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Guide an authorized Android security assessment from app inventory and APK acquisition to decompilation, embedded secret checks, exposed component review, runtime inspection, and network traffic analysis. The skill provides documentation and examples rather than bundled executable helpers.

中文简介正在准备中。当前显示英语简介。

• Inventory Android apps within an authorized scope
• Check APKs for embedded secrets and internal URLs
• Review exposed components and Firebase configuration

Plan and develop Android apps with guidance on technology choices, app structure, screen design, testing, debugging, performance, and releases. Covers native Kotlin and Java development alongside Flutter, RN, KMM, and hybrid approaches.

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• Choosing an Android development stack
• Planning app structure and screen design
• Investigating crashes and memory issues

Open local or public web pages in BrowserStack Live for checks on real mobile devices or desktop browsers. The skill prepares temporary access to a local server, launches the requested session, and shares its dashboard link.

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• Check a local page on an Android device
• Open a page in Safari on an iPhone or iPad
• Inspect behavior in a specific desktop browser

Migrate an existing Android app from the legacy Google Mobile Ads SDK to GMA Next-Gen SDK. The skill maps dependencies, imports, classes, and methods, and guides changes to initialization, ad callbacks, and UI thread handling.

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• Replace legacy advertising SDK dependencies
• Update ad imports, classes, and method calls
• Adapt initialization and UI updates in callbacks

Implement rewarded ads with the Google Mobile Ads SDK on Android, iOS, or Unity. Add a user interface for choosing to view an ad for a reward, and follow steps for loading, event handling, display, and verification.

中文简介正在准备中。当前显示英语简介。

• Add ads users choose to view for in-app rewards
• Implement rewarded ads on Android or iOS
• Integrate rewarded ads into a Unity app

Implement full-screen ads at natural transitions in mobile apps using the Google Mobile Ads SDK. Follow platform-specific guidance for Android, iOS, or Unity, covering ad loading, event handling, display, and implementation verification.

中文简介正在准备中。当前显示英语简介。

• Add full-screen ads between app screens
• Implement interstitial ads on Android or iOS
• Integrate interstitial ads into a Unity app

Implement Kotlin applications with asynchronous tasks, shared code across platforms, Android interfaces, and servers. The skill covers state modeling, cancellation handling, tests, and code checks, with guidance for Compose, Ktor, and Flow data streams.

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• Implement asynchronous tasks with coroutines and Flow
• Design shared code for Kotlin Multiplatform
• Build Android interfaces with Jetpack Compose

Guides security testing of Android and iOS apps through file inspection and observation while the app runs. Covers network traffic, stored secrets, external app interfaces, authentication, and backend APIs, with tool examples and a testing checklist.

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• Inspecting APK or IPA files for endpoints and embedded secrets
• Observing app behavior and traffic with Frida
• Reviewing deep links and externally accessible components

Test app interfaces on an Android emulator using ADB, a command-line device tool. Inspect element positions, perform taps and text entry, then check screenshots and React Native logs to verify behavior and investigate layout or interaction bugs.

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• Verify app interfaces after UI changes
• Investigate layout and interaction bugs
• Check feature behavior through automated interactions

Test Android app flows defined in XML by performing taps, swipes, and text entry, then checking screen states. Produce a JSON report with step results, commands, and failure reasons, stopping at the first failure.

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• Verify login flows against an XML test specification
• Test product search and cart navigation
• Investigate UI failures on devices or emulators

Plan mobile app screens and interactions around touch, performance, offline use, and platform conventions. The skill guides design decisions and implementation checks for React Native, Flutter, and native iOS or Android apps.

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• Planning screens for one-handed use
• Reviewing slow lists and animations
• Designing loading, error, and offline states

Build and debug mobile apps for iOS and Android with React Native and Expo. Implement navigation, adapt screens to each platform, integrate native modules that access platform features, and improve list rendering, keyboard behavior, and memory use.

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• Building an app for both iOS and Android
• Adding tabs, navigation stacks, and deep links
• Improving scrolling performance in long lists

Scan Android APK files for Firebase configuration and access-control weaknesses in databases, storage, authentication, and cloud functions. Produce text and JSON reports with evidence, severity ratings, and suggested fixes for authorized security assessments.

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• Auditing Firebase security in Android apps
• Checking unauthenticated database access
• Testing storage listing and write permissions

Set up the local Android Studio, Android SDK, and Pixel emulator workflow for NowStack Mobile, then build and run the Expo Android development app. Use for `/ns setup-android`, `/ns android setup`, Android Studio setup, creating a Pixel AVD, or opening NowStack on Android locally. This is not the Google Play beta or production release flow.

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Builds native Android apps with the Android team's guides — Jetpack Compose UI, adaptive layouts, edge-to-edge, Compose styles, migrating XML views to Compose, Navigation 3 and predictive back; Android Gradle Plugin 9 upgrades, R8 keep rule analysis, profiling with Android Studio and Perfetto, and the Android CLI; Google Play policy compliance, Play Billing upgrades and the Engage SDK; Credential Manager restore and verified email; CameraX and Media3 Cast; App Functions and the ML Kit GenAI Prompt API; Wear OS, Android TV and display glasses. Use when writing, upgrading or auditing native Android (Kotlin) code for any of these topics, even if the user does not name the library.

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帮助使用Compose为Android、iOS、Desktop和Web构建共享界面，整理状态与操作事件，实现导航和主题，并改善重组与列表渲染性能。

• 在多个平台共享界面
• 整理界面状态与操作事件
• 实现页面和对话框导航

Implement animated effects, transitions, and movement in Flutter apps. Use it when adding motion to native iOS and Android app interfaces, with support for turning requests for animation into implementation work.

中文简介正在准备中。当前显示英语简介。

• Adding animated effects to a Flutter app
• Implementing animated screen transitions
• Adding motion to iOS and Android app interfaces

Review Google Health Connect records synced from an Android device, including steps, heart rate, sleep, and workouts. Examine daily trends or individual measurements, check synchronization gaps, and delete stored records when requested.

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• Reviewing daily steps and heart rate trends
• Checking sleep stages and awakenings
• Reviewing workout duration and distance

Build Android screens with Jetpack Compose using guidance on UI state, navigation, Material Design 3, and rendering performance. Includes patterns for separating screen logic from reusable components and migrating existing XML layouts.

中文简介正在准备中。当前显示英语简介。

• Starting an Android app with Jetpack Compose
• Migrating XML layouts to Compose
• Managing loading, error, and content states

Inspect suspicious Android APK files without running them. Analyze permissions, app components, suspicious code patterns, and network indicators, then produce a JSON risk report to support malware triage and detection rule development.

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• Triage suspicious APK files without running them
• Inspect dangerous permission combinations and suspicious API calls
• Extract network indicators for malware detection rules

Embed Zoom meetings in React Native iOS and Android apps using @zoom/meetingsdk-react-native. Get guidance on setup, authentication, joining and starting meetings, cleanup, and troubleshooting communication between JavaScript and native SDK components.

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• Adding Zoom meeting participation to a React Native app
• Implementing host meeting starts with ZAK
• Investigating iOS and Android setup or native bridge issues

Set up Firebase command-line tools, sign in, and create or switch projects. Retrieve Android and iOS app configuration files through commands, including guidance for signing in from remote environments.

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• Set up Firebase tools and sign in
• Create or switch Firebase projects
• Retrieve Android or iOS configuration files

Improve MNN inference on OpenCL by measuring bottlenecks and refining GPU kernels, the code that performs calculations. The skill guides baseline measurements, correctness checks, Android device benchmarks, and integration of new OpenCL features with compatibility fallbacks.

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• Find bottlenecks in a model's GPU inference
• Optimize a specific operator's GPU kernels
• Integrate an OpenCL extension with a fallback

Plan and implement mobile apps for iOS and Android, covering screens, state management, networking, local storage, and tests. Includes guidance for choosing native development or shared development across platforms with React Native and Flutter.

中文简介正在准备中。当前显示英语简介。

• Building iOS screens and data handling with SwiftUI
• Implementing Android screens with Jetpack Compose
• Choosing between React Native and Flutter