- Standalone for Notes; reuse `automating-mac-apps` for permissions, shell, and Objective-C/UI scripting patterns.

- Standalone for Numbers, aligned with `automating-mac-apps` patterns.

- Standalone for Pages, aligned with `automating-mac-apps` patterns.

- Standalone for PowerPoint, aligned with `automating-mac-apps` patterns.

- This is a standalone skill for Voice Memos automation.

- Standalone for Word, aligned with `automating-mac-apps` patterns.

Interactive workflow design advisor that helps plan and architect automation workflows through guided conversations.

Expert-level automotive systems, connected vehicles, fleet management, telematics, ADAS, and automotive software

Design patterns for building autonomous coding agents. Covers tool integration, permission systems, browser automation, and human-in-the-loop workflows. Use when building AI agents, designing tool APIs, implementing permission systems, or creating autonomous coding assistants.

Evaluate a codebase against proven patterns for autonomous agent execution and provide tailored recommendations.

Execute implementation plans or backlog items autonomously with shared-context architecture for maximum accuracy

Manages autonomous iterative development loops that repeat until completion. Use when asked to loop, iterate, keep going until done, work autonomously, run overnight, or continue until a condition is met. Supports checkpointing, cost tracking, and safety limits.

Execute 1-2+ hour tasks autonomously with minimal supervision. Requires Task Contract (OUTCOME, EXCLUSIONS, DURATION, GUARDRAILS) upfront, then executes with clarification → plan → autonomous work → session report.

Full autonomous execution from idea to working code

Search millions of new and used cars from dealers and private sellers.

Guide for using Ava's MCP tools effectively for task management and progress reporting. Use when working with Ava MCP server to report progress on coding tasks, including starting tasks, updating progress, reporting blockers, and completing tasks. Helps users understand best practices for privacy-conscious task reporting with minimal effort.

Guidelines for modern Avalonia UI layout using Zafiro.Avalonia, emphasizing shared styles, generic components, and avoiding XAML redundancy.

Optimal ViewModel and Wizard creation patterns for Avalonia using Zafiro and ReactiveUI.

Mandatory skills, conventions, and behavioral rules for Avalonia UI development using the Zafiro toolkit.

Control the VTuber avatar system — speak through it with lip sync, change expressions, manage the avatar renderer and control server. Use when interacting with the avatar, making it speak, changing expressions, or troubleshooting avatar connection issues.

Stop building features nobody needs. This skill helps you ship products that solve real problems without drowning in unnecessary complexity.

Provides comprehensive guidance for Avue CRUD component including table operations, form handling, and data management. Use when the user asks about Avue CRUD, needs to implement table CRUD operations, or build data management interfaces.

Provides comprehensive guidance for Avue Form component including form configuration, validation, and dynamic forms. Use when the user asks about Avue Form, needs to create dynamic forms, implement form validation, or work with form configurations.

Gaming landing page with GSAP scroll animations, 3D effects, and video storytelling.

Build AI agents with AWS Bedrock AgentCore. Use when developing agents on AWS infrastructure, creating tool-use patterns, implementing agent orchestration, or integrating with Bedrock models. Triggers on keywords like AgentCore, Bedrock Agent, AWS agent, Lambda tools.

Deploys and hosts full-stack web applications on AWS Amplify with SSR support, CI/CD, and backend services. Use when deploying Next.js apps to AWS, setting up Amplify hosting, or configuring Amplify backends.

Expert guidance for deploying and managing applications across AWS and Azure cloud platforms. Use when deploying to AWS, Azure, managing cloud infrastructure, or implementing multi-cloud strategies.

AWS Cloud Development Kit infrastructure as code patterns and best practices for serverless, containers, and cloud-native applications

Comprehensive guide to AWS cloud architecture covering compute, storage, databases, networking, security, serverless, and cost optimization with production-ready patterns

Implement monitoring, alerting, and observability with CloudWatch

Launch, configure, and manage EC2 instances with best practices

Deploy and manage containerized applications on ECS/Fargate

Configure AWS IAM users, roles, policies, and identity federation

AWS Prescriptive Guidance for best practices and architectural patterns. Use for AWS architecture recommendations, SageMaker AI endpoints guidance, deployment patterns, and AWS solution architectures.

Deploy and configure RDS/Aurora databases with HA and security

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 development with infrastructure automation and cloud architecture patterns

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.

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 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