mlops-deployment
Docker, Kubernetes, CI/CD, model monitoring, and cloud platforms. Use for deploying ML models to production, setting up pipelines, or infrastructure.
containers-skill
Docker and Kubernetes - containerization, orchestration, and production deployment.
service-mesh
Service mesh technologies including Istio, Linkerd, Consul, and Envoy for microservices communication
gitops-workflows
GitOps deployment workflows with ArgoCD and Flux. Use for setting up GitOps (ArgoCD 3.x, Flux 2.7), designing repository structures (monorepo/polyrepo, app-of-apps), multi-cluster deployments (ApplicationSets, hub-spoke), secrets management (SOPS+age, Sealed Secrets, External Secrets Operator), progressive delivery (Argo Rollouts, Flagger), troubleshooting sync issues, and OCI artifact management. Covers latest 2024-2025 features: ArgoCD annotation-based tracking, fine-grained RBAC, Flux OCI artifacts GA, image automation, source-watcher.
container-validator
Dockerfile best practices, Kubernetes manifest validation, container security
cilium-expert
Expert in Cilium eBPF-based networking and security for Kubernetes. Use for CNI setup, network policies (L3/L4/L7), service mesh, Hubble observability, zero-trust security, and cluster-wide network troubleshooting. Specializes in high-performance, secure cluster networking.
talos-os-expert
Elite Talos Linux expert specializing in immutable Kubernetes OS, secure cluster deployment, machine configurations, talosctl CLI operations, upgrades, and production-grade security hardening. Expert in Talos 1.6+, secure boot, disk encryption, and zero-trust infrastructure. Use when deploying Talos clusters, configuring machine configs, troubleshooting node issues, or implementing security best practices.
container-orchestration
Docker and Kubernetes patterns. Triggers on: Dockerfile, docker-compose, kubernetes, k8s, helm, pod, deployment, service, ingress, container, image.
kubernetes
Designs and manages Kubernetes deployments, services, configurations, and cluster resources. Trigger keywords: kubernetes, k8s, deployment, pod, service, helm, kubectl, cluster, ingress.
kustomize
Kubernetes native configuration management with Kustomize. Use when managing environment-specific configs, patching resources, or organizing Kubernetes manifests. Triggers: kustomize, kustomization, overlay, patch, base, strategic merge, json patch, config management.
crossplane
Cloud-native infrastructure management with Crossplane using Kubernetes APIs. Use when implementing infrastructure as code, composite resources, or multi-cloud provisioning. Triggers: crossplane, xrd, composition, claim, provider, managed resource, composite resource, infrastructure API.
argocd
GitOps continuous delivery with Argo CD for Kubernetes deployments. Use when implementing GitOps workflows, application sync, multi-cluster deployments, or progressive delivery. Triggers: argocd, argo cd, gitops, application, applicationset, sync, app of apps, progressive delivery.
karpenter
Kubernetes node autoscaling with Karpenter for efficient cluster scaling. Use when implementing node provisioning, consolidation, spot instance handling, or optimizing compute costs. Triggers: karpenter, node autoscaling, provisioner, nodepool, spot instances, cluster autoscaling, node consolidation.
fluxcd
GitOps toolkit with Flux CD for Kubernetes continuous delivery. Use when implementing GitOps workflows, Helm releases, Kustomize deployments, or image automation. Triggers: fluxcd, flux, gitops, gitrepository, kustomization, helmrelease, image automation, source controller.
kubernetes
Use for kubectl, CNPG, and kustomize/helm operations in this repo, including rollouts and cluster debugging.
gitops
GitOps workflows for this repo: edit Argo CD/Kubernetes/infra manifests in version control, validate changes, and rely on Argo CD to sync. Use when tasks touch argocd/, kubernetes/, tofu/, ansible/, or deployment/runbook changes, or when asked to roll out services via GitOps.
deployment
Build, push, and deploy services via GitOps in this repo. Use when updating images, manifests, or rolling out changes with Argo CD.
DevOps & Deployment
CI/CD pipelines, containerization, Kubernetes, and infrastructure as code patterns
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