aws/agent-toolkit-for-aws

2004

aws-iam Official Provides verified corrections for IAM behaviors that AI agents frequently get wrong — policy evaluation edge cases, t…

aws/agent-toolkit-for-aws

7.8K

2080

aws-serverless Official Builds, deploys, manages, debugs, configures, and optimizes serverless applications on AWS using Lambda, API Gateway,…

aws/agent-toolkit-for-aws

7.4K

2140

aws-observability Official Builds, configures, debugs, and optimizes AWS observability with CloudWatch (Log Insights, Metrics, Alarms, Dashboard…

aws/agent-toolkit-for-aws

7.2K

2193

aws-cdk Official Authors, deploys, and troubleshoots AWS infrastructure using CDK with TypeScript or Python. Covers best practices, st…

aws/agent-toolkit-for-aws

7K

2247

aws-containers Official Builds and deploys containerized workloads on Elastic Kubernetes Service (EKS), Elastic Container Service (ECS), Farg…

aws/agent-toolkit-for-aws

6.8K

2278

aws-billing-and-cost-management Official Analyze AWS costs, find savings, manage budgets, evaluate Savings Plans and Reserved Instances, right-size EC2/Lambda…

aws/agent-toolkit-for-aws

6.6K

2279

aws-cloudformation Official Authors, validates, and troubleshoots AWS CloudFormation templates. Covers template authoring with secure defaults, p…

aws/agent-toolkit-for-aws

6.6K

2312

amazon-bedrock Official Builds generative AI applications on Amazon Bedrock. Covers model invocation (Converse API, InvokeModel), RAG with Kn…

aws/agent-toolkit-for-aws

6.5K

2427

aws-sdk-js-v3-usage Official AWS SDK for JavaScript v3 development patterns. Use when writing JavaScript or TypeScript code that uses AWS services…

aws/agent-toolkit-for-aws

6K

2438

aws-sdk-python-usage Official AWS SDK for Python (boto3/botocore) development patterns. You MUST use this skill when writing Python code that uses …

aws/agent-toolkit-for-aws

6K

2455

aws-messaging-and-streaming Official Guides general use of AWS messaging and streaming services. Covers Amazon SQS, Amazon SNS, Amazon EventBridge, Amazon…

aws/agent-toolkit-for-aws

5.9K

2676

connecting-to-data-source Official Create and troubleshoot AWS Glue connections to JDBC databases (Oracle, SQL Server, PostgreSQL, MySQL, RDS), Redshift…

aws/agent-toolkit-for-aws

5.2K

2691

securing-s3-buckets Official Create and secure S3 buckets following AWS best practices for access control, encryption, monitoring, and remediation…

aws/agent-toolkit-for-aws

5.2K

2754

querying-data-lake Official Execute and manage Athena SQL queries across default and federated catalogs (Glue, S3 Tables, Redshift). Triggers on …

aws/agent-toolkit-for-aws

5K

2758

exploring-data-catalog Official Full inventory and audit of AWS Glue Data Catalog assets across S3 Tables, Redshift-federated, and remote Iceberg cat…

aws/agent-toolkit-for-aws

5K

2759

storing-and-querying-vectors Official Store and query vector embeddings using Amazon S3 Vectors, a cost-effective long-term vector storage service with its…

aws/agent-toolkit-for-aws

5K

2788

creating-data-lake-table Official Create managed Iceberg tables using Amazon S3 Tables (s3tables API namespace) with automatic compaction and snapshot …

aws/agent-toolkit-for-aws

5K

2774

creating-secrets-using-best-practices Official Creates and manages secrets in AWS Secrets Manager following security best practices. Always use this skill when crea…

aws/agent-toolkit-for-aws

5K

2799

finding-data-lake-assets Official Resolve data lake and lakehouse asset references across Glue Data Catalog, S3, S3 Tables, and Redshift. Triggers on: …

aws/agent-toolkit-for-aws

5K

2778

ingesting-into-data-lake Official Import data into the AWS data lake from S3 files, local uploads, JDBC databases (Oracle, SQL Server, PostgreSQL, MySQ…

aws/agent-toolkit-for-aws

5K

2818

connecting-lambda-to-api-gateway Official Connects an existing AWS Lambda function to Amazon API Gateway by creating a REST or HTTP API with resource/method se…

aws/agent-toolkit-for-aws

4.9K

2839

aws-amplify Official Build and deploy full-stack web and mobile apps with AWS Amplify Gen2 (TypeScript code-first). Covers auth (Cognito),…

aws/agent-toolkit-for-aws

4.9K

2857

aws-sdk-swift-usage Official AWS SDK for Swift development patterns. Use when writing Swift code that uses AWS services via aws-sdk-swift package.

aws/agent-toolkit-for-aws

4.9K

2895

troubleshooting-application-failures Official Troubleshoots failing applications by discovering and analyzing CloudWatch log groups to identify error patterns, roo…

aws/agent-toolkit-for-aws

4.8K

2902

connecting-lambda-to-dynamodb Official Connects an AWS Lambda function to DynamoDB with IAM roles, stream event source mapping, and read/write permissions. …

aws/agent-toolkit-for-aws

4.8K

2921

configuring-vpc-endpoints-for-private-aws-service-access Official Configures VPC endpoints (interface and gateway) for private AWS service access using AWS PrivateLink. Use when setti…

aws/agent-toolkit-for-aws

4.8K

2929

debugging-lambda-timeouts Official Debugs AWS Lambda function timeout failures by systematically analyzing function configuration, CloudWatch logs and m…

aws/agent-toolkit-for-aws

4.8K

2928

troubleshooting-s3-files Official Diagnoses and resolves Amazon S3 Files issues including mount failures, permission errors, synchronization problems, …

aws/agent-toolkit-for-aws

4.8K

2936

setting-up-cloudwatch-alarm-notifications Official Sets up notification channels for CloudWatch alarms using SNS topics and subscriptions. Always use this skill when co…

aws/agent-toolkit-for-aws

4.7K

2957

launching-ec2-instance-with-best-practices Official Launches an EC2 instance with secure, cost-efficient defaults including AMI selection, burstable instance sizing, lea…

aws/agent-toolkit-for-aws

4.7K

2962

creating-api-gateway-stage Official Creates an API Gateway stage with CloudWatch logging, X-Ray tracing, throttling, WAF integration, and IAM roles follo…

aws/agent-toolkit-for-aws

4.7K

2994

routing-traffic-with-route53-and-cloudfront Official Configures Amazon Route 53 to route traffic to a CloudFront distribution using a custom domain. Use when setting up D…

aws/agent-toolkit-for-aws

4.6K

3016

setting-up-ec2-instance-profiles Official Configures EC2 instances to securely call AWS services by creating and attaching IAM roles via instance profiles, eli…

aws/agent-toolkit-for-aws

4.6K

3033

creating-production-vpc-multi-az Official Creates a production-ready VPC with public and private subnets across multiple Availability Zones, including internet…

aws/agent-toolkit-for-aws

4.6K

3071

enabling-lambda-vpc-internet-access Official Enables internet access for AWS Lambda functions deployed in VPC subnets by creating NAT Gateway infrastructure, conf…

aws/agent-toolkit-for-aws

4.5K

3072

aws-transform Official Performs code upgrades, migrations, and transformations using the AWS Transform (ATX) CLI. Use when upgrading languag…

aws/agent-toolkit-for-aws

4.5K

3078

connecting-vpcs-with-peering Official Establishes VPC peering connections between two VPCs for direct private network connectivity. Always use this skill w…

aws/agent-toolkit-for-aws

4.5K

3081

exporting-rds-to-s3 Official Exports Amazon RDS or Aurora database snapshots to Amazon S3 in Apache Parquet format for analytics, backup, or data …

aws/agent-toolkit-for-aws

4.5K

3119

creating-amazon-aurora-db-cluster-with-instances Official Creates a complete Amazon Aurora database cluster with instances, handling cluster creation, instance provisioning, a…

aws/agent-toolkit-for-aws

4.5K

3104

setting-up-cloudtrail-multi-region Official Enables a multi-region AWS CloudTrail trail with S3 log storage, CloudWatch Logs integration, and CloudWatch Logs Ins…

aws/agent-toolkit-for-aws

4.5K

3175

troubleshooting-efs Official Diagnoses and resolves Amazon EFS issues including mount failures, NFS timeouts, permission errors, throughput proble…

aws/agent-toolkit-for-aws

4.4K

3235

signing-in-to-aws Official Gets AWS credentials for CLI/SDK access via `aws login`. Activates when a developer needs to authenticate to AWS for …

aws/agent-toolkit-for-aws

4.3K

3290

aws-cleanrooms Official Troubleshoots and debugs AWS Clean Rooms collaboration issues related to IAM roles, S3 bucket policies, KMS keys, Lak…

aws/agent-toolkit-for-aws

4.2K

3425

aws-lambda-durable-functions Official Builds resilient, long-running, multi-step applications with AWS Lambda durable functions with automatic state persis…

aws/agent-toolkit-for-aws

4K

3468

creating-ec2-image-builder-pipeline Official Creates a complete EC2 Image Builder pipeline that builds a custom AMI with pre-installed software, distributes it to…

aws/agent-toolkit-for-aws

4K

3497

aws-lambda-managed-instances Official Evaluates, configures, and migrates workloads to AWS Lambda Managed Instances (LMI). Runs Lambda functions on EC2 ins…

aws/agent-toolkit-for-aws

3.9K

3514

aws-networking Official Routes AWS networking requests to the correct service skill for implementation. Covers Route 53 (DNS, health checks, …

aws/agent-toolkit-for-aws

3.9K

3597

amazon-aurora-postgresql Official Amazon Aurora PostgreSQL — creates, modifies, and advises on Aurora PostgreSQL clusters specifically (PostgreSQL-comp…

aws/agent-toolkit-for-aws

3.9K

3610

amazon-opensearch-service Official Guides migration, provisioning, search, log-analytics, trace-analytics, and Agentic AI Assistant workflows for Amazon…

aws/agent-toolkit-for-aws

3.9K

3607

aws-lambda-microvms Official Builds, runs, debugs, and operates applications on AWS Lambda MicroVMs — Firecracker-isolated, snapshot-resumable ser…

aws/agent-toolkit-for-aws

3.9K