This handles Kubernetes monitoring through Dynatrace DQL queries, covering cluster health, pod failures, resource optimization, and security posture. You'll use it when debugging OOMKills, tracking pod restarts, analyzing node capacity, or finding over-provisioned workloads. The skill includes both metrics-based troubleshooting (CPU usage, restart counts) and event-based analysis through Kubernetes operational events. One smart detail: it clearly separates K8S_POD entities from CONTAINER entities and shows how to traverse between them, which saves you from common query mistakes. Best for infrastructure-level K8s work rather than application metrics or distributed tracing.

skills.sh installs
2.8K
GitHub stars
177
last updated
Aug 21, 2026

Install

$ npx -y skills add dynatrace/dynatrace-for-ai --skill dt-obs-kubernetes --agent claude-code

Installs into .claude/skills of the current project.

Files

Infrastructure Kubernetes

Monitor and analyze Kubernetes infrastructure using Dynatrace DQL. Query cluster resources, monitor workload health, analyze pod placement, optimize costs, and assess security posture.

When to Use This Skill

  • Monitoring Kubernetes cluster health and capacity
  • Analyzing pod and container resource utilization
  • Investigating pod failures, OOMKills, evictions, or crash loops
  • Debugging degraded deployments, stuck rollouts, or node pressure
  • Optimizing Kubernetes resource costs
  • Assessing security posture and compliance
  • Troubleshooting workload scheduling and placement
  • Auditing ingress routing and network policies

Knowledge Base Structure

Core Monitoring (Start Here)

  1. Cluster Inventory → references/cluster-inventory.md - Clusters, namespaces, resource distribution
  2. Node Monitoring - Node capacity, CPU/memory usage, pod density
  3. Pod Monitoring - Pod CPU, memory, lifecycle events
  4. Workload Monitoring - Deployment, StatefulSet, DaemonSet resources

Advanced Topics

Sponsors

Details

Repository
github.com/dynatrace/dynatrace-for-ai
Categories
Security, DevOps & CI/CD, Documentation, Debugging, Cloud & Infrastructure
First seen
Jun 3, 2026

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