What problem does it solve? Choosing the right AWS services and writing infrastructure-as-code from scratch is time-consuming and error-prone, especially for startup teams with limited cloud experience. This Skill turns application requirements into a recommended architecture pattern, ready-to-deploy IaC templates, and a cost optimization plan. ## Core Features & Use Cases - Architecture Pattern Recommendation: Selects among serverless web, event-driven microservices, three-tier, GraphQL backend, data pipeline, IoT, and multi-region patterns based on users, RPS, budget, and compliance needs. - IaC Template Generation: Produces CloudFormation YAML, AWS CDK TypeScript, and Terraform HCL for a serverless stack including API Gateway, Lambda, DynamoDB, and Cognito. - Cost Optimization Analysis: Detects idle EC2/RDS resources, missing S3 lifecycle policies, NAT Gateway over-provisioning, and Savings Plans opportunities with estimated monthly savings. - Use Case: A 5-person team building a SaaS platform with 50k users and a $1500/month budget gets a three-tier ECS Fargate + Aurora design, deployable templates, and a phased implementation plan. ## Quick Start Ask the agent to design a serverless MVP backend for a mobile app with 1000 users and a $100 monthly budget, including the CloudFormation template and cost estimate.