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#2471 Overall#343 in DevOpsVerified SKILL.md

Google Cloud Solution Guided Gke Ai Migration

Guides the migration of existing AI workloads (Cloud Run, Gemini API, Gemini Enterprise Agent Platform) to self-hosted GKE inference using gcloud and kubectl. Use when the user has an existing AI inference workload (on Cloud Run, the Gemini API, Gemini Enterprise Agent Platform, or a custom VM) and wants to move it to self-hosted inference on GKE, or asks follow-up questions during such a migration (hardware sizing, model staging, manifest generation, validation, traffic cutover). DO NOT use for brand new GKE inference deployments with no existing workload to migrate (use gke-inference instead). DO NOT use if the user intends to automate the migration via the Gemini Cloud Assist MCP server.

Claude CodeCodexGemini CLISKILL.md Official publisher
0Total downloads
0Active installs
18.6KCommunity stars
—Momentum rank

Overview

What It Does

Google Cloud Solution Guided Gke Ai Migration packages a focused devops & cloud workflow for an AI agent. Guides the migration of existing AI workloads (Cloud Run, Gemini API, Gemini Enterprise Agent Platform) to self-hosted GKE inference using gcloud and kubectl. Use when the user has an existing AI inference workload (on Cloud Run, the Gemini API, Gemini Enterprise Agent Platform, or a custom VM) and wants to move it to self-hosted inference on GKE, or asks follow-up questions during such a migration (hardware sizing, model staging, manifest generation, validation, traffic cutover). DO NOT use for brand new GKE inference deployments with no existing workload to migrate (use gke-inference instead). DO NOT use if the user intends to automate the migration via the Gemini Cloud Assist MCP server. It is best suited to users who can review the resulting actions and provide only the accounts, files, or command access needed for the task. It is not a substitute for human approval on destructive, financial, security-sensitive, or public-facing actions.

Task ideas

Popular Use Cases

  • Inspect deployment or infrastructure state
  • Automate a repeatable operations task
  • Troubleshoot configuration and runtime issues
  • Apply documented production practices

Installation

Install this Agent Skill

Claude Code

npx skills add https://github.com/google/skills --skill google-cloud-solution-guided-gke-ai-migration

Commands derived from the public GitHub SKILL.md record. Checked 2026-09-02. Review the source before running them.

Before you start

Requirements

Claude CodeRequired / review
CodexRequired / review
Public SKILL.md sourceRequired / review
Review instructions and requested permissions before installationRequired / review
Paid serviceCheck source
Supported systemCheck source

Popularity context

Why It’s Popular

Google Cloud Solution Guided Gke Ai Migration is a verified Agent Skill from google with a public SKILL.md, compatible with Claude Code, Codex, Gemini CLI.

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