Machine learning in Python with scikit-learn. Use when working with supervised learning (classification, regression), unsupervised learning (clustering, dimensionality reduction),…
Best practices for scikit-learn machine learning, model development, evaluation, and deployment in Python
Classical ML in Python: classification, regression, clustering, dim reduction, evaluation, tuning, preprocessing pipelines.
VBShop mobil (mobile/) projesine yeni bir feature veya ekran iskeleti ekler — Clean Architecture katmanları (domain/data/presentation), Riverpod provider'ları, go_router rotası ve…
Act as a Senior Full-Stack Mobile Developer building production-ready iOS business management applications.
Full Sentry SDK setup for Android. Use when asked to "add Sentry to Android", "install sentry-android", "setup Sentry in Android", or configure error monitoring, tracing,…
Add a single SwiftUI UI component from ShipSwift recipes (animation, chart, alert, loading, input, etc.).
Build a complete iOS feature by composing multiple ShipSwift recipes (auth, camera, chat, paywall, settings, dashboards, etc.).
Ship Shopify theme work from a Trello ticket end to end: inspect the card including Figma links, implement the theme change, deploy or update the correct preview/dev theme,…
Verify a developer's finished Shopify theme ticket and render a verdict. Dogfood the posted preview theme and Customizer (desktop + mobile) against the card's acceptance criteria…
Use when developing Flutter mobile apps with MVVM + Riverpod, ObjectBox persistence, Amplify/Cognito auth, Firebase, Dio networking, or code generation.
Run end-to-end agent simulations, review traces, and watch production regressions when reliability work spans pre-release testing and live monitoring.
Integration patterns for Flutter + Firebase + Riverpod — auth, Firestore, Cloud Functions, project structure
Markiert GrESt-, Ertragsteuer-, USt- und Bewertungsfragen als Schnittstellen mit steuerlicher Prüfungspflicht im Erbbaurecht Praxis.
StoreKit 2 in-app purchases and subscriptions in Swift — Product fetch, purchase flow, transaction verification, entitlement checks, Transaction.updates listener, restore, and…
Guia completo de integração Supabase com Flutter. Use este skill sempre que o usuário mencionar supabase_flutter, integrar Supabase num app Flutter, autenticação com Supabase no…
Swift 6 fundamentals for all Apple platforms. Use when implementing concurrency, architecture, testing, i18n, or performance optimization across iOS, macOS, iPadOS, watchOS,…
Comprehensive Swift development for building, testing, and deploying iOS/macOS applications. Use when Claude needs to: (1) Build Swift packages or Xcode projects from command…
Builds iOS/macOS/watchOS/tvOS applications, implements SwiftUI views and state management, designs protocol-oriented architectures, handles async/await concurrency, imple — from…
Expert in the Swift ecosystem, specializing in iOS/macOS/visionOS development, Swift 6 concurrency, and deep system integration.
Comprehensive guide to UI/UX design principles, architectural patterns, and animation techniques for building high-quality iOS apps with Swift.
Apply modern Swift language patterns and idioms for non-concurrency, non-SwiftUI code. Covers if/switch expressions (Swift 5.9+), typed throws (Swift 6+), result builders,…
Comprehensive macOS app development with Swift 6.2, SwiftUI, SwiftData, Swift Concurrency, Foundation Models, Swift Testing, ScreenCaptureKit, and app distribution.
Review Swift/iOS code: SwiftUI, Combine, UIKit, App Store guidelines and iOS architecture
Swift coding rules from ai-toolkit: coding-style, frameworks, patterns, security, testing. Triggers: .swift, Package.swift, .xcodeproj, SwiftUI, Combine, async/await, XCTest.
Swift/SwiftUI strictness, clean code, and security rules. Use when writing, reviewing, or refactoring Swift code in iOS/macOS projects.
Guide SwiftUI app-structure decisions for Apple apps across `App`, scenes, commands, focus, environment, preferences, window and document coordination, and reusable view…
WHEN building SwiftUI views, managing state, setting up shared services, or making architectural decisions; NOT for UIKit or legacy patterns; provides pure SwiftUI data flow…
Reviews SwiftUI code for view composition, state management, performance, and accessibility. Use when reviewing .swift files containing SwiftUI views, property wrappers (@State,…
SwiftUI data flow expert with @Observable, SwiftData, NavigationStack, and structured concurrency. Activate on: SwiftUI state management, @Observable, SwiftData, NavigationStack,…
Diagnose SwiftUI performance issues including unnecessary re-renders, view identity problems, and slow body evaluations.
Use for SwiftUI development work: review and refactor SwiftUI view structure, Observation usage, MV patterns, dependency boundaries, and ViewModel choices; audit SwiftUI…
Expert SwiftUI development guidelines with MVVM architecture and modern Swift best practices
Write, review, or improve SwiftUI code following best practices for state management, view composition, performance, and iOS 26+ Liquid Glass adoption.
Write, review, or improve SwiftUI code following best practices for state management, view composition, performance, modern APIs, Swift concurrency, and iOS 26+ Liquid Gl — from…
Audit and improve SwiftUI runtime performance from code review and architecture. Use for requests to diagnose slow rendering, janky scrolling, high CPU/memory usage, excessive…
Modern SwiftUI toolbar patterns including customizable toolbars, search integration, transition effects, and platform-specific behavior.
Refactor SwiftUI view files toward small dedicated subviews, MV-first data flow, stable view trees, explicit dependencies, extracted actions, and correct Observation usage.
Refactor and review SwiftUI view files for consistent structure, dependency injection, and Observation usage.
Use when adding iOS (Swift) or Android (Kotlin) native code to a Tauri v2 plugin — `tauri plugin android add` / `ios add` scaffolds, the `@TauriPlugin` Kotlin class with…
Produces litigation-ready financial memoranda from multi-year tax returns, covering income trends, filing status changes, deduction patterns, red flags, and trustee…
Audit technical debt in Flutter / Dart projects - analyze code against checklist and generate prioritized report
Invoke when the user needs a technical SEO audit, Core Web Vitals optimization, crawlability analysis, site architecture review, indexation management, JavaScript rendering…
When the user wants to write end-to-end tests for React Native apps using Detox's gray-box testing approach.
Expert guidance for Flutter, Google's UI toolkit for building natively compiled applications for mobile, web, and desktop from a single Dart codebase.
Expert guidance for Ionic, the open-source framework for building cross-platform mobile, desktop, and progressive web apps using web technologies (HTML, CSS,…
When the user wants to write mobile UI tests using Maestro's simple YAML-based flow definitions. Also use when the user mentions 'maestro,' 'mobile UI testing,' 'YAML mobile…
Run a repeatable docs-site check that builds locally, opens the site across device sizes, and reports layout, accessibility, and interaction issues.
TesterArmy API for AI web and mobile app testing. Use when the user mentions TesterArmy, QA automation, test runs, or app testing agents.
Tests authentication and authorization mechanisms in mobile application APIs to identify broken authentication,
Execute mobile app testing on iOS and Android devices/simulators. Use when performing specialized testing.
Modern SwiftUI toolbar patterns including customizable toolbars, search integration, transition effects, and platform-specific behavior.
Top-down mobile game architecture — virtual joystick/tap-to-move/twin-stick touch movement, room transitions, fog of war, spawner patterns, wave systems, minimap.
Produce a complete mobile app architecture design — platform choice, navigation structure, state management, data layer, key screens.
Produce a mobile feature spec — user story, technical approach, component breakdown, platform-specific considerations, edge cases.
Mobile reconnaissance — understand the app's tech stack, architecture, dependencies, and health for takeover.
Use when asked about mobile UI guidelines, touch targets, platform-specific UI rules, or mobile interaction patterns.
Index a repository into a code knowledge graph, expose it through MCP, and give agents architecture-aware context before they answer or edit.
Promote notebook work into rerunnable Python artifacts or lightweight apps when an analysis needs to be shared, versioned, and rerun reliably.
Use node-ical when an agent is handed a raw .ics file or subscription URL and needs normalized event objects, recurrence-aware dates, and timezone-safe fields it can reason over.