Agent skill

aws-lambda-functions

Create and deploy serverless functions using AWS Lambda with event sources, permissions, layers, and environment configuration. Use for event-driven computing without managing servers.

Stars 151
Forks 20

Install this agent skill to your Project

npx add-skill https://github.com/aj-geddes/useful-ai-prompts/tree/main/skills/aws-lambda-functions

SKILL.md

AWS Lambda Functions

Table of Contents

  • Overview
  • When to Use
  • Quick Start
  • Reference Guides
  • Best Practices

Overview

AWS Lambda enables you to run code without provisioning or managing servers. Build serverless applications using event-driven triggers, pay only for compute time consumed, and scale automatically with workload.

When to Use

  • API endpoints and webhooks
  • Scheduled batch jobs and data processing
  • Real-time file processing (S3 uploads)
  • Event-driven workflows (SNS, SQS)
  • Microservices and backend APIs
  • Data transformations and ETL jobs
  • IoT and sensor data processing
  • WebSocket connections

Quick Start

Minimal working example:

bash
# Create Lambda execution role
aws iam create-role \
  --role-name lambda-execution-role \
  --assume-role-policy-document '{
    "Version": "2012-10-17",
    "Statement": [{
      "Effect": "Allow",
      "Principal": {"Service": "lambda.amazonaws.com"},
      "Action": "sts:AssumeRole"
    }]
  }'

# Attach basic execution policy
aws iam attach-role-policy \
  --role-name lambda-execution-role \
  --policy-arn arn:aws:iam::aws:policy/service-role/AWSLambdaBasicExecutionRole

# Create function from ZIP
zip function.zip index.js
aws lambda create-function \
  --function-name my-function \
  --runtime nodejs18.x \
  --role arn:aws:iam::ACCOUNT:role/lambda-execution-role \
  --handler index.handler \
  --zip-file fileb://function.zip \
// ... (see reference guides for full implementation)

Reference Guides

Detailed implementations in the references/ directory:

Guide Contents
Basic Lambda Function with AWS CLI Basic Lambda Function with AWS CLI
Lambda Function with Node.js Lambda Function with Node.js
Terraform Lambda Deployment Terraform Lambda Deployment
Lambda with SAM (Serverless Application Model) Lambda with SAM (Serverless Application Model)
Lambda Layers for Code Sharing Lambda Layers for Code Sharing

Best Practices

✅ DO

  • Use environment variables for configuration
  • Implement proper error handling and logging
  • Optimize package size and dependencies
  • Set appropriate timeout and memory
  • Use Lambda Layers for shared code
  • Implement concurrency limits
  • Enable X-Ray tracing for debugging
  • Use reserved concurrency for critical functions

❌ DON'T

  • Store sensitive data in code
  • Create long-running operations (>15 min)
  • Ignore cold start optimization
  • Forget to handle concurrent executions
  • Ignore CloudWatch metrics
  • Use too much memory unnecessarily

Expand your agent's capabilities with these related and highly-rated skills.

aj-geddes/useful-ai-prompts

websocket-implementation

Implement real-time bidirectional communication with WebSockets including connection management, message routing, and scaling. Use when building real-time features, chat systems, live notifications, or collaborative applications.

151 20
Explore
aj-geddes/useful-ai-prompts

refactor-legacy-code

Modernize and improve legacy codebases while maintaining functionality. Use when you need to refactor old code, reduce technical debt, modernize deprecated patterns, or improve code maintainability without breaking existing behavior.

151 20
Explore
aj-geddes/useful-ai-prompts

Sentiment Analysis

Classify text sentiment using NLP techniques, lexicon-based analysis, and machine learning for opinion mining, brand monitoring, and customer feedback analysis

151 20
Explore
aj-geddes/useful-ai-prompts

flask-api-development

Develop lightweight Flask APIs with routing, blueprints, database integration, authentication, and request/response handling. Use when building RESTful APIs, microservices, or lightweight web services with Flask.

151 20
Explore
aj-geddes/useful-ai-prompts

ML Model Explanation

Interpret machine learning models using SHAP, LIME, feature importance, partial dependence, and attention visualization for explainability

151 20
Explore
aj-geddes/useful-ai-prompts

Statistical Hypothesis Testing

Conduct statistical tests including t-tests, chi-square, ANOVA, and p-value analysis for statistical significance, hypothesis validation, and A/B testing

151 20
Explore

Didn't find tool you were looking for?

Be as detailed as possible for better results