aws-lambda-java-integration — Claude Code skill for Java on AWS Lambda
A skill with ready patterns for Java Lambda functions: Micronaut or raw handlers, cold start tuning, and Serverless or SAM deployment.
npx skills add giuseppe-trisciuoglio/developer-kit --skill aws-lambda-java-integration -a claude-codeWhat aws-lambda-java-integration does
The skill covers two ways to build a Java Lambda. Micronaut brings AOT compilation, dependency injection and a cold start under one second. Raw Java skips the framework and starts in under 500 ms, at the cost of writing the plumbing yourself.
Inside you get handler examples for both, serverless.yml and template.yaml templates, and rules for connection handling. Clients such as DynamoDbClient are created once in a static field, because initialising them inside the handler repeats the work on every warm invocation. A pitfalls section lists oversized JARs, too little memory and missing timeouts.
Some constraints matter before you commit. Reflection and classpath scanning slow the start, which is why Micronaut leans on AOT, and the skill names Spring Boot as a source of extra cold start overhead. Handlers are meant to be checked with sam local invoke and templates with sam validate before deploying.
What it helps with
- build a Java Lambda function with a cold start under one second
- pick between Micronaut and Raw Java for a given service
- wire API Gateway or ALB to a Java handler
- write the deployment config in
serverless.ymlortemplate.yaml - find out why warm invocations are slow because of init inside the handler
Example prompts for the agent
- Create a Micronaut Java Lambda for a user REST API
- My Java Lambda has a 3 second cold start, help me optimize the raw handler
- Set up Java Lambda deployment with AWS SAM and API Gateway
How to install aws-lambda-java-integration
1Skills CLI (Vercel)
npx skills add giuseppe-trisciuoglio/developer-kit --skill aws-lambda-java-integration -a claude-code2Manually: put the files in place
~/.claude/skills/aws-lambda-java-integration/SKILL.mdCopy the whole skill folder; for one project use .claude/skills/aws-lambda-java-integration/
1Skills CLI (Vercel)
npx skills add giuseppe-trisciuoglio/developer-kit --skill aws-lambda-java-integration -a codex2Manually: put the files in place
.agents/skills/aws-lambda-java-integration/SKILL.mdFor all projects use ~/.agents/skills/
1Skills CLI (Vercel)
npx skills add giuseppe-trisciuoglio/developer-kit --skill aws-lambda-java-integration -a cursor2Manually: put the files in place
.cursor/skills/aws-lambda-java-integration/SKILL.mdCursor also reads .agents/skills/ and .claude/skills/
1GitHub CLI
gh skill install giuseppe-trisciuoglio/developer-kit aws-lambda-java-integration2Manually: put the files in place
.github/skills/aws-lambda-java-integration/SKILL.md1Skills CLI (Vercel)
npx skills add giuseppe-trisciuoglio/developer-kit --skill aws-lambda-java-integration -a gemini-cli2Platform CLI
gemini skills install https://github.com/giuseppe-trisciuoglio/developer-kit --path plugins/developer-kit-java/skills/aws-lambda-java-integrationManually: put the files in place
.devin/skills/aws-lambda-java-integration/SKILL.mdThe legacy .windsurf/skills/ path still works
Skills CLI (Vercel)
npx skills add giuseppe-trisciuoglio/developer-kit --skill aws-lambda-java-integration -a opencodeClaude.ai
Zip the folder and upload it in Settings → Capabilities → Skills
Step by step, with commands for each platform: How to install skills in Claude Code: five ways
Questions about aws-lambda-java-integration
How do I install aws-lambda-java-integration in Claude?
Run npx skills add giuseppe-trisciuoglio/developer-kit --skill aws-lambda-java-integration -a claude-code. The skill file then lands at ~/.claude/skills/aws-lambda-java-integration/SKILL.md.
What does aws-lambda-java-integration do?
It supplies patterns for Java functions on AWS Lambda: two handler approaches, cold start optimization, API Gateway and ALB integration, and deployment configuration.
How is Micronaut different from Raw Java here?
Micronaut is a full framework with AOT compilation and dependency injection, with a cold start under one second. Raw Java is simpler and starts in under 500 ms, but you write the plumbing.
Source text
SKILL.md · MIT
---
name: aws-lambda-java-integration
description: Provides AWS Lambda integration patterns for Java with cold start optimization. Use when deploying Java functions to AWS Lambda, choosing between Micronaut and Raw Java approaches, optimizing cold starts below 1 second, configuring API Gateway or ALB integration, or implementing serverless Java applications. Triggers include "create lambda java", "deploy java lambda", "micronaut lambda aws", "java lambda cold start", "aws lambda java performance", "java serverless framework".
allowed-tools: Read, Write, Edit, Bash, Glob, Grep
---
# AWS Lambda Java Integration
Patterns for creating high-performance AWS Lambda functions in Java with optimized cold starts.
## Overview
This skill provides complete patterns for AWS Lambda Java development, covering two main approaches:
1. **Micronaut Framework** - Full-featured framework with AOT compilation, dependency injection, and cold start < 1s
2. **Raw Java** - Minimal overhead approach with cold start < 500ms
Both approaches support API Gateway and ALB integration with production-ready configurations.
## When to Use
- Deploying Java functions to AWS Lambda
- Optimizing cold starts below 1 second
- Choosing between Micronaut and Raw Java approaches
- Configuring API Gateway or ALB integration
- Setting up CI/CD pipelines for Java Lambda
## Instructions
### 1. Choose Your Approach
| Approach | Cold Start | Best For | Complexity |
|----------|------------|----------|------------|
| Micronaut | < 1s | Complex apps, DI needed, enterprise | Medium |
| Raw Java | < 500ms | Simple handlers, minimal overhead | Low |
**Validate**: Confirm the approach fits your use case before proceeding.
### 2. Project Structure
```
my-lambda-function/
├── build.gradle (or pom.xml)
├── src/main/java/com/example/Handler.java
└── serverless.yml (or template.yaml)
```
**Validate**: Verify project structure matches the template.
### 3. Implementation Examples
#### Micronaut Handler
```java
@FunctionBean("my-function")
public class MyFunction implements Function<APIGatewayProxyRequestEvent, APIGatewayProxyResponseEvent> {
private final MyService service;
public MyFunction(MyService service) {
this.service = service;
}
@Override
public APIGatewayProxyResponseEvent apply(APIGatewayProxyRequestEvent request) {
// Process request
return new APIGatewayProxyResponseEvent()
.withStatusCode(200)
.withBody("{\"message\": \"Success\"}");
}
}
```
#### Raw Java Handler
```java
public class MyHandler implements RequestHandler<APIGatewayProxyRequestEvent, APIGatewayProxyResponseEvent> {
private static final MyService service = new MyService();
@Override
public APIGatewayProxyResponseEvent handleRequest(APIGatewayProxyRequestEvent request, Context context) {
return new APIGatewayProxyResponseEvent()
.withStatusCode(200)
.withBody("{\"message\": \"Success\"}");
}
}
```
**Validate**: Run `sam local invoke` to verify handler works before deployment.
## Core Patterns
### Connection Management
```java
// Initialize once, reuse across invocations
private static final DynamoDbClient dynamoDb = DynamoDbClient.builder()
.region(Region.US_EAST_1)
.build();
// Avoid: Creating clients in handler (slow on every invocation)
```
### Error Handling
```java
@Override
public APIGatewayProxyResponseEvent handleRequest(APIGatewayProxyRequestEvent request, Context context) {
try {
return successResponse(process(request));
} catch (ValidationException e) {
return errorResponse(400, e.getMessage());
} catch (Exception e) {
context.getLogger().log("Error: " + e.getMessage());
return errorResponse(500, "Internal error");
}
}
```
## Best Practices
### Configuration
- **Memory**: Start with 512MB, adjust based on profiling
- **Timeout**: Micronaut 10-30s, Raw Java 5-10s
- **Runtime**: Java 17 or 21 for best performance
### Packaging
- Use Gradle Shadow Plugin or Maven Shade Plugin
- Exclude unnecessary dependencies
### Monitoring
- Enable X-Ray tracing for performance analysis
- Use CloudWatch Insights to track cold vs warm starts
## Deployment Options
### Serverless Framework
```yaml
service: my-java-lambda
provider:
name: aws
runtime: java21
memorySize: 512
timeout: 10
package:
artifact: build/libs/function.jar
functions:
api:
handler: com.example.Handler
events:
- http:
path: /{proxy+}
method: ANY
```
**Validate**: Run `serverless deploy` with `--stage dev` first.
### AWS SAM
```yaml
AWSTemplateFormatVersion: '2010-09-09'
Transform: AWS::Serverless-2016-10-31
Resources:
MyFunction:
Type: AWS::Serverless::Function
Properties:
CodeUri: build/libs/function.jar
Handler: com.example.Handler
Runtime: java21
MemorySize: 512
Timeout: 10
Events:
ApiEvent:
Type: Api
Properties:
Path: /{proxy+}
Method: ANY
```
**Validate**: Run `sam validate` before deploying.
## Constraints and Warnings
### Java-Specific Constraints
- **Reflection**: Minimize use; prefer AOT compilation (Micronaut)
- **Classpath scanning**: Slows cold start; use explicit configuration
- **Large frameworks**: Spring Boot adds significant cold start overhead
### Common Pitfalls
1. **Initialization in handler** - Causes repeated work on warm invocations
2. **Oversized JARs** - Include only required dependencies
3. **Insufficient memory** - Java needs more memory than Node.js/Python
4. **No timeout handling** - Always set appropriate timeouts
## References
For detailed guidance on specific topics:
- **[Micronaut Lambda](references/micronaut-lambda.md)** - Complete Micronaut setup, AOT configuration, DI optimization
- **[Raw Java Lambda](references/raw-java-lambda.md)** - Minimal handler patterns, singleton caching, JAR packaging
- **[Serverless Deployment](references/serverless-deployment.md)** - Serverless Framework, SAM, CI/CD pipelines, provisioned concurrency
- **[Testing Lambda](references/testing-lambda.md)** - JUnit 5, SAM Local, integration testing, performance measurement
## Examples
### Example 1: Create a Micronaut Lambda Function
**Input:**
```
Create a Java Lambda function using Micronaut to handle user REST API
```
**Process:**
1. Configure Gradle project with Micronaut plugin
2. Create Handler class extending MicronautRequestHandler
3. Implement methods for GET/POST/PUT/DELETE
4. Configure application.yml with AOT optimizations
5. Set up packaging with Shadow plugin
6. **Validate**: Test locally with SAM CLI before deploying
**Output:**
- Complete project structure
- Handler with dependency injection
- serverless.yml deployment configuration
### Example 2: Optimize Cold Start for Raw Java
**Input:**
```
My Java Lambda has 3 second cold start, how do I optimize it?
```
**Process:**
1. Analyze initialization code
2. Move AWS client creation to static fields
3. Reduce dependencies in build.gradle
4. Configure optimized JVM options
5. Consider provisioned concurrency
6. **Validate**: Measure cold start with CloudWatch metrics after changes
**Output:**
- Refactored code with singleton pattern
- Minimized JAR
- Cold start < 500ms
### Example 3: Deploy with GitHub Actions
**Input:**
```
Configure CI/CD for Java Lambda with SAM
```
**Process:**
1. Create GitHub Actions workflow
2. Configure Gradle build with Shadow
3. Set up SAM build and deploy
4. Add test stage before deployment
5. Configure environment protection for prod
**Output:**
- Complete .github/workflows/deploy.yml
- Multi-stage pipeline (dev/staging/prod)
- Integrated test automation
## Version
Version: 1.0.0
© giuseppe-trisciuoglio · MIT · giuseppe-trisciuoglio/developer-kit