k8s-autoscaling
Configure Kubernetes autoscaling with HPA, VPA, and KEDA. Use for horizontal/vertical pod autoscaling, event-driven scaling, and capacity management.
Configure Kubernetes autoscaling with HPA, VPA, and KEDA. Use for horizontal/vertical pod autoscaling, event-driven scaling, and capacity management.
Manage multiple Kubernetes clusters, switch contexts, and perform cross-cluster operations. Use when working with multiple clusters, comparing environments, or managing cluster lifecycle.
Kubernetes backup and restore with Velero. Use when creating backups, restoring applications, managing disaster recovery, or migrating workloads between clusters.
Create production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following best practices and security standards. Use when generating Kubernetes YAML manifests, creating K8s resources, or implementing production-grade Kubernetes configurations.
Create kubernetes deployment creator operations. Auto-activating skill for DevOps Advanced. Triggers on: kubernetes deployment creator, kubernetes deployment creator Part of the DevOps Advanced skill category. Use when deploying applications or services. Trigger with phrases like "kubernetes deployment creator", "kubernetes creator", "deploy kubernetes ment creator".
World-class Kubernetes operations - deployments, debugging, Helm charts, and the battle scars from managing clusters that serve millions of requestsUse when "kubernetes, k8s, kubectl, helm, pod, deployment, service, ingress, configmap, secret, statefulset, daemonset, hpa, pvc, crashloopbackoff, imagepullbackoff, oomkilled, liveness probe, readiness probe, kubernetes, k8s, containers, docker, helm, deployment, devops, cloud-native" mentioned.
Automatically converted skill for kubernetes-operations
Use when assigning materials to IFC elements -- single materials, layer sets (walls), profile sets (beams/columns), or constituent sets (IFC4+). Prevents the common mistake of using IfcMaterialConstituentSet in IFC2X3 (not available). Covers IfcMaterial, IfcMaterialLayerSet, IfcMaterialProfileSet, material properties, and presentation. Keywords: material, IfcMaterial, layer set, profile set, constituent set, material assignment, IfcMaterialLayerSet, IfcMaterialProfileSet, material properties, assign material, wall layers.
Right-size pod resources, configure HPA/VPA/KEDA, and eliminate resource waste in Kubernetes.
Write OPA/Gatekeeper and Kyverno admission policies for Kubernetes security guardrails.
Design, structure, and test production-grade Helm charts with multi-environment overlays.
Validate Code Specifications (CSPEC) documents against Layer 9.50 schema standards
Use when deploying or managing Kubernetes workloads requiring cluster configuration, security hardening, or troubleshooting. Invoke for Helm charts, RBAC policies, NetworkPolicies, storage configuration, performance optimization.
Kubernetes is the operating system for the cloud. It schedules containers, handles networking, manages storage, and keeps your apps running. But K8s has a steep learning curve - abstractions on abstractions on abstractions. This skill covers the core concepts (Pods, Deployments, Services), production patterns (health checks, resource limits, HPA), and the gotchas that catch everyone (namespace confusion, service discovery, secret management). 2025 reality: You probably don't need to run your own cluster. Use managed K8s (EKS, GKE, AKS) unless you have a very good reason not to. Focus on writing good manifests, not managing etcd. Use when "kubernetes, k8s, kubectl, deployment manifest, helm chart, kustomize, pod, service yaml, ingress, horizontal pod autoscaler, hpa, kubernetes, k8s, containers, orchestration, devops, cloud-native, helm, kustomize" mentioned.
Validate Process Specifications (PROCSPEC) documents against Layer 9.54 schema standards
Guides deployment preparation and production readiness validation
Store key-value data globally with Cloudflare KV's edge network. Use when: caching API responses, storing configuration, managing user preferences, handling TTL expiration, or troubleshooting KV_ERROR, 429 rate limits, eventual consistency, or cacheTtl errors.
Trade Solana tokens via Jupiter DEX with auto-execution and safety limits
Configure Turborepo for efficient monorepo builds with local and remote caching. Use when setting up Turborepo, optimizing build pipelines, or implementing distributed caching.
Manages libvirt storage pools and LVM/ZFS volumes following create_libvirt_storage_pools.sh and vps_kvm_lvmcreate.sh patterns. Handles virsh pool-define-as, lvcreate/zfs create, pool autostart, and vz pool detection logic. Use when asked to 'create storage pool', 'add LVM volume', 'setup ZFS', or work with /dev/vz/. Do NOT use for image installation, DHCP changes, or network configuration.
Provisions a new KVM VPS: LVM or ZFS volume creation via vps_kvm_lvmcreate.sh, libvirt XML config from windows.xml, DHCP entry in dhcpd.vps, VNC setup via provirted.phar, and ebtables rebuild via run_buildebtables.sh. Use when asked to 'create a VPS', 'provision KVM', 'add a new VM', or modify install scripts. Do NOT use for LXD, OpenVZ, or Virtuozzo provisioning.
Use when creating or editing mesh geometry in Blender Python -- vertices, edges, faces, BMesh operations, or bulk data access. Prevents the performance mistake of accessing vertices one-by-one instead of using foreach_get/foreach_set for bulk operations. Covers from_pydata, BMesh creation/editing, UV layers, vertex attributes, normals, and loops. Keywords: mesh, vertices, edges, faces, BMesh, from_pydata, foreach_get, foreach_set, UV layer, vertex colors, normals, bpy.types.Mesh, read vertex positions, edit mesh data, access face normals.