aws-lambda-java-integration

aws-lambda-java-integration is a skill for Claude Code from giuseppe-trisciuoglio/developer-kit. It costs 99 tokens per session (1,796 once invoked), scanned A, original, MIT.

A guide to running Java functions on AWS Lambda, a cloud service that runs code without managing servers. It covers Micronaut and plain Java setups, connections through API Gateway or an Application Load Balancer, and cold-start tuning.

In plain words
What is it for?
Use it to structure Java Lambda projects, choose between Micronaut and plain Java, connect HTTP traffic, tune startup time, and set up deployment pipelines.
Why use it?
It helps solve the setup and startup-delay problems that can make serverless Java applications difficult to deploy and respond slowly on their first request.

Skill for Claude Code

Written for Claude Code: allowed-tools in frontmatter.

Part of the developer-kit-java plugin — 52 skills, 11 commands, 9 agents shipped together

Good fit Use it to structure Java Lambda projects, choose between Micronaut and plain Java, connect HTTP traffic, tune startup time, and set up deployment pipelines.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/giuseppe-trisciuoglio/developer-kit/aws-lambda-java-integration
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add giuseppe-trisciuoglio/developer-kit --skill aws-lambda-java-integration
Clone the repo
git clone --depth 1 https://github.com/giuseppe-trisciuoglio/developer-kit

Made for: Claude Code.

Or install developer-kit-java, the plugin that ships this one along with the rest of its 52 skills, 11 commands, 9 agents.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

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README.md
[![agentmods](https://agentmods.dev/badge/skills/giuseppe-trisciuoglio/developer-kit/aws-lambda-java-integration/github.svg)](https://agentmods.dev/skills/giuseppe-trisciuoglio/developer-kit/aws-lambda-java-integration)
Your own site
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Your own site · 80×15
<a href="https://agentmods.dev/skills/giuseppe-trisciuoglio/developer-kit/aws-lambda-java-integration"><img src="https://agentmods.dev/badge/skills/giuseppe-trisciuoglio/developer-kit/aws-lambda-java-integration.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 99 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,796 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • Socket pass 1 Apr 2026
  • Snyk pass 1 Apr 2026
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00099 $0.01796
Opus 5 $0.00049 $0.00898
Sonnet 5 $0.00020 $0.00359
Haiku 4.5 $0.00010 $0.00180

Measured yesterday against content hash 89b520fb328e, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

aws-lambda-java-integration scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured yesterday.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

plugins/developer-kit-java/skills/aws-lambda-java-integration/SKILL.md · 275 lines

How it starts

The opening of the file, as written. The whole thing — 275 lines — stays where its author put it; the contents beside it link to each section on GitHub.

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
@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
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\"}");
    }
}

Read the full file on GitHub · 275 lines

Files

What ships with it

4 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. yesterday First seen · 275 lines · 99 tokens per session scan A 89b520fb328e

Subscribe to this mod's changes

aws-lambda-java-integration is a skill published in the GitHub repository giuseppe-trisciuoglio/developer-kit (344 stars, last pushed yesterday), licensed MIT. It adds 99 tokens to every session and 1,796 once invoked, about $0.0005 per session on Opus 5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-10.

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