Activation-aware weight quantization for 4-bit LLM compression with 3x speedup and minimal accuracy loss.
AWS cloud services including EC2, EKS, S3, Lambda, RDS, and IAM.
Build and deploy full-stack web and mobile apps with AWS Amplify Gen2 (TypeScript code-first).
AWS architecture expertise including Well-Architected Framework, account strategy, VPC and networking design, compute and serverless…
Authors, deploys, and troubleshoots AWS infrastructure using CDK with TypeScript or Python.
This skill provides guidance for AWS CDK development.
Setup and initialization guide for developing AWS CDK (Cloud Development Kit) applications in Python.
Provides AWS CDK TypeScript patterns for defining, validating, and deploying AWS infrastructure as code.
Perform AWS operations via the CLI using static keys, IAM Identity Center, or SAML SSO.
Comprehensive AWS cloud services skill covering S3, Lambda, DynamoDB, EC2, RDS, IAM, CloudFormation, and enterprise cloud architecture…
Authors, validates, and troubleshoots AWS CloudFormation templates.
Automated compliance checking against CIS, PCI-DSS, HIPAA, and SOC 2 benchmarks
Builds and deploys containerized workloads on Elastic Kubernetes Service (EKS), Elastic Container Service (ECS), Fargate, and ECR (Elastic…
AWS cost optimization and FinOps workflows.
Comprehensive AWS cost analysis and optimization recommendations using AWS CLI and Cost Explorer
Use when deploying your agent to AWS, or when a deploy has failed.
Configures CI/CD pipelines using AWS CodePipeline, CodeBuild, CodeDeploy, CodeConnections, and CodeArtifact.
Deep AWS expertise covering IAM, VPC networking, EKS, ECS, Lambda serverless, EC2 and Auto Scaling, RDS and Aurora, DynamoDB, S3…
Chat-based AWS infrastructure assistance using AWS CLI and console context.
Use when working with AWS resources — ECS Fargate, ECR, EFS, Secrets Manager, gomplate templates, multi-env deployments — even when the…
Manage AWS infrastructure (CloudFormation, Cloud Control API, ECS, EKS, Serverless) without MCP.