aws/agent-toolkit-for-aws
47 skills · 81,818 total installs
$npx skills add aws/agent-toolkit-for-awsSkillInstalls
aws-iamVerified corrections for IAM behaviors that AI agents frequently get wrong — policy evaluation edge cases, trust policy gotchas, STS session limits,…aws-serverlessBuilds, deploys, manages, debugs, configures, and optimizes serverless applications on AWS using Lambda, API Gateway, Step Functions, EventBridge, and SAM/CDK.aws-cdkAuthors, deploys, and troubleshoots AWS infrastructure using CDK with TypeScript or Python. Covers best practices, stack architecture, and construct patterns.aws-observabilityBuilds, configures, debugs, and optimizes AWS observability with CloudWatch (Log Insights, Metrics, Alarms, Dashboards, EMF), X-Ray, CloudTrail, and ADOT (AWS…aws-billing-and-cost-managementAnalyze AWS costs, find savings, manage budgets, evaluate Savings Plans and Reserved Instances, right-size EC2/Lambda/RDS/EBS with Compute Optimizer, look up…aws-cloudformationAuthor, validate, and troubleshoot AWS CloudFormation templates.amazon-bedrockBuilds generative AI applications on Amazon Bedrock. Covers model invocation (Converse API, InvokeModel), RAG with Knowledge Bases, Bedrock Agents, Guardrails,…aws-containersDeploys and operates containerized workloads on ECS, Fargate, and ECR.aws-sdk-python-usageAWS SDK for Python (boto3/botocore) development patterns. You MUST use this skill when writing Python code that uses AWS services via boto3 or botocore.aws-sdk-js-v3-usageAWS SDK for JavaScript v3 development patterns. Use when writing JavaScript or TypeScript code that uses AWS services via @aws-sdk/* packages (aws-sdk-js-v3),…aws-messaging-and-streamingGuides use of AWS messaging and streaming services. Covers Amazon SQS, Amazon SNS, Amazon EventBridge, Amazon MQ, Amazon Kinesis Data Streams, Amazon Data…connecting-to-data-sourceCreate and troubleshoot AWS Glue connections to JDBC databases (Oracle, SQL Server, PostgreSQL, MySQL, RDS), Redshift, Snowflake, and BigQuery.storing-and-querying-vectorsStore and query vector embeddings using Amazon S3 Vectors, a cost-effective long-term vector storage service with its own API namespace (s3vectors).exploring-data-catalogFull inventory and audit of AWS Glue Data Catalog assets across S3 Tables, Redshift-federated, and remote Iceberg catalogs.querying-data-lakeExecute and manage Athena SQL queries across default and federated catalogs (Glue, S3 Tables, Redshift).ingesting-into-data-lakeImport data into the AWS data lake from S3 files, local uploads, JDBC databases (Oracle, SQL Server, PostgreSQL, MySQL, RDS, Aurora), Amazon Redshift,…creating-data-lake-tableCreate managed Iceberg tables using Amazon S3 Tables (s3tables API namespace) with automatic compaction and snapshot management.finding-data-lake-assetsResolve data lake and lakehouse asset references across Glue Data Catalog, S3, S3 Tables, and Redshift.aws-sdk-swift-usageAWS SDK for Swift development patterns. Use when writing Swift code that uses AWS services via aws-sdk-swift package.signing-in-to-awsGets AWS credentials for CLI/SDK access via `aws login`. Activates when a developer needs to authenticate to AWS for local development, when an AWS operation…amazon-opensearch-serviceAmazon OpenSearch Service and Serverless across five capabilities — migration (Solr/ES/self-managed OpenSearch into AOS/AOSS, schema/query translation, sizing,…aws-blocksGuides building full-stack applications with AWS Blocks — an Infrastructure-from-Code framework.aws-databaseRoutes any task involving AWS databases — choosing, comparing, recommending, getting started with, or operating a database — to the correct service-specific…aws-deploymentConfigures CI/CD pipelines using AWS CodePipeline, CodeBuild, CodeDeploy, CodeConnections, and CodeArtifact.aws-computeProvisions, scales, and operates Amazon EC2 virtual-machine workloads: instance-type selection (Graviton/Arm64, burstable T credits, GPU, instance store vs…launch-with-awsMigrates vibe-coded web applications to AWS. Handles the full workflow from analysis through migration to deployment, producing deployable AWS Blocks…agents-deployUse when deploying your agent to AWS, or when a deploy has failed.agents-connectUse when connecting your agent to external APIs, tools, or services via Gateway, or restricting tool access with Cedar policies.agents-debugUse 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-optimizeUse when measuring or improving agent quality and performance — set up evaluators, online monitoring, CI/CD quality gates, observability, or cost optimization.agents-buildUse when adding capabilities to an existing agent project — memory, app integration, VPC, multi-agent, migration, model changes, browser, code interpreter, or…agents-get-startedUse when a developer wants to create a new agent project or get started with AgentCore.agents-hardenUse when preparing your agent for production — IAM scoping, inbound auth (JWT, SigV4), secrets management, cold start optimization, session lifecycle, rate…aws-secrets-managerSecret safety for AWS Secrets Manager, secret management, credentials, API keys, tokens, and passwords.setup-devops-agentSetup and diagnostics for the AWS DevOps Agent MCP connection.chatting-with-aws-devops-agentHave a fast, conversational analysis with the AWS DevOps Agent.pentesting-with-aws-security-agentRun an AWS Security Agent penetration test against a live web application — registers and verifies the target domain, exercises the supplied endpoints with the…setupSet 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.investigating-incidents-with-aws-devops-agentRun a deep root-cause investigation on the AWS DevOps Agent. Use when the user describes an incident, alarm, outage, or unexplained behavior — keywords like…setup-security-agentConfigure AWS Security Agent for the current workspace — provision or reuse an agent space, IAM service role, and S3 bucket.diff-scanning-with-aws-security-agentRun a fast AWS Security Agent diff scan on only the changed code since a git ref.analyzing-release-readinessTrigger a pre-merge release readiness review on a GitHub PR, GitLab MR, or local branch.scanning-with-aws-security-agentRun 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…threat-modeling-with-aws-security-agentRun an AWS Security Agent threat model review on spec/design documents.remediating-with-aws-security-agentPull AWS Security Agent findings (penetration tests and code reviews) and drive remediation.running-release-testsRun automated release testing (UI or API) via the AWS DevOps Agent using a pre-configured test profile.coordinating-multi-space-devops-agentCoordinate the AWS DevOps Agent across multiple AgentSpaces from one Claude Code session — route questions to the right space (prod vs staging vs knowledge),…