aws-lambda-java-integration SKILL.md skillA
aws-lambda-java-integration from giuseppe-trisciuoglio/developer-kit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add giuseppe-trisciuoglio/developer-kit/aws-lambda-java-integration@git:20260324.a02e282Pins git:20260324.a02e282 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- giuseppe-trisciuoglio/developer-kit
- Path
plugins/developer-kit-java/skills/aws-lambda-java-integration/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260324.a02e282, committed Mar 24, 2026
- First version recorded
- Feb 15, 2026
- Size
- 7,796 bytes
- Repository stars
- 367
- License
- MIT
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".
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# 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) …
Read the whole file at its exact version.
How to install
mdr add giuseppe-trisciuoglio/developer-kit/aws-lambda-java-integration@sha256:89b520fb328ed36aThe line at the top of this page pins the label git:20260324.a02e282, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_qk3mrgjhxwjy5dbn)
6 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Feb 15, 2026 and Mar 24, 2026, about one every 18 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260324.a02e282 latest | 2026-03-24 | a02e282 | 7,796 B | A | view · diff |
| git:20260223.c6d4db1 | 2026-02-23 | c6d4db1 | 8,568 B | A | view · diff |
| git:20260215.a18b120 | 2026-02-15 | a18b120 | 8,647 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (7796 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
giuseppe-trisciuoglio/developer-kit · 367 stars · license MIT · pushed 2026-09-10 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_qk3mrgjhxwjy5dbn GET https://markdownregistry.com/api/v1/resolve?ref=giuseppe-trisciuoglio/developer-kit/aws-lambda-java-integration GET https://markdownregistry.com/api/v1/blob/89b520fb328ed36a54e96192da7d7839010fdaff079737a976318c54299829b0
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.