kcns008

Kubernetes & OpenShift Platform Agent Swarm — A coordinated multi-agent system for cluster operations. Includes Orchestrator (Jarvis), Cluster Ops (Atlas), GitOps (Flow), Security (Shield), Observability (Pulse), Artifacts (Cache), and Developer Experience (Desk). Pure instruction-based skill — no executable scripts.

Artifact Agent (Cache) — handles container registry management, artifact promotion between environments, vulnerability scanning (Trivy/Grype), SBOM generation (Syft), image signing (Cosign), retention policies, and CI/CD integration for Kubernetes and OpenShift supply chain security.

Cluster Operations Agent (Atlas) — manages Kubernetes and OpenShift cluster lifecycle including node operations, upgrades, etcd management, capacity planning, networking, and storage across OpenShift, EKS, AKS, GKE, ROSA, and ARO.

Developer Experience Agent (Desk) — handles namespace provisioning, resource quotas, RBAC for teams, common issue debugging (CrashLoopBackOff, OOMKilled, ImagePullBackOff), manifest generation, application scaffolding, developer onboarding, and platform documentation for Kubernetes and OpenShift clusters.

GitOps Agent (Flow) — manages ArgoCD applications, Helm charts, Kustomize overlays, deployment strategies (canary, blue-green, rolling), multi-cluster GitOps, and drift detection for Kubernetes and OpenShift clusters.

Observability Agent (Pulse) — handles Prometheus/PromQL metrics, Thanos queries, Loki/ELK log analysis, Grafana dashboards, alert triage and tuning, SLO/SLI management, incident response, and post-incident reviews for Kubernetes and OpenShift.

Platform Agent Swarm Orchestrator — coordinates work across all specialized agents, manages task routing, runs daily standups, and ensures accountability across Kubernetes and OpenShift platform operations.

Security Agent (Shield) — handles Pod Security Standards, RBAC audits, NetworkPolicy enforcement, secrets management (Vault), image scanning (Trivy), policy enforcement (Kyverno/OPA), CIS benchmarks, and compliance for Kubernetes and OpenShift clusters.

Autosearch Agent — autonomous optimization loop for Kubernetes/OpenShift workloads. Try an idea, measure it, keep what works, discard what doesn't, repeat forever.

Platform Agent Swarm Orchestrator — coordinates work across all specialized agents, manages task routing, runs daily standups, and ensures accountability across Kubernetes and OpenShift platform operations.

Cluster Operations Agent (Atlas) — manages Kubernetes and OpenShift cluster lifecycle including node operations, upgrades, etcd management, capacity planning, networking, and storage across OpenShift, EKS, AKS, GKE, ROSA, and ARO.

GitOps Agent (Flow) — manages ArgoCD applications, Helm charts, Kustomize overlays, deployment strategies (canary, blue-green, rolling), multi-cluster GitOps, and drift detection for Kubernetes and OpenShift clusters.

Observability Agent (Pulse) — handles Prometheus/PromQL metrics, Thanos queries, Loki/ELK log analysis, Grafana dashboards, alert triage and tuning, SLO/SLI management, incident response, and post-incident reviews for Kubernetes and OpenShift.

Security Agent (Shield) — handles Pod Security Standards, RBAC audits, NetworkPolicy enforcement, secrets management (Vault), image scanning (Trivy), policy enforcement (Kyverno/OPA), CIS benchmarks, and compliance for Kubernetes and OpenShift clusters.

Comprehensive Kubernetes and OpenShift cluster management skill covering operations, troubleshooting, manifest generation, security, and GitOps. Use this skill when: (1) Cluster operations: upgrades, backups, node management, scaling, monitoring setup (2) Troubleshooting: pod failures, networking issues, storage problems, performance analysis (3) Creating manifests: Deployments, StatefulSets, Services, Ingress, NetworkPolicies, RBAC (4) Security: audits, Pod Security Standards, RBAC, secrets management, vulnerability scanning (5) GitOps: ArgoCD, Flux, Kustomize, Helm, CI/CD pipelines, progressive delivery (6) OpenShift-specific: SCCs, Routes, Operators, Builds, ImageStreams (7) Multi-cloud: AKS, EKS, GKE, ARO, ROSA operations

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Artifact Agent (Cache) — handles container registry management, artifact promotion between environments, vulnerability scanning (Trivy/Grype), SBOM generation (Syft), image signing (Cosign), retention policies, and CI/CD integration for Kubernetes and OpenShift supply chain security.

Developer Experience Agent (Desk) — handles namespace provisioning, resource quotas, RBAC for teams, common issue debugging (CrashLoopBackOff, OOMKilled, ImagePullBackOff), manifest generation, application scaffolding, developer onboarding, and platform documentation for Kubernetes and OpenShift clusters.

GitOps workflows and CI/CD pipeline integration for Kubernetes and OpenShift. Use this skill when: (1) Setting up ArgoCD or Flux for GitOps deployment (2) Creating CI/CD pipelines for K8s workloads (GitHub Actions, GitLab CI, Tekton) (3) Implementing progressive delivery (Canary, Blue-Green, A/B testing) (4) Configuring Kustomize overlays for multi-environment deployments (5) Creating Helm charts or managing Helm releases (6) Setting up image automation and promotion workflows (7) Implementing policy-as-code (Kyverno, OPA Gatekeeper) (8) Secret management in GitOps (Sealed Secrets, External Secrets, SOPS) (9) Multi-cluster GitOps configurations (10) OpenShift Pipelines (Tekton) and GitOps Operator setup (11) ARO (Azure Red Hat OpenShift) GitOps deployment (12) ROSA (Red Hat OpenShift on AWS) GitOps deployment

Create, validate, and manage Kubernetes and OpenShift YAML manifests. Use this skill when: (1) Creating any K8s/OCP resources: Deployments, StatefulSets, DaemonSets, Jobs, CronJobs (2) Creating networking resources: Services, Ingress, NetworkPolicies, OCP Routes (3) Creating config/storage: ConfigMaps, Secrets, PVCs, PVs, StorageClasses (4) Creating RBAC: ServiceAccounts, Roles, RoleBindings, ClusterRoles (5) Creating OCP-specific: BuildConfigs, ImageStreams, SCCs, Templates (6) Validating or reviewing existing manifests for best practices (7) Converting between K8s and OCP resource types (8) Generating Helm charts or Kustomize overlays (9) ARO (Azure Red Hat OpenShift) specific manifests (10) ROSA (Red Hat OpenShift on AWS) specific manifests

Kubernetes and OpenShift cluster operations, maintenance, and lifecycle management. Use this skill when: (1) Performing cluster upgrades (K8s, OCP, EKS, GKE, AKS, ARO, ROSA) (2) Backup and disaster recovery (etcd, Velero, cluster state) (3) Node management: drain, cordon, scaling, replacement (4) Capacity planning and cluster scaling (5) Certificate rotation and management (6) etcd maintenance and health checks (7) Resource quota and limit range management (8) Namespace lifecycle management (9) Cluster migration and workload portability (10) Monitoring and alerting configuration (11) Log aggregation setup (12) Cost optimization and resource rightsizing (13) ARO (Azure Red Hat OpenShift) lifecycle management (14) ROSA (Red Hat OpenShift on AWS) lifecycle management

Kubernetes and OpenShift security assessment, hardening, and compliance. Use this skill when: (1) Auditing cluster or workload security posture (2) Implementing Pod Security Standards/Admission (3) Configuring RBAC roles and permissions (4) Setting up NetworkPolicies for zero-trust (5) Managing Secrets securely (encryption, external secrets) (6) Scanning images for vulnerabilities (7) Implementing OCP SecurityContextConstraints (8) Compliance checking (CIS benchmarks, SOC2, PCI-DSS) (9) Security incident investigation (10) Hardening cluster components (11) ARO (Azure Red Hat OpenShift) security configuration (12) ROSA (Red Hat OpenShift on AWS) security with STS

Comprehensive Kubernetes and OpenShift cluster management skill covering operations, troubleshooting, manifest generation, security, and GitOps. Use this skill when: (1) Cluster operations: upgrades, backups, node management, scaling, monitoring setup (2) Troubleshooting: pod failures, networking issues, storage problems, performance analysis (3) Creating manifests: Deployments, StatefulSets, Services, Ingress, NetworkPolicies, RBAC (4) Security: audits, Pod Security Standards, RBAC, secrets management, vulnerability scanning (5) GitOps: ArgoCD, Flux, Kustomize, Helm, CI/CD pipelines, progressive delivery (6) OpenShift-specific: SCCs, Routes, Operators, Builds, ImageStreams (7) Multi-cloud: AKS, EKS, GKE, ARO, ROSA operations

Comprehensive Kubernetes and OpenShift cluster health analysis and troubleshooting. Use this skill when: (1) Proactive cluster health assessment and security analysis (2) Analyzing pod/container logs for errors or issues (3) Interpreting cluster events (kubectl get events) (4) Debugging pod failures: CrashLoopBackOff, ImagePullBackOff, OOMKilled (5) Diagnosing networking issues: DNS, Service connectivity, Ingress/Route problems (6) Investigating storage issues: PVC pending, mount failures (7) Analyzing node problems: NotReady, resource pressure, taints (8) Troubleshooting OCP-specific issues: SCCs, Routes, Operators, Builds (9) Performance analysis and resource optimization (10) Security vulnerability assessment and RBAC validation (11) ARO (Azure Red Hat OpenShift) cluster troubleshooting (12) ROSA (Red Hat OpenShift on AWS) cluster troubleshooting

Platform Agent Swarm Orchestrator — coordinates work across all specialized agents, manages task routing, runs daily standups, and ensures accountability across Kubernetes and OpenShift platform operations.

GitOps workflows and CI/CD pipeline integration for Kubernetes and OpenShift. Use this skill when: (1) Setting up ArgoCD or Flux for GitOps deployment (2) Creating CI/CD pipelines for K8s workloads (GitHub Actions, GitLab CI, Tekton) (3) Implementing progressive delivery (Canary, Blue-Green, A/B testing) (4) Configuring Kustomize overlays for multi-environment deployments (5) Creating Helm charts or managing Helm releases (6) Setting up image automation and promotion workflows (7) Implementing policy-as-code (Kyverno, OPA Gatekeeper) (8) Secret management in GitOps (Sealed Secrets, External Secrets, SOPS) (9) Multi-cluster GitOps configurations (10) OpenShift Pipelines (Tekton) and GitOps Operator setup

Create, validate, and manage Kubernetes and OpenShift YAML manifests. Use this skill when: (1) Creating any K8s/OCP resources: Deployments, StatefulSets, DaemonSets, Jobs, CronJobs, Pods (2) Creating networking resources: Services, Ingress, NetworkPolicies, OCP Routes (3) Creating config/storage: ConfigMaps, Secrets, PVCs, PVs, StorageClasses (4) Creating RBAC: ServiceAccounts, Roles, RoleBindings, ClusterRoles, ClusterRoleBindings (5) Creating OCP-specific: DeploymentConfigs, BuildConfigs, ImageStreams, SCCs, Templates (6) Validating or reviewing existing manifests for best practices (7) Converting between K8s and OCP resource types (8) Generating Helm charts or Kustomize overlays

Kubernetes and OpenShift cluster operations, maintenance, and lifecycle management. Use this skill when: (1) Performing cluster upgrades (K8s, OCP, EKS, GKE, AKS) (2) Backup and disaster recovery (etcd, Velero, cluster state) (3) Node management: drain, cordon, scaling, replacement (4) Capacity planning and cluster scaling (5) Certificate rotation and management (6) etcd maintenance and health checks (7) Resource quota and limit range management (8) Namespace lifecycle management (9) Cluster migration and workload portability (10) Monitoring and alerting configuration (11) Log aggregation setup (12) Cost optimization and resource rightsizing

Kubernetes and OpenShift security assessment, hardening, and compliance. Use this skill when: (1) Auditing cluster or workload security posture (2) Implementing Pod Security Standards/Admission (3) Configuring RBAC roles and permissions (4) Setting up NetworkPolicies for zero-trust (5) Managing Secrets securely (encryption, external secrets) (6) Scanning images for vulnerabilities (7) Implementing OCP SecurityContextConstraints (8) Compliance checking (CIS benchmarks, SOC2, PCI-DSS) (9) Security incident investigation (10) Hardening cluster components

Comprehensive Kubernetes and OpenShift cluster health analysis and troubleshooting based on Popeye's issue detection patterns. Use this skill when: (1) Proactive cluster health assessment and security analysis (2) Analyzing pod/container logs for errors or issues (3) Interpreting cluster events (kubectl get events) (4) Debugging pod failures: CrashLoopBackOff, ImagePullBackOff, OOMKilled, etc. (5) Diagnosing networking issues: DNS, Service connectivity, Ingress/Route problems (6) Investigating storage issues: PVC pending, mount failures (7) Analyzing node problems: NotReady, resource pressure, taints (8) Troubleshooting OCP-specific issues: SCCs, Routes, Operators, Builds (9) Performance analysis and resource optimization (10) Security vulnerability assessment and RBAC validation (11) Configuration best practices validation (12) Reliability and high availability analysis

OpenShift-specific cluster health analysis and troubleshooting based on Popeye's issue detection patterns. Use this skill when: (1) Analyzing OpenShift cluster operators and platform health (2) Troubleshooting Security Context Constraints (SCC) violations (3) Diagnosing BuildConfig, ImageStream, and Route issues (4) Analyzing Projects, Quotas, and resource management (5) Validating OpenShift-specific security configurations (6) Monitoring OpenShift networking (Routes, Routers, OVNKubernetes) (7) OpenShift performance and reliability analysis (8) ARO/ROSA managed service troubleshooting (9) OpenShift CI/CD pipeline issues (Builds, Deployments) (10) Operator Lifecycle Manager and Operator issues

OpenShift Lightspeed CLI — AI-powered assistant for OpenShift from your terminal. Connects to OpenShift Lightspeed Service (OLS) REST API and provides interactive chat, streaming responses, cluster-aware tools, and session management. Use when working with OpenShift clusters, Kubernetes operations, or needing AI-powered cluster assistance from the command line.

Check the overall health of an OpenShift cluster. Use when the user asks about cluster status, node health, capacity, or wants a quick health overview.

Guide deploying an application to OpenShift. Use when the user wants to deploy a new app, create a deployment, set up services and routes. Covers S2I, Docker, Helm, and raw YAML approaches.

Run a security audit on an OpenShift namespace or cluster. Use when the user asks about security posture, RBAC, SCCs, network policies, or compliance.

Troubleshoot a problematic pod in OpenShift. Use when a pod is CrashLooping, not ready, failing health checks, or showing errors. Walks through events, logs, describe, and common failure patterns.

Kubernetes resource cleanup and maintenance using k8s-cleaner. Use this skill when: (1) Cleaning up stale/orphaned/unused resources (ConfigMaps, Secrets, PVCs, Jobs, Pods) (2) Identifying unhealthy resources (outdated secrets, expired certificates) (3) Automated resource management with scheduling and Lua-based criteria (4) Setting up notifications for cleanup operations (Slack, Webex, Discord, Teams, SMTP) (5) Generating cleanup reports and validating cleaner configurations (6) Implementing time-based resource expiration and lifecycle management