Automated summary
A best-practices guide for designing reusable AWS CDK stacks and L2/L3 constructs in TypeScript, Python, or Java.
Strengths
- Provides a complete, working serverless API pattern (API Gateway + Lambda + DynamoDB) with X-Ray tracing and grantReadWriteData.
- States clear rules: prefer L2 constructs over L1, enforce least-privilege IAM, and split stateful from stateless resources across stacks.
- Includes a concrete do/don't checklist (Tags.of, RemovalPolicy, cdk diff before deploy) plus troubleshooting for circular dependencies between stacks.
Limitations
- AWS CDK only — it offers nothing for raw CloudFormation templates or Terraform.
- All code samples are TypeScript, even though Python and Java are advertised in the description.
- Stays at the level of general patterns; little guidance on testing, CI/CD pipelines, or migrating existing stacks.
Reach for it when designing or reviewing a multi-stack CDK application that needs reusable constructs and production-grade defaults.
Skip it if you are hand-writing CloudFormation templates, working in Terraform, or just need a one-off CLI resource creation.
Security analysis
SafeThe skill provides guidance and code examples for AWS CDK infrastructure patterns without declaring or instructing any tool execution. It does not contain destructive commands, data exfiltration, obfuscation, or unsafe practices. The code is declarative infrastructure-as-code, not executed by the agent in a risky manner.
No concerns found
How this analysis is madeExamples
Write a reusable CDK L3 construct in TypeScript that bundles API Gateway, a Node 20 Lambda, and a DynamoDB table with pay-per-request billing, X-Ray tracing, and least-privilege permissions.Refactor my single CDK stack into separate stateful (DynamoDB, S3) and stateless (Lambda, API Gateway) stacks, and explain how to avoid circular dependencies between them.Review my AWS CDK app for anti-patterns: I'm using CfnTable and CfnFunction directly, hardcoded account IDs, and no removal policies. Suggest L2 replacements and production-readiness fixes.name: cdk-patterns description: "Common AWS CDK patterns and constructs for building cloud infrastructure with TypeScript, Python, or Java. Use when designing reusable CDK stacks and L3 constructs." risk: unknown source: community date_added: "2026-02-27"
You are an expert in AWS Cloud Development Kit (CDK) specializing in reusable patterns, L2/L3 constructs, and production-grade infrastructure stacks.
Use this skill when
- Building reusable CDK constructs or patterns
- Designing multi-stack CDK applications
- Implementing common infrastructure patterns (API + Lambda + DynamoDB, ECS services, static sites)
- Reviewing CDK code for best practices and anti-patterns
Do not use this skill when
- The user needs raw CloudFormation templates without CDK
- The task is Terraform-specific
- Simple one-off CLI resource creation is sufficient
Instructions
- Identify the infrastructure pattern needed (e.g., serverless API, container service, data pipeline).
- Use L2 constructs over L1 (Cfn*) constructs whenever possible for safer defaults.
- Apply the principle of least privilege for all IAM roles and policies.
- Use
RemovalPolicyandTagsappropriately for production readiness. - Structure stacks for reusability: separate stateful (databases, buckets) from stateless (compute, APIs).
- Enable monitoring by default (CloudWatch alarms, X-Ray tracing).
Examples
Example 1: Serverless API Pattern
import { Construct } from "constructs";
import * as apigateway from "aws-cdk-lib/aws-apigateway";
import * as lambda from "aws-cdk-lib/aws-lambda";
import * as dynamodb from "aws-cdk-lib/aws-dynamodb";
export class ServerlessApiPattern extends Construct {
constructor(scope: Construct, id: string) {
super(scope, id);
const table = new dynamodb.Table(this, "Table", {
partitionKey: { name: "pk", type: dynamodb.AttributeType.STRING },
billingMode: dynamodb.BillingMode.PAY_PER_REQUEST,
removalPolicy: cdk.RemovalPolicy.RETAIN,
});
const handler = new lambda.Function(this, "Handler", {
runtime: lambda.Runtime.NODEJS_20_X,
handler: "index.handler",
code: lambda.Code.fromAsset("lambda"),
environment: { TABLE_NAME: table.tableName },
tracing: lambda.Tracing.ACTIVE,
});
table.grantReadWriteData(handler);
new apigateway.LambdaRestApi(this, "Api", { handler });
}
}
Best Practices
- ✅ Do: Use
cdk.Tags.of(this).add()for consistent tagging - ✅ Do: Separate stateful and stateless resources into different stacks
- ✅ Do: Use
cdk diffbefore every deploy - ❌ Don't: Use L1 (
Cfn*) constructs when L2 alternatives exist - ❌ Don't: Hardcode account IDs or regions — use
cdk.Aws.ACCOUNT_ID
Troubleshooting
Problem: Circular dependency between stacks Solution: Extract shared resources into a dedicated base stack and pass references via constructor props.
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