Configure AWS RDS (Aurora, MySQL, PostgreSQL) with Spring Boot applications. Use when setting up datasources, connection pooling, security, and production-ready database configuration.

Amazon SageMaker for building, training, and deploying machine learning models. Use for SageMaker AI endpoints, model training, inference, MLOps, and AWS machine learning services.

Core patterns and best practices for AWS SDK for Java 2.x. Use when configuring AWS service clients, setting up authentication, managing credentials, configuring timeouts, HTTP clients, or following AWS SDK best practices.

Implement AWS messaging patterns using AWS SDK for Java 2.x for SQS queues and SNS topics. Send/receive messages, manage FIFO queues, implement DLQ, publish messages, manage subscriptions, and build pub/sub patterns.

AWS Secrets Manager patterns using AWS SDK for Java 2.x. Use when storing/retrieving secrets (passwords, API keys, tokens), rotating secrets automatically, managing database credentials, or integrating secret management into Spring Boot applications.

AWS development with infrastructure automation and cloud architecture patterns

Expert AWS solution architecture for startups focusing on serverless, scalable, and cost-effective cloud infrastructure with modern DevOps practices and infrastructure-as-code

Use when working with AWS Strands Agents SDK or Amazon Bedrock AgentCore platform for building AI agents. Provides architecture guidance, implementation patterns, deployment strategies, observability, quality evaluations, multi-agent orchestration, and MCP server integration.

Build AI agents with Strands Agents SDK. Use when developing model-agnostic agents, implementing ReAct patterns, creating multi-agent systems, or building production agents on AWS. Triggers on Strands, Strands SDK, model-agnostic agent, ReAct agent.

Design and implement production-grade VPC architectures

Designer portfolio with Locomotive Scroll, GSAP, and Framer Motion animations.

Use when structuring app entry points, managing authentication flows, switching root views, handling scene lifecycle, or asking 'how do I structure my @main', 'where does auth state live', 'how do I prevent screen flicker on launch', 'when should I modularize' - app-level composition patterns for iOS 26+

Use when making app surface in Spotlight search, Siri suggestions, or system experiences - covers the 6-step strategy combining App Intents, App Shortcuts, Core Spotlight, and NSUserActivity to feed the system metadata for iOS 16+

Use when implementing 'CloudKit sync', 'CKSyncEngine', 'CKRecord', 'CKDatabase', 'SwiftData CloudKit', 'shared database', 'public database', 'CloudKit zones', 'conflict resolution' - comprehensive CloudKit database APIs and modern sync patterns reference

Comprehensive guide to Codable protocol conformance for JSON and PropertyList encoding/decoding in Swift 6.x.

Use when indexing app content for Spotlight search, using NSUserActivity for prediction/handoff, or choosing between CSSearchableItem and IndexedEntity - covers Core Spotlight framework and NSUserActivity integration for iOS 9+

Use when app freezes, UI unresponsive, main thread blocked, watchdog termination, or diagnosing hang reports from Xcode Organizer or MetricKit

Use when implementing 'iCloud Drive', 'ubiquitous container', 'file sync', 'NSFileCoordinator', 'NSFilePresenter', 'isUbiquitousItem', 'NSUbiquitousKeyValueStore', 'ubiquitous file sync' - comprehensive file-based iCloud sync reference

Use when implementing privacy manifests, requesting permissions, App Tracking Transparency UX, or preparing Privacy Nutrition Labels - covers just-in-time permission requests, tracking domain management, and Required Reason APIs from WWDC 2023

SQLiteData advanced patterns, @Selection column groups, single-table inheritance, recursive CTEs, database views, custom aggregates, TableAlias self-joins, JSON/string aggregation

Use when asking about 'purge files', 'storage pressure', 'disk space iOS', 'isExcludedFromBackup', 'URL resource values', 'volumeAvailableCapacity', 'low storage', 'file purging priority', 'cache management' - comprehensive reference for iOS storage management and URL resource value APIs

Use when you see 'actor-isolated', 'Sendable', 'data race', '@MainActor' errors, or when asking 'why is this not thread safe', 'how do I use async/await', 'what is @MainActor for', 'my app is crashing with concurrency errors', 'how do I fix data races' - Swift 6 strict concurrency patterns with actor isolation and async/await

Use when working with SwiftData - @Model definitions, @Query in SwiftUI, @Relationship macros, ModelContext patterns, CloudKit integration, iOS 26+ features, and Swift 6 concurrency with @MainActor — Apple's native persistence framework

Reference — SwiftUI stacks, grids, outlines, and scroll enhancements through iOS 26

Use when starting any iOS/Swift conversation - establishes how to find and use Axiom skills, requiring Skill tool invocation before ANY response including clarifying questions

Implements structured logging and observability with Axiom for serverless applications. Use when adding logging, tracing, and Web Vitals monitoring to Next.js and Vercel applications.

Promise-based HTTP client for making requests from browser and Node.js

Service architecture patterns for Axum applications including layered design (Router → Handler → Service → Repository), AppState with FromRef for dependency injection, Tower ServiceBuilder for middleware composition, and modular router organization. Use when designing service layers, managing dependencies, composing middleware stacks, or structuring Axum applications.

Ergonomic Rust web framework built on Tower and Tokio.

Azure CLI (az) operations for resource groups, deployments (ARM/Bicep), app services/container apps, ACR images, Key Vault secrets, role assignments, and operational checks. Use when a request involves `az` commands, Azure deployments, secrets/app settings, or Azure resource management.

Deploy to Azure Container Apps using azd (provision + deploy workflow)

Deploy containerized applications to Azure Container Apps using Azure Developer CLI (azd). Use when setting up azd projects, writing azure.yaml configuration, creating Bicep infrastructure for Container Apps, configuring remote builds with ACR, implementing idempotent deployments, managing environment variables across local/.azure/Bicep, or troubleshooting azd up failures. Triggers on requests for azd configuration, Container Apps deployment, multi-service deployments, and infrastructure-as-code with Bicep.

name: azd-deployment

Azure AD OAuth2/OIDC SSO integration for Kubernetes applications. Use when implementing Single Sign-On, configuring Azure AD App Registrations, restricting access by groups, or integrating tools (DefectDojo, Grafana, ArgoCD, Harbor, SonarQube) with Azure AD authentication.

name: azure-admin

Build AI solutions with Azure AI services including OpenAI, Cognitive Services, Document Intelligence, and AI Search. Use for enterprise AI, document processing, and intelligent applications on Azure.

API gateway and management with Azure API Management. Configure policies, rate limiting, authentication, and developer portal. Use for API lifecycle management, gateway patterns, and API security on Azure.

Deploy and manage web apps using Azure App Service with auto-scaling, deployment slots, SSL/TLS, and monitoring. Use for hosting web applications on Azure.

Work with Azure DevOps Product Backlog Items using az boards CLI

Deploy containerized apps with Azure Container Apps. Configure auto-scaling, Dapr integration, traffic splitting, and managed identities. Use for microservices, APIs, background jobs, and event-driven applications on Azure.

Build globally distributed applications with Azure Cosmos DB. Configure multi-region writes, consistency levels, partitioning, and change feed. Use for NoSQL databases, real-time analytics, and globally distributed data on Azure.

Deploy Azure infrastructure, BFF API, Static Web Apps, and configure App Service settings

Event routing with Azure Event Grid. Configure topics, subscriptions, event handlers, and dead-lettering. Use for event-driven architectures, serverless triggers, and reactive systems on Azure.

Expert-level Microsoft Azure cloud platform, services, and architecture

Create serverless functions on Azure with triggers, bindings, authentication, and monitoring. Use for event-driven computing without managing infrastructure.

Comprehensive Azure cloud management skill using Azure CLI. Manage 40+ Azure services including storage, databases, containers, monitoring, security, AI services, messaging, and infrastructure. Use for any Azure resource management, configuration, troubleshooting, or deployment tasks.

Comprehensive Azure cloud management skill using Azure CLI. Manage 40+ Azure services including storage, databases, containers, monitoring, security, AI services, messaging, and infrastructure. Triggers on Azure, cloud, blob, cosmos, keyvault, AKS, kubernetes, monitor, SQL, postgres, mysql, event grid, service bus, functions, app service, resource group, subscription.

Enterprise messaging with Azure Service Bus. Configure queues, topics, subscriptions, and message processing. Use for async communication, event-driven architectures, and reliable message delivery on Azure.

Helps create, configure, and deploy Azure Static Web Apps using the SWA CLI. Use when deploying static sites to Azure, setting up SWA local development, configuring staticwebapp.config.json, adding Azure Functions APIs to SWA, or setting up GitHub Actions CI/CD for Static Web Apps.

Deploy static sites with Azure Static Web Apps. Configure API routes, authentication, custom domains, and staging environments. Use for JAMstack, SPAs, static sites, and serverless backends on Azure.