# Aws AI Agent Skills Aws publishes official AI agent skills for its tools, services, and developer workflows. Browse 159 official AI agent skills across 1 Aws repository, with install commands and source links. Official page: https://skillscout.sh/official/aws/ Markdown page: https://skillscout.sh/official/aws/aws_skills_skillscout.md Vendor website: https://amazon.com/aws ## Prompt for your agent Fetch this Markdown manifest as plain text: https://skillscout.sh/official/aws/aws_skills_skillscout.md. If your browser cannot display the Markdown directly, use curl or another text fetcher. Recommend the relevant Aws skills package or packages for my goal, explain which individual skills matter, and wait for my approval. After I approve, install with the npx command. If no project is open, install it as an agent skill I can use later. ## Skills packages ### aws/agent-toolkit-for-aws Covers aws-iam, aws-serverless, aws-observability, aws-cdk, aws-containers, aws-billing-and-cost-management. Builds, deploys, manages, debugs, configures, and optimizes serverless applications on AWS using Lambda, API Gateway, Step Functions, EventBridge, and SAM/CDK. Covers cold starts, CORS debugging, event source mappings, troubleshooting, concurrency, SnapStart, Powertools, function URLs, EventBridge Scheduler, Lambda layers, and production readiness. Triggers on mentions of Lambda, API Gateway, Step Functions, SAM templates, CDK serverless stacks, DynamoDB stream triggers, SQS event sources, cold starts, timeouts, 502/504 errors, throttling, concurrency, CORS, Powertools, or any event-driven architecture on AWS, even without the word "serverless." Does not apply to EC2, ECS/Fargate containers, or Amplify hosting. Builds, configures, debugs, and optimizes AWS observability with CloudWatch (Log Insights, Metrics, Alarms, Dashboards, EMF), X-Ray, CloudTrail, and ADOT (AWS Distro for OpenTelemetry), AND enables/onboards services to Application Signals using ADOT auto-instrumentation SDKs. Covers Log Insights queries, alarms (metric, composite, anomaly), dashboards, custom metrics/EMF, X-Ray tracing and sampling, ADOT collector config, CloudTrail auditing, and end-to-end Application Signals enablement via ADOT SDKs (CloudWatch Observability EKS add-on, CloudWatch Agent IAM, OTLP endpoints, ServiceEvents, Dynamic Instrumentation), breakpoint and snapshot in Dynamic Instrumentation, live data capture in running service, debug without redeploying. Applies to CloudWatch, alarms, dashboards, EMF, X-Ray, traces, CloudTrail, ADOT, monitoring, synthetics/canaries, OR enabling/onboarding/instrumenting a service for Application Signals. Not for app logging or security threat detection. Install: ```bash npx skills add aws/agent-toolkit-for-aws -y ``` Source: https://github.com/aws/agent-toolkit-for-aws ## Individual skills ### aws-iam Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@aws-iam -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/plugins/aws-core/skills/aws-iam ### aws-serverless Builds, deploys, manages, debugs, configures, and optimizes serverless applications on AWS using Lambda, API Gateway, Step Functions, EventBridge, and SAM/CDK. Covers cold starts, CORS debugging, event source mappings, troubleshooting, concurrency, SnapStart, Powertools, function URLs, EventBridge Scheduler, Lambda layers, and production readiness. Triggers on mentions of Lambda, API Gateway, Step Functions, SAM templates, CDK serverless stacks, DynamoDB stream triggers, SQS event sources, cold starts, timeouts, 502/504 errors, throttling, concurrency, CORS, Powertools, or any event-driven architecture on AWS, even without the word "serverless." Does not apply to EC2, ECS/Fargate containers, or Amplify hosting. Install: ```bash npx skills add aws/agent-toolkit-for-aws@aws-serverless -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/plugins/aws-core/skills/aws-serverless ### aws-observability Builds, configures, debugs, and optimizes AWS observability with CloudWatch (Log Insights, Metrics, Alarms, Dashboards, EMF), X-Ray, CloudTrail, and ADOT (AWS Distro for OpenTelemetry), AND enables/onboards services to Application Signals using ADOT auto-instrumentation SDKs. Covers Log Insights queries, alarms (metric, composite, anomaly), dashboards, custom metrics/EMF, X-Ray tracing and sampling, ADOT collector config, CloudTrail auditing, and end-to-end Application Signals enablement via ADOT SDKs (CloudWatch Observability EKS add-on, CloudWatch Agent IAM, OTLP endpoints, ServiceEvents, Dynamic Instrumentation), breakpoint and snapshot in Dynamic Instrumentation, live data capture in running service, debug without redeploying. Applies to CloudWatch, alarms, dashboards, EMF, X-Ray, traces, CloudTrail, ADOT, monitoring, synthetics/canaries, OR enabling/onboarding/instrumenting a service for Application Signals. Not for app logging or security threat detection. Install: ```bash npx skills add aws/agent-toolkit-for-aws@aws-observability -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/plugins/aws-core/skills/aws-observability ### aws-cdk Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@aws-cdk -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/plugins/aws-core/skills/aws-cdk ### aws-containers Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@aws-containers -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/plugins/aws-core/skills/aws-containers ### aws-billing-and-cost-management Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@aws-billing-and-cost-management -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/plugins/aws-core/skills/aws-billing-and-cost-management ### aws-cloudformation Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@aws-cloudformation -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/plugins/aws-core/skills/aws-cloudformation ### amazon-bedrock Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@amazon-bedrock -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/plugins/aws-core/skills/amazon-bedrock ### aws-sdk-js-v3-usage Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@aws-sdk-js-v3-usage -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/plugins/aws-core/skills/aws-sdk-js-v3-usage ### aws-sdk-python-usage Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@aws-sdk-python-usage -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/plugins/aws-core/skills/aws-sdk-python-usage ### aws-messaging-and-streaming Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@aws-messaging-and-streaming -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/plugins/aws-core/skills/aws-messaging-and-streaming ### connecting-to-data-source Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@connecting-to-data-source -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/analytics-skills/connecting-to-data-source ### securing-s3-buckets Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@securing-s3-buckets -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/storage-skills/securing-s3-buckets ### exploring-data-catalog Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@exploring-data-catalog -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/analytics-skills/exploring-data-catalog ### querying-data-lake Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@querying-data-lake -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/analytics-skills/querying-data-lake ### connecting-lambda-to-api-gateway Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@connecting-lambda-to-api-gateway -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/serverless-skills/connecting-lambda-to-api-gateway ### creating-data-lake-table Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@creating-data-lake-table -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/storage-skills/creating-data-lake-table ### creating-secrets-using-best-practices Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@creating-secrets-using-best-practices -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/security-and-identity-skills/creating-secrets-using-best-practices ### finding-data-lake-assets Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@finding-data-lake-assets -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/analytics-skills/finding-data-lake-assets ### ingesting-into-data-lake Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@ingesting-into-data-lake -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/analytics-skills/ingesting-into-data-lake ### storing-and-querying-vectors Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@storing-and-querying-vectors -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/storage-skills/storing-and-querying-vectors ### aws-amplify Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@aws-amplify -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/web-and-mobile-development/aws-amplify ### aws-sdk-swift-usage Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@aws-sdk-swift-usage -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/plugins/aws-core/skills/aws-sdk-swift-usage ### configuring-vpc-endpoints-for-private-aws-service-access Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@configuring-vpc-endpoints-for-private-aws-service-access -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/networking-and-content-delivery-skills/configuring-vpc-endpoints-for-private-aws-service-access ### connecting-lambda-to-dynamodb Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@connecting-lambda-to-dynamodb -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/serverless-skills/connecting-lambda-to-dynamodb ### debugging-lambda-timeouts Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@debugging-lambda-timeouts -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/serverless-skills/debugging-lambda-timeouts ### setting-up-cloudwatch-alarm-notifications Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@setting-up-cloudwatch-alarm-notifications -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/operations-skills/setting-up-cloudwatch-alarm-notifications ### troubleshooting-application-failures Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@troubleshooting-application-failures -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/operations-skills/troubleshooting-application-failures ### troubleshooting-s3-files Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@troubleshooting-s3-files -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/storage-skills/troubleshooting-s3-files ### creating-api-gateway-stage Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@creating-api-gateway-stage -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/serverless-skills/creating-api-gateway-stage ### launching-ec2-instance-with-best-practices Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@launching-ec2-instance-with-best-practices -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/ec2-skills/launching-ec2-instance-with-best-practices ### routing-traffic-with-route53-and-cloudfront Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@routing-traffic-with-route53-and-cloudfront -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/networking-and-content-delivery-skills/routing-traffic-with-route53-and-cloudfront ### aws-transform Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@aws-transform -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/migration-and-modernization-skills/aws-transform ### creating-production-vpc-multi-az Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@creating-production-vpc-multi-az -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/networking-and-content-delivery-skills/creating-production-vpc-multi-az ### enabling-lambda-vpc-internet-access Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@enabling-lambda-vpc-internet-access -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/networking-and-content-delivery-skills/enabling-lambda-vpc-internet-access ### setting-up-ec2-instance-profiles Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@setting-up-ec2-instance-profiles -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/ec2-skills/setting-up-ec2-instance-profiles ### connecting-vpcs-with-peering Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@connecting-vpcs-with-peering -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/networking-and-content-delivery-skills/connecting-vpcs-with-peering ### creating-amazon-aurora-db-cluster-with-instances Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@creating-amazon-aurora-db-cluster-with-instances -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/database-skills/creating-amazon-aurora-db-cluster-with-instances ### exporting-rds-to-s3 Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@exporting-rds-to-s3 -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/database-skills/exporting-rds-to-s3 ### setting-up-cloudtrail-multi-region Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@setting-up-cloudtrail-multi-region -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/operations-skills/setting-up-cloudtrail-multi-region ### troubleshooting-efs Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@troubleshooting-efs -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/storage-skills/troubleshooting-efs ### signing-in-to-aws Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@signing-in-to-aws -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/plugins/aws-core/skills/signing-in-to-aws ### aws-cleanrooms Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@aws-cleanrooms -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/analytics-skills/aws-cleanrooms ### aws-lambda-durable-functions Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@aws-lambda-durable-functions -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/serverless-skills/aws-lambda-durable-functions ### aws-lambda-managed-instances Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@aws-lambda-managed-instances -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/serverless-skills/aws-lambda-managed-instances ### amazon-aurora-postgresql Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@amazon-aurora-postgresql -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/database-skills/amazon-aurora-postgresql ### amazon-opensearch-service Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@amazon-opensearch-service -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/analytics-skills/amazon-opensearch-service ### aws-lambda-microvms Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@aws-lambda-microvms -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/serverless-skills/aws-lambda-microvms ### aws-networking Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@aws-networking -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/plugins/aws-core/skills/aws-networking ### querying-aws-s3 Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@querying-aws-s3 -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/system-table-skills/querying-aws-s3 ### amazon-elasticache Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@amazon-elasticache -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/database-skills/amazon-elasticache ### aws-blocks Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@aws-blocks -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/plugins/aws-core/skills/aws-blocks ### querying-aws-cloudwatch Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@querying-aws-cloudwatch -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/system-table-skills/querying-aws-cloudwatch ### aws-database Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@aws-database -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/plugins/aws-core/skills/aws-database ### amazon-aurora-mysql Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@amazon-aurora-mysql -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/database-skills/amazon-aurora-mysql ### aws-deployment Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@aws-deployment -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/plugins/aws-core/skills/aws-deployment ### cloudfront Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@cloudfront -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/networking-and-content-delivery-skills/cloudfront ### deploying-custom-domain-rest-api Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@deploying-custom-domain-rest-api -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/serverless-skills/deploying-custom-domain-rest-api ### managing-amazon-msk Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@managing-amazon-msk -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/analytics-skills/managing-amazon-msk ### processing-s3-uploads-with-step-functions Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@processing-s3-uploads-with-step-functions -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/serverless-skills/processing-s3-uploads-with-step-functions ### amazon-documentdb Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@amazon-documentdb -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/database-skills/amazon-documentdb ### amazon-keyspaces Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@amazon-keyspaces -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/database-skills/amazon-keyspaces ### aws-compute Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@aws-compute -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/plugins/aws-core/skills/aws-compute ### developing-applications-on-managed-service-for-apache-flink Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@developing-applications-on-managed-service-for-apache-flink -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/analytics-skills/developing-applications-on-managed-service-for-apache-flink ### querying-aws-sagemaker-catalog Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@querying-aws-sagemaker-catalog -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/system-table-skills/querying-aws-sagemaker-catalog ### amazon-dynamodb Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@amazon-dynamodb -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/database-skills/amazon-dynamodb ### rds-db2 Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@rds-db2 -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/database-skills/rds-db2 ### rds-oss Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@rds-oss -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/database-skills/rds-oss ### aws-network-monitoring Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@aws-network-monitoring -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/operations-skills/aws-network-monitoring ### dms-schema-conversion Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@dms-schema-conversion -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/migration-and-modernization-skills/dms-schema-conversion ### migrate-to-msk Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@migrate-to-msk -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/analytics-skills/migrate-to-msk ### aurora-dsql Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@aurora-dsql -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/database-skills/aurora-dsql ### rds-sqlserver Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@rds-sqlserver -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/database-skills/rds-sqlserver ### launch-with-aws Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@launch-with-aws -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/plugins/aws-core/skills/launch-with-aws ### rds-oracle Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@rds-oracle -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/database-skills/rds-oracle ### sitetositevpn Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@sitetositevpn -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/networking-and-content-delivery-skills/sitetositevpn ### timestream-influxdb Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@timestream-influxdb -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/database-skills/timestream-influxdb ### route53 Configures Amazon Route 53 DNS: public and private records, traffic-steering routing policies, health checks, DNS Firewall, Route 53 Profiles, VPC Resolver (also known as Route 53 Resolver) for hybrid and Outposts networks, and Global Resolver. Applicable when the customer wants to point a hostname at a target, split or fail over traffic across endpoints, monitor an endpoint, block malicious domains, centralize DNS across accounts, or resolve private DNS across a hybrid network. Routes to the right per-task procedure in references. Does not cover CloudFront-specific setup (see the route53-cloudfront skill) or non-DNS networking. Install: ```bash npx skills add aws/agent-toolkit-for-aws@route53 -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/networking-and-content-delivery-skills/route53 ### waf Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@waf -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/networking-and-content-delivery-skills/waf ### aws-resilience-lifecycle Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@aws-resilience-lifecycle -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/resilience-skills/aws-resilience-lifecycle ### directconnect Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@directconnect -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/networking-and-content-delivery-skills/directconnect ### shieldadvanced Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@shieldadvanced -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/networking-and-content-delivery-skills/shieldadvanced ### transitgateway Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@transitgateway -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/networking-and-content-delivery-skills/transitgateway ### arc-region-switch Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@arc-region-switch -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/resilience-skills/arc-region-switch ### aws-auth Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@aws-auth -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/plugins/aws-core/skills/aws-auth ### migrating-to-amazon-redshift Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@migrating-to-amazon-redshift -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/analytics-skills/migrating-to-amazon-redshift ### recovery-controller-setup Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@recovery-controller-setup -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/resilience-skills/recovery-controller-setup ### resilience-hub-failure-mode-assessment Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@resilience-hub-failure-mode-assessment -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/resilience-skills/resilience-hub-failure-mode-assessment ### resilience-hub-getting-started Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@resilience-hub-getting-started -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/resilience-skills/resilience-hub-getting-started ### resilience-hub-multi-account Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@resilience-hub-multi-account -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/resilience-skills/resilience-hub-multi-account ### resilience-program-design Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@resilience-program-design -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/resilience-skills/resilience-program-design ### aws-step-functions Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@aws-step-functions -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/serverless-skills/aws-step-functions ### aws-security Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@aws-security -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/plugins/aws-core/skills/aws-security ### aws-ai-ml Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@aws-ai-ml -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/plugins/aws-core/skills/aws-ai-ml ### agents-build Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@agents-build -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/plugins/aws-agents/skills/agents-build ### agents-connect Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@agents-connect -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/plugins/aws-agents/skills/agents-connect ### agents-debug Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@agents-debug -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/plugins/aws-agents/skills/agents-debug ### agents-deploy Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@agents-deploy -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/plugins/aws-agents/skills/agents-deploy ### agents-get-started Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@agents-get-started -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/plugins/aws-agents/skills/agents-get-started ### agents-harden Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@agents-harden -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/plugins/aws-agents/skills/agents-harden ### agents-optimize Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@agents-optimize -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/plugins/aws-agents/skills/agents-optimize ### redshift-guide Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@redshift-guide -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/analytics-skills/redshift-guide ### amazon-ses Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@amazon-ses -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/messaging-and-streaming-skills/amazon-ses ### aws-secrets-manager Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@aws-secrets-manager -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/plugins/aws-core/skills/aws-secrets-manager ### aws-social-messaging Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@aws-social-messaging -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/messaging-and-streaming-skills/aws-social-messaging ### analyzing-release-readiness Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@analyzing-release-readiness -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/plugins/aws-agents-for-devsecops/skills/analyzing-release-readiness ### chatting-with-aws-devops-agent Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@chatting-with-aws-devops-agent -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/plugins/aws-agents-for-devsecops/skills/chatting-with-aws-devops-agent ### coordinating-multi-space-devops-agent Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@coordinating-multi-space-devops-agent -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/plugins/aws-agents-for-devsecops/skills/coordinating-multi-space-devops-agent ### diff-scanning-with-aws-security-agent Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@diff-scanning-with-aws-security-agent -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/plugins/aws-agents-for-devsecops/skills/diff-scanning-with-aws-security-agent ### investigating-incidents-with-aws-devops-agent Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@investigating-incidents-with-aws-devops-agent -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/plugins/aws-agents-for-devsecops/skills/investigating-incidents-with-aws-devops-agent ### pentesting-with-aws-security-agent Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@pentesting-with-aws-security-agent -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/plugins/aws-agents-for-devsecops/skills/pentesting-with-aws-security-agent ### remediating-with-aws-security-agent Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@remediating-with-aws-security-agent -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/plugins/aws-agents-for-devsecops/skills/remediating-with-aws-security-agent ### running-release-tests Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@running-release-tests -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/plugins/aws-agents-for-devsecops/skills/running-release-tests ### scanning-with-aws-security-agent Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@scanning-with-aws-security-agent -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/plugins/aws-agents-for-devsecops/skills/scanning-with-aws-security-agent ### setup Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@setup -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/plugins/aws-agents-for-devsecops/skills/setup ### setup-devops-agent Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@setup-devops-agent -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/plugins/aws-agents-for-devsecops/skills/setup-devops-agent ### setup-security-agent Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@setup-security-agent -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/plugins/aws-agents-for-devsecops/skills/setup-security-agent ### threat-modeling-with-aws-security-agent Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@threat-modeling-with-aws-security-agent -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/plugins/aws-agents-for-devsecops/skills/threat-modeling-with-aws-security-agent ### aws-storage Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@aws-storage -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/plugins/aws-core/skills/aws-storage ### amazon-braket Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@amazon-braket -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/quantum-computing-skills/amazon-braket ### querying-aws-redshift Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@querying-aws-redshift -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/system-table-skills/querying-aws-redshift ### agents-pay Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@agents-pay -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/plugins/aws-agents/skills/agents-pay/packages/openclaw/skills/agents-pay ### amazon-ec2-image-builder Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@amazon-ec2-image-builder -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/ec2-skills/amazon-ec2-image-builder ### managing-amazon-kinesis-data-streams Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@managing-amazon-kinesis-data-streams -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/analytics-skills/managing-amazon-kinesis-data-streams ### amazon-workspaces-agent-access Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@amazon-workspaces-agent-access -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/end-user-computing-skills/amazon-workspaces-agent-access ### aws-sms-voice Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@aws-sms-voice -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/specialized-skills/messaging-and-streaming-skills/aws-sms-voice ### agents-pay Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@agents-pay -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/plugins/aws-agents/skills/agents-pay ### amazon-bedrock Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@amazon-bedrock -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/core-skills/amazon-bedrock ### amazon-opensearch-service Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@amazon-opensearch-service -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/plugins/aws-data-analytics/skills/amazon-opensearch-service ### aws-ai-ml Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@aws-ai-ml -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/core-skills/aws-ai-ml ### aws-auth Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@aws-auth -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/core-skills/aws-auth ### aws-billing-and-cost-management Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@aws-billing-and-cost-management -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/core-skills/aws-billing-and-cost-management ### aws-blocks Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@aws-blocks -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/core-skills/aws-blocks ### aws-cdk Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@aws-cdk -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/core-skills/aws-cdk ### aws-cloudformation Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@aws-cloudformation -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/core-skills/aws-cloudformation ### aws-compute Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@aws-compute -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/core-skills/aws-compute ### aws-containers Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@aws-containers -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/core-skills/aws-containers ### aws-database Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@aws-database -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/core-skills/aws-database ### aws-deployment Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@aws-deployment -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/core-skills/aws-deployment ### aws-iam Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@aws-iam -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/core-skills/aws-iam ### aws-messaging-and-streaming Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@aws-messaging-and-streaming -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/core-skills/aws-messaging-and-streaming ### aws-networking Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@aws-networking -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/core-skills/aws-networking ### aws-observability Builds, configures, debugs, and optimizes AWS observability with CloudWatch (Log Insights, Metrics, Alarms, Dashboards, EMF), X-Ray, CloudTrail, and ADOT (AWS Distro for OpenTelemetry), AND enables/onboards services to Application Signals using ADOT auto-instrumentation SDKs. Covers Log Insights queries, alarms (metric, composite, anomaly), dashboards, custom metrics/EMF, X-Ray tracing and sampling, ADOT collector config, CloudTrail auditing, and end-to-end Application Signals enablement via ADOT SDKs (CloudWatch Observability EKS add-on, CloudWatch Agent IAM, OTLP endpoints, ServiceEvents, Dynamic Instrumentation), breakpoint and snapshot in Dynamic Instrumentation, live data capture in running service, debug without redeploying. Applies to CloudWatch, alarms, dashboards, EMF, X-Ray, traces, CloudTrail, ADOT, monitoring, synthetics/canaries, OR enabling/onboarding/instrumenting a service for Application Signals. Not for app logging or security threat detection. Install: ```bash npx skills add aws/agent-toolkit-for-aws@aws-observability -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/core-skills/aws-observability ### aws-sdk-js-v3-usage Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@aws-sdk-js-v3-usage -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/core-skills/aws-sdk-js-v3-usage ### aws-sdk-python-usage Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@aws-sdk-python-usage -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/core-skills/aws-sdk-python-usage ### aws-sdk-swift-usage Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@aws-sdk-swift-usage -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/core-skills/aws-sdk-swift-usage ### aws-security Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@aws-security -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/core-skills/aws-security ### aws-serverless Builds, deploys, manages, debugs, configures, and optimizes serverless applications on AWS using Lambda, API Gateway, Step Functions, EventBridge, and SAM/CDK. Covers cold starts, CORS debugging, event source mappings, troubleshooting, concurrency, SnapStart, Powertools, function URLs, EventBridge Scheduler, Lambda layers, and production readiness. Triggers on mentions of Lambda, API Gateway, Step Functions, SAM templates, CDK serverless stacks, DynamoDB stream triggers, SQS event sources, cold starts, timeouts, 502/504 errors, throttling, concurrency, CORS, Powertools, or any event-driven architecture on AWS, even without the word "serverless." Does not apply to EC2, ECS/Fargate containers, or Amplify hosting. Install: ```bash npx skills add aws/agent-toolkit-for-aws@aws-serverless -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/core-skills/aws-serverless ### aws-storage Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@aws-storage -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/core-skills/aws-storage ### connecting-to-data-source Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@connecting-to-data-source -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/plugins/aws-data-analytics/skills/connecting-to-data-source ### creating-data-lake-table Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@creating-data-lake-table -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/plugins/aws-data-analytics/skills/creating-data-lake-table ### exploring-data-catalog Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@exploring-data-catalog -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/plugins/aws-data-analytics/skills/exploring-data-catalog ### finding-data-lake-assets Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@finding-data-lake-assets -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/plugins/aws-data-analytics/skills/finding-data-lake-assets ### ingesting-into-data-lake Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@ingesting-into-data-lake -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/plugins/aws-data-analytics/skills/ingesting-into-data-lake ### launch-with-aws Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@launch-with-aws -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/core-skills/launch-with-aws ### querying-data-lake Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@querying-data-lake -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/plugins/aws-data-analytics/skills/querying-data-lake ### redshift-guide Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@redshift-guide -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/plugins/aws-data-analytics/skills/redshift-guide ### signing-in-to-aws Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@signing-in-to-aws -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/skills/core-skills/signing-in-to-aws ### storing-and-querying-vectors Official Aws skill from aws/agent-toolkit-for-aws. Install: ```bash npx skills add aws/agent-toolkit-for-aws@storing-and-querying-vectors -y ``` Package: aws/agent-toolkit-for-aws Source: https://github.com/aws/agent-toolkit-for-aws/tree/HEAD/plugins/aws-data-analytics/skills/storing-and-querying-vectors ## aws/agent-toolkit-for-aws package overview Covers aws-iam, aws-serverless, aws-observability, aws-cdk, aws-containers, aws-billing-and-cost-management. Builds, deploys, manages, debugs, configures, and optimizes serverless applications on AWS using Lambda, API Gateway, Step Functions, EventBridge, and SAM/CDK. Covers cold starts, CORS debugging, event source mappings, troubleshooting, concurrency, SnapStart, Powertools, function URLs, EventBridge Scheduler, Lambda layers, and production readiness. Triggers on mentions of Lambda, API Gateway, Step Functions, SAM templates, CDK serverless stacks, DynamoDB stream triggers, SQS event sources, cold starts, timeouts, 502/504 errors, throttling, concurrency, CORS, Powertools, or any event-driven architecture on AWS, even without the word "serverless." Does not apply to EC2, ECS/Fargate containers, or Amplify hosting. Builds, configures, debugs, and optimizes AWS observability with CloudWatch (Log Insights, Metrics, Alarms, Dashboards, EMF), X-Ray, CloudTrail, and ADOT (AWS Distro for OpenTelemetry), AND enables/onboards services to Application Signals using ADOT auto-instrumentation SDKs. Covers Log Insights queries, alarms (metric, composite, anomaly), dashboards, custom metrics/EMF, X-Ray tracing and sampling, ADOT collector config, CloudTrail auditing, and end-to-end Application Signals enablement via ADOT SDKs (CloudWatch Observability EKS add-on, CloudWatch Agent IAM, OTLP endpoints, ServiceEvents, Dynamic Instrumentation), breakpoint and snapshot in Dynamic Instrumentation, live data capture in running service, debug without redeploying. Applies to CloudWatch, alarms, dashboards, EMF, X-Ray, traces, CloudTrail, ADOT, monitoring, synthetics/canaries, OR enabling/onboarding/instrumenting a service for Application Signals. Not for app logging or security threat detection. ### Top skills in this package - aws-iam: Official Aws skill from aws/agent-toolkit-for-aws. - aws-serverless: Builds, deploys, manages, debugs, configures, and optimizes serverless applications on AWS using Lambda, API Gateway, Step Functions, EventBridge, and SAM/CDK. Covers cold starts, CORS debugging, event source mappings, troubleshooting, concurrency, SnapStart, Powertools, function URLs, EventBridge Scheduler, Lambda layers, and production readiness. Triggers on mentions of Lambda, API Gateway, Step Functions, SAM templates, CDK serverless stacks, DynamoDB stream triggers, SQS event sources, cold starts, timeouts, 502/504 errors, throttling, concurrency, CORS, Powertools, or any event-driven architecture on AWS, even without the word "serverless." Does not apply to EC2, ECS/Fargate containers, or Amplify hosting. - aws-observability: Builds, configures, debugs, and optimizes AWS observability with CloudWatch (Log Insights, Metrics, Alarms, Dashboards, EMF), X-Ray, CloudTrail, and ADOT (AWS Distro for OpenTelemetry), AND enables/onboards services to Application Signals using ADOT auto-instrumentation SDKs. Covers Log Insights queries, alarms (metric, composite, anomaly), dashboards, custom metrics/EMF, X-Ray tracing and sampling, ADOT collector config, CloudTrail auditing, and end-to-end Application Signals enablement via ADOT SDKs (CloudWatch Observability EKS add-on, CloudWatch Agent IAM, OTLP endpoints, ServiceEvents, Dynamic Instrumentation), breakpoint and snapshot in Dynamic Instrumentation, live data capture in running service, debug without redeploying. Applies to CloudWatch, alarms, dashboards, EMF, X-Ray, traces, CloudTrail, ADOT, monitoring, synthetics/canaries, OR enabling/onboarding/instrumenting a service for Application Signals. Not for app logging or security threat detection. - aws-cdk: Official Aws skill from aws/agent-toolkit-for-aws. - aws-containers: Official Aws skill from aws/agent-toolkit-for-aws. - aws-billing-and-cost-management: Official Aws skill from aws/agent-toolkit-for-aws. - aws-cloudformation: Official Aws skill from aws/agent-toolkit-for-aws. - amazon-bedrock: Official Aws skill from aws/agent-toolkit-for-aws. ### Install Install the full package: ```bash npx skills add aws/agent-toolkit-for-aws -y ``` Install a specific skill: ```bash npx skills add aws/agent-toolkit-for-aws@aws-iam -y ``` Use the package when you want your agent to choose the relevant skill from this official repository. Source: https://github.com/aws/agent-toolkit-for-aws#readme