AWS Serverless Eda
zxkane/aws-skills
AWS serverless and event-driven architecture expert based on Well-Architected Framework.
Agent skill
by giuseppe-trisciuoglio in giuseppe-trisciuoglio/developer-kit
Provides AWS Lambda integration patterns for TypeScript with cold start optimization.
$ npx skills add giuseppe-trisciuoglio/developer-kit --skill aws-lambda-typescript-integration -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install giuseppe-trisciuoglio/developer-kit aws-lambda-typescript-integration --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-typescript/skills/aws-lambda-typescript-integration .claude/skills/aws-lambda-typescript-integration && 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-lambda-typescript-integration" agent skill from https://github.com/giuseppe-trisciuoglio/developer-kit/tree/main/plugins/developer-kit-typescript/skills/aws-lambda-typescript-integration into .claude/skills/aws-lambda-typescript-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aws-lambda-typescript-integration", 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-typescript/skills/aws-lambda-typescript-integrationType 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-lambda-typescript-integration -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install giuseppe-trisciuoglio/developer-kit aws-lambda-typescript-integration --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-typescript/skills/aws-lambda-typescript-integration .agents/skills/aws-lambda-typescript-integration && 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-lambda-typescript-integration" agent skill from https://github.com/giuseppe-trisciuoglio/developer-kit/tree/main/plugins/developer-kit-typescript/skills/aws-lambda-typescript-integration into .agents/skills/aws-lambda-typescript-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aws-lambda-typescript-integration", 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-lambda-typescript-integration -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install giuseppe-trisciuoglio/developer-kit aws-lambda-typescript-integration --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-typescript/skills/aws-lambda-typescript-integration .cursor/skills/aws-lambda-typescript-integration && 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-lambda-typescript-integration" agent skill from https://github.com/giuseppe-trisciuoglio/developer-kit/tree/main/plugins/developer-kit-typescript/skills/aws-lambda-typescript-integration into .cursor/skills/aws-lambda-typescript-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aws-lambda-typescript-integration", 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-typescript/skills/aws-lambda-typescript-integration--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-lambda-typescript-integration -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install giuseppe-trisciuoglio/developer-kit aws-lambda-typescript-integration --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-typescript/skills/aws-lambda-typescript-integration .gemini/skills/aws-lambda-typescript-integration && 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-lambda-typescript-integration" agent skill from https://github.com/giuseppe-trisciuoglio/developer-kit/tree/main/plugins/developer-kit-typescript/skills/aws-lambda-typescript-integration into .gemini/skills/aws-lambda-typescript-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aws-lambda-typescript-integration", 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-lambda-typescript-integrationInstalls 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-lambda-typescript-integration -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-typescript/skills/aws-lambda-typescript-integration .github/skills/aws-lambda-typescript-integration && 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-lambda-typescript-integration" agent skill from https://github.com/giuseppe-trisciuoglio/developer-kit/tree/main/plugins/developer-kit-typescript/skills/aws-lambda-typescript-integration into .github/skills/aws-lambda-typescript-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aws-lambda-typescript-integration", 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-lambda-typescript-integration -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-lambda-typescript-integration --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-typescript/skills/aws-lambda-typescript-integration .opencode/skills/aws-lambda-typescript-integration && 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-lambda-typescript-integration" agent skill from https://github.com/giuseppe-trisciuoglio/developer-kit/tree/main/plugins/developer-kit-typescript/skills/aws-lambda-typescript-integration into .opencode/skills/aws-lambda-typescript-integration/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aws-lambda-typescript-integration", 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-lambda-typescript-integrationProvides AWS Lambda integration patterns for TypeScript with cold start optimization.
AWS Lambda Typescript Integration is an agent skill from giuseppe-trisciuoglio/developer-kit. Provides AWS Lambda integration patterns for TypeScript with cold start optimization. Use when creating or deploying TypeScript Lambda functions, choosing between NestJS framework and raw TypeScript approaches, optimizing cold starts, configuring API Gateway or ALB integration, or implementing serverless TypeScript applications. Triggers include "create lambda typescript", "deploy typescript lambda", "nestjs lambda aws", "raw typescript lambda", "aws lambda typescript performance".
Its SKILL.md is about 2.9k tokens, which your agent loads only when the skill is triggered. The skill folder holds 8 other files, including reference files (for example `references/express-adapter.md`, `references/fastify-adapter.md` and `references/nestjs-lambda.md`).
It sits in Backend & APIs, covering Serverless, Microservices and Third-party API integration. It works with AWS Lambda, TypeScript, NestJS and Amazon Web Services. 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.
3 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:
ReadWriteEditGlobGrepBashFrom allowed-tools in the SKILL.md frontmatter.
Shell commands in SKILL.md call:
npmawsFrom the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md. Its commands use npm and aws, which can reach the network depending on how they are called.
From 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 Lambda Typescript Integration loads about 2.9k tokens when it runs, and up to ~29k if it reads all its reference files. Until then it costs about 130 tokens; SKILL.md has 843 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, Glob, Grep, BashAutomated 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). 843 words, ~2,871 tokens.
.claude/skills/aws-lambda-typescript-integration/SKILL.md (or your agent's skills folder). This skill also uses 7 other files; get the full folder from GitHub.Patterns for creating high-performance AWS Lambda functions in TypeScript with optimized cold starts.
Two approaches for TypeScript Lambda:
Both support API Gateway and ALB integration.
| Approach | Cold Start | Bundle Size | Best For | Complexity |
|---|---|---|---|---|
| NestJS | < 500ms | Larger (100KB+) | Complex APIs, enterprise apps, DI needed | Medium |
| Raw TypeScript | < 100ms | Smaller (< 50KB) | Simple handlers, microservices, minimal deps | Low |
my-nestjs-lambda/
├── src/
│ ├── app.module.ts
│ ├── main.ts
│ ├── lambda.ts # Lambda entry point
│ └── modules/
│ └── api/
├── package.json
├── tsconfig.json
└── serverless.ymlmy-ts-lambda/
├── src/
│ ├── handlers/
│ │ └── api.handler.ts
│ ├── services/
│ └── utils/
├── dist/ # Compiled output
├── package.json
├── tsconfig.json
└── template.yamlSee the References section for detailed implementation guides. Quick examples:
NestJS Handler:
// lambda.ts
import { NestFactory } from '@nestjs/core';
import { ExpressAdapter } from '@nestjs/platform-express';
import serverlessExpress from '@codegenie/serverless-express';
import { Context, Handler } from 'aws-lambda';
import express from 'express';
import { AppModule } from './src/app.module';
let cachedServer: Handler;
async function bootstrap(): Promise<Handler> {
const expressApp = express();
const adapter = new ExpressAdapter(expressApp);
const nestApp = await NestFactory.create(AppModule, adapter);
await nestApp.init();
return serverlessExpress({ app: expressApp });
}
export const handler: Handler = async (event: any, context: Context) => {
if (!cachedServer) {
cachedServer = await bootstrap();
}
return cachedServer(event, context);
};Raw TypeScript Handler:
// src/handlers/api.handler.ts
import { APIGatewayProxyEvent, APIGatewayProxyResult, Context } from 'aws-lambda';
export const handler = async (
event: APIGatewayProxyEvent,
context: Context
): Promise<APIGatewayProxyResult> => {
return {
statusCode: 200,
headers: { 'Content-Type': 'application/json' },
body: JSON.stringify({ message: 'Hello from TypeScript Lambda!' })
};
};TypeScript cold start depends on bundle size and initialization code. Key strategies:
See Raw TypeScript Lambda for detailed patterns.
Create clients at module level and reuse:
// GOOD: Initialize once, reuse across invocations
import { DynamoDBClient } from '@aws-sdk/client-dynamodb';
const dynamoClient = new DynamoDBClient({ region: process.env.AWS_REGION });
export const handler = async (event: APIGatewayProxyEvent) => {
// Use dynamoClient - already initialized
};// src/config/env.config.ts
export const env = {
region: process.env.AWS_REGION || 'us-east-1',
tableName: process.env.TABLE_NAME || '',
debug: process.env.DEBUG === 'true',
};
// Validate required variables
if (!env.tableName) {
throw new Error('TABLE_NAME environment variable is required');
}Keep package.json minimal:
{
"dependencies": {
"aws-lambda": "^3.1.0",
"@aws-sdk/client-dynamodb": "^3.450.0"
},
"devDependencies": {
"typescript": "^5.3.0",
"esbuild": "^0.19.0"
}
}Return proper HTTP codes with structured errors:
export const handler = async (event: APIGatewayProxyEvent): Promise<APIGatewayProxyResult> => {
try {
const result = await processEvent(event);
return {
statusCode: 200,
headers: { 'Content-Type': 'application/json' },
body: JSON.stringify(result)
};
} catch (error) {
console.error('Error processing request:', error);
return {
statusCode: 500,
headers: { 'Content-Type': 'application/json' },
body: JSON.stringify({ error: 'Internal server error' })
};
}
};Use structured logging for CloudWatch Insights:
const log = (level: string, message: string, meta?: object) => {
console.log(JSON.stringify({
level,
message,
timestamp: new Date().toISOString(),
...meta
}));
};
log('info', 'Request processed', { requestId: context.awsRequestId });Serverless Framework:
service: my-typescript-api
provider:
name: aws
runtime: nodejs20.x
functions:
api:
handler: dist/handler.handler
events:
- http:
path: /{proxy+}
method: ANYAWS SAM:
AWSTemplateFormatVersion: '2010-09-09'
Transform: AWS::Serverless-2016-10-31
Resources:
ApiFunction:
Type: AWS::Serverless::Function
Properties:
CodeUri: dist/
Handler: handler.handler
Runtime: nodejs20.x
Events:
ApiEvent:
Type: Api
Properties:
Path: /{proxy+}
Method: ANYPre-deploy checks:
npm test - verify all tests passnpm run build - confirm TypeScript compiles without errorsserverless invoke local or sam local invoke - test locallyPost-deploy verification:
serverless invoke or aws lambda invoke - verify handler executesFor complete deployment configurations including CI/CD, see Serverless Deployment.
@types/aws-lambda for proper event typingcontext.getRemainingTimeInMillis() for long operationsFor detailed guidance on specific topics:
Input: Create a TypeScript Lambda REST API using NestJS for a todo application
Process:
nest new@codegenie/serverless-express, aws-lambdalambda.ts entry point with Express adapterserverless.yml with API Gateway eventsValidation:
serverless invoke local -f api - verify handler worksOutput: NestJS project with REST API, DynamoDB integration, deployment config
Input: Create a minimal TypeScript Lambda function with optimal cold start
Process:
Validation:
sam local invoke - test locally before deployingdu -sh dist/Output: Minimal TypeScript Lambda, bundle < 50KB, cold start < 100ms
Input: Configure CI/CD for TypeScript Lambda with SAM
Process:
Validation:
npm test successfullysam validate passes in pipelineOutput: GitHub Actions workflow, multi-stage pipeline, test automation
Version: 1.0.0
© 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-typescript/skills/aws-lambda-typescript-integration of giuseppe-trisciuoglio/developer-kit.
Open the folder on GitHubat commit fe73fb3
AWS Lambda Typescript Integration 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 Lambda Typescript Integration this skillgiuseppe-trisciuoglio/developer-kit | 356 | — | ~2.9k | Automated safety check: Notes | MIT | |
| AWS Serverless Edazxkane/aws-skills | 367 | 4 repos | ~3.2k | Automated safety check: Pass | MIT | |
| AWS Lambda Durable Functionsawslabs/agent-plugins | 915 | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| AWS Step Functionsaws/agent-toolkit-for-aws | 2.8k | — | ~3.4k | Automated safety check: Pass | Apache-2.0 | |
| Deploying Custom Domain REST APIaws/agent-toolkit-for-aws | 2.8k | — | ~4.8k | Automated safety check: Pass | Apache-2.0 | |
| AWS Lambda Durable Functionsaws/agent-toolkit-for-aws | 2.8k | — | ~2.3k | Automated safety check: Pass | Apache-2.0 |
zxkane/aws-skills
AWS serverless and event-driven architecture expert based on Well-Architected Framework.
awslabs/agent-plugins
Build resilient, long-running, multi-step applications with AWS Lambda durable functions with automatic state persistence, retry logic, and orchestration for long-running executions.
aws/agent-toolkit-for-aws
Authors and edits AWS Step Functions state machines: writes Amazon States Language (ASL) in JSONata, and chooses and structures state types (Task, Choice, Map, Parallel, Pass, Wait, Succeed, Fail).
aws/agent-toolkit-for-aws
Deploys a Regional REST API with a custom domain name, a Lambda backend function, and a request-based Lambda authorizer using AWS CLI.
aws/agent-toolkit-for-aws
Builds resilient, long-running, multi-step applications with AWS Lambda durable functions with automatic state persistence, retry logic, and orchestration for long-running executions.
aws/agent-toolkit-for-aws
Builds, deploys, manages, debugs, configures, and optimizes serverless applications on AWS using Lambda, API Gateway, Step Functions, EventBridge, and SAM/CDK.
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.
Categories
Provides AWS Lambda integration patterns for TypeScript with cold start optimization. AWS Lambda Typescript Integration is an agent skill from giuseppe-trisciuoglio/developer-kit. Provides AWS Lambda integration patterns for TypeScript with cold start optimization.
AWS Lambda Typescript Integration fits situations like: deploying TypeScript Lambda functions; choosing between NestJS framework and raw TypeScript approaches; optimizing cold starts; configuring API Gateway.
Run `npx skills add giuseppe-trisciuoglio/developer-kit --skill aws-lambda-typescript-integration -a claude-code`. Or copy the skill folder (plugins/developer-kit-typescript/skills/aws-lambda-typescript-integration in giuseppe-trisciuoglio/developer-kit) into .claude/skills/aws-lambda-typescript-integration in your project. Claude Code loads it when a task matches its description.
Run `npx skills add giuseppe-trisciuoglio/developer-kit --skill aws-lambda-typescript-integration -a codex`. Or copy the skill folder (plugins/developer-kit-typescript/skills/aws-lambda-typescript-integration in giuseppe-trisciuoglio/developer-kit) into .agents/skills/aws-lambda-typescript-integration 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-lambda-typescript-integration -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-lambda-typescript-integration, .gemini/skills/aws-lambda-typescript-integration, .github/skills/aws-lambda-typescript-integration and .opencode/skills/aws-lambda-typescript-integration in your project.
Going by SKILL.md and its folder, AWS Lambda Typescript Integration needs the command-line tools its instructions call (npm and aws). Our summary lists: Node.js. Its frontmatter pre-approves these tools: Read, Write, Edit, Glob, Grep, Bash.
SKILL.md contains no URLs. Its commands use npm, which can reach the network depending on how they are called. 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 Lambda Typescript Integration is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 2.9k tokens (SKILL.md is roughly 11k 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 27k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with AWS Lambda Typescript Integration: AWS Serverless Eda (zxkane/aws-skills, 367 stars), AWS Lambda Durable Functions (awslabs/agent-plugins, 915 stars), AWS Step Functions (aws/agent-toolkit-for-aws, 2.8k stars) and Deploying Custom Domain REST API (aws/agent-toolkit-for-aws, 2.8k 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.