Deploy inference services on CoreWeave with Helm charts and Kustomize. Use when deploying multi-model inference, managing GPU deployments at scale, or templating CoreWeave manifests. Trigger with phrases like "deploy coreweave", "coreweave helm", "coreweave kustomize", "coreweave deployment patterns".
How to design, structure, and validate custom Copilot agents for this workspace.
Deploy applications to Kubernetes with production-ready manifests. Supports Deployments, Services, Ingress, HPA, ConfigMaps, Secrets, StatefulSets, and NetworkPolicies. Includes health checks, resource limits, auto-scaling, and TLS termination. Use when working with creating kubernetes deployments. Trigger with 'creating', 'kubernetes', 'deployments'.
Configure CoreWeave Kubernetes Service (CKS) access with kubeconfig and API tokens. Use when setting up kubectl access to CoreWeave, configuring CKS clusters, or authenticating with CoreWeave cloud services. Trigger with phrases like "install coreweave", "setup coreweave", "coreweave kubeconfig", "coreweave auth", "connect to coreweave".
Bootstrap a reusable agent-first Harness for a monorepo from a filled `HARNESS_PROFILE.md`. Use when a team has documented project purpose, repo map, workflows, boundaries, and quality priorities and wants Codex/Pi to generate the Harness structure, docs, plans system, and stable operating files around those facts.
Merge implemented spec deltas into permanent specs library.
Use this skill whenever users need to deploy, configure, or secure a NATS JetStream server or cluster — including nats-server.conf configuration, Kubernetes Helm charts, StatefulSets, Docker Compose, multi-region super-clusters with gateways, leaf nodes, TLS/mTLS setup, NKey/JWT authentication, subject-level authorization, or infrastructure sizing. Use this skill even for general "how do I run NATS in production?" questions. Do NOT use for stream/consumer design or code examples (use jetstream-architecture) or troubleshooting/monitoring (use jetstream-operations).
Use this skill when changing infrastructure/, deployment scripts, Docker deployment assumptions, Terraform, Kubernetes manifests, monitoring, or rollout logic in this repository.
Kubernetes cluster management and troubleshooting. Query pods, deployments, services, logs, and events. Supports context switching, scaling, and rollout management. Use for Kubernetes debugging, monitoring, and operations.
Expert Kubernetes specialist mastering container orchestration, cluster management, and cloud-native architectures. Specializes in production-grade deployments, security hardening, and performance optimization with focus on scalability and reliability.
Manage Helm values across environments with override precedence, multi-environment configurations, and secret management. Covers values files, --set, --set-string, values schema validation. Use when user mentions Helm values, environment-specific configs, values.yaml, --set overrides, or Helm configuration.
OrbStack-optimized Skaffold workflows for local Kubernetes development without port-forward. Use when configuring Skaffold with OrbStack, accessing services via LoadBalancer or Ingress, or when the user mentions OrbStack, k8s.orb.local, service access, or eliminating port-forward.
Debug and troubleshoot Helm deployment failures, template errors, and configuration issues. Covers helm template, helm lint, dry-run, debugging YAML parse errors, value type errors, and resource conflicts. Use when user mentions Helm errors, debugging Helm, template rendering issues, or troubleshooting Helm deployments.
Go-specific container optimization patterns including static binary compilation, scratch/distroless base images, CGO handling, and systematic optimization journey from 846MB to 2.5MB (99.7% reduction). Covers ldflags, trimpath, and build flag optimizations specific to Go applications. Use when working with Go containers, Dockerfiles for Go apps, or optimizing Go image sizes.
Create, test, and package Helm charts for Kubernetes. Covers helm create, Chart.yaml, values.yaml, template development, chart dependencies, packaging, and repository publishing. Use when user mentions Helm charts, helm create, Chart.yaml, values.yaml, helm lint, helm template, helm package, or Kubernetes packaging.
ArgoCD CLI authentication with SSO. Provides argocd login command, gRPC-Web configuration, and post-login operations. Use when user mentions ArgoCD login, argocd authentication, SSO auth, or accessing ArgoCD applications and clusters.
Recover from failed Helm deployments, rollback releases, fix stuck states (pending-install, pending-upgrade). Covers helm rollback, release history, atomic deployments. Use when user mentions rollback, failed Helm upgrade, stuck release, or recovering from Helm deployment failures.
Container development with Docker, Dockerfiles, 12-factor principles, multi-stage builds, and Skaffold workflows. Enforces MANDATORY non-root users, minimal Alpine/slim base images, and security hardening. Covers containerization, orchestration, and secure image construction. Use when user mentions Docker, Dockerfile, containers, docker-compose, multi-stage builds, container images, container security, or 12-factor app principles.
Manage Helm releases: install, upgrade, uninstall, list, and inspect releases. Covers helm install, helm upgrade, helm list, helm status, release history. Use when user mentions deploying Helm charts, upgrading releases, helm install, helm upgrade, or managing Kubernetes deployments with Helm.
Debug Kubernetes pods, nodes, and workloads using kubectl debug. Covers ephemeral containers, pod copying, node debugging, debug profiles, and interactive troubleshooting sessions. Use when user mentions kubectl debug, debugging pods, ephemeral containers, node debugging, or interactive troubleshooting in Kubernetes clusters.
Kubernetes operations including deployment, management, troubleshooting, kubectl mastery, and cluster stability. Covers K8s workloads, networking, storage, and debugging pods. Use when user mentions Kubernetes, K8s, kubectl, pods, deployments, services, ingress, ConfigMaps, Secrets, or cluster operations.
Implement Kubernetes security policies including NetworkPolicy, PodSecurityPolicy, and RBAC for production-grade security. Use when securing Kubernetes clusters, implementing network isolation, or enforcing pod security standards.
Local text-to-speech via sherpa-onnx (offline, no cloud)
