# Investigate production incidents across Kubernetes and cloud signals with HolmesGPT

> Use HolmesGPT when an on-call agent needs one investigation loop that pulls alerts, logs, metrics, and infrastructure context from multiple systems and returns a root-cause path instead of forcing a human to hop across separate observability products.

- Skill: `agentskillexchange/investigate-production-incidents-across-kubernetes-and-cloud` (Agent Skill)
- Install (CLI): `npx skillmds@latest add agentskillexchange/investigate-production-incidents-across-kubernetes-and-cloud`
- Raw SKILL.md: https://api.skillmd.com/api/skills/agentskillexchange/investigate-production-incidents-across-kubernetes-and-cloud/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: DevOps & Infra
- Author: agentskillexchange (https://skillmd.com/u/agentskillexchange)
- Updated: 2026-09-08
- Page: https://skillmd.com/skills/agentskillexchange/investigate-production-incidents-across-kubernetes-and-cloud

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# Investigate production incidents across Kubernetes and cloud signals with HolmesGPT

Use HolmesGPT when an on-call agent needs one investigation loop that pulls alerts, logs, metrics, and infrastructure context from multiple systems and returns a root-cause path instead of forcing a human to hop across separate observability products.

## Prerequisites

HolmesGPT CLI or operator deployment, one supported LLM provider, and connected observability/toolset integrations

## Installation

Requirements and caveats from upstream:
- | [<img src="images/integration_logos/aks-icon.png" alt="AKS" width="20" style="vertical-align: middle;"> **AKS**](https://holmesgpt.dev/data-sources/builtin-toolsets/aks/) | Azure Kubernetes Service cluster and node...
- | [<img src="images/integration_logos/docker_logo.png" alt="Docker" width="20" style="vertical-align: middle;"> **Docker**](https://holmesgpt.dev/data-sources/builtin-toolsets/docker/) | Get images, logs, events, hist...

Basic usage or getting-started notes:
- <a href="https://holmesgpt.dev/installation/cli-installation/">
- <img src="images/integration_logos/all-installation-methods.png" alt="All Installation Methods" style="max-width:100%; height:auto;">
- </a>

- Source: https://github.com/HolmesGPT/holmesgpt
- Extracted from upstream docs: https://raw.githubusercontent.com/HolmesGPT/holmesgpt/HEAD/README.md

## Documentation

- https://holmesgpt.dev/

## Source

- [Agent Skill Exchange](https://agentskillexchange.com/skills/investigate-production-incidents-across-kubernetes-and-cloud-signals-with-holmesgpt/)