Processing S3 Uploads With Step Functions
aws/agent-toolkit-for-aws
Deploy an event-driven workflow that routes S3 uploads to either Lambda or Fargate via Step Functions based on file size.
Provides Amazon S3 patterns and examples using AWS SDK for Java 2.x.
$ npx skills add giuseppe-trisciuoglio/developer-kit --skill aws-sdk-java-v2-s3 -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install giuseppe-trisciuoglio/developer-kit aws-sdk-java-v2-s3 --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/giuseppe-trisciuoglio/developer-kit.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/developer-kit-java/skills/aws-sdk-java-v2-s3 .claude/skills/aws-sdk-java-v2-s3 && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "aws-sdk-java-v2-s3" agent skill from https://github.com/giuseppe-trisciuoglio/developer-kit/tree/main/plugins/developer-kit-java/skills/aws-sdk-java-v2-s3 into .claude/skills/aws-sdk-java-v2-s3/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aws-sdk-java-v2-s3", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/giuseppe-trisciuoglio/developer-kit/tree/main/plugins/developer-kit-java/skills/aws-sdk-java-v2-s3Type this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add giuseppe-trisciuoglio/developer-kit --skill aws-sdk-java-v2-s3 -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install giuseppe-trisciuoglio/developer-kit aws-sdk-java-v2-s3 --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/giuseppe-trisciuoglio/developer-kit.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/developer-kit-java/skills/aws-sdk-java-v2-s3 .agents/skills/aws-sdk-java-v2-s3 && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "aws-sdk-java-v2-s3" agent skill from https://github.com/giuseppe-trisciuoglio/developer-kit/tree/main/plugins/developer-kit-java/skills/aws-sdk-java-v2-s3 into .agents/skills/aws-sdk-java-v2-s3/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aws-sdk-java-v2-s3", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add giuseppe-trisciuoglio/developer-kit --skill aws-sdk-java-v2-s3 -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install giuseppe-trisciuoglio/developer-kit aws-sdk-java-v2-s3 --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/giuseppe-trisciuoglio/developer-kit.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/developer-kit-java/skills/aws-sdk-java-v2-s3 .cursor/skills/aws-sdk-java-v2-s3 && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "aws-sdk-java-v2-s3" agent skill from https://github.com/giuseppe-trisciuoglio/developer-kit/tree/main/plugins/developer-kit-java/skills/aws-sdk-java-v2-s3 into .cursor/skills/aws-sdk-java-v2-s3/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aws-sdk-java-v2-s3", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/giuseppe-trisciuoglio/developer-kit.git --path plugins/developer-kit-java/skills/aws-sdk-java-v2-s3--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add giuseppe-trisciuoglio/developer-kit --skill aws-sdk-java-v2-s3 -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install giuseppe-trisciuoglio/developer-kit aws-sdk-java-v2-s3 --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/giuseppe-trisciuoglio/developer-kit.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/developer-kit-java/skills/aws-sdk-java-v2-s3 .gemini/skills/aws-sdk-java-v2-s3 && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "aws-sdk-java-v2-s3" agent skill from https://github.com/giuseppe-trisciuoglio/developer-kit/tree/main/plugins/developer-kit-java/skills/aws-sdk-java-v2-s3 into .gemini/skills/aws-sdk-java-v2-s3/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aws-sdk-java-v2-s3", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install giuseppe-trisciuoglio/developer-kit aws-sdk-java-v2-s3Installs for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add giuseppe-trisciuoglio/developer-kit --skill aws-sdk-java-v2-s3 -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/giuseppe-trisciuoglio/developer-kit.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/developer-kit-java/skills/aws-sdk-java-v2-s3 .github/skills/aws-sdk-java-v2-s3 && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "aws-sdk-java-v2-s3" agent skill from https://github.com/giuseppe-trisciuoglio/developer-kit/tree/main/plugins/developer-kit-java/skills/aws-sdk-java-v2-s3 into .github/skills/aws-sdk-java-v2-s3/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aws-sdk-java-v2-s3", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add giuseppe-trisciuoglio/developer-kit --skill aws-sdk-java-v2-s3 -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install giuseppe-trisciuoglio/developer-kit aws-sdk-java-v2-s3 --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/giuseppe-trisciuoglio/developer-kit.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/developer-kit-java/skills/aws-sdk-java-v2-s3 .opencode/skills/aws-sdk-java-v2-s3 && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "aws-sdk-java-v2-s3" agent skill from https://github.com/giuseppe-trisciuoglio/developer-kit/tree/main/plugins/developer-kit-java/skills/aws-sdk-java-v2-s3 into .opencode/skills/aws-sdk-java-v2-s3/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aws-sdk-java-v2-s3", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
aws-sdk-java-v2-s3Provides Amazon S3 patterns and examples using AWS SDK for Java 2.x.
AWS SDK Java V2 S3 is an agent skill from giuseppe-trisciuoglio/developer-kit. 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.
Its SKILL.md is about 2.4k tokens, which your agent loads only when the skill is triggered. The skill folder holds 5 other files, including reference files (for example `references/s3-client-setup.md`, `references/s3-object-operations.md` and `references/s3-spring-boot-integration.md`).
It sits in Backend & APIs, covering File uploads and storage. It works with Amazon Web Services, Java and Amazon S3. The repository describes itself as: 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. The licence is MIT.
7 steps, taken from the step headings in SKILL.md.
Read from SKILL.md and the folder at commit fe73fb3. It shows what the files ask for, not the result of running them.
Pre-approves these tools, so the agent can use them without asking each time:
ReadWriteEditBashGlobGrepFrom allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md (its code samples are java and xml).
From the folder's file list and the shell code blocks in SKILL.md.
Links to these hosts (documentation or services it may open):
docs.aws.amazon.comsdk.amazonaws.comFrom URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
AWS SDK Java V2 S3 loads about 2.4k tokens when it runs, and up to ~15k if it reads all its reference files. Until then it costs about 65 tokens; SKILL.md has 439 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check noted patterns worth knowing about, such as sudo or a known installer.
allowed-tools: Read, Write, Edit, Bash, Glob, GrepAutomated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from giuseppe-trisciuoglio/developer-kit at commit fe73fb3, republished under its MIT licence (© giuseppe-trisciuoglio). 439 words, ~2,370 tokens.
.claude/skills/aws-sdk-java-v2-s3/SKILL.md (or your agent's skills folder). This skill also uses 4 other files; get the full folder from GitHub.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();
}S3AsyncClient for I/O-bound operations// 1. Upload with validation
PutObjectRequest putRequest = PutObjectRequest.builder()
.bucket(bucketName)
.key(key)
.contentType(contentType)
.build();
s3Client.putObject(putRequest, RequestBody.fromFile(Paths.get(filePath)));
// 2. Validate with headObject
HeadObjectResponse headResp = s3Client.headObject(HeadObjectRequest.builder()
.bucket(bucketName)
.key(key)
.build());
// 3. Verify metadata
long fileSize = Files.size(Paths.get(filePath));
if (headResp.contentLength() != fileSize) {
throw new IllegalStateException("Upload size mismatch");
}// 1. Initiate multipart upload
CreateMultipartUploadRequest createRequest = CreateMultipartUploadRequest.builder()
.bucket(bucketName)
.key(key)
.build();
CreateMultipartUploadResponse multipartUpload = s3Client.createMultipartUpload(createRequest);
String uploadId = multipartUpload.uploadId();
try {
// 2. Upload parts
List<CompletedPart> parts = new ArrayList<>();
int partNumber = 1;
byte[] fileBytes = Files.readAllBytes(Paths.get(filePath));
int chunkSize = 5 * 1024 * 1024; // 5MB minimum
for (int offset = 0; offset < fileBytes.length; offset += chunkSize) {
int length = Math.min(chunkSize, fileBytes.length - offset);
UploadPartRequest uploadPartRequest = UploadPartRequest.builder()
.bucket(bucketName)
.key(key)
.uploadId(uploadId)
.partNumber(partNumber)
.build();
UploadPartResponse partResponse = s3Client.uploadPart(uploadPartRequest,
RequestBody.fromBytes(Arrays.copyOfRange(fileBytes, offset, offset + length)));
parts.add(CompletedPart.builder()
.partNumber(partNumber)
.eTag(partResponse.eTag())
.build());
partNumber++;
}
// 3. Complete multipart upload
CompleteMultipartUploadRequest completeRequest = CompleteMultipartUploadRequest.builder()
.bucket(bucketName)
.key(key)
.uploadId(uploadId)
.multipartUpload(CompletedMultipartUpload.builder().parts(parts).build())
.build();
s3Client.completeMultipartUpload(completeRequest);
} catch (Exception e) {
// 4. Abort on failure
AbortMultipartUploadRequest abortRequest = AbortMultipartUploadRequest.builder()
.bucket(bucketName)
.key(key)
.uploadId(uploadId)
.build();
s3Client.abortMultipartUpload(abortRequest);
throw new RuntimeException("Upload failed, cleanup performed", e);
}aws-sdk-java-v2-core - Core AWS SDK patterns and configurationspring-boot-dependency-injection - Spring dependency injection patterns© giuseppe-trisciuoglio, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 4 other files (references) in plugins/developer-kit-java/skills/aws-sdk-java-v2-s3 of giuseppe-trisciuoglio/developer-kit.
Open the folder on GitHubat commit fe73fb3
AWS SDK Java V2 S3 next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| AWS SDK Java V2 S3 this skillgiuseppe-trisciuoglio/developer-kit | 356 | — | ~2.4k | Automated safety check: Notes | MIT | |
| Processing S3 Uploads With Step Functionsaws/agent-toolkit-for-aws | 2.8k | — | ~4k | Automated safety check: Pass | Apache-2.0 | |
| Django Storages for S3Jeffallan/claude-skills | 12k | — | ~1.9k | Automated safety check: Pass | MIT | |
| Neon Object Storageneondatabase/agent-skills | 100 | — | ~3.5k | Automated safety check: Notes | Apache-2.0 | |
| AWS S3sickn33/agentic-awesome-skills | 47k | 2 repos | ~3.1k | Automated safety check: Pass | MIT | |
| S3itsmostafa/aws-agent-skills | 1.2k | — | ~2.3k | Automated safety check: Pass | MIT |
aws/agent-toolkit-for-aws
Deploy an event-driven workflow that routes S3 uploads to either Lambda or Fargate via Step Functions based on file size.
Jeffallan/claude-skills
Sets up Django 4.2+ to keep static and media files on AWS S3 through django-storages, with public and private backends, presigned URLs and CloudFront.
neondatabase/agent-skills
S3-compatible object storage that branches with your Neon project, so files and the database stay in sync across every branch.
sickn33/agentic-awesome-skills
Configure S3 buckets, policies, and lifecycle rules. An agent skill from sickn33/agentic-awesome-skills.
itsmostafa/aws-agent-skills
AWS S3 object storage for bucket management, object operations, and access control.
mukul975/Anthropic-Cybersecurity-Skills
Provides step-by-step procedures for remediating Amazon S3 bucket misconfigurations that expose sensitive data: enabling S3 Block Public Access, auditing bucket policies and ACLs, enforcing…
giuseppe-trisciuoglio/developer-kit
Generates complete CRUD modules for NestJS applications with Drizzle ORM.
giuseppe-trisciuoglio/developer-kit
Provides patterns to configure Spring Boot Actuator for production-grade monitoring, health probes, secured management endpoints, and Micrometer metrics across JVM services.
giuseppe-trisciuoglio/developer-kit
Provides and generates complete CRUD workflows for Spring Boot 3 services.
giuseppe-trisciuoglio/developer-kit
Provides JWT authentication and authorization patterns for Spring Boot 3.5.x covering token generation with JJWT, Bearer/cookie authentication, database/OAuth2 integration, and RBAC/permission-based…
giuseppe-trisciuoglio/developer-kit
Provides advanced AWS CLI patterns for managing EC2, Lambda, S3, DynamoDB, RDS, VPC, IAM, and CloudWatch.
giuseppe-trisciuoglio/developer-kit
Posts review findings from a JSON file as inline comments on a GitHub Pull Request, attaching each comment to its file and line.
Works with
Categories
Provides Amazon S3 patterns and examples using AWS SDK for Java 2.x. AWS SDK Java V2 S3 is an agent skill from giuseppe-trisciuoglio/developer-kit.x.
AWS SDK Java V2 S3 fits situations like: working with S3 buckets; uploading/downloading objects; multipart uploads; S3 Transfer Manager.
Run `npx skills add giuseppe-trisciuoglio/developer-kit --skill aws-sdk-java-v2-s3 -a claude-code`. Or copy the skill folder (plugins/developer-kit-java/skills/aws-sdk-java-v2-s3 in giuseppe-trisciuoglio/developer-kit) into .claude/skills/aws-sdk-java-v2-s3 in your project. Claude Code loads it when a task matches its description.
Run `npx skills add giuseppe-trisciuoglio/developer-kit --skill aws-sdk-java-v2-s3 -a codex`. Or copy the skill folder (plugins/developer-kit-java/skills/aws-sdk-java-v2-s3 in giuseppe-trisciuoglio/developer-kit) into .agents/skills/aws-sdk-java-v2-s3 in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add giuseppe-trisciuoglio/developer-kit --skill aws-sdk-java-v2-s3 -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/aws-sdk-java-v2-s3, .gemini/skills/aws-sdk-java-v2-s3, .github/skills/aws-sdk-java-v2-s3 and .opencode/skills/aws-sdk-java-v2-s3 in your project.
SKILL.md names no scripts, command-line tools or credentials: AWS SDK Java V2 S3 is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Write, Edit, Bash, Glob, Grep.
SKILL.md names 2 domains. As links in the text: docs.aws.amazon.com and sdk.amazonaws.com. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. Review the folder before installing.
AWS SDK Java V2 S3 is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.4k tokens (SKILL.md is roughly 9.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 13k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with AWS SDK Java V2 S3: Processing S3 Uploads With Step Functions (aws/agent-toolkit-for-aws, 2.8k stars), Django Storages for S3 (Jeffallan/claude-skills, 12k stars), Neon Object Storage (neondatabase/agent-skills, 100 stars) and AWS S3 (sickn33/agentic-awesome-skills, 47k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
giuseppe-trisciuoglio (a GitHub user) maintains it in giuseppe-trisciuoglio/developer-kit, which has 356 GitHub stars. The repository holds 115 skills in this directory. The repository was last updated on September 10, 2026.
Source: giuseppe-trisciuoglio/developer-kit on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.