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Mobile Development Skill — Quick Reference

This skill equips mobile developers with execution-ready patterns for building native and cross-platform mobile applications. Apply these patterns when you need iOS/Android app architecture, UI components, navigation flows, API integration, offline storage, authentication, or mobile-specific features.

When to Use This Skill

Use this skill when you need:

• iOS app development (Swift, SwiftUI, UIKit)
• Android app development (Kotlin, Jetpack Compose)
• Cross-platform development (React Native, WebView)
• Mobile app architecture and patterns
• Navigation and routing
• State management (Redux, MobX, MVVM)
• Network requests and API integration
• Local data storage (Core Data, Room, SQLite)
• Authentication and session management
• Push notifications (APNs, FCM)
• Camera and media access
• Location services
• App Store / Play Store deployment
• Mobile performance optimization
• Offline-first architecture
• Deep linking and universal links

Quick Reference Table

Decision Tree: Platform Selection

Need to build mobile app for: [Target Audience]
    │
    ├─ iOS only?
    │   ├─ New app? → SwiftUI (modern, declarative)
    │   ├─ Existing UIKit codebase? → UIKit + incremental SwiftUI adoption
    │   └─ Complex animations? → UIKit for fine-grained control
    │
    ├─ Android only?
    │   ├─ New app? → Jetpack Compose (modern, declarative)
    │   ├─ Existing Views codebase? → Views + incremental Compose adoption
    │   └─ Complex custom views? → Custom View for fine-grained control
    │
    ├─ Both iOS and Android?
    │   ├─ Need maximum performance / platform fidelity?
    │   │   └─ Build separate native apps (Swift + Kotlin)
    │   │
    │   ├─ Need faster development + code sharing?
    │   │   ├─ JavaScript/TypeScript team? → React Native (Expo-managed or bare)
    │   │   ├─ Dart team? → Flutter
    │   │   └─ Kotlin team? → Kotlin Multiplatform (KMP)
    │   │
    │   ├─ Kotlin Multiplatform (KMP)?
    │   │   ├─ Share business logic only? → KMP shared module + native UI
    │   │   ├─ Share some UI? → Compose Multiplatform (validate iOS maturity for your needs)
    │   │   └─ Shared modules need platform UI? → Keep native UI, share domain/data/networking
    │   │
    │   └─ Wrapping existing web app?
    │       ├─ Simple wrapper? → WebView (iOS WKWebView / Android WebView)
    │       └─ Native features needed? → Capacitor or React Native WebView
    │
    └─ Prototype/MVP only?
        └─ React Native or Flutter for fastest iteration

Decision Tree: Architecture Pattern

Choosing architecture pattern?
    │
    ├─ iOS (Swift)?
    │   ├─ SwiftUI app? → MVVM with @Observable/ObservableObject (based on OS baseline)
    │   ├─ Complex SwiftUI? → TCA (Composable Architecture) for testability
    │   ├─ UIKit app? → MVVM-C (Coordinator pattern)
    │   ├─ Large team? → Clean Architecture + MVVM
    │   └─ Simple app? → MVC (Apple default)
    │
    ├─ Android (Kotlin)?
    │   ├─ Compose app? → MVVM with ViewModel + StateFlow
    │   ├─ Views app? → MVVM with LiveData
    │   ├─ Large team? → Clean Architecture + MVVM
    │   └─ Simple app? → Activity/Fragment-based
    │
    └─ React Native?
        ├─ Small app? → Context API + useState
        ├─ Medium app? → Redux Toolkit or Zustand
        └─ Large app? → Redux + RTK Query + feature-based structure

Decision Tree: Data Persistence

Need to store data locally?
    │
    ├─ Simple key-value pairs?
    │   ├─ iOS → UserDefaults
    │   ├─ Android → SharedPreferences / DataStore
    │   └─ RN → AsyncStorage
    │
    ├─ Structured data with relationships?
    │   ├─ iOS → Core Data or SwiftData
    │   ├─ Android → Room Database
    │   └─ RN → WatermelonDB or Realm
    │
    ├─ Secure credentials?
    │   ├─ iOS → Keychain
    │   ├─ Android → EncryptedSharedPreferences / Keystore
    │   └─ RN → react-native-keychain
    │
    └─ Large files/media?
        ├─ iOS → FileManager (Documents/Cache)
        ├─ Android → Internal/External Storage
        └─ RN → react-native-fs

Decision Tree: Networking

Need to make API calls?
    │
    ├─ iOS?
    │   ├─ Simple REST? → URLSession + async/await
    │   ├─ Complex API? → URLSession + Codable
    │   └─ GraphQL? → Apollo iOS
    │
    ├─ Android?
    │   ├─ Simple REST? → Retrofit + Coroutines
    │   ├─ Complex API? → Retrofit + OkHttp interceptors
    │   └─ GraphQL? → Apollo Android
    │
    └─ React Native?
        ├─ Simple REST? → fetch() or Axios
        ├─ Complex API? → RTK Query or React Query
        └─ GraphQL? → Apollo Client

Core Capabilities

iOS Development

• UI Frameworks : SwiftUI (declarative), UIKit (imperative)
• Architecture : MVVM, Clean Architecture, Coordinator, TCA (Composable Architecture)
• Concurrency : Swift Concurrency (async/await, actors, TaskGroup); keep UI state on @MainActor; enable strict concurrency checks as appropriate
• Storage : Core Data, SwiftData, Keychain
• Networking : URLSession, async/await patterns
• Platform compliance : Privacy manifests + required-reason APIs, background execution limits, and accessibility settings (Dynamic Type, VoiceOver)
• Defensive Decoding : Handle missing fields, array/dict formats, snake_case/camelCase

Android Development

• UI Frameworks : Jetpack Compose (declarative), Views (XML)
• Architecture : MVVM, Clean Architecture, MVI
• Concurrency : Coroutines, Flow, LiveData
• Storage : Room, DataStore, Keystore
• Networking : Retrofit, OkHttp, Ktor

Cross-Platform Development

• Kotlin Multiplatform (KMP) : Share domain/data/networking; keep native UI; consider Compose Multiplatform when shared UI is worth the constraints
• React Native : JavaScript/TypeScript; evaluate New Architecture readiness and native-module surface area; Expo-managed path is often fastest for greenfield apps
• Flutter : Dart; high code sharing; validate platform-specific gaps and plugin maturity for your requirements
• WebView : WKWebView (iOS), WebView (Android), JavaScript bridge

Platform Baselines (Verify Current Requirements)

iOS/iPadOS (Core)

• Privacy manifest files (app + embedded SDKs) are maintained and reviewed https://developer.apple.com/documentation/bundlereferences/privacy_manifest_files
• Required-reason APIs are declared with valid reasons https://developer.apple.com/documentation/bundlereferences/privacy_manifest_files
• Background work uses supported primitives (avoid fragile timers) https://developer.apple.com/documentation/backgroundtasks
• App Transport Security is configured; exceptions are justified and documented https://developer.apple.com/documentation/bundlereferences/information_property_list/nsapptransportsecurity
• Concurrency is implemented with Swift Concurrency (async/await, actors, TaskGroup) and checked with current Swift language mode settings https://docs.swift.org/swift-book/LanguageGuide/Concurrency.html
• Swift 6 migration / strict concurrency guidance is followed when upgrading toolchains https://developer.apple.com/documentation/swift/adoptingswift6
• UI/UX follows current Human Interface Guidelines (including accessibility) https://developer.apple.com/design/human-interface-guidelines/ios

Android (Core)

• Background work uses WorkManager for deferrable, guaranteed work https://developer.android.com/topic/libraries/architecture/workmanager
• Network calls and auth state survive process death (no hidden singleton assumptions) [Inference]
• Target SDK meets current Google Play requirements (verify policy + deadlines) https://support.google.com/googleplay/android-developer/answer/11926878
• Prefer Play Integrity API over deprecated SafetyNet Attestation https://developer.android.com/google/play/integrity
• Prefer Credential Manager for passkeys and modern sign-in flows https://developer.android.com/identity/sign-in/credential-manager

Cross-Platform (Core)

• Feature parity is explicit (document what is native-only vs shared) [Inference]
• Bridges are treated as public APIs (versioned, tested, and observable) [Inference]
• React Native upgrades follow the official upgrade guide; validate New Architecture readiness against your native-module surface area https://reactnative.dev/docs/upgrading
• Expo SDK upgrades follow Expo release notes and upgrade guides https://expo.dev/changelog

Optional: AI/Automation Extensions

Note : Skip unless the app ships AI/automation features.

• iOS: Core ML / on-device inference primitives https://developer.apple.com/documentation/coreml
• Android: Google ML Kit https://developers.google.com/ml-kit
• Verify: model size/battery impact, offline/online behavior, user controls (cancel/undo), and privacy boundaries [Inference]

Common Patterns

App Startup Checklist

1. Initialize dependencies

   • Configure DI container (Hilt/Koin/Swinject)
   • Set up logging and crash reporting
   • Initialize analytics

2. Check authentication state

   • Validate stored tokens
   • Refresh if needed
   • Route to login or main screen

3. Configure app state

   • Load user preferences
   • Set up push notification handlers
   • Initialize deep link handling

Offline-First Architecture

1. Local-first data access
   - Always read from local database
   - Display cached data immediately
   - Show loading indicator for sync

2. Background sync
   - Queue write operations
   - Sync when connectivity available
   - Handle conflict resolution

3. Optimistic updates
   - Update UI immediately
   - Sync in background
   - Rollback on failure

Push Notification Setup

iOS (APNs):
1. Enable Push Notifications capability
2. Request user permission
3. Register for remote notifications
4. Handle device token
5. Implement notification delegate

Android (FCM):
1. Add Firebase to project
2. Implement FirebaseMessagingService
3. Handle notification/data messages
4. Manage notification channels (Android 8+)
5. Handle background/foreground states

Performance Optimization

App Store Deployment Checklist

iOS App Store

• App icons (all required sizes)
• Launch screen configured
• Privacy manifest per target and embedded frameworks (iOS 18+)
• Required-reason APIs declared with justifications
• Third-party SDK privacy manifests attached; SDK signature attestation (iOS 19+)
• Info.plist permissions explanations
• App Store screenshots (all device sizes)
• App Store description and keywords
• Privacy policy URL
• TestFlight beta testing

Google Play Store

• App icons and feature graphic
• Store listing screenshots
• Privacy policy URL
• Content rating questionnaire
• Target API level compliance
• Data safety form
• Internal/closed/open testing tracks

Navigation

Resources

• references/ios-best-practices.md — iOS architecture, concurrency, testing, performance, defensive decoding, and accessibility
• references/android-best-practices.md — Android/Kotlin architecture, coroutines, Compose, testing, performance
• references/operational-playbook.md — Mobile architecture patterns, platform-specific guides, security notes, and decision tables
• references/cross-platform-comparison.md — React Native vs Flutter vs KMP vs native: performance, ecosystem, CI/CD, migration paths
• references/mobile-testing-patterns.md — Testing pyramid, XCTest, Espresso, Detox, Maestro, device farms, performance testing
• references/offline-first-architecture.md — Local databases, sync strategies, conflict resolution, background sync, optimistic updates
• references/push-notifications-guide.md — APNs, FCM, permission patterns, notification channels, rich notifications, analytics
• references/deep-linking-guide.md — Universal Links, App Links, deferred deep links, React Native integration, routing architecture

Shared Checklists

• ../software-clean-code-standard/assets/checklists/mobile-release-checklist.md — Product-agnostic mobile release readiness checklist (core + optional AI)

Shared Utilities (Centralized patterns — extract, don't duplicate)

• ../software-clean-code-standard/utilities/auth-utilities.md — Argon2id, jose JWT, OAuth 2.1/PKCE (backend auth for mobile clients)
• ../software-clean-code-standard/utilities/error-handling.md — Error patterns, Result types
• ../software-clean-code-standard/utilities/resilience-utilities.md — Retry, circuit breaker for network calls
• ../software-clean-code-standard/utilities/logging-utilities.md — Structured logging patterns
• ../software-clean-code-standard/utilities/testing-utilities.md — Test factories, fixtures, mocks
• ../software-clean-code-standard/references/clean-code-standard.md — Canonical clean code rules (CC-*) for citation

Templates

• Swift : assets/swift/template-swift.md, assets/swift/template-swift-concurrency.md, assets/swift/template-swift-combine.md, assets/swift/template-swift-performance.md, assets/swift/template-swift-testing.md
• SwiftUI : assets/swiftui/template-swiftui-advanced.md
• Kotlin/Android : assets/kotlin/template-kotlin.md, assets/kotlin/template-kotlin-coroutines.md, assets/kotlin/template-kotlin-compose-advanced.md, assets/kotlin/template-kotlin-testing.md

Anti-Patterns to Avoid

Trend Awareness Protocol

IMPORTANT : When users ask recommendation questions about mobile development, you MUST use a web search capability (if available) to check current trends before answering. If web search is unavailable, say so and answer using data/sources.json, clearly flagging that the recommendation may be stale.

Trigger Conditions

• "What's the best mobile framework for [use case]?"
• "What should I use for [cross-platform/native/hybrid]?"
• "What's the latest in iOS/Android development?"
• "Current best practices for [Swift/Kotlin/React Native]?"
• "Is [React Native/Flutter/Expo] still relevant in 2026?"
• "[React Native] vs [Flutter] vs [native]?"
• "Best approach for [offline/push/deep linking]?"

Required Searches

1. Search: "mobile development best practices 2026"
2. Search: "[iOS/Android/React Native/Flutter] updates 2026"
3. Search: "mobile framework comparison 2026"
4. Search: "[Expo/Swift/Kotlin] new features 2026"

What to Report

After searching, provide:

• Current landscape : What frameworks/approaches are popular NOW
• Emerging trends : New patterns or tools gaining traction
• Deprecated/declining : Approaches that are losing relevance
• Recommendation : Based on fresh data and recent releases

Example Topics (verify with fresh search)

• Current iOS + Swift Concurrency migration guidance
• Current Play target SDK policy and identity/auth guidance
• React Native New Architecture maturity and upgrade pain points
• Expo-managed vs bare React Native tradeoffs
• Flutter vs React Native vs KMP ecosystem in 2026
• Compose Multiplatform readiness for iOS in 2026

Related Skills

• ../software-frontend/SKILL.md — Web-facing UI patterns and Next.js integration
• ../software-backend/SKILL.md — API design, auth, and backend contracts for mobile clients
• ../qa-testing-strategy/SKILL.md — Mobile CI, test strategy, and reliability gates
• ../qa-resilience/SKILL.md — Resilience patterns for networked mobile apps
• ../qa-testing-ios/SKILL.md — iOS-focused test planning, XCTest/Swift Testing patterns, device matrix, and app health checks
• ../software-ui-ux-design/SKILL.md — Mobile UI/UX design patterns and accessibility

Fact-Checking

• Use web search/web fetch to verify current external facts, versions, pricing, deadlines, regulations, or platform behavior before final answers.
• Prefer primary sources; report source links and dates for volatile information.
• If web access is unavailable, state the limitation and mark guidance as unverified.

Weekly Installs

79

Repository

vasilyu1983/ai-…s-public

GitHub Stars

49

First Seen

Jan 23, 2026

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