Agent skill

AWS Lambda Typescript Integration

by giuseppe-trisciuoglio in giuseppe-trisciuoglio/developer-kit

Provides AWS Lambda integration patterns for TypeScript with cold start optimization.

MITAuto-check: notesBackend & APIs

Install AWS Lambda Typescript Integration

skills CLI
$ npx skills add giuseppe-trisciuoglio/developer-kit --skill aws-lambda-typescript-integration -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install giuseppe-trisciuoglio/developer-kit aws-lambda-typescript-integration --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ 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-src

Use ~/.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/

Facts

Skill name
aws-lambda-typescript-integration
GitHub stars
356
Token cost
~2.9k tokens
SKILL.md length
843 words
Files
8 (incl. references)
Skills in repo
115
Repo updated
First seen
Licence
MIT

At a glance

Provides AWS Lambda integration patterns for TypeScript with cold start optimization.

  • Works in 3 steps: Choose Your Approach → Project Structure → Implementation Examples
  • Deploying TypeScript Lambda functions
  • SKILL.md covers Overview, When to Use, Instructions and Core Concepts, plus 6 more sections
  • Calls npm and aws

What it does

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.

When your agent uses it

  • Deploying TypeScript Lambda functions
  • Choosing between NestJS framework and raw TypeScript approaches
  • Optimizing cold starts
  • Configuring API Gateway

Example prompts

  • “create lambda typescript”
  • “deploy typescript lambda”
  • “nestjs lambda aws”
  • “/aws-lambda-typescript-integration”

Requirements

  • Node.js
  • Pre-approved tools (allowed-tools): Read, Write, Edit, Glob, Grep, Bash

Workflow steps

3 steps, taken from the step headings in SKILL.md.

  1. Choose Your Approach
  2. Project Structure
  3. Implementation Examples

What it can do on your machine

Read from SKILL.md and the folder at commit fe73fb3. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Read
    • Write
    • Edit
    • Glob
    • Grep
    • Bash

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • npm
    • aws

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    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.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

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.

Always · name and description, kept in context so the agent knows when to use it
~130
When it runs · the whole SKILL.md, loaded when a task matches
~2.9k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~29k

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.

Safety

Auto-check: notes

The automated check noted patterns worth knowing about, such as sudo or a known installer.

  • NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
    allowed-tools: Read, Write, Edit, Glob, Grep, Bash

Automated 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.

SKILL.md

The full file from giuseppe-trisciuoglio/developer-kit at commit fe73fb3, republished under its MIT licence (© giuseppe-trisciuoglio). 843 words, ~2,871 tokens.

Download SKILL.mdSave it as .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.
name
aws-lambda-typescript-integration
description
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".
allowed-tools
Read, Write, Edit, Glob, Grep, Bash

AWS Lambda TypeScript Integration

Patterns for creating high-performance AWS Lambda functions in TypeScript with optimized cold starts.

Overview

Two approaches for TypeScript Lambda:

  1. NestJS Framework - Dependency injection, modular architecture, larger bundle (100KB+)
  2. Raw TypeScript - Minimal overhead, smaller bundle (<50KB), maximum control

Both support API Gateway and ALB integration.

When to Use

  • Creating new Lambda functions in TypeScript
  • Optimizing cold start performance
  • Choosing between NestJS and minimal TypeScript
  • Configuring API Gateway or ALB integration
  • Setting up CI/CD for TypeScript Lambda

Instructions

1. Choose Your Approach
ApproachCold StartBundle SizeBest ForComplexity
NestJS< 500msLarger (100KB+)Complex APIs, enterprise apps, DI neededMedium
Raw TypeScript< 100msSmaller (< 50KB)Simple handlers, microservices, minimal depsLow
2. Project Structure
NestJS Structure
my-nestjs-lambda/
├── src/
│   ├── app.module.ts
│   ├── main.ts
│   ├── lambda.ts           # Lambda entry point
│   └── modules/
│       └── api/
├── package.json
├── tsconfig.json
└── serverless.yml
Raw TypeScript Structure
my-ts-lambda/
├── src/
│   ├── handlers/
│   │   └── api.handler.ts
│   ├── services/
│   └── utils/
├── dist/                   # Compiled output
├── package.json
├── tsconfig.json
└── template.yaml
3. Implementation Examples

See the References section for detailed implementation guides. Quick examples:

NestJS Handler:

typescript
// 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:

typescript
// 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!' })
  };
};

Core Concepts

Cold Start Optimization

TypeScript cold start depends on bundle size and initialization code. Key strategies:

  1. Lazy Loading - Defer heavy imports until needed
  2. Tree Shaking - Remove unused code from bundle
  3. Minification - Use esbuild or terser for smaller bundles
  4. Instance Caching - Cache initialized services between invocations

See Raw TypeScript Lambda for detailed patterns.

Connection Management

Create clients at module level and reuse:

typescript
// 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
};
Environment Configuration
typescript
// 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');
}

Best Practices

Memory and Timeout Configuration
  • Memory: Start with 512MB for NestJS, 256MB for raw TypeScript
  • Timeout: Set based on cold start + expected processing time
    • NestJS: 10-30 seconds for cold start buffer
    • Raw TypeScript: 3-10 seconds typically sufficient
Dependencies

Keep package.json minimal:

json
{
  "dependencies": {
    "aws-lambda": "^3.1.0",
    "@aws-sdk/client-dynamodb": "^3.450.0"
  },
  "devDependencies": {
    "typescript": "^5.3.0",
    "esbuild": "^0.19.0"
  }
}
Error Handling

Return proper HTTP codes with structured errors:

typescript
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' })
    };
  }
};
Logging

Use structured logging for CloudWatch Insights:

typescript
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 });

Deployment Options

Quick Start

Serverless Framework:

yaml
service: my-typescript-api

provider:
  name: aws
  runtime: nodejs20.x

functions:
  api:
    handler: dist/handler.handler
    events:
      - http:
          path: /{proxy+}
          method: ANY

AWS SAM:

yaml
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: ANY
Deployment Validation

Pre-deploy checks:

  1. Run npm test - verify all tests pass
  2. Run npm run build - confirm TypeScript compiles without errors
  3. Verify bundle size < 50MB (unzipped)
  4. Run serverless invoke local or sam local invoke - test locally

Post-deploy verification:

  1. Run serverless invoke or aws lambda invoke - verify handler executes
  2. Test API endpoint via curl or Postman
  3. Check CloudWatch logs for errors
  4. Verify cold start time meets SLA

For complete deployment configurations including CI/CD, see Serverless Deployment.

Constraints and Warnings

Lambda Limits
  • Deployment package: 250MB unzipped maximum (50MB zipped)
  • Memory: 128MB to 10GB
  • Timeout: 15 minutes maximum
  • Concurrent executions: 1000 default (adjustable)
  • Environment variables: 4KB total size
TypeScript-Specific Considerations
  • Bundle size: TypeScript compiles to JavaScript; use bundlers to minimize size
  • Cold start: Node.js 20.x offers best performance
  • Dependencies: Use Lambda Layers for shared dependencies
  • Native modules: Must be compiled for Amazon Linux 2
Common Pitfalls
  1. Importing heavy libraries at module level - Defer to lazy loading if not always needed
  2. Not bundling dependencies - Include all production dependencies in the package
  3. Missing type definitions - Install @types/aws-lambda for proper event typing
  4. No timeout handling - Use context.getRemainingTimeInMillis() for long operations
Show full SKILL.md (372 more words)Show less
Security Considerations
  • Never hardcode credentials; use IAM roles and environment variables
  • Input Validation for Event Data: All incoming event data (API Gateway request bodies, S3 event objects, SQS message bodies) is untrusted external content; always validate and sanitize before processing to prevent injection attacks
  • Content Sanitization: When processing S3 objects or SQS message payloads, treat the content as untrusted third-party data; apply appropriate validation, schema checks, and sanitization before acting on it
  • Validate all input data
  • Use least privilege IAM policies
  • Enable CloudTrail for audit logging
  • Sanitize logs to avoid leaking sensitive data

References

For detailed guidance on specific topics:

Examples

Example 1: Create a NestJS REST API

Input: Create a TypeScript Lambda REST API using NestJS for a todo application

Process:

  1. Initialize NestJS project with nest new
  2. Install Lambda dependencies: @codegenie/serverless-express, aws-lambda
  3. Create lambda.ts entry point with Express adapter
  4. Configure serverless.yml with API Gateway events
  5. Deploy with Serverless Framework

Validation:

  • Run serverless invoke local -f api - verify handler works
  • Check bundle size < 250MB
  • Test deployed endpoint returns 200 OK

Output: NestJS project with REST API, DynamoDB integration, deployment config

Example 2: Create a Raw TypeScript Lambda

Input: Create a minimal TypeScript Lambda function with optimal cold start

Process:

  1. Set up TypeScript project with esbuild
  2. Create handler with proper AWS types
  3. Configure minimal dependencies
  4. Set up SAM or Serverless deployment
  5. Optimize bundle size with tree shaking

Validation:

  • Run sam local invoke - test locally before deploying
  • Verify bundle < 50KB with du -sh dist/
  • Confirm cold start < 100ms via CloudWatch

Output: Minimal TypeScript Lambda, bundle < 50KB, cold start < 100ms

Example 3: Deploy with GitHub Actions

Input: Configure CI/CD for TypeScript Lambda with SAM

Process:

  1. Create GitHub Actions workflow
  2. Set up Node.js environment
  3. Run tests with Jest
  4. Bundle with esbuild
  5. Deploy with SAM

Validation:

  • Verify CI pipeline runs npm test successfully
  • Confirm sam validate passes in pipeline
  • Check CloudFormation stack created successfully

Output: GitHub Actions workflow, multi-stage pipeline, test automation

Version

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

Files

SKILL.md and 7 other files (references) in plugins/developer-kit-typescript/skills/aws-lambda-typescript-integration of giuseppe-trisciuoglio/developer-kit.

  • SKILL.md
  • references/express-adapter.md
  • references/fastify-adapter.md
  • references/nestjs-lambda.md
  • references/raw-typescript-lambda.md
  • references/serverless-config.md
  • references/serverless-deployment.md
  • references/testing.md

Open the folder on GitHubat commit fe73fb3

Compare with similar skills

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Categories

Questions about AWS Lambda Typescript Integration

What does AWS Lambda Typescript Integration do?

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.

When should I use AWS Lambda Typescript Integration?

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.

How do I install AWS Lambda Typescript Integration in Claude Code?

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.

How do I install AWS Lambda Typescript Integration in Codex?

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.

Can I use AWS Lambda Typescript Integration in Cursor, Gemini CLI or GitHub Copilot?

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.

What does AWS Lambda Typescript Integration need to run?

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.

Does AWS Lambda Typescript Integration access the network?

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.

Is AWS Lambda Typescript Integration safe to install?

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.

What licence does AWS Lambda Typescript Integration use?

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.

How many tokens does AWS Lambda Typescript Integration use?

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.

What are the alternatives to AWS Lambda Typescript Integration?

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.

Who maintains AWS Lambda Typescript Integration?

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.