Kubernetes SRE & Debugging FAQs

Question 1

Does it support GitOps workflows?

Accepted Answer

Yes, it includes specific commands for Flux CD to check the status of and reconcile sources, kustomizations, and helmreleases across namespaces.

Question 2

Can this skill fix Kubernetes issues automatically?

Accepted Answer

The skill focuses on read-only investigation and root cause analysis. It gathers data and applies the 5 Whys methodology to suggest the best remediation steps for the user to approve.

Question 3

What is the 5 Whys approach in this context?

Accepted Answer

It is a critical analysis methodology that prevents stopping at surface symptoms (like a timeout) and instead pushes the investigation until an actionable root cause, such as a YAML type error, is identified.

Question 4

How does this skill handle different Kubernetes clusters?

Accepted Answer

It uses specific Kubeconfig environments for dev, integration, and live clusters, ensuring all kubectl commands are executed against the correct context after user confirmation.

Question 5

How does it handle unfamiliar services or third-party charts?

Accepted Answer

It can spawn a specialized sub-agent to research official documentation for services like Cert-manager, Longhorn, or Grafana to identify common failure modes and health indicators.

Kubernetes SRE & Debugging

Key Features

Use Cases

Kubernetes SRE & Debugging

Key Features

Use Cases