chunking-strategy
Provides chunking strategies for RAG systems. Generates chunk size recommendations (256-1024 tokens), overlap percentages…
Provides Amazon S3 patterns and examples using AWS SDK for Java 2.x. Use when working with S3 buckets, uploading/downloading objects, multipart uploads, presigned URLs, S3 Transfer Manager, object operations, or S3-specific configurations.
Claude Code
$ npx -y skills add giuseppe-trisciuoglio/developer-kit --skill aws-sdk-java-v2-s3 --agent claude-code
Codex
$ npx skills add giuseppe-trisciuoglio/developer-kit --skill aws-sdk-java-v2-s3 -a codex -y
Cursor
$ npx skills add giuseppe-trisciuoglio/developer-kit --skill aws-sdk-java-v2-s3 -a cursor -y
Gemini CLI
$ npx skills add giuseppe-trisciuoglio/developer-kit --skill aws-sdk-java-v2-s3 -a gemini-cli -y
GitHub Copilot
$ npx skills add giuseppe-trisciuoglio/developer-kit --skill aws-sdk-java-v2-s3 -a github-copilot -y
OpenCode
$ npx skills add giuseppe-trisciuoglio/developer-kit --skill aws-sdk-java-v2-s3 -a opencode -y
Windsurf
$ npx skills add giuseppe-trisciuoglio/developer-kit --skill aws-sdk-java-v2-s3 -a windsurf -y
name: aws-sdk-java-v2-s3 description: Provides Amazon S3 patterns and examples using AWS SDK for Java 2.x. Use when working with S3 buckets, uploading/downloading objects, multipart uploads, presigned URLs, S3 Transfer Manager, object operations, or S3-specific configurations. allowed-tools: Read, Write, Edit, Bash, Glob, Grep
Provides patterns for S3 operations: bucket management, object upload/download with multipart support, presigned URLs, S3 Transfer Manager, and S3-specific configurations using AWS SDK for Java 2.x.
| Operation | Method | Notes | |-----------|--------|-------| | Create bucket | `createBucket()` | Wait with `waiter().waitUntilBucketExists()` | | Upload object | `putObject()` | Use `RequestBody.fromFile()` | | Download object | `getObject()` | Streams to file or memory | | Delete objects | `deleteObjects()` | Batch up to 1000 keys | | Presigned URL | `presigner.presignGetObject()` | Max 7 days expiration |
| Class | Use Case | |-------|----------| | `STANDARD` | Frequently accessed data | | `STANDARD_IA` | Infrequently accessed data | | `GLACIER` | Long-term archive | | `INTELLIGENT_TIERING` | Automatic cost optimization |
<dependency>
<groupId>software.amazon.awssdk</groupId>
<artifactId>s3</artifactId>
<version>2.20.0</version>
</dependency>
<dependency>
<groupId>software.amazon.awssdk</groupId>
<artifactId>s3-transfer-manager</artifactId>
<version>2.20.0</version>
</dependency>S3Client s3Client = S3Client.builder()
.region(Region.US_EAST_1)
.build();
// With retry logic
S3Client s3Client = S3Client.builder()
.region(Region.US_EAST_1)
.overrideConfiguration(b -> b
.retryPolicy(RetryPolicy.builder()
.numRetries(3)
.build()))
.build();CreateBucketRequest request = CreateBucketRequest.builder()
.bucket(bucketName)
.build();
s3Client.createBucket(request);
// Wait until ready
s3Client.waiter().waitUntilBucketExists(
HeadBucketRequest.builder().bucket(bucketName).build()
);PutObjectRequest request = PutObjectRequest.builder()
.bucket(bucketName)
.key(key)
.contentType("application/pdf")
.serverSideEncryption(ServerSideEncryption.AES256)
.storageClass(StorageClass.STANDARD_IA)
.build();
s3Client.putObject(request, RequestBody.fromFile(Paths.get(filePath)));
// Validate upload completion
HeadObjectResponse headResp = s3Client.headObject(HeadObjectRequest.builder()
.bucket(bucketName)
.key(key)
.build());GetObjectRequest request = GetObjectRequest.builder()
.bucket(bucketName)
.key(key)
.build();
s3Client.getObject(request, Paths.get(destPath));try (S3Presigner presigner = S3Presigner.create()) {
GetObjectRequest getRequest = GetObjectRequest.builder()
.bucket(bucketName)
.key(key)
.build();
GetObjectPresignRequest presignRequest = GetObjectPresignRequest.builder()
.signatureDuration(Duration.ofMinutes(10))
.getObjectRequest(getRequest)
.build();
String url = presigner.presignGetObject(presignRequest).url().toString();
}try (S3TransferManager tm = S3TransferManager.create()) {
UploadFileRequest request = UploadFileRequest.builder()
.putObjectRequest(req -> req.bucket(bucketName).key(key))
.source(Paths.get(filePath))
.build();
FileUpload upload = tm.uploadFile(request);
CompletedFileUpload result = upload.completionFuture().join();
}Modular plugin marketplace for Claude Code and agentic CLIs, with validated, spec-driven skills, agents, commands, and workflows for Java, TypeScript, Python, PHP, AWS, and AI.
Provides chunking strategies for RAG systems. Generates chunk size recommendations (256-1024 tokens), overlap percentages…
Provides workflows to write, debug, and optimize prompts for LLMs, including few-shot example selection, chain-of-thought…
Implements document chunking, embedding generation, vector storage, and retrieval pipelines for Retrieval-Augmented Generation…
Provides AWS CloudFormation patterns for Auto Scaling including EC2, ECS, and Lambda. Use when creating Auto Scaling groups,…
Provides AWS CloudFormation patterns for Amazon Bedrock resources including agents, knowledge bases, data sources, guardrails,…
Provides AWS CloudFormation patterns for CloudFront distributions, origins (ALB, S3, Lambda@Edge, VPC Origins), CacheBehaviors,…
You MUST use this before any creative work - creating features, building components, adding functionality, modifying behavior, or…
Ask which skill or flow fits your situation. A router over the skills in this repo.