az-aks-agent
Azure AKS Agent is an AI-powered troubleshooting tool that lets you diagnose cluster health, pod failures, networking, storage, and security issues through conversational queries. Ask natural language questions about your AKS cluster directly from the terminal without needing Kubernetes expertise or complex command syntax.
Azure AKS Agent diagnoses AKS cluster issues and provides health insights through natural language queries in your terminal.
AI-generated summary based on this skill's SKILL.md
Decision gist · record as of 2026-07-22
Azure AKS Agent diagnoses AKS cluster issues and provides health insights through natural language queries in your terminal. Azure AKS Agent is an AI-powered troubleshooting tool that lets you diagnose cluster health, pod failures, networking, storage, and security issues through conversational queries. Ask natural language questions about your AKS cluster directly from the terminal without needing Kubernetes expertise or complex command syntax.
Use it when
- az-aks-agent analyzes pod failures by examining logs, events, and resource states.
- Yes, az-aks-agent troubleshoots networking issues including DNS resolution failures, service connectivity problems.
Verify before relying
Read SKILL.md below before installing (11 files). Open directory: indexed for reading, not audited.
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Install
julianobarbosa/claude-code-skills/az-aks-agent · repository language: Python
Open directory. Skills are indexed for reading, not audited. Review a skill's body before installing it.
Frequently asked questions
AI-generated answers based on this skill's SKILL.md and metadata
How to troubleshoot Azure Kubernetes Service cluster issues with az-aks-agent?
az-aks-agent is an AI-powered troubleshooting tool that diagnoses AKS cluster health through natural language queries. Simply ask conversational questions about your cluster directly from the terminal—no need for complex kubectl syntax or deep Kubernetes expertise. The agent analyzes cluster state and provides insights on health, configuration, and problems.
Why are my pods crashing in AKS and how can az-aks-agent help?
az-aks-agent analyzes pod failures by examining logs, events, and resource states. Ask natural language questions about crashing pods, and the agent investigates common causes like OOMKilled errors, image pull failures, or misconfigured health checks. It provides AI-powered recommendations to resolve the issue.
Can az-aks-agent diagnose networking problems in Kubernetes clusters?
Yes, az-aks-agent troubleshoots networking issues including DNS resolution failures, service connectivity problems, and network policy misconfigurations. Describe your networking problem in plain language, and the agent analyzes pod-to-pod communication, service endpoints, and ingress configurations to identify root causes.
How to use az aks agent command for cluster configuration analysis?
Install az-aks-agent by configuring it with your LLM provider credentials, then run natural language queries against your cluster. Ask questions about storage issues, RBAC permissions, node pool health, or persistent volume claims. The agent reviews your configuration and provides security best practices and optimization recommendations.
What does az-aks-agent require for setup and installation?
az-aks-agent requires CLI installation and LLM provider setup. Configure your preferred AI provider credentials, authenticate to your AKS cluster, and you're ready to query. The tool is MIT-licensed and designed to work directly from your terminal without additional dependencies.
Does az-aks-agent provide AI-powered insights for Kubernetes diagnostics?
Yes, az-aks-agent delivers AI-powered diagnostics for cluster health, pod failures, networking, storage, and security. It analyzes events, logs, and resource states to identify issues, then generates actionable recommendations. This lets you troubleshoot complex problems conversationally without Kubernetes expertise.
SKILL.md
Rendered from the published skill. Quoted content, verbatim.
Azure AKS Agent CLI Skill
Overview
The Agentic CLI for Azure Kubernetes Service (AKS) is an AI-powered troubleshooting and insights tool (currently in preview) that brings advanced diagnostics directly to your terminal. It allows you to ask natural language questions about your cluster's health, configuration, and issues without requiring deep Kubernetes expertise or knowledge of complex command syntax.
Primary Command: az aks agent
Quick Reference
Installation
# Prerequisites: Azure CLI version 2.76 or higher
az version
# Install the extension (takes 5-10 minutes)
az extension add --name aks-agent --debug
# Verify installation
az extension list
az aks agent --help
# Initialize LLM configuration (interactive wizard)
az aks agent-init
# Remove extension if needed
az extension remove --name aks-agent --debug
(truncated - see the full file via the links below)
File tree — 11 files
skills/az-aks-agent/SKILL.md
skills/az-aks-agent/references/api-server-etcd.md
skills/az-aks-agent/references/cli-commands.md
skills/az-aks-agent/references/control-plane-metrics.md
skills/az-aks-agent/references/diagnostics.md
skills/az-aks-agent/references/examples.md
skills/az-aks-agent/references/kubelet-logs.md
skills/az-aks-agent/references/memory-saturation.md
skills/az-aks-agent/references/monitoring.md
skills/az-aks-agent/references/node-auto-repair.md
skills/az-aks-agent/references/troubleshooting.md
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