 | Manages GKE application onboarding, covering containerization, deployment manifests, and migration. | google/ | 21k | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | today |
| 11 | Configures best-practice, high-signal alerting policies for Cloud Run resources on Google Cloud (services, jobs, and worker pools) based on seasoned SRE practices. | google/ | 21k | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | today |
| 12 | Manages core GKE cluster provisioning, credentials, Autopilot vs Standard selection, and workload deployment. | google/ | 21k | — | ~995 | Automated safety check: Pass | Apache-2.0 | today |
| 13 | Answer natural language questions and perform analysis on GKE cluster and workload costs using BigQuery billing exports, cost allocation data, and live cluster monitoring metrics. | google/ | 21k | — | ~1.5k | Automated safety check: Pass | Apache-2.0 | today |
| 14 | Generates and updates secure, production-ready Kubernetes YAML manifests optimized for GKE Autopilot and GKE Standard clusters. | google/ | 21k | — | ~3.1k | Automated safety check: Pass | Apache-2.0 | today |
| 15 | Configures, optimizes, and troubleshoots GKE ComputeClasses. | google/ | 21k | — | ~7.3k | Automated safety check: Pass | Apache-2.0 | today |
| 16 | Optimizes GKE costs, rightsizes workloads, and configures Spot VMs, CUDs, cost allocation, and resource quotas. | google/ | 21k | — | ~2.1k | Automated safety check: Pass | Apache-2.0 | today |
| 17 | Configures GKE edge networking, traffic routing, load balancing, and private service endpoints. | google/ | 21k | — | ~2.9k | Automated safety check: Pass | Apache-2.0 | today |
| 18 | Manages scaling for GKE workloads using HPA and VPA. An agent skill from google/skills. | google/ | 21k | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | today |
| 19 | Diagnoses, predicts, and mitigates node disruptions during Compute Engine host maintenance and hardware or software maintenance events for GPU and TPU workloads on GKE. | google/ | 21k | — | ~1.6k | Automated safety check: Pass | Apache-2.0 | today |
| 20 | Configures Backup for GKE: the BackupRestore cluster addon, BackupPlan and RestorePlan resources, restore workflows, and CMEK-encrypted backups. | google/ | 21k | — | ~2k | Automated safety check: Pass | Apache-2.0 | today |
| 21 | Runs batch and HPC workloads on GKE, utilizing job queues and parallel processing. | google/ | 21k | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | today |
| 22 | Trigger on mention of GKE cluster autoscaler, node autoscaling, node pool auto-creation / node auto-provisioning. | google/ | 21k | — | ~3k | Automated safety check: Pass | Apache-2.0 | today |
| 23 | Plans and executes GKE cluster creation, provisioning, and production readiness audits using pre-defined templates (Autopilot, Standard Regional, GPU/AI Inference, AI Hypercompute). | google/ | 21k | — | ~3.1k | Automated safety check: Pass | Apache-2.0 | today |
| 24 | Discovers golden base images for creating GKE custom node images based on technical specifications or context clues. | google/ | 21k | — | ~996 | Automated safety check: Pass | Apache-2.0 | today |
| 25 | Deploys and optimizes AI/ML inference workloads on GKE, using GPUs, TPUs, and model servers. | google/ | 21k | — | ~2k | Automated safety check: Pass | Apache-2.0 | today |
| 26 | Plans and configures multi-tenancy on GKE. An agent skill from google/skills. | google/ | 21k | — | ~1.3k | Automated safety check: Pass | Apache-2.0 | today |
| 27 | Plans, configures, and manages core GKE cluster networking. An agent skill from google/skills. | google/ | 21k | — | ~1.5k | Automated safety check: Pass | Apache-2.0 | today |
| 28 | Diagnoses GKE nodes reporting NotReady or Unknown status by inspecting node conditions, events, kubelet/containerd logs, and node metrics, then proposing safe remediations. | google/ | 21k | — | ~2.9k | Automated safety check: Pass | Apache-2.0 | today |
| 29 | Configures GKE observability, including Cloud Logging, Cloud Monitoring, and managed Prometheus. | google/ | 21k | — | ~4.4k | Automated safety check: Pass | Apache-2.0 | today |
| 30 | Plans, configures, and hardens platform-level Google Kubernetes Engine (GKE) cluster security. | google/ | 21k | — | ~2.5k | Automated safety check: Pass | Apache-2.0 | today |
| 31 | Orchestrates comprehensive production readiness reviews and assessments for GKE clusters and workloads across scalability, security, reliability, observability, backup/DR, and cost optimization. | google/ | 21k | — | ~1.9k | Automated safety check: Pass | Apache-2.0 | today |
| 32 | Improves GKE workload reliability, using PDBs, health probes, and topology spread constraints. | google/ | 21k | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | today |
| 33 | Manages GKE storage, including PVCs, PersistentVolumes, and Filestore. | google/ | 21k | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | today |
| 34 | Diagnoses GKE persistent-storage failures — volume attach/mount errors (Regional PD on optimized VMs, fsGroup mount timeouts), disk-performance and node storage-pressure issues, slow-disk… | google/ | 21k | — | ~3.5k | Automated safety check: Pass | Apache-2.0 | today |
| 35 | Configures and diagnoses Workload Identity Federation for GKE authentication failures for Pods (403 "iam.serviceAccounts.getAccessToken" / permission denied, "could not find default credentials", or… | google/ | 21k | — | ~4.4k | Automated safety check: Pass | Apache-2.0 | today |
| 36 | Diagnoses GKE HorizontalPodAutoscaler (HPA) failures — metrics showing as <unknown, FailedGetResourceMetric / FailedGetScale / FailedComputeMetricsReplicas events, missing Pod resource requests… | google/ | 21k | — | ~4.4k | Automated safety check: Pass | Apache-2.0 | today |
| 37 | Diagnoses GKE workload failures (CrashLoopBackOff, OOMKilled, ImagePullBackOff, Pending, etc.) via logs and events. | google/ | 21k | — | ~4.6k | Automated safety check: Pass | Apache-2.0 | today |
| 38 | Discovers requirements, and generates architectural, design, and deployment guidance for a retrieval-augmented generation (RAG)-capable enterprise search system in Google Cloud. | google/ | 21k | — | ~4k | Automated safety check: Pass | Apache-2.0 | today |
| 39 | Diagnose and mitigate GKE TPU or GPU nodes stuck in NotReady / NodeStatusUnknown ("Kubelet stopped posting node status") due to host kernel panics, hardware lockups, or disabled node auto-repair. | google/ | 21k | — | ~3.2k | Automated safety check: Pass | Apache-2.0 | today |
| 40 | Plans, executes, and validates Google Kubernetes Engine (GKE) cluster upgrades and maintenance operations for both Standard and Autopilot clusters. | google/ | 21k | — | ~5k | Automated safety check: Pass | Apache-2.0 | today |
| 41 | Guides agents through a 6-step discovery process to design and deploy Google Cloud global external Application Load Balancers with Cloud CDN, Cloud Armor, and Service Extensions, mapping workload… | google/ | 21k | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | today |
| 42 | Guides the migration of existing AI workloads (Cloud Run, Gemini API, Gemini Enterprise Agent Platform) to self-hosted GKE inference using gcloud and kubectl. | google/ | 21k | — | ~8.3k | Automated safety check: Pass | Apache-2.0 | today |
| 43 | Provides GKE golden path configuration defaults, production readiness checklists, and cluster default patterns. | google/ | 21k | — | ~2.1k | Automated safety check: Pass | Apache-2.0 | today |
| 44 | Assists in designing and implementing secure n-tier serverless web applications and microservices on Google Cloud. | google/ | 21k | — | ~5.5k | Automated safety check: Pass | Apache-2.0 | today |
| 45 | Evaluates Google Cloud workloads for cost efficiency and FinOps alignment using the Google Cloud Well-Architected Framework Cost Optimization pillar. | google/ | 21k | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | today |
| 46 | Setting up and running Qdrant Hybrid Cloud on your own Kubernetes cluster (managed, on-prem, or edge): prerequisites, storage/CSI and backups, installing the Qdrant Cloud agent and operator… | qdrant/ | 253 | — | ~1.7k | Automated safety check: Pass | Apache-2.0 | yesterday |
| 47 | Kubernetes execution platform — submits TAO container jobs as k8s Jobs with NVIDIA GPU scheduling; single-pod for one node, Indexed Jobs for multi-node distributed training. | NVIDIA/ | 3.5k | — | ~4.9k | Automated safety check: Warn | Apache-2.0 | yesterday |
Community
| # | Skill | Repository | Stars | Used in | Tokens | Auto-check | Licence | Updated |
|---|---|---|---|---|---|---|---|---|
| 48 | 48.Devops Deploy to Cloudflare (Workers, R2, D1), Docker, GCP (Cloud Run, GKE), Kubernetes (kubectl, Helm). | nicepkg/ | 192 | 2 repos | ~814 | Automated safety check: Pass | MIT | 7 mo ago |
Questions, answered from the data.
What is the best Google Kubernetes Engine skill?
Aicr Analyzing Snapshots (official) from NVIDIA/aicr ranks first of the 86 Google Kubernetes Engine skills listed here, with the highest score: its repository has 439 GitHub stars, its SKILL.md loads about 3.5k tokens and it passes the automated safety check with no findings. Next come Aicr Uat Report and Gke AI Troubleshooting Jobset Interruption.
Is there an official Google Kubernetes Engine skill?
47 of the 86 Google Kubernetes Engine skills are official, published by the vendor's own GitHub organization: Aicr Analyzing Snapshots, Aicr Uat Report, Gke AI Troubleshooting Jobset Interruption, Gke AI Troubleshooting Tpu Dynamic Slices Monitoring, Gke AI Troubleshooting Tpu Metrics Monitoring and 42 more.
How are these skills ranked?
By Skill Navigator score, which combines the GitHub stars of the skill's repository (shared across that repo's skills and discounted for large collections), how many other GitHub owners carry a copy of the skill, and automated SKILL.md quality checks, minus penalties for safety-check warnings and for each further skill from the same repository. Skills that fail the safety check are not listed.