Investigate crashes, out-of-memory errors, and device initialization failures on GKE TPU v6e nodes. The skill checks logs and custom metrics collection for conflicting operations, then guides temporary mitigation by disabling an identified collector.
中文简介正在准备中。当前显示英语简介。
- Investigate vbar_control_agent crashes and memory exhaustion
- Check tpu-device-plugin metrics checksum errors
- Inspect conflicts with custom TPU metrics collectors
google/skills☆ 2.1万2026年10月22日 更新
Create or update Kubernetes YAML configuration files for GKE Autopilot and Standard. Translates application requirements into manifests covering container permissions, CPU and memory allocation, health checks, storage, external routing, and GPU resources for AI model serving.
中文简介正在准备中。当前显示英语简介。
- Creating GKE application deployment manifests
- Reviewing container security and resource settings
- Configuring external routes with GKE Gateway API
google/skills☆ 2.1万2026年10月22日 更新
Set up Firebase command-line tools, sign in, and create or switch projects. Retrieve Android and iOS app configuration files through commands, including guidance for signing in from remote environments.
中文简介正在准备中。当前显示英语简介。
- Set up Firebase tools and sign in
- Create or switch Firebase projects
- Retrieve Android or iOS configuration files
google/skills☆ 2.1万2026年10月22日 更新
Guides an application’s first deployment to GKE, Google’s managed Kubernetes service. Covers application assessment, container creation, image storage, deployment configuration, security settings, health checks, and verification that the application is running.
中文简介正在准备中。当前显示英语简介。
- Deploying an existing application to GKE for the first time
- Creating a Dockerfile and registering a container image
- Preparing deployment configuration with health checks
google/skills☆ 2.1万2026年10月22日 更新
Configure Backup for GKE to protect Kubernetes configurations and persistent data. Set backup schedules, retention periods, and customer-managed encryption keys, then prepare restore plans with explicit policies for handling existing resources.
中文简介正在准备中。当前显示英语简介。
- Setting scheduled backups and retention periods
- Backing up persistent data and Secrets
- Encrypting backups with customer-managed keys
google/skills☆ 2.1万2026年10月22日 更新
Diagnose interrupted or repeatedly restarting AI training jobs managed by JobSet on GKE. Correlate restart metrics, node events, host health, and worker logs to distinguish Spot VM preemptions, infrastructure failures, and application crashes, then recommend responses.
中文简介正在准备中。当前显示英语简介。
- Investigating repeated JobSet restarts
- Checking whether Spot VM preemptions interrupted training
- Tracing recurring failures to a physical host
google/skills☆ 2.1万2026年10月22日 更新
Plans, executes, and validates Google Kubernetes Engine upgrades for Standard and Autopilot clusters. Creates environment-specific upgrade plans, checklists, and command-based runbooks, with guidance on maintenance timing, node upgrade strategies, workload readiness, and stalled upgrades.
中文简介正在准备中。当前显示英语简介。
- Planning a GKE version upgrade
- Choosing release channels and maintenance schedules
- Preparing node pool upgrades for databases or GPU workloads
google/skills☆ 2.1万2026年10月22日 更新
Assess whether a GKE cluster or application is ready for production. Coordinates specialist skills to review scaling, security, reliability, monitoring, recovery, costs, and maintenance, then reports domain status, a weighted readiness score, and remediation priorities.
中文简介正在准备中。当前显示英语简介。
- Review a GKE application before its production launch
- Assess production readiness across an entire cluster
- Prioritize fixes using domain status and a readiness score
google/skills☆ 2.1万2026年10月22日 更新
Diagnose why GKE Pods cannot authenticate to Google Cloud APIs. Inspect cluster settings, service account bindings, resource permissions, and metadata server health, then provide evidence and concrete fixes for a human to apply.
中文简介正在准备中。当前显示英语简介。
- Investigate Pod authentication failures and 403 errors
- Check Kubernetes service account identity bindings
- Diagnose metadata server connectivity problems
google/skills☆ 2.1万2026年10月22日 更新
Investigate interruptions affecting GPU and TPU workloads on GKE using maintenance labels, monitoring queries, logs, and node scheduling restrictions. The skill helps determine whether host maintenance caused a disruption and recommends workload protection measures when maintenance is confirmed or expected.
中文简介正在准备中。当前显示英语简介。
- Investigating unexpected GPU or TPU workload interruptions
- Checking upcoming host maintenance on GKE nodes
- Tracking maintenance interruptions with PromQL
google/skills☆ 2.1万2026年10月22日 更新
Design production GKE clusters, which run containerized applications on Google Cloud, using recommended Autopilot settings. Review networking, security, monitoring, and upgrade choices, then compare existing clusters against the configuration and identify deviations and remedies.
中文简介正在准备中。当前显示英语简介。
- Design a production GKE cluster
- Review network choices before cluster creation
- Audit cluster settings against the recommended configuration
google/skills☆ 2.1万2026年10月22日 更新
Diagnose GKE nodes marked NotReady or Unknown using node conditions, events, logs, and resource metrics. The skill gathers evidence, distinguishes temporary transitions from faults, and proposes fixes for a person to apply.
中文简介正在准备中。当前显示英语简介。
- Investigate persistent NotReady or Unknown node status
- Check why kubelet stopped reporting node status
- Investigate evictions or Pending Pods linked to node health
google/skills☆ 2.1万2026年10月22日 更新
Reduce Google Kubernetes Engine costs by adjusting CPU and memory requests, setting resource quotas, and choosing Spot VMs or committed use discounts. Match spending decisions to steady usage, variable demand, and workloads that tolerate interruptions.
中文简介正在准备中。当前显示英语简介。
- Reduce excessive CPU and memory requests
- Set resource quotas for teams sharing a cluster
- Move interruption-tolerant batch jobs to Spot VMs
google/skills☆ 2.1万2026年10月22日 更新
Helps configure persistent storage for GKE applications, including disk selection, storage requests, shared files through Filestore, and volume expansion. It also explains how disk compatibility and zone placement affect workload scheduling.
中文简介正在准备中。当前显示英语简介。
- Creating persistent storage for a GKE application
- Sharing files across multiple Pods with Filestore
- Expanding an existing storage volume
google/skills☆ 2.1万2026年10月22日 更新
Create and connect to managed MySQL, PostgreSQL, or SQL Server databases on Google Cloud. This skill guides instance setup, database creation, access permissions, and connection steps, with references for backups, security, and Terraform configuration.
中文简介正在准备中。当前显示英语简介。
- Create a PostgreSQL database on Google Cloud
- Connect to a database through Cloud SQL Auth Proxy
- Review database permissions and backup options
google/skills☆ 2.1万2026年10月22日 更新
Prepare and run Google Cloud CLI commands with syntax checks, explicit project and location settings, and focused output. Guides agents through change previews and authorization requirements for destructive operations and sensitive infrastructure changes.
中文简介正在准备中。当前显示英语简介。
- Check command syntax and flags before execution
- List cloud resources with only the fields needed
- Review infrastructure changes before running commands
google/skills☆ 2.1万2026年10月22日 更新
Create and validate Terraform alerts for GKE using PromQL, a monitoring query language. Cover response times, errors, traffic, memory usage, and cluster health, with checks for alert timing, duplicate signals, and metric ingestion costs.
中文简介正在准备中。当前显示英语简介。
- Create alerts for GKE service latency and errors
- Detect frequent container restarts and unhealthy nodes
- Review existing Terraform alert configurations
google/skills☆ 2.1万2026年10月22日 更新
Inspect GKE TPU Dynamic Slices, diagnose provisioning failures, and validate workload configuration for single slices or JobSet workloads spanning multiple slices. Get cleanup commands, with confirmation required before destructive changes.
中文简介正在准备中。当前显示英语简介。
- Checking TPU slice lifecycle states
- Diagnosing TPU slice provisioning failures
- Validating single-slice and multi-slice JobSet manifests
google/skills☆ 2.1万2026年10月22日 更新
Configure and troubleshoot automatic node scaling in GKE. Examine logs and workload constraints to explain why nodes fail to grow or shrink, and guide tuning for capacity shortages, zone placement, and sudden traffic increases.
中文简介正在准备中。当前显示英语简介。
- Enable automatic scaling for GKE node pools
- Find why nodes do not scale up
- Identify constraints that prevent nodes from scaling down
google/skills☆ 2.1万2026年10月22日 更新
Review GKE reliability settings for applications running in Kubernetes. Configure availability safeguards during maintenance, health checks, replica counts, graceful shutdown, and distribution across zones and nodes to help workloads handle disruptions.
中文简介正在准备中。当前显示英语简介。
- Reviewing GKE high availability
- Maintaining Pod availability during upgrades
- Configuring application health checks
google/skills☆ 2.1万2026年10月22日 更新
Answers questions about GKE spending using BigQuery billing exports and live cluster metrics. It breaks down costs by project, namespace, or workload and compares requested computing resources with actual usage to investigate cost increases.
中文简介正在准备中。当前显示英语简介。
- Comparing GKE costs across projects
- Finding the most expensive namespace or workload
- Investigating a sudden increase in cluster costs
google/skills☆ 2.1万2026年10月22日 更新
Configure how GKE applications receive traffic from the internet or internal networks. The skill provides configuration templates for routing, load balancing, certificates, and access protection, and guides diagnosis of failed health checks, dropped requests, and TLS connection problems.
中文简介正在准备中。当前显示英语简介。
- Expose a GKE application through Gateway API or Ingress
- Split traffic between application versions during a rollout
- Configure Cloud Armor protection and HTTPS certificates
google/skills☆ 2.1万2026年10月22日 更新
Adjust application capacity on GKE through manual scaling, HPA for changing the number of running pods, and VPA for adjusting CPU and memory allocations. Includes configuration templates and a workflow for reviewing resource requests against actual usage.
中文简介正在准备中。当前显示英语简介。
- Scale application capacity automatically as demand changes
- Review CPU and memory allocations against actual usage
- Change the number of application replicas manually
google/skills☆ 2.1万2026年10月22日 更新
Set up a managed Kubernetes environment on Google Cloud, from choosing Autopilot or Standard to creating a GKE cluster, obtaining kubectl connection credentials, and deploying workloads. Includes guidance on private clusters and resource requests.
中文简介正在准备中。当前显示英语简介。
- Choosing between Autopilot and Standard
- Creating a private GKE cluster
- Obtaining kubectl credentials for a cluster
google/skills☆ 2.1万2026年10月22日 更新