Azure Cloud Migrate
microsoft/GitHub-Copilot-for-Azure
Assess and migrate cross-cloud workloads to Azure with reports and code conversion.
Provides AWS Lambda patterns using AWS SDK for Java 2.x. An agent skill from giuseppe-trisciuoglio/developer-kit.
$ npx skills add giuseppe-trisciuoglio/developer-kit --skill aws-sdk-java-v2-lambda -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install giuseppe-trisciuoglio/developer-kit aws-sdk-java-v2-lambda --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-lambda .claude/skills/aws-sdk-java-v2-lambda && 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-lambda" agent skill from https://github.com/giuseppe-trisciuoglio/developer-kit/tree/main/plugins/developer-kit-java/skills/aws-sdk-java-v2-lambda into .claude/skills/aws-sdk-java-v2-lambda/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aws-sdk-java-v2-lambda", 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-lambdaType 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-lambda -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install giuseppe-trisciuoglio/developer-kit aws-sdk-java-v2-lambda --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-lambda .agents/skills/aws-sdk-java-v2-lambda && 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-lambda" agent skill from https://github.com/giuseppe-trisciuoglio/developer-kit/tree/main/plugins/developer-kit-java/skills/aws-sdk-java-v2-lambda into .agents/skills/aws-sdk-java-v2-lambda/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aws-sdk-java-v2-lambda", 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-lambda -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install giuseppe-trisciuoglio/developer-kit aws-sdk-java-v2-lambda --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-lambda .cursor/skills/aws-sdk-java-v2-lambda && 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-lambda" agent skill from https://github.com/giuseppe-trisciuoglio/developer-kit/tree/main/plugins/developer-kit-java/skills/aws-sdk-java-v2-lambda into .cursor/skills/aws-sdk-java-v2-lambda/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aws-sdk-java-v2-lambda", 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-lambda--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-lambda -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install giuseppe-trisciuoglio/developer-kit aws-sdk-java-v2-lambda --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-lambda .gemini/skills/aws-sdk-java-v2-lambda && 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-lambda" agent skill from https://github.com/giuseppe-trisciuoglio/developer-kit/tree/main/plugins/developer-kit-java/skills/aws-sdk-java-v2-lambda into .gemini/skills/aws-sdk-java-v2-lambda/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aws-sdk-java-v2-lambda", 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-lambdaInstalls 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-lambda -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-lambda .github/skills/aws-sdk-java-v2-lambda && 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-lambda" agent skill from https://github.com/giuseppe-trisciuoglio/developer-kit/tree/main/plugins/developer-kit-java/skills/aws-sdk-java-v2-lambda into .github/skills/aws-sdk-java-v2-lambda/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aws-sdk-java-v2-lambda", 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-lambda -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-lambda --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-lambda .opencode/skills/aws-sdk-java-v2-lambda && 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-lambda" agent skill from https://github.com/giuseppe-trisciuoglio/developer-kit/tree/main/plugins/developer-kit-java/skills/aws-sdk-java-v2-lambda into .opencode/skills/aws-sdk-java-v2-lambda/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aws-sdk-java-v2-lambda", 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-lambdaProvides AWS Lambda patterns using AWS SDK for Java 2.x. An agent skill from giuseppe-trisciuoglio/developer-kit.
AWS SDK Java V2 Lambda is an agent skill from giuseppe-trisciuoglio/developer-kit. Provides AWS Lambda patterns using AWS SDK for Java 2.x. Use when invoking Lambda functions, creating/updating functions, managing function configurations, working with Lambda layers, or integrating Lambda with Spring Boot applications.
Its SKILL.md is about 2.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 8 other files, including reference files (for example `references/client-setup.md`, `references/examples.md` and `references/function-management.md`).
It sits in Backend & APIs, covering Serverless and Backend development. It works with AWS Lambda, Java, Amazon Web Services and Spring Boot. 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.
8 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):
github.comsdk.amazonaws.comdocs.aws.amazon.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 Lambda loads about 2.3k tokens when it runs, and up to ~16k if it reads all its reference files. Until then it costs about 65 tokens; SKILL.md has 456 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). 456 words, ~2,310 tokens.
.claude/skills/aws-sdk-java-v2-lambda/SKILL.md (or your agent's skills folder). This skill also uses 7 other files; get the full folder from GitHub.AWS Lambda is a compute service that runs code without managing servers. Use this skill to implement AWS Lambda operations using AWS SDK for Java 2.x in applications and services.
| Operation | SDK Method | Use Case |
|---|---|---|
| Invoke | invoke() | Synchronous/async function invocation |
| List Functions | listFunctions() | Get all Lambda functions |
| Get Config | getFunction() | Retrieve function configuration |
| Create Function | createFunction() | Create new Lambda function |
| Update Code | updateFunctionCode() | Deploy new function code |
| Update Config | updateFunctionConfiguration() | Modify settings (timeout, memory, env vars) |
| Delete Function | deleteFunction() | Remove Lambda function |
Include Lambda SDK dependency in pom.xml:
<dependency>
<groupId>software.amazon.awssdk</groupId>
<artifactId>lambda</artifactId>
</dependency>See client-setup.md for complete setup.
Instantiate LambdaClient with proper configuration:
LambdaClient lambdaClient = LambdaClient.builder()
.region(Region.US_EAST_1)
.build();For async operations, use LambdaAsyncClient.
Synchronous invocation:
InvokeRequest request = InvokeRequest.builder()
.functionName("my-function")
.payload(SdkBytes.fromUtf8String(payload))
.build();
InvokeResponse response = lambdaClient.invoke(request);
return response.payload().asUtf8String();See invocation-patterns.md for patterns.
Parse response payloads and check for errors:
if (response.functionError() != null) {
throw new LambdaInvocationException("Lambda error: " + response.functionError());
}
String result = response.payload().asUtf8String();Create, update, or delete Lambda functions:
// Create
CreateFunctionRequest createRequest = CreateFunctionRequest.builder()
.functionName("my-function")
.runtime(Runtime.JAVA17)
.role(roleArn)
.code(code)
.build();
lambdaClient.createFunction(createRequest);
// Verify function is active before proceeding
GetFunctionRequest getRequest = GetFunctionRequest.builder()
.functionName("my-function")
.build();
GetFunctionResponse getResponse = lambdaClient.getFunction(getRequest);
if (!"Active".equals(getResponse.configuration().state())) {
throw new IllegalStateException("Function not active: " + getResponse.configuration().stateReason());
}
// Update code
UpdateFunctionCodeRequest updateCodeRequest = UpdateFunctionCodeRequest.builder()
.functionName("my-function")
.zipFile(SdkBytes.fromByteArray(zipBytes))
.build();
lambdaClient.updateFunctionCode(updateCodeRequest);
// Wait for deployment to complete
Waiter<GetFunctionConfigurationRequest> waiter = lambdaClient.waiter();
waiter.waitUntilFunctionUpdatedActive(GetFunctionConfigurationRequest.builder()
.functionName("my-function")
.build());See function-management.md for complete patterns.
Set environment variables and concurrency limits:
Environment env = Environment.builder()
.variables(Map.of(
"DB_URL", "jdbc:postgresql://db",
"LOG_LEVEL", "INFO"
))
.build();
UpdateFunctionConfigurationRequest configRequest = UpdateFunctionConfigurationRequest.builder()
.functionName("my-function")
.environment(env)
.timeout(60)
.memorySize(512)
.build();
lambdaClient.updateFunctionConfiguration(configRequest);Configure Lambda beans and services:
@Configuration
public class LambdaConfiguration {
@Bean
public LambdaClient lambdaClient() {
return LambdaClient.builder()
.region(Region.US_EAST_1)
.build();
}
}
@Service
public class LambdaInvokerService {
public <T, R> R invoke(String functionName, T request, Class<R> responseType) {
// Implementation
}
}See spring-boot-integration.md for complete integration.
Use mocks or LocalStack for development testing.
See testing.md for testing patterns.
public String invokeFunction(LambdaClient client, String functionName, String payload) {
InvokeRequest request = InvokeRequest.builder()
.functionName(functionName)
.payload(SdkBytes.fromUtf8String(payload))
.build();
InvokeResponse response = client.invoke(request);
if (response.functionError() != null) {
throw new RuntimeException("Lambda error: " + response.functionError());
}
return response.payload().asUtf8String();
}public void invokeAsync(LambdaClient client, String functionName, Map<String, Object> event) {
String jsonPayload = new ObjectMapper().writeValueAsString(event);
InvokeRequest request = InvokeRequest.builder()
.functionName(functionName)
.invocationType(InvocationType.EVENT)
.payload(SdkBytes.fromUtf8String(jsonPayload))
.build();
client.invoke(request);
}@Service
public class LambdaService {
private final LambdaClient lambdaClient;
public UserResponse processUser(UserRequest request) {
String payload = objectMapper.writeValueAsString(request);
InvokeResponse response = lambdaClient.invoke(
InvokeRequest.builder()
.functionName("user-processor")
.payload(SdkBytes.fromUtf8String(payload))
.build()
);
return objectMapper.readValue(
response.payload().asUtf8String(),
UserResponse.class
);
}
}See examples.md for more examples.
LambdaClient/LambdaAsyncClient once; they are thread-safeLambdaAsyncClient with CompletableFutureActive after create/update operationsRuntime.JAVA17 or newer for improved cold start performanceaws-sdk-java-v2-core — Core AWS SDK patterns and client configurationspring-boot-dependency-injection — Spring dependency injection best practicesunit-test-service-layer — Service testing patterns with Mockitospring-boot-actuator — Production monitoring and health checks© 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 7 other files (references) in plugins/developer-kit-java/skills/aws-sdk-java-v2-lambda of giuseppe-trisciuoglio/developer-kit.
Open the folder on GitHubat commit fe73fb3
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in giuseppe-trisciuoglio/developer-kit, which our catalogue first saw on October 7, 2026.
AWS SDK Java V2 Lambda 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 Lambda this skillgiuseppe-trisciuoglio/developer-kit | 355 | 1 repos | ~2.3k | Automated safety check: Notes | MIT | |
| Azure Cloud Migratemicrosoft/GitHub-Copilot-for-Azure | 255 | 1 repos | ~1.1k | Automated safety check: Pass | MIT | |
| AWS Serverless Edazxkane/aws-skills | 367 | 4 repos | ~3.2k | Automated safety check: Pass | MIT | |
| Spring Bootpiomin/claude-ai-spring-boot | 1.3k | — | ~2k | Automated safety check: Pass | Apache-2.0 | |
| Dr Jskilljdubois/dr-jskill | 342 | — | ~4.6k | Automated safety check: Notes | Apache-2.0 | |
| WxJava Integration Guidebinarywang/WxJava | 33k | — | ~123 | Automated safety check: Pass | Apache-2.0 |
microsoft/GitHub-Copilot-for-Azure
Assess and migrate cross-cloud workloads to Azure with reports and code conversion.
zxkane/aws-skills
AWS serverless and event-driven architecture expert based on Well-Architected Framework.
piomin/claude-ai-spring-boot
Spring Boot 3.x development - REST APIs, JPA, Security, Testing, and Cloud-native patterns.
jdubois/dr-jskill
Creates Java + Spring Boot projects: Web applications, full-stack apps with Vue.js or Angular or React or vanilla JS, PostgreSQL, REST APIs, and Docker.
binarywang/WxJava
Plans a WxJava setup for Java, Spring Boot or Solon projects that call WeChat services, from module and BOM choice to config and a minimal working call.
sunkaifei/FlyCms
FlyCms 项目(backend/ Spring Boot 4.1.1 + frontend/ vue-vben-admin v5)的架构地图与开发规范总纲。凡在本仓库做任何开发——写后端接口、新增/修改模块、管理页面、数据库变更、修 bug、重构——都要先加载本 skill 再动手,即使用户只说"改一下""加个功能";前端登录/菜单/权限专项另见…
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
Posts review findings from a JSON file as inline comments on a GitHub Pull Request, attaching each comment to its file and line.
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 AWS Secrets Manager patterns for AWS SDK for Java 2.x, including secret retrieval, caching, rotation-aware access, and Spring Boot integration.
Categories
Provides AWS Lambda patterns using AWS SDK for Java 2.x. An agent skill from giuseppe-trisciuoglio/developer-kit. AWS SDK Java V2 Lambda is an agent skill from giuseppe-trisciuoglio/developer-kit.x.
AWS SDK Java V2 Lambda fits situations like: invoking Lambda functions; creating/updating functions; managing function configurations; working with Lambda layers.
Run `npx skills add giuseppe-trisciuoglio/developer-kit --skill aws-sdk-java-v2-lambda -a claude-code`. Or copy the skill folder (plugins/developer-kit-java/skills/aws-sdk-java-v2-lambda in giuseppe-trisciuoglio/developer-kit) into .claude/skills/aws-sdk-java-v2-lambda 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-lambda -a codex`. Or copy the skill folder (plugins/developer-kit-java/skills/aws-sdk-java-v2-lambda in giuseppe-trisciuoglio/developer-kit) into .agents/skills/aws-sdk-java-v2-lambda 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-lambda -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-lambda, .gemini/skills/aws-sdk-java-v2-lambda, .github/skills/aws-sdk-java-v2-lambda and .opencode/skills/aws-sdk-java-v2-lambda in your project.
SKILL.md names no scripts, command-line tools or credentials: AWS SDK Java V2 Lambda is instructions for the agent only. Its frontmatter pre-approves these tools: Read, Write, Edit, Bash, Glob, Grep.
SKILL.md names 3 domains. As links in the text: github.com, sdk.amazonaws.com and docs.aws.amazon.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 Lambda is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.3k tokens (SKILL.md is roughly 9.2k 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 14k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with AWS SDK Java V2 Lambda: Azure Cloud Migrate (microsoft/GitHub-Copilot-for-Azure, 255 stars), AWS Serverless Eda (zxkane/aws-skills, 367 stars), Spring Boot (piomin/claude-ai-spring-boot, 1.3k stars) and Dr Jskill (jdubois/dr-jskill, 342 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 355 GitHub stars. The repository holds 117 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.