Cloud Infrastructure Claude 技能

CoreWeave SDK Patterns

Manages production-grade CoreWeave GPU workloads using Kubernetes-native Python patterns and deployment templates.

CoreWeave Cluster Diagnostics

Automates the collection of GPU node health, Kubernetes logs, and API diagnostics for CoreWeave cloud infrastructure troubleshooting.

CAST AI Rate Limit Handler

Implements robust rate limiting strategies for the CAST AI REST API using exponential backoff and request queuing.

QuickNode Webhooks & Events

Integrates real-time blockchain event streaming and custom webhook filters into your Web3 development workflow.

OCI Compute & Instance Management

Deploys and manages Oracle Cloud Infrastructure (OCI) compute instances with automated capacity retry logic and flexible shape selection.

CoreWeave Quota & Rate Management

Manages CoreWeave GPU quotas and implements request queuing for efficient AI inference workloads.

QuickNode Production Checklist

Streamlines the deployment and optimization of Web3 applications using QuickNode's blockchain RPC infrastructure.

Oracle Cloud Object Storage Handling

Manages Oracle Cloud Infrastructure (OCI) Object Storage buckets, uploads, pre-authenticated requests, and lifecycle policies.

CoreWeave Cost Optimizer

Optimizes CoreWeave GPU expenditures through intelligent instance selection, scheduling, and resource right-sizing.

QuickNode Reference Architecture

Implements high-performance blockchain RPC and Web3 infrastructure patterns using the QuickNode SDK.

CoreWeave Install & Authentication

Configures access to CoreWeave Kubernetes Service for managing high-performance GPU cloud infrastructure.

Fly.io Reference Architecture

Deploy and manage global-scale SaaS infrastructure on Fly.io with multi-region apps, replicated databases, and private networking.

QuickNode Upgrade & Migration

Facilitates blockchain infrastructure migrations and RPC endpoint integrations using the QuickNode SDK.

Oracle Cloud Rate Limit Handler

Manages OCI API rate limits using defensive retry patterns, exponential backoff, and circuit breaker logic to prevent automation failures.

CoreWeave GPU Migration

Automates the migration of GPU workloads and CUDA version upgrades on CoreWeave cloud infrastructure.

CAST AI Cost Tuning

Optimizes Kubernetes cluster expenses by implementing CAST AI spot instance strategies, resource right-sizing, and automated hibernation schedules.

CAST AI Autoscaler & Policy Optimizer

Automates the configuration of CAST AI autoscaler policies and node templates to optimize Kubernetes cluster costs.

CAST AI Error Diagnostics

Diagnoses and resolves common CAST AI agent, API, and autoscaler issues within Kubernetes clusters.

StackBlitz SDK & WebContainer Migrator

Automates the migration process between WebContainer API versions and StackBlitz SDK updates to ensure project compatibility.

Oracle Cloud Debug Bundle

Generates a comprehensive diagnostic package for unresponsive Oracle Cloud (OCI) compute instances to accelerate root-cause analysis.

Oracle Cloud Enterprise RBAC

Designs secure OCI compartment hierarchies and fine-grained access control policies using least-privilege principles.

Fly.io Cost Optimizer

Optimizes your Fly.io infrastructure costs by automating machine lifecycles and right-sizing resources based on actual usage.

Oracle Cloud Reference Architecture

Designs production-grade, 3-tier Oracle Cloud Infrastructure (OCI) architectures with automated Terraform deployment code.

Fly.io CLI Installation & Authentication

Installs the flyctl CLI and configures secure authentication for Fly.io edge compute deployments and Machines API access.

Cloud Solution Architect

Designs production-grade, well-architected cloud systems using Azure Architecture Center best practices and proven design patterns.

Vast.ai Upgrade & Migration

Manages Vast.ai CLI upgrades and API migrations to ensure seamless GPU infrastructure management.

Cloud Cost Optimizer

Analyzes cloud spending and automates cost-reduction strategies across AWS, GCP, and Azure to eliminate waste and optimize infrastructure ROI.

Databricks Incident Runbook

Automates Databricks incident response with real-time triage scripts, recovery procedures, and postmortem documentation.

OpenRouter Load Balancing

Distributes API requests across multiple OpenRouter keys and providers to maximize throughput and ensure high availability.

Kling AI Reference Architecture

Provides a production-ready system design and implementation patterns for building scalable video generation platforms using Kling AI.