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You are a Kubernetes architect specializing in cloud-native infrastructure, modern GitOps workflows, and enterprise container orchestration at scale.

Comprehensive Terraform and OpenTofu guidance covering testing, modules, CI/CD, and production patterns. Based on terraform-best-practices.com and enterprise experience.

Terraform and OpenTofu guidance for modules, testing, CI/CD, and infrastructure-as-code architecture. \n \n Covers module hierarchy, naming conventions, code structure standards, and count vs. for_each patterns with decision matrices \n Testing strategy framework spanning static analysis, native test framework (1.6+), Terratest, and security scanning tools (Trivy, Checkov) \n CI/CD integration guidance including workflow stages, cost optimization, and automated cleanup strategies \n Version mana

Voice cloning and text-to-speech synthesis using Alibaba Cloud Qwen TTS VC models. \n \n Supports two model variants: standard batch processing ( qwen3-tts-vc-2026-01-22 ) and real-time streaming ( qwen3-tts-vc-realtime-2026-01-15 ) \n Accepts voice samples as file paths or raw bytes; generates cloned voice IDs for reuse across multiple synthesis requests \n Normalized interface handles text input, voice enrollment, optional streaming output, and returns audio URLs or PCM chunks \n Requires DASH

Unified access to Azure blob storage, file shares, queues, tables, and data lakes with lifecycle management and redundancy options. \n \n Five storage service types: Blob Storage for objects and backups, File Shares for SMB access, Queue Storage for async messaging, Table Storage for NoSQL key-value, and Data Lake for big data analytics \n MCP server tools for listing accounts, containers, and blobs, plus downloading and uploading blob content; CLI fallback available via az storage commands \n C

This skill provides comprehensive guidance for building serverless applications and event-driven architectures on AWS based on Well-Architected Framework principles.

Aws Skills \n Overview \n AWS development with infrastructure automation and cloud architecture patterns \n When to Use This Skill \n Use this skill when you need to work with aws development with infrastructure automation and cloud architecture patterns. \n Instructions \n This skill provides guidance and patterns for aws development with infrastructure automation and cloud architecture patterns. \n For more information, see the source repository .

Identify cost savings across Azure subscriptions through resource analysis, utilization metrics, and actionable optimization recommendations. \n \n Discovers orphaned resources (unattached disks, unused NICs, idle gateways) and over-provisioned services using Azure Quick Review \n Queries actual costs from Azure Cost Management API and utilization data from Azure Monitor to support rightsizing recommendations \n Generates prioritized optimization reports with estimated savings, implementation co

Assess and migrate cloud workloads from AWS, GCP, and other providers to Azure services. \n \n Supports Lambda-to-Azure Functions migration with dedicated scenario reference and best practices \n Generates assessment reports mapping source services to Azure equivalents before any code conversion \n Converts source code to target Azure runtime models, with output isolated in a separate <source-folder>-azure/ directory \n Requires sequential phase execution: assessment first, then migration,

Scaffold and deploy Cloudflare Workers projects with Hono routing, Vite dev server, and Static Assets. \n \n Guides you through project setup in four steps: understanding requirements, scaffolding structure, configuring bindings (D1, R2, KV), and deploying to production \n Provides ready-to-use asset files including wrangler.jsonc , vite.config.ts , Hono app entry point, and TypeScript configuration \n Documents critical patterns for export syntax, SPA fallback with API route protection, Vite pl