Amazon Web Services publishes skills that help AI agents work across its cloud services, including troubleshooting connectivity and authentication for Amazon RDS for SQL Server, building generative AI applications on Amazon Bedrock, managing Amazon DocumentDB clusters and migrations, and adding user sign-in with Amazon Cognito. Its catalog also covers resilience planning and failure mode assessments, running release tests, and remediating findings from AWS Security Agent.
Agent Toolkit For Aws
149 skills · 3,419 stars · Apache-2.0
Agent Advisor Entry point for AI-agent work on AWS: pick a runtime, plan a migration for existing workloads, an…
Agents Build Use to extend an existing agent project with memory, app integration, VPC, multi-agent, migration…
Agents Connect Use when connecting your agent to external APIs, tools, or services via Gateway, or restricting t…
Agents Debug Use when your agent or environment is broken — wrong answers, errors, timeouts, tool failures, or…
Agents Deploy Use when deploying your agent to AWS, or when a deploy has failed.
Agents Get Started Use when a developer wants to create a new agent project or get started with AgentCore.
Agents Harden Use when preparing your agent for production — IAM scoping, inbound auth (JWT, SigV4), secrets ma…
Agents Optimize Use when measuring or improving agent quality and performance — set up evaluators, online monitor…
Agents Pay Use when THIS agent needs to pay for x402-protected content at runtime: hitting a paywall mid-tas…
Amazon Aurora Mysql Amazon Aurora MySQL — creates, modifies, and advises on Aurora MySQL clusters specifically (MySQL…
Amazon Aurora Postgresql Amazon Aurora PostgreSQL — creates, modifies, and advises on Aurora PostgreSQL clusters specifica…
Amazon Bedrock Builds generative AI applications on Amazon Bedrock.
Amazon Braket Runs quantum computing workflows on AWS through Amazon Braket — discovering devices (QPUs and sim…
Amazon Documentdb Manages Amazon DocumentDB end-to-end — serverless-on-8.0 cluster setup, TLS/VPC/driver config, fl…
Amazon Dynamodb Designs, reviews, and debugs DynamoDB data layers from design axioms — enumerates access patterns…
Amazon Ec2 Image Builder Creates and automates custom image builds with EC2 Image Builder - Linux, Windows, and macOS AMIs…
Amazon Elasticache Activate when developers have latent caching needs: slow API responses, database read bottlenecks…
Amazon Eventbridge Event Bus Builds, runs, debugs, and operates event-driven applications using EventBridge Event Bus - a mana…
Amazon Keyspaces Provides authoritative compatibility checks, pricing estimates, connection troubleshooting, pre-w…
Amazon Neptune Provides authoritative guidance on Amazon Neptune Database and Neptune Analytics for graph, knowl…
Amazon Opensearch Service Guides migration, provisioning, search, log-analytics, trace-analytics, and Agentic AI Assistant…
Amazon Ses Guides Amazon SES onboarding for domain-based email sending.
Amazon Workspaces Agent Access Connects AI agents to remote Windows desktop applications on Amazon WorkSpaces Applications (AppS…
Analyzing Release Readiness Trigger a pre-merge release readiness review on a GitHub PR, GitLab MR, or local branch.
Arc Region Switch Answers questions about Amazon Application Recovery Controller (ARC) Region switch including arch…
Architect For Startups Startup-tailored AWS architecture advice for non-agent workloads, adjusted to the company's stage…
Aurora Dsql Provisions and manages Aurora DSQL clusters, connects via psql or DSQL Connectors, manages schema…
Authoring Mwaa Workflow Authors and deploys MWAA workflow artifacts: Python Airflow DAGs for provisioned environments or…
Aws Ai Ml Selects, deploys, and customizes AI models on Amazon SageMaker.
Aws Amplify Build and deploy full-stack web and mobile apps with AWS Amplify Gen2 (TypeScript code-first).
Aws Auth Adds user authentication to web and mobile apps with Amazon Cognito (user pools and identity pool…
Aws Billing And Cost Management Analyze AWS costs, find savings, manage budgets, evaluate Savings Plans and
Reserved Instances, r…
Aws Blocks Guides building full-stack applications with AWS Blocks — an Infrastructure-from-Code framework.
Aws Cdk Authors, deploys, and troubleshoots AWS infrastructure using CDK with TypeScript or Python.
Aws Cleanrooms Troubleshoots and debugs AWS Clean Rooms collaboration issues related to IAM roles, S3 bucket pol…
Aws Cloudformation Authors, validates, and troubleshoots AWS CloudFormation templates.
Aws Compute Provisions, scales, and operates Amazon EC2 virtual-machine workloads: instance-type selection (G…
Aws Containers Builds and deploys containerized workloads on Elastic Kubernetes Service (EKS), Elastic Container…
Aws Database Routes any task involving AWS databases — choosing, comparing, recommending, getting started with…
Aws Deployment Configures CI/CD pipelines using AWS CodePipeline, CodeBuild, CodeDeploy, CodeConnections, and Co…
Aws Fault Injection Service Plans, builds, runs, and analyzes fault injection experiments with AWS Fault Injection Service (A…
Aws Iam Provides verified corrections for IAM behaviors that AI agents frequently get wrong — policy eval…
Aws Lambda Durable Functions Builds resilient, long-running, multi-step applications with AWS Lambda durable functions with au…
Aws Lambda Managed Instances Evaluates, configures, and migrates workloads to AWS Lambda Managed Instances (LMI).
Aws Lambda Microvms Builds, runs, debugs, and operates applications on AWS Lambda MicroVMs — Firecracker-isolated, sn…
Aws Lambda Web Functions Creates and deploys Node.js HTTP web applications on AWS Lambda Web Functions.
Aws Marketplace Metering Deploys, queries, and debugs AWS Marketplace usage-based (PAYG) metering — the pipeline (ResolveC…
Aws Messaging And Streaming Guides general use of AWS messaging and streaming services.