kubernetes-debug（Kubernetes 调试）

Kubernetes Debugging

Core Principle: Gateway First, Events Before Logs

ALWAYS start by discovering clusters via the gateway. Do NOT use kubectl directly — this sandbox has no direct k8s API access. All k8s queries go through the k8s-gateway.

Step 1: Discover clusters (MANDATORY first step)

python .claude/skills/infrastructure-kubernetes/scripts/list_clusters.py

Step 2: Use --cluster-id on all scripts

python .claude/skills/infrastructure-kubernetes/scripts/list_namespaces.py --cluster-id <CLUSTER_ID>
python .claude/skills/infrastructure-kubernetes/scripts/list_pods.py -n production --cluster-id <CLUSTER_ID>

NEVER run kubectl directly. NEVER run scripts without --cluster-id. If list_clusters.py returns no clusters, tell the user they need to install the k8s-agent on their cluster first.

Gateway-capable scripts: list_pods, get_events, get_logs, describe_pod, describe_deployment, list_namespaces. Direct-only scripts (not available in SaaS): describe_node, get_resources.

ALWAYS check pod events BEFORE logs. Events explain 80% of issues faster:

• OOMKilled → Memory limit exceeded
• ImagePullBackOff → Image not found or auth issue
• FailedScheduling → No nodes with enough resources
• CrashLoopBackOff → Container crashing repeatedly

Available Scripts

All scripts are in .claude/skills/infrastructure-kubernetes/scripts/

list_clusters.py - Discover available remote clusters

python .claude/skills/infrastructure-kubernetes/scripts/list_clusters.py
python .claude/skills/infrastructure-kubernetes/scripts/list_clusters.py --json

list_pods.py - List pods with status

python .claude/skills/infrastructure-kubernetes/scripts/list_pods.py -n <namespace> [--label <selector>] [--cluster-id <id>]

# Examples:
python .claude/skills/infrastructure-kubernetes/scripts/list_pods.py -n otel-demo
python .claude/skills/infrastructure-kubernetes/scripts/list_pods.py -n otel-demo --label app.kubernetes.io/name=payment
python .claude/skills/infrastructure-kubernetes/scripts/list_pods.py -n production --cluster-id abc123

get_events.py - Get pod events (USE FIRST!)

python .claude/skills/infrastructure-kubernetes/scripts/get_events.py <pod-name> -n <namespace> [--cluster-id <id>]

# Examples:
python .claude/skills/infrastructure-kubernetes/scripts/get_events.py payment-7f8b9c6d5-x2k4m -n otel-demo
python .claude/skills/infrastructure-kubernetes/scripts/get_events.py payment-7f8b9c6d5-x2k4m -n production --cluster-id abc123

get_logs.py - Get pod logs

python .claude/skills/infrastructure-kubernetes/scripts/get_logs.py <pod-name> -n <namespace> [--tail N] [--container NAME] [--cluster-id <id>]

# Examples:
python .claude/skills/infrastructure-kubernetes/scripts/get_logs.py payment-7f8b9c6d5-x2k4m -n otel-demo --tail 100
python .claude/skills/infrastructure-kubernetes/scripts/get_logs.py payment-7f8b9c6d5-x2k4m -n otel-demo --container payment

describe_pod.py - Detailed pod info

python .claude/skills/infrastructure-kubernetes/scripts/describe_pod.py <pod-name> -n <namespace> [--cluster-id <id>]

describe_deployment.py - Deployment status and rollout history

python .claude/skills/infrastructure-kubernetes/scripts/describe_deployment.py <deployment-name> -n <namespace> [--cluster-id <id>]

# Example:
python .claude/skills/infrastructure-kubernetes/scripts/describe_deployment.py payment -n otel-demo

list_namespaces.py - List all namespaces

python .claude/skills/infrastructure-kubernetes/scripts/list_namespaces.py [--cluster-id <id>]

get_resources.py - Resource usage vs limits (direct-only)

python .claude/skills/infrastructure-kubernetes/scripts/get_resources.py <pod-name> -n <namespace>

describe_node.py - Node status, conditions, and resource usage (direct-only)

python .claude/skills/infrastructure-kubernetes/scripts/describe_node.py <node-name>
python .claude/skills/infrastructure-kubernetes/scripts/describe_node.py --all

# Examples:
python .claude/skills/infrastructure-kubernetes/scripts/describe_node.py ip-10-0-1-42.ec2.internal
python .claude/skills/infrastructure-kubernetes/scripts/describe_node.py --all --json

Debugging Workflows

Pod Not Starting (Pending/CrashLoopBackOff)

1. list_pods.py - Check pod status
2. get_events.py - Look for scheduling/pull/crash events
3. describe_pod.py - Check conditions and container states
4. get_logs.py - Only if events don't explain

Pod Restarting (OOMKilled/Crashes)

1. get_events.py - Check for OOMKilled or error events
2. get_resources.py - Compare usage vs limits
3. get_logs.py - Check for errors before crash
4. describe_pod.py - Check restart count and state

Deployment Not Progressing

1. describe_deployment.py - Check replica counts and rollout history
2. list_pods.py - Find stuck pods
3. get_events.py - Check events on stuck pods

Node Resource Issues (High CPU/Memory, FailedScheduling)

1. describe_node.py --all - Check all nodes for conditions and resource usage
2. describe_node.py <node> - Deep dive into specific node
3. list_pods.py - Check if pods are Pending/FailedScheduling
4. get_events.py - Look for FailedScheduling with resource reasons

Common Issues & Solutions

Output Format

When reporting findings, use this structure:

## Kubernetes Analysis

**Pod**: <name>
**Namespace**: <namespace>
**Status**: <phase> (Restarts: N)

### Events
- [timestamp] <reason>: <message>

### Issues Found
1. [Issue description with evidence]

### Root Cause Hypothesis
[Based on events and logs]

### Recommended Action
[Specific remediation step]