Google Cloud Solution Guided Gke AI Migration

Q: What is a Claude Code skill and how does the Google Cloud Solution Guided Gke AI Migration skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Google Cloud Solution Guided Gke AI Migration is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Engineering category. Learn more at https://claudskills.com/learn/what-is-skill-md/.

Category: Engineering · Sub-category: devops · Last updated: 2026-08-02

cloud:gcp ai:gemini

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.

Security AStatic scan found no risk patternsHow grading works ›

From the source SKILL.md

This skill guides agents through the end-to-end process of migrating existing AI inference workloads (e.g., from Cloud Run, Gemini API, Gemini Enterprise Agent Platform) to self-hosted inference on Google Kubernetes Engine (GKE). The agent will act as an interactive architect, using a structured 4-phase workflow to discover requirements, design a Google Cloud-native solution, execute the implementation using gcloud and kubectl, and validate the deployment.

What this skill does

Google Cloud Solution Guided Gke AI Migration is a community-contributed Claude Code skill in the devops sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/google-cloud-solution-guided-gke-ai-migration/ and loads when your prompt matches the skill's trigger.

When to invoke it: 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).

Who uses this skill

The Google Cloud Solution Guided Gke AI Migration Claude Code skill is built for software engineers, backend developers, full-stack teams, and technical leads building and maintaining production systems. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 188,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/google-cloud-solution-guided-gke-ai-migration
curl -L https://claudskills.com/skills/google-cloud-solution-guided-gke-ai-migration/SKILL.md \
  -o ~/.claude/skills/google-cloud-solution-guided-gke-ai-migration/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/google-cloud-solution-guided-gke-ai-migration/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/google-cloud-solution-guided-gke-ai-migration/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\google-cloud-solution-guided-gke-ai-migration\SKILL.md on Windows. See the full install guide for step-by-step instructions.

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

See pricing → Download desktop app

Frequently asked questions

How do I install the Google Cloud Solution Guided Gke AI Migration Claude Code skill?

Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/google-cloud-solution-guided-gke-ai-migration/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.

What does the Google Cloud Solution Guided Gke AI Migration skill do?

Is this skill free to install?

Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.

When should I use the Google Cloud Solution Guided Gke AI Migration skill?

Use Google Cloud Solution Guided Gke AI Migration when your Claude Code task falls under the Engineering category — specifically in the devops area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Google Cloud Solution Guided Gke AI Migration" or describe the task and let Claude pick). Browse related skills at /category/engineering/.

What is a Claude Code skill and how does the Google Cloud Solution Guided Gke AI Migration skill fit in?

A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Google Cloud Solution Guided Gke AI Migration is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Engineering category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Source: https://github.com/google/skills/blob/HEAD/skills/cloud/google-cloud-solution-guided-gke-ai-migration/SKILL.md
License: Apache-2.0
Author: google

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA

google. (2026). Google Cloud Solution Guided Gke AI Migration [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/google-cloud-solution-guided-gke-ai-migration/

BibTeX

@misc{google-cloud-solution-guided-gke-ai-migration-2026,
  author    = {google},
  title     = {Google Cloud Solution Guided Gke AI Migration [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/google-cloud-solution-guided-gke-ai-migration/}
}

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Security scan

Grade A · scanned 2026-08-21 — free static scan against the OWASP Agentic Skills Top 10.

The scan flagged 1 of 10 categories (network), including lower-severity patterns. Patterns shown inside code fences are weighted as examples rather than instructions — read the grading methodology for what this does and does not guarantee.

✓ Prompt injection
✓ Data exfiltration
✓ Supply chain
✓ Reverse shell
✓ Credentials
✓ Execution
✓ Filesystem
✓ Persistence
✓ Obfuscation
⚠ Network

Show this grade on your repo (click to copy):

[![Security: A](https://img.shields.io/badge/Security-A-2e7d32)](https://claudskills.com/skills/google-cloud-solution-guided-gke-ai-migration/#security)

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