@skills · Owner
Agent skills by aws
186 skills indexed from github.com/aws. Reference any of them in AdaL, Claude Code, Cursor or any coding agent — nothing to install.
- agent-toolkit-for-aws · Collection · 2,254 stars
- agents-build · Skill · 2,254 stars
Use to extend an existing agent project with memory, app integration, VPC, multi-agent, migration, model, browser, code interpreter, payments, or resource
- agents-connect · Skill · 2,254 stars
Use when connecting your agent to external APIs, tools, or services via Gateway, or restricting tool access with Cedar policies. Handles gateway setup, tar
- agents-debug · Skill · 2,254 stars
Use when your agent or environment is broken — wrong answers, errors, timeouts, tool failures, or CLI issues. Reads traces and logs to diagnose root causes
- agents-deploy · Skill · 2,254 stars
Use when deploying your agent to AWS, or when a deploy has failed. Handles pre-flight validation, CDK/IAM/quota error diagnosis, version management, rollba
- agents-get-started · Skill · 2,254 stars
Use when a developer wants to create a new agent project or get started with AgentCore. Handles framework selection, project scaffolding, first deploy, and
- agents-harden · Skill · 2,254 stars
Use when preparing your agent for production — IAM scoping, inbound auth (JWT, SigV4), secrets management, cold start optimization, session lifecycle, rate
- agents-optimize · Skill · 2,254 stars
Use when measuring or improving agent quality and performance — set up evaluators, online monitoring, CI/CD quality gates, observability, or cost optimizat
- amazon-aurora-mysql · Skill · 2,254 stars
Amazon Aurora MySQL — creates, modifies, and advises on Aurora MySQL clusters specifically (MySQL-compatible engine, Aurora serverless, parallel query). Tr
- amazon-aurora-postgresql · Skill · 2,254 stars
Amazon Aurora PostgreSQL — creates, modifies, and advises on Aurora PostgreSQL clusters specifically (PostgreSQL-compatible engine, Aurora serverless, expr
- amazon-bedrock · Skill · 2,254 stars
Builds generative AI applications on Amazon Bedrock. Covers model invocation (Converse API, InvokeModel), RAG with Knowledge Bases, Bedrock Agents, Guardra
- amazon-bedrock · Skill · 2,254 stars
Builds generative AI applications on Amazon Bedrock. Covers model invocation (Converse API, InvokeModel), RAG with Knowledge Bases, Bedrock Agents, Guardra
- amazon-documentdb · Skill · 2,254 stars
Manages Amazon DocumentDB end-to-end — serverless-on-8.0 cluster setup, TLS/VPC/driver config, flexible-schema and vector-search data modeling, MongoDB com
- amazon-dynamodb · Skill · 2,254 stars
Designs, reviews, and debugs DynamoDB data layers from design axioms — enumerates access patterns, chooses partition/sort keys and GSIs, decides single-tab
- amazon-elasticache · Skill · 2,254 stars
Activate when developers have latent caching needs: slow API responses, database read bottlenecks, DynamoDB throttling or cost, RDS/Aurora scaling pressure
- amazon-keyspaces · Skill · 2,254 stars
Provides authoritative compatibility checks, pricing estimates, connection troubleshooting, pre-warming guidance, and infrastructure mutations for Amazon K
- amazon-opensearch-service · Skill · 2,254 stars
Guides migration, provisioning, search, log-analytics, trace-analytics, and Agentic AI Assistant workflows for Amazon OpenSearch Service and Serverless acr
- amazon-opensearch-service · Skill · 2,254 stars
Guides migration, provisioning, search, log-analytics, trace-analytics, and Agentic AI Assistant workflows for Amazon OpenSearch Service and Serverless acr
- analytics-skills · Collection · 2,254 stars
- analyzing-release-readiness · Skill · 2,254 stars
Trigger a pre-merge release readiness review on a GitHub PR, GitLab MR, or local branch. Use when the user wants to analyze code changes for risk, correctn
- arc-region-switch · Skill · 2,254 stars
Answers questions about Amazon Application Recovery Controller (ARC) Region switch including architecture, plans, execution blocks, workflows, triggers, ac
- aurora-dsql · Skill · 2,254 stars
Provisions and manages Aurora DSQL clusters, connects via psql or DSQL Connectors, manages schemas, runs queries, migrates from MySQL, diagnoses query plan
- aws-agents · Collection · 2,254 stars
- aws-agents-for-devsecops · Collection · 2,254 stars
- aws-ai-ml · Skill · 2,254 stars
Selects, deploys, and customizes AI models on Amazon SageMaker. Fine-tuning (SFT, DPO, RLVR, RLAIF), model selection, dataset preparation, evaluation, depl
- aws-amplify · Skill · 2,254 stars
Build and deploy full-stack web and mobile apps with AWS Amplify Gen2 (TypeScript code-first). Covers auth (Cognito), data (AppSync/DynamoDB), storage (S3)
- aws-auth · Skill · 2,254 stars
Adds user authentication to web and mobile apps with Amazon Cognito (user pools and identity pools) and the AWS Amplify client auth libraries. Covers sign-
- aws-billing-and-cost-management · Skill · 2,254 stars
Analyze AWS costs, find savings, manage budgets, evaluate Savings Plans and Reserved Instances, right-size EC2/Lambda/RDS/EBS with Compute Optimizer, look
- aws-billing-and-cost-management · Skill · 2,254 stars
Analyze AWS costs, find savings, manage budgets, evaluate Savings Plans and Reserved Instances, right-size EC2/Lambda/RDS/EBS with Compute Optimizer, look
- aws-blocks · Skill · 2,254 stars
Guides building full-stack applications with AWS Blocks — an Infrastructure-from-Code framework. Applies when creating APIs, selecting Building Blocks (KVS
- aws-blocks · Skill · 2,254 stars
Guides building full-stack applications with AWS Blocks — an Infrastructure-from-Code framework. Applies when creating APIs, selecting Building Blocks (KVS
- aws-cdk · Skill · 2,254 stars
Authors, deploys, and troubleshoots AWS infrastructure using CDK with TypeScript or Python. Covers best practices, stack architecture, and construct patter
- aws-cdk · Skill · 2,254 stars
Authors, deploys, and troubleshoots AWS infrastructure using CDK with TypeScript or Python. Covers best practices, stack architecture, and construct patter
- aws-cleanrooms · Skill · 2,254 stars
Troubleshoots and debugs AWS Clean Rooms collaboration issues related to IAM roles, S3 bucket policies, KMS keys, Lake Formation permissions, and CloudWatc
- aws-cloudformation · Skill · 2,254 stars
Authors, validates, and troubleshoots AWS CloudFormation templates. Covers template authoring with secure defaults, pre-deployment validation (cfn-lint, cf
- aws-cloudformation · Skill · 2,254 stars
Authors, validates, and troubleshoots AWS CloudFormation templates. Covers template authoring with secure defaults, pre-deployment validation (cfn-lint, cf
- aws-compute · Skill · 2,254 stars
Provisions, scales, and operates Amazon EC2 virtual-machine workloads: instance-type selection (Graviton/Arm64, burstable T credits, GPU, instance store vs
- aws-compute · Skill · 2,254 stars
Provisions, scales, and operates Amazon EC2 virtual-machine workloads: instance-type selection (Graviton/Arm64, burstable T credits, GPU, instance store vs
- aws-containers · Skill · 2,254 stars
Builds and deploys containerized workloads on Elastic Kubernetes Service (EKS), Elastic Container Service (ECS), Fargate, and ECR (Elastic Container Regist
- aws-containers · Skill · 2,254 stars
Builds and deploys containerized workloads on Elastic Kubernetes Service (EKS), Elastic Container Service (ECS), Fargate, and ECR (Elastic Container Regist
- aws-core · Collection · 2,254 stars
- aws-data-analytics · Collection · 2,254 stars
- aws-database · Skill · 2,254 stars
Routes any task involving AWS databases — choosing, comparing, recommending, getting started with, or operating a database — to the correct service-specifi
- aws-database · Skill · 2,254 stars
Routes any task involving AWS databases — choosing, comparing, recommending, getting started with, or operating a database — to the correct service-specifi
- aws-deployment · Skill · 2,254 stars
Configures CI/CD pipelines using AWS CodePipeline, CodeBuild, CodeDeploy, CodeConnections, and CodeArtifact. Covers CodePipeline V2 (triggers, variables, e
- aws-deployment · Skill · 2,254 stars
Configures CI/CD pipelines using AWS CodePipeline, CodeBuild, CodeDeploy, CodeConnections, and CodeArtifact. Covers CodePipeline V2 (triggers, variables, e
- aws-iam · Skill · 2,254 stars
Provides verified corrections for IAM behaviors that AI agents frequently get wrong — policy evaluation edge cases, trust policy gotchas, STS session limit
- aws-iam · Skill · 2,254 stars
Provides verified corrections for IAM behaviors that AI agents frequently get wrong — policy evaluation edge cases, trust policy gotchas, STS session limit
- aws-lambda-durable-functions · Skill · 2,254 stars
Builds resilient, long-running, multi-step applications with AWS Lambda durable functions with automatic state persistence, retry logic, and orchestration
- aws-lambda-managed-instances · Skill · 2,254 stars
Evaluates, configures, and migrates workloads to AWS Lambda Managed Instances (LMI). Runs Lambda functions on EC2 instances in the user's account while AWS
- aws-lambda-microvms · Skill · 2,254 stars
Builds, runs, debugs, and operates applications on AWS Lambda MicroVMs — Firecracker-isolated, snapshot-resumable serverless compute environments running i
- aws-messaging-and-streaming · Skill · 2,254 stars
Guides general use of AWS messaging and streaming services. Covers Amazon SQS, Amazon SNS, Amazon EventBridge, Amazon MQ, Amazon Kinesis Data Streams, Amaz
- aws-messaging-and-streaming · Skill · 2,254 stars
Guides general use of AWS messaging and streaming services. Covers Amazon SQS, Amazon SNS, Amazon EventBridge, Amazon MQ, Amazon Kinesis Data Streams, Amaz
- aws-network-monitoring · Skill · 2,254 stars
Installs, configures, and troubleshoots Network Flow Monitor agents on EC2 instances to monitor network path health. Covers agent installation, IAM permiss
- aws-networking · Skill · 2,254 stars
Routes AWS networking requests to the correct service skill for implementation. Covers Route 53 (DNS, health checks, routing policies, Resolver, DNS Firewa
- aws-observability · Skill · 2,254 stars
Builds, configures, debugs, and optimizes AWS observability with CloudWatch (Log Insights, Metrics, Alarms, Dashboards, EMF), X-Ray, CloudTrail, and ADOT (
- aws-observability · Skill · 2,254 stars
Builds, configures, debugs, and optimizes AWS observability with CloudWatch (Log Insights, Metrics, Alarms, Dashboards, EMF), X-Ray, CloudTrail, and ADOT (
- aws-resilience-lifecycle · Skill · 2,254 stars
Guides the end-to-end AWS resilience lifecycle integrating Resilience Hub v2, Fault Injection Service, and Application Recovery Controller. Covers the Defi
- aws-sdk-js-v3-usage · Skill · 2,254 stars
AWS SDK for JavaScript v3 development patterns. Use when writing JavaScript or TypeScript code that uses AWS services via @aws-sdk/* packages (aws-sdk-js-v
- aws-sdk-js-v3-usage · Skill · 2,254 stars
AWS SDK for JavaScript v3 development patterns. Use when writing JavaScript or TypeScript code that uses AWS services via @aws-sdk/* packages (aws-sdk-js-v
- aws-sdk-python-usage · Skill · 2,254 stars
AWS SDK for Python (boto3/botocore) development patterns. You MUST use this skill when writing Python code that uses AWS services via boto3 or botocore. Th
- aws-sdk-python-usage · Skill · 2,254 stars
AWS SDK for Python (boto3/botocore) development patterns. You MUST use this skill when writing Python code that uses AWS services via boto3 or botocore. Th
- aws-sdk-swift-usage · Skill · 2,254 stars
AWS SDK for Swift development patterns. Use when writing Swift code that uses AWS services via aws-sdk-swift package.
- aws-sdk-swift-usage · Skill · 2,254 stars
AWS SDK for Swift development patterns. Use when writing Swift code that uses AWS services via aws-sdk-swift package.
- aws-secrets-manager · Skill · 2,254 stars
Secret safety for AWS Secrets Manager, secret management, credentials, API keys, tokens, and passwords. Prevents AI agents from directly fetching secret va
- aws-security · Skill · 2,254 stars
Covers AWS security services and workflows — Security Hub V2 (OCSF) findings, connectors, aggregators, automation rules, and security posture summaries; Se
- aws-serverless · Skill · 2,254 stars
Builds, deploys, manages, debugs, configures, and optimizes serverless applications on AWS using Lambda, API Gateway, Step Functions, EventBridge, and SAM/
- aws-serverless · Skill · 2,254 stars
Builds, deploys, manages, debugs, configures, and optimizes serverless applications on AWS using Lambda, API Gateway, Step Functions, EventBridge, and SAM/
- aws-step-functions · Skill · 2,254 stars
Authors and edits AWS Step Functions state machines: writes Amazon States Language (ASL) in JSONata, and chooses and structures state types (Task, Choice,
- aws-transform · Skill · 2,254 stars
Performs code upgrades, migrations, and transformations using the AWS Transform (ATX) CLI. Use when upgrading language versions, migrating AWS SDKs, migrat
- chatting-with-aws-devops-agent · Skill · 2,254 stars
Have a fast, conversational analysis with the AWS DevOps Agent. Use for cost optimization, architecture review, topology mapping, knowledge / runbook disco
- cloudfront · Skill · 2,254 stars
Configures Amazon CloudFront content delivery across six workflows: when to use CloudFront and how it fits with AWS WAF, Shield, CloudFront Functions, Lamb
- configuring-vpc-endpoints-for-private-aws-service-access · Skill · 2,254 stars
Configures VPC endpoints (interface and gateway) for private AWS service access using AWS PrivateLink. Use when setting up secure private connectivity to S
- connecting-lambda-to-api-gateway · Skill · 2,254 stars
Connects an existing AWS Lambda function to Amazon API Gateway by creating a REST or HTTP API with resource/method setup, Lambda proxy integration, permiss
- connecting-lambda-to-dynamodb · Skill · 2,254 stars
Connects an AWS Lambda function to DynamoDB with IAM roles, stream event source mapping, and read/write permissions. Use when setting up Lambda-DynamoDB in
- connecting-to-data-source · Skill · 2,254 stars
Create and troubleshoot AWS Glue connections to JDBC databases (Oracle, SQL Server, PostgreSQL, MySQL, RDS), Redshift, Snowflake, and BigQuery. Gathers con
- connecting-to-data-source · Skill · 2,254 stars
Create and troubleshoot AWS Glue connections to JDBC databases (Oracle, SQL Server, PostgreSQL, MySQL, RDS), Redshift, Snowflake, and BigQuery. Gathers con
- connecting-vpcs-with-peering · Skill · 2,254 stars
Establishes VPC peering connections between two VPCs for direct private network connectivity. Always use this skill when creating or managing VPC peering —
- coordinating-multi-space-devops-agent · Skill · 2,254 stars
Coordinate the AWS DevOps Agent across multiple AgentSpaces from one Claude Code session — route questions to the right space (prod vs staging vs knowledge
- core-skills · Collection · 2,254 stars
- creating-amazon-aurora-db-cluster-with-instances · Skill · 2,254 stars
Creates a complete Amazon Aurora database cluster with instances, handling cluster creation, instance provisioning, and Secrets Manager password management
- creating-api-gateway-stage · Skill · 2,254 stars
Creates an API Gateway stage with CloudWatch logging, X-Ray tracing, throttling, WAF integration, and IAM roles following AWS best practices. Use when depl
- creating-data-lake-table · Skill · 2,254 stars
Create managed Iceberg tables using Amazon S3 Tables (s3tables API namespace) with automatic compaction and snapshot management. Sets up table bucket, name
- creating-data-lake-table · Skill · 2,254 stars
Create managed Iceberg tables using Amazon S3 Tables (s3tables API namespace) with automatic compaction and snapshot management. Sets up table bucket, name
- creating-production-vpc-multi-az · Skill · 2,254 stars
Creates a production-ready VPC with public and private subnets across multiple Availability Zones, including internet gateway, NAT gateways, route tables,
- creating-secrets-using-best-practices · Skill · 2,254 stars
Creates and manages secrets in AWS Secrets Manager following security best practices. Always use this skill when creating secrets — it sets up dedicated KM
- database-skills · Collection · 2,254 stars
- debugging-lambda-timeouts · Skill · 2,254 stars
Debugs AWS Lambda function timeout failures by systematically analyzing function configuration, CloudWatch logs and metrics, VPC/networking, cold starts, m
- deploying-custom-domain-rest-api · Skill · 2,254 stars
Deploys a Regional REST API with a custom domain name, a Lambda backend function, and a request-based Lambda authorizer using AWS CLI. Covers ACM certifica
- developing-applications-on-managed-service-for-apache-flink · Skill · 2,254 stars
MANDATORY for Flink or Amazon Managed Service for Apache Flink (MSF) questions. You MUST activate this skill BEFORE answering — do not answer from training
- diff-scanning-with-aws-security-agent · Skill · 2,254 stars
Run a fast AWS Security Agent diff scan on only the changed code since a git ref. Use when the user asks to scan changes, run a diff scan, check what chang
- directconnect · Skill · 2,254 stars
Configures AWS Direct Connect: choosing a connection model (dedicated, hosted, or a link aggregation group) and completing the cross connect; creating priv
- dms-schema-conversion · Skill · 2,254 stars
Handles the full DMS Schema Conversion lifecycle including creating migration projects, converting database schemas to a target engine, running compatibili
- ec2-skills · Collection · 2,254 stars
- enabling-lambda-vpc-internet-access · Skill · 2,254 stars
Enables internet access for AWS Lambda functions deployed in VPC subnets by creating NAT Gateway infrastructure, configuring public/private subnet routing,
- exploring-data-catalog · Skill · 2,254 stars
Full inventory and audit of AWS Glue Data Catalog assets across S3 Tables, Redshift-federated, and remote Iceberg catalogs. Triggers on: inventory the cata
- exploring-data-catalog · Skill · 2,254 stars
Full inventory and audit of AWS Glue Data Catalog assets across S3 Tables, Redshift-federated, and remote Iceberg catalogs. Triggers on: inventory the cata
- exporting-rds-to-s3 · Skill · 2,254 stars
Exports Amazon RDS or Aurora database snapshots to Amazon S3 in Apache Parquet format for analytics, backup, or data migration. Handles snapshot selection
- finding-data-lake-assets · Skill · 2,254 stars
Resolve data lake and lakehouse asset references across Glue Data Catalog, S3, S3 Tables, and Redshift. Triggers on: find the table, where is our data, whi
- finding-data-lake-assets · Skill · 2,254 stars
Resolve data lake and lakehouse asset references across Glue Data Catalog, S3, S3 Tables, and Redshift. Triggers on: find the table, where is our data, whi
- ingesting-into-data-lake · Skill · 2,254 stars
Import data into the AWS data lake from S3 files, local uploads, JDBC databases (Oracle, SQL Server, PostgreSQL, MySQL, RDS, Aurora), Amazon Redshift, Snow
- ingesting-into-data-lake · Skill · 2,254 stars
Import data into the AWS data lake from S3 files, local uploads, JDBC databases (Oracle, SQL Server, PostgreSQL, MySQL, RDS, Aurora), Amazon Redshift, Snow
- investigating-incidents-with-aws-devops-agent · Skill · 2,254 stars
Run a deep root-cause investigation on the AWS DevOps Agent. Use when the user describes an incident, alarm, outage, or unexplained behavior — keywords lik
- launch-with-aws · Skill · 2,254 stars
Migrates vibe-coded web applications to AWS. Handles the full workflow from analysis through migration to deployment, producing deployable AWS Blocks infra
- launch-with-aws · Skill · 2,254 stars
Migrates vibe-coded web applications to AWS. Handles the full workflow from analysis through migration to deployment, producing deployable AWS Blocks infra
- launching-ec2-instance-with-best-practices · Skill · 2,254 stars
Launches an EC2 instance with secure, cost-efficient defaults including AMI selection, burstable instance sizing, least-privilege IAM roles, hardened secur
- managing-amazon-msk · Skill · 2,254 stars
Operates Amazon MSK Provisioned clusters (Standard and Express brokers). Required for ANY MSK Provisioned task — training data conflates Standard and Expre
- migrate-to-msk · Skill · 2,254 stars
Helps migrate self-managed Apache Kafka workloads to Amazon MSK Express. Inventories the source cluster (from IaC files, Kafka CLI output, or manual input)
- migrating-to-amazon-redshift · Skill · 2,254 stars
Guides an end-to-end data-warehouse migration to Amazon Redshift — discovery, schema/SQL/stored-procedure/macro/script conversion, data migration, validati
- migration-and-modernization-skills · Collection · 2,254 stars
- networking-and-content-delivery-skills · Collection · 2,254 stars
- operations-skills · Collection · 2,254 stars
- pentesting-with-aws-security-agent · Skill · 2,254 stars
Run an AWS Security Agent penetration test against a live web application — registers and verifies the target domain, exercises the supplied endpoints with
- plugins · Collection · 2,254 stars
- processing-s3-uploads-with-step-functions · Skill · 2,254 stars
Deploy an event-driven workflow that routes S3 uploads to either Lambda or Fargate via Step Functions based on file size. Uses EventBridge to trigger a Ste
- querying-aws-cloudwatch · Skill · 2,254 stars
Runs SQL queries on CloudWatch Logs data exported as Apache Iceberg tables in S3 Tables. Covers VPC Flow Logs, WAF logs, CloudFront access logs, Route 53 r
- querying-aws-s3 · Skill · 2,254 stars
Queries S3 object metadata, tracks bucket activity, audits object changes, searches annotations, and analyzes storage metrics using S3 Metadata system tabl
- querying-aws-sagemaker-catalog · Skill · 2,254 stars
Runs SQL analytics on SageMaker Catalog asset metadata tables exported as Apache Iceberg in S3 Tables. Covers governance queries, asset growth tracking, ow
- querying-data-lake · Skill · 2,254 stars
Execute and manage Athena SQL queries across default and federated catalogs (Glue, S3 Tables, Redshift). Triggers on phrases like: query data, run SQL, ath
- querying-data-lake · Skill · 2,254 stars
Execute and manage Athena SQL queries across default and federated catalogs (Glue, S3 Tables, Redshift). Triggers on phrases like: query data, run SQL, ath
- rds-db2 · Skill · 2,254 stars
Provisions, connects, migrates, and operates Amazon RDS for Db2. Applies when provisioning with IBM customer and site IDs (License Manager, BYOL, GovCloud)
- rds-oracle · Skill · 2,254 stars
Diagnoses and resolves Amazon RDS for Oracle connectivity, authentication, networking, and driver troubleshooting. Applicable to any RDS-for-Oracle questio
- rds-oss · Skill · 2,254 stars
Advises on Amazon RDS open-source engines (MySQL, MariaDB, PostgreSQL) for instance creation, upgrade planning, commitment pricing, proxy evaluation, and B
- rds-sqlserver · Skill · 2,254 stars
Provides connectivity, authentication, and troubleshooting guidance for Amazon RDS for SQL Server. Applicable when users ask about SSMS times out connectin
- recovery-controller-setup · Skill · 2,254 stars
Configures AWS Application Recovery Controller (ARC) for operational resilience: routing controls with safety rules for cross-Region failover, and zonal sh
- remediating-with-aws-security-agent · Skill · 2,254 stars
Pull AWS Security Agent findings (penetration tests and code reviews) and drive remediation. Use this whenever the user mentions Security Agent, security f
- resilience-hub-failure-mode-assessment · Skill · 2,254 stars
Runs and interprets AWS Resilience Hub v2 failure mode assessments. Covers starting assessments, understanding findings (severity, categories, recommendati
- resilience-hub-getting-started · Skill · 2,254 stars
Sets up AWS Resilience Hub v2 from scratch: creates resilience policies with SLO targets, registers systems and user journeys, onboards services with input
- resilience-hub-multi-account · Skill · 2,254 stars
Configures AWS Resilience Hub v2 for multi-account resilience management across an AWS Organization. Covers the per-service cross-account permission model,
- resilience-program-design · Skill · 2,254 stars
Designs a resilience program: how to structure and standardize resilience policies across an organization, team, or portfolio (tiered policy model with ava
- resilience-skills · Collection · 2,254 stars
- route53 · Skill · 2,254 stars
Configures Amazon Route 53 DNS: public and private records, traffic-steering routing policies, health checks, DNS Firewall, Route 53 Profiles, VPC Resolver
- routing-traffic-with-route53-and-cloudfront · Skill · 2,254 stars
Configures Amazon Route 53 to route traffic to a CloudFront distribution using a custom domain. Use when setting up DNS alias records, alternate domain nam
- running-release-tests · Skill · 2,254 stars
Run automated release testing (UI or API) via the AWS DevOps Agent using a pre-configured test profile. Use when the user wants to validate multi-step work
- scanning-with-aws-security-agent · Skill · 2,254 stars
Run an AWS Security Agent scan on the workspace — uploads the source to AWS, scans it with the managed Security Agent service, and returns ranked, verified
- securing-s3-buckets · Skill · 2,254 stars
Create and secure S3 buckets following AWS best practices for access control, encryption, monitoring, and remediation of misconfigurations. Use when the us
- security-and-identity-skills · Collection · 2,254 stars
- serverless-skills · Collection · 2,254 stars
- setting-up-cloudtrail-multi-region · Skill · 2,254 stars
Enables a multi-region AWS CloudTrail trail with S3 log storage, CloudWatch Logs integration, and CloudWatch Logs Insights queries for security monitoring
- setting-up-cloudwatch-alarm-notifications · Skill · 2,254 stars
Sets up notification channels for CloudWatch alarms using SNS topics and subscriptions. Always use this skill when configuring alarm notifications — it cre
- setting-up-ec2-instance-profiles · Skill · 2,254 stars
Configures EC2 instances to securely call AWS services by creating and attaching IAM roles via instance profiles, eliminating hardcoded credentials. Use wh
- setup · Skill · 2,254 stars
Set up the AWS DevOps Agent and AWS Security Agent connections. Use when the user says "set up", "configure", "connect", or when MCP tools are missing.
- setup-devops-agent · Skill · 2,254 stars
Setup and diagnostics for the AWS DevOps Agent MCP connection. Triggers when aws-devops-agent is missing from .mcp.json, when the connection is broken, or
- setup-security-agent · Skill · 2,254 stars
Configure AWS Security Agent for the current workspace — provision or reuse an agent space, IAM service role, and S3 bucket. Use when the user asks to "set
- shieldadvanced · Skill · 2,254 stars
Configures AWS Shield Advanced for enhanced Distributed Denial of Service (DDoS) protection: subscribing accounts and adding resource protections, enabling
- signing-in-to-aws · Skill · 2,254 stars
Gets AWS credentials for CLI/SDK access via `aws login`. Activates when a developer needs to authenticate to AWS for local development, when an AWS operati
- signing-in-to-aws · Skill · 2,254 stars
Gets AWS credentials for CLI/SDK access via `aws login`. Activates when a developer needs to authenticate to AWS for local development, when an AWS operati
- sitetositevpn · Skill · 2,254 stars
Configures AWS Site-to-Site VPN: creating an IPsec VPN connection between an on-premises network and a VPC, choosing the target gateway (virtual private ga
- skills · Collection · 2,254 stars
- skills · Collection · 2,254 stars
- skills · Collection · 2,254 stars
- skills · Collection · 2,254 stars
- skills · Collection · 2,254 stars
- specialized-skills · Collection · 2,254 stars
- storage-skills · Collection · 2,254 stars
- storing-and-querying-vectors · Skill · 2,254 stars
Store and query vector embeddings using Amazon S3 Vectors, a cost-effective long-term vector storage service with its own API namespace (s3vectors). Trigge
- storing-and-querying-vectors · Skill · 2,254 stars
Store and query vector embeddings using Amazon S3 Vectors, a cost-effective long-term vector storage service with its own API namespace (s3vectors). Trigge
- system-table-skills · Collection · 2,254 stars
- threat-modeling-with-aws-security-agent · Skill · 2,254 stars
Run an AWS Security Agent threat model review on spec/design documents. Use when the user asks to review a spec for security, run a threat model, check if
- timestream-influxdb · Skill · 2,254 stars
Retrieves authoritative guidance on Amazon Timestream for InfluxDB (managed InfluxDB 2, InfluxDB 2 Read Replica Clusters, InfluxDB 3 Core and Enterprise).
- transitgateway · Skill · 2,254 stars
Configures AWS Transit Gateway: creating a hub and attaching VPCs, segmenting traffic with route tables, centralizing egress and inspection through a hub (
- troubleshooting-application-failures · Skill · 2,254 stars
Troubleshoots failing applications by discovering and analyzing CloudWatch log groups to identify error patterns, root causes, and actionable solutions. Us
- troubleshooting-efs · Skill · 2,254 stars
Diagnoses and resolves Amazon EFS issues including mount failures, NFS timeouts, permission errors, throughput problems, and burst credit exhaustion. Use w
- troubleshooting-s3-files · Skill · 2,254 stars
Diagnoses and resolves Amazon S3 Files issues including mount failures, permission errors, synchronization problems, and performance issues. Use when the u
- waf · Skill · 2,254 stars
Configures AWS WAF to filter web traffic: creating web access control lists (web ACLs) on CloudFront, Application Load Balancers, API Gateway, and AppSync;
- web-and-mobile-development · Collection · 2,254 stars
- agents-pay · Skill
Use when THIS agent needs to pay for x402-protected content at runtime: hitting a paywall mid-task, settling it via AgentCore Payments, and applying operat
- amazon-braket · Skill
Runs quantum computing workflows on AWS through Amazon Braket — discovering devices (QPUs and simulators) and their availability, building gate-model circu
- amazon-ec2-image-builder · Skill
Creates and automates custom image builds with EC2 Image Builder - Linux, Windows, and macOS AMIs, and container images to ECR. Covers the build IAM role,
- amazon-ses · Skill
Guides Amazon SES onboarding for domain-based email sending. Covers identity configuration, production access, an optional first test send, and troubleshoo
- amazon-workspaces-agent-access · Skill
Connects AI agents to remote Windows desktop applications on Amazon WorkSpaces Applications (AppStream 2.0) through the managed Agent Access MCP server, an
- aws-ai-ml · Skill
Selects, deploys, and customizes AI models on Amazon SageMaker. Fine-tuning (SFT, DPO, RLVR, RLAIF), model selection, dataset preparation, evaluation, depl
- aws-auth · Skill
Adds user authentication to web and mobile apps with Amazon Cognito (user pools and identity pools) and the AWS Amplify client auth libraries. Covers sign-
- aws-networking · Skill
Routes AWS networking requests to the correct service skill for implementation. Covers Route 53 (DNS, health checks, routing policies, Resolver, DNS Firewa
- aws-security · Skill
Covers AWS security services and workflows — Security Hub V2 (OCSF) findings, connectors, aggregators, automation rules, and security posture summaries; Se
- aws-sms-voice · Skill
Onboards RCS Business Messaging and Notify OTP via the pinpoint-sms-voice-v2 AWS CLI. Covers creating a branded RCS test agent (logo, banner, rich cards, s
- aws-social-messaging · Skill
Manages WhatsApp messaging through AWS End User Messaging Social. Covers managing templates (create, update, delete, library), sending messages (utility/ma
- aws-storage · Skill
Selects, investigates, and compares AWS object, file, and block storage services, and answers cost, performance, configuration, security, and troubleshooti
- aws-storage · Skill
Selects, investigates, and compares AWS object, file, and block storage services, and answers cost, performance, configuration, security, and troubleshooti
- end-user-computing-skills · Collection
- managing-amazon-kinesis-data-streams · Skill
Operates Amazon Kinesis Data Streams (KDS). Covers streaming tables and Amazon S3 delivery - serverless, fully managed delivery from a KDS stream to Apache
- messaging-and-streaming-skills · Collection
- quantum-computing-skills · Collection
- querying-aws-redshift · Skill
Enables Redshift system-table (SYS_*) log publishing to S3 Tables in Apache Iceberg format for both Provisioned clusters and Serverless namespaces, verifie
- redshift-guide · Skill
Amazon Redshift is NOT PostgreSQL — corrects PostgreSQL-derived LLM mistakes; covers Redshift-specific SQL, DDL, COPY/UNLOAD, system views, metadata discov
- redshift-guide · Skill
Amazon Redshift is NOT PostgreSQL — corrects PostgreSQL-derived LLM mistakes; covers Redshift-specific SQL, DDL, COPY/UNLOAD, system views, metadata discov