Aws Skills
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agents-build
agent-toolkit-for-aws/plugins/aws-agents/skills/agents-build
Use to extend an existing agent project with memory, app integration, VPC, multi-agent, migration, model, browser, code interpreter, payments, or resource…
agents-connect
agent-toolkit-for-aws/plugins/aws-agents/skills/agents-connect
Use when connecting your agent to external APIs, tools, or services via Gateway, or restricting tool access with Cedar policies. Handles gateway setup, target…
agents-debug
agent-toolkit-for-aws/plugins/aws-agents/skills/agents-debug
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
agent-toolkit-for-aws/plugins/aws-agents/skills/agents-deploy
Use when deploying your agent to AWS, or when a deploy has failed. Handles pre-flight validation, CDK/IAM/quota error diagnosis, version management, rollback,…
agents-get-started
agent-toolkit-for-aws/plugins/aws-agents/skills/agents-get-started
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
agent-toolkit-for-aws/plugins/aws-agents/skills/agents-harden
Use when preparing your agent for production — IAM scoping, inbound auth (JWT, SigV4), secrets management, cold start optimization, session lifecycle, rate…
agents-optimize
agent-toolkit-for-aws/plugins/aws-agents/skills/agents-optimize
Use when measuring or improving agent quality and performance — set up evaluators, online monitoring, CI/CD quality gates, observability, or cost optimization.…
agents-pay
agent-toolkit-for-aws/plugins/aws-agents/skills/agents-pay
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…
amazon-aurora-mysql
agent-toolkit-for-aws/skills/specialized-skills/database-skills/amazon-aurora-mysql
Amazon Aurora MySQL — creates, modifies, and advises on Aurora MySQL clusters specifically (MySQL-compatible engine, Aurora serverless, parallel query).…
amazon-aurora-postgresql
agent-toolkit-for-aws/skills/specialized-skills/database-skills/amazon-aurora-postgresql
Amazon Aurora PostgreSQL — creates, modifies, and advises on Aurora PostgreSQL clusters specifically (PostgreSQL-compatible engine, Aurora serverless, express…
amazon-bedrock
agent-toolkit-for-aws/skills/core-skills/amazon-bedrock
Builds generative AI applications on Amazon Bedrock. Covers model invocation (Converse API, InvokeModel), RAG with Knowledge Bases, Bedrock Agents, Guardrails,…
amazon-documentdb
agent-toolkit-for-aws/skills/specialized-skills/database-skills/amazon-documentdb
Manages Amazon DocumentDB end-to-end — serverless-on-8.0 cluster setup, TLS/VPC/driver config, flexible-schema and vector-search data modeling, MongoDB…
amazon-dynamodb
agent-toolkit-for-aws/skills/specialized-skills/database-skills/amazon-dynamodb
Designs, reviews, and debugs DynamoDB data layers from design axioms — enumerates access patterns, chooses partition/sort keys and GSIs, decides single-table…
amazon-elasticache
agent-toolkit-for-aws/skills/specialized-skills/database-skills/amazon-elasticache
Activate when developers have latent caching needs: slow API responses, database read bottlenecks, DynamoDB throttling or cost, RDS/Aurora scaling pressure,…
amazon-keyspaces
agent-toolkit-for-aws/skills/specialized-skills/database-skills/amazon-keyspaces
Provides authoritative compatibility checks, pricing estimates, connection troubleshooting, pre-warming guidance, and infrastructure mutations for Amazon…
amazon-opensearch-service
agent-toolkit-for-aws/plugins/aws-data-analytics/skills/amazon-opensearch-service
Amazon OpenSearch Service and Serverless across five capabilities — migration (Solr/ES/self-managed OpenSearch into AOS/AOSS, schema/query translation, sizing,…
amazon-ses
agent-toolkit-for-aws/skills/specialized-skills/messaging-and-streaming-skills/amazon-ses
Configures Amazon SES V2 for production email sending — including domain identity creation, DKIM/SPF/DMARC authentication, one-shot DNS record presentation,…
analyzing-release-readiness
agent-toolkit-for-aws/plugins/aws-agents-for-devsecops/skills/analyzing-release-readiness
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, correctness,…
arc-region-switch
agent-toolkit-for-aws/skills/specialized-skills/resilience-skills/arc-region-switch
Answers questions about Amazon Application Recovery Controller (ARC) Region switch including architecture, plans, execution blocks, workflows, triggers,…
aurora-dsql
agent-toolkit-for-aws/skills/specialized-skills/database-skills/aurora-dsql
Provisions and manages Aurora DSQL clusters, connects via psql or DSQL Connectors, manages schemas, runs queries, migrates from MySQL, diagnoses query plans,…
aws-ai-ml
agent-toolkit-for-aws/skills/core-skills/aws-ai-ml
Selects, deploys, and customizes AI models on Amazon SageMaker. Fine-tuning (SFT, DPO, RLVR, RLAIF), model selection, dataset preparation, evaluation,…
aws-amplify
agent-toolkit-for-aws/skills/specialized-skills/web-and-mobile-development/aws-amplify
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
agent-toolkit-for-aws/skills/core-skills/aws-auth
Adds user authentication to web and mobile apps with Amazon Cognito (user pools and identity pools) and the AWS Amplify client auth libraries. Covers…
aws-billing-and-cost-management
agent-toolkit-for-aws/skills/core-skills/aws-billing-and-cost-management
Analyze AWS costs, find savings, manage budgets, evaluate Savings Plans and Reserved Instances, right-size EC2/Lambda/RDS/EBS with Compute Optimizer, look up…
aws-blocks
agent-toolkit-for-aws/skills/core-skills/aws-blocks
Guides building full-stack applications with AWS Blocks — an Infrastructure-from-Code framework. Applies when creating APIs, selecting Building Blocks…
aws-cdk
agent-toolkit-for-aws/skills/core-skills/aws-cdk
Authors, deploys, and troubleshoots AWS infrastructure using CDK with TypeScript or Python. Covers best practices, stack architecture, and construct patterns.…
aws-cleanrooms
agent-toolkit-for-aws/skills/specialized-skills/analytics-skills/aws-cleanrooms
Troubleshoots and debugs AWS Clean Rooms collaboration issues related to IAM roles, S3 bucket policies, KMS keys, Lake Formation permissions, and CloudWatch…
aws-cloudformation
agent-toolkit-for-aws/skills/core-skills/aws-cloudformation
Author, validate, and troubleshoot AWS CloudFormation templates. Covers template authoring with secure defaults, pre-deployment validation (cfn-lint,…
aws-compute
agent-toolkit-for-aws/skills/core-skills/aws-compute
Provisions, scales, and operates Amazon EC2 virtual-machine workloads: instance-type selection (Graviton/Arm64, burstable T credits, GPU, instance store vs…
aws-containers
agent-toolkit-for-aws/skills/core-skills/aws-containers
Deploys and operates containerized workloads on ECS, Fargate, and ECR. Covers task definitions, Fargate services, ECR repository setup and lifecycle policies,…
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