AI Skills Registry

Provides AWS CloudFormation patterns for DynamoDB tables, GSIs, LSIs, auto-scaling, and streams. Use when creating DynamoDB tables with Clou

Infrastructure automation and configuration management using Ansible playbooks, roles, and inventory. Use for deploying applications, patchi

Use when building cloud-native apps. Keywords: kubernetes, k8s, docker, container, grpc, tonic, microservice, service mesh, observability, t

Comprehensive AWS cost analysis and optimization recommendations using AWS CLI and Cost Explorer

Set up AI Runway on AKS — from bare cluster to running model. Covers cluster verification, controller install, GPU assessment, provider setu

Connects an existing AWS Lambda function to Amazon API Gateway by creating a REST or HTTP API with resource/method setup, Lambda proxy integ

Generates pagination infrastructure with offset or cursor-based patterns, infinite scroll, and search support. Use when user wants to add pa

TanStack Start best practices for full-stack React applications. Server functions, middleware, SSR, authentication, and deployment patterns.

Azure Cosmos DB partition keys, consistency levels, change feed, SDK patterns

The Twelve-Factor App methodology for building scalable, maintainable cloud-native applications. Use when designing backend services, APIs,

Publishes mobile applications to iOS App Store and Google Play with code signing, versioning, and CI/CD automation. Use when preparing app r

Provides AWS CloudFormation patterns for ECS clusters, task definitions, services, container definitions, auto scaling, blue/green deploymen

Provides comprehensive patterns for deploying Next.js applications to production. Use when configuring Docker containers, setting up GitHub

Expert C4 Container-level documentation specialist. Synthesizes Component-level documentation into Container-level architecture, mapping com

Create a new built-in evlog adapter to send wide events to an external observability platform. Use when adding a new drain adapter (e.g., fo

Embed before/after screenshots and annotated images in pull request descriptions. Covers PR description patterns, image upload for Azure Dev

Azure Key Vault SDK for Python. Use for secrets, keys, and certificates management with secure storage.

Design AWS architectures for startups using serverless patterns and IaC templates. Use when asked to design serverless architecture, create

Provides patterns to deploy ECS tasks and services with GitHub Actions CI/CD. Use when building Docker images, pushing to ECR, updating ECS

Map the full CI/CD pipeline — triggers, build, test, deploy flow — with risk assessment. Use when asked "how does this deploy", "map the pip

Creates Dockerfiles, configures CI/CD pipelines, writes Kubernetes manifests, and generates Terraform/Pulumi infrastructure templates. Handl

Use when building Next.js 14+ applications with App Router, server components, or server actions. Invoke to configure route handlers, implem