gke-inference-quickstart
OfficialDeploy AI inference on GKE with GIQ.
AuthorGoogleCloudPlatform
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Deploying AI inference workloads on GKE can be complex and time-consuming due to model discovery, manifest generation, and reliable deployment orchestration. This skill streamlines the end-to-end process using Google's Inference Quickstart (GIQ) and MCP tooling to reduce setup time and errors.
Core Features & Use Cases
- Model discovery: Identify compatible models, servers, and accelerators for your GKE deployment.
- Manifest generation: Create optimized Kubernetes manifests with GIQ and MCP tools.
- Deployment workflow: Validate, review, and deploy manifests to a GKE cluster, with guidance for common scenarios.
Quick Start
Tell the AI to discover your model, generate a GIQ manifest using gcloud, and deploy it to your GKE cluster.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: gke-inference-quickstart Download link: https://github.com/GoogleCloudPlatform/gke-mcp/archive/main.zip#gke-inference-quickstart Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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