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alinaqi
android-java

Android Java development with MVVM, ViewBinding, and Espresso testing

Overview

Publisheralinaqi
Repositorymaggy
Skill nameandroid-java
Stars
707
Forks
57
Bundled files
Instructions only
LicenseMIT
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

    Published by alinaqi on GitHub. Read the source before you install it.

Installation

Install the Android Java AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/alinaqi/maggy/tree/main/skills/android-java
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/alinaqi/maggy.git /tmp/maggy
mkdir -p .claude/skills
cp -r /tmp/maggy/skills/android-java .claude/skills/android-java
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Android Java in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Android Java on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Android Java is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Android Java Skill


Project Structure

project/
├── app/
│   ├── src/
│   │   ├── main/
│   │   │   ├── java/com/example/app/
│   │   │   │   ├── data/           # Data layer
│   │   │   │   │   ├── local/      # Room database, SharedPreferences
│   │   │   │   │   ├── remote/     # Retrofit services, API clients
│   │   │   │   │   └── repository/ # Repository implementations
│   │   │   │   ├── di/             # Dependency injection (Hilt/Dagger)
│   │   │   │   ├── domain/         # Business logic
│   │   │   │   │   ├── model/      # Domain models
│   │   │   │   │   ├── repository/ # Repository interfaces
│   │   │   │   │   └── usecase/    # Use cases
│   │   │   │   ├── ui/             # Presentation layer
│   │   │   │   │   ├── feature/    # Feature screens
│   │   │   │   │   │   ├── FeatureActivity.java
│   │   │   │   │   │   ├── FeatureFragment.java
│   │   │   │   │   │   └── FeatureViewModel.java
│   │   │   │   │   └── common/     # Shared UI components
│   │   │   │   └── App.java        # Application class
│   │   │   ├── res/
│   │   │   │   ├── layout/
│   │   │   │   ├── values/
│   │   │   │   └── drawable/
│   │   │   └── AndroidManifest.xml
│   │   ├── test/                   # Unit tests
│   │   └── androidTest/            # Instrumentation tests
│   └── build.gradle
├── build.gradle                    # Project-level build file
├── gradle.properties
├── settings.gradle
└── CLAUDE.md

Gradle Configuration

App-level build.gradle

groovy
plugins {
    id 'com.android.application'
}

android {
    namespace 'com.example.app'
    compileSdk 34

    defaultConfig {
        applicationId "com.example.app"
        minSdk 24
        targetSdk 34
        versionCode 1
        versionName "1.0"

        testInstrumentationRunner "androidx.test.runner.AndroidJUnitRunner"
    }

    buildTypes {
        release {
            minifyEnabled true
            proguardFiles getDefaultProguardFile('proguard-android-optimize.txt'), 'proguard-rules.pro'
        }
    }

    compileOptions {
        sourceCompatibility JavaVersion.VERSION_17
        targetCompatibility JavaVersion.VERSION_17
    }

    buildFeatures {
        viewBinding true
    }
}

dependencies {
    // AndroidX
    implementation 'androidx.core:core:1.12.0'
    implementation 'androidx.appcompat:appcompat:1.6.1'
    implementation 'com.google.android.material:material:1.11.0'
    implementation 'androidx.constraintlayout:constraintlayout:2.1.4'

    // Lifecycle
    implementation 'androidx.lifecycle:lifecycle-viewmodel:2.7.0'
    implementation 'androidx.lifecycle:lifecycle-livedata:2.7.0'

    // Testing
    testImplementation 'junit:junit:4.13.2'
    testImplementation 'org.mockito:mockito-core:5.8.0'
    androidTestImplementation 'androidx.test.ext:junit:1.1.5'
    androidTestImplementation 'androidx.test.espresso:espresso-core:3.5.1'
}

Architecture Patterns

MVVM with ViewModel

java
// ViewModel - holds UI state, survives configuration changes
public class UserViewModel extends ViewModel {
    private final UserRepository repository;
    private final MutableLiveData<User> user = new MutableLiveData<>();
    private final MutableLiveData<Boolean> loading = new MutableLiveData<>(false);
    private final MutableLiveData<String> error = new MutableLiveData<>();

    public UserViewModel(UserRepository repository) {
        this.repository = repository;
    }

    public LiveData<User> getUser() {
        return user;
    }

    public LiveData<Boolean> isLoading() {
        return loading;
    }

    public LiveData<String> getError() {
        return error;
    }

    public void loadUser(String userId) {
        loading.setValue(true);
        repository.getUser(userId, new Callback<User>() {
            @Override
            public void onSuccess(User result) {
                user.setValue(result);
                loading.setValue(false);
            }

            @Override
            public void onError(String message) {
                error.setValue(message);
                loading.setValue(false);
            }
        });
    }
}

Repository Pattern

java
// Repository interface (domain layer)
public interface UserRepository {
    void getUser(String userId, Callback<User> callback);
    void saveUser(User user, Callback<Void> callback);
}

// Repository implementation (data layer)
public class UserRepositoryImpl implements UserRepository {
    private final UserApi api;
    private final UserDao dao;

    public UserRepositoryImpl(UserApi api, UserDao dao) {
        this.api = api;
        this.dao = dao;
    }

    @Override
    public void getUser(String userId, Callback<User> callback) {
        // Try cache first, then network
        User cached = dao.getUserById(userId);
        if (cached != null) {
            callback.onSuccess(cached);
            return;
        }
        api.getUser(userId).enqueue(new retrofit2.Callback<User>() {
            @Override
            public void onResponse(Call<User> call, Response<User> response) {
                if (response.isSuccessful() && response.body() != null) {
                    dao.insert(response.body());
                    callback.onSuccess(response.body());
                } else {
                    callback.onError("Failed to load user");
                }
            }

            @Override
            public void onFailure(Call<User> call, Throwable t) {
                callback.onError(t.getMessage());
            }
        });
    }
}

Activity & Fragment Patterns

Activity with ViewBinding

java
public class MainActivity extends AppCompatActivity {
    private ActivityMainBinding binding;
    private MainViewModel viewModel;

    @Override
    protected void onCreate(Bundle savedInstanceState) {
        super.onCreate(savedInstanceState);
        binding = ActivityMainBinding.inflate(getLayoutInflater());
        setContentView(binding.getRoot());

        viewModel = new ViewModelProvider(this).get(MainViewModel.class);
        setupObservers();
        setupListeners();
    }

    private void setupObservers() {
        viewModel.getUser().observe(this, user -> {
            binding.userName.setText(user.getName());
        });

        viewModel.isLoading().observe(this, isLoading -> {
            binding.progressBar.setVisibility(isLoading ? View.VISIBLE : View.GONE);
        });
    }

    private void setupListeners() {
        binding.refreshButton.setOnClickListener(v -> {
            viewModel.loadUser(getCurrentUserId());
        });
    }

    @Override
    protected void onDestroy() {
        super.onDestroy();
        binding = null;
    }
}

Fragment with ViewBinding

java
public class UserFragment extends Fragment {
    private FragmentUserBinding binding;
    private UserViewModel viewModel;

    @Override
    public View onCreateView(LayoutInflater inflater, ViewGroup container,
                             Bundle savedInstanceState) {
        binding = FragmentUserBinding.inflate(inflater, container, false);
        return binding.getRoot();
    }

    @Override
    public void onViewCreated(View view, Bundle savedInstanceState) {
        super.onViewCreated(view, savedInstanceState);
        viewModel = new ViewModelProvider(requireActivity()).get(UserViewModel.class);
        setupObservers();
    }

    private void setupObservers() {
        viewModel.getUser().observe(getViewLifecycleOwner(), user -> {
            binding.userName.setText(user.getName());
        });
    }

    @Override
    public void onDestroyView() {
        super.onDestroyView();
        binding = null;  // Prevent memory leaks
    }
}

Testing

Unit Tests with JUnit & Mockito

java
@RunWith(MockitoJUnitRunner.class)
public class UserViewModelTest {
    @Mock
    private UserRepository repository;

    @Rule
    public InstantTaskExecutorRule instantTaskExecutorRule = new InstantTaskExecutorRule();

    private UserViewModel viewModel;

    @Before
    public void setup() {
        viewModel = new UserViewModel(repository);
    }

    @Test
    public void loadUser_success_updatesUserLiveData() {
        // Arrange
        User expectedUser = new User("1", "John Doe");
        doAnswer(invocation -> {
            Callback<User> callback = invocation.getArgument(1);
            callback.onSuccess(expectedUser);
            return null;
        }).when(repository).getUser(eq("1"), any());

        // Act
        viewModel.loadUser("1");

        // Assert
        assertEquals(expectedUser, viewModel.getUser().getValue());
        assertFalse(viewModel.isLoading().getValue());
    }

    @Test
    public void loadUser_error_updatesErrorLiveData() {
        // Arrange
        doAnswer(invocation -> {
            Callback<User> callback = invocation.getArgument(1);
            callback.onError("Network error");
            return null;
        }).when(repository).getUser(eq("1"), any());

        // Act
        viewModel.loadUser("1");

        // Assert
        assertEquals("Network error", viewModel.getError().getValue());
        assertFalse(viewModel.isLoading().getValue());
    }
}

Instrumentation Tests with Espresso

java
@RunWith(AndroidJUnit4.class)
public class MainActivityTest {
    @Rule
    public ActivityScenarioRule<MainActivity> activityRule =
            new ActivityScenarioRule<>(MainActivity.class);

    @Test
    public void userName_isDisplayed() {
        onView(withId(R.id.userName))
                .check(matches(isDisplayed()));
    }

    @Test
    public void refreshButton_click_triggersRefresh() {
        onView(withId(R.id.refreshButton))
                .perform(click());

        onView(withId(R.id.progressBar))
                .check(matches(isDisplayed()));
    }

    @Test
    public void userList_scrollToItem_displaysCorrectly() {
        onView(withId(R.id.userList))
                .perform(RecyclerViewActions.scrollToPosition(10));

        onView(withText("User 10"))
                .check(matches(isDisplayed()));
    }
}

GitHub Actions

yaml
name: Android CI

on:
  push:
    branches: [main]
  pull_request:
    branches: [main]

jobs:
  build:
    runs-on: ubuntu-latest

    steps:
      - uses: actions/checkout@v4

      - name: Set up JDK 17
        uses: actions/setup-java@v4
        with:
          java-version: '17'
          distribution: 'temurin'

      - name: Setup Gradle
        uses: gradle/actions/setup-gradle@v3

      - name: Grant execute permission for gradlew
        run: chmod +x gradlew

      - name: Run Lint
        run: ./gradlew lint

      - name: Run Unit Tests
        run: ./gradlew testDebugUnitTest

      - name: Build Debug APK
        run: ./gradlew assembleDebug

      - name: Upload APK
        uses: actions/upload-artifact@v4
        with:
          name: debug-apk
          path: app/build/outputs/apk/debug/app-debug.apk

  instrumentation-tests:
    runs-on: ubuntu-latest
    steps:
      - uses: actions/checkout@v4

      - name: Set up JDK 17
        uses: actions/setup-java@v4
        with:
          java-version: '17'
          distribution: 'temurin'

      - name: Enable KVM
        run: |
          echo 'KERNEL=="kvm", GROUP="kvm", MODE="0666", OPTIONS+="static_node=kvm"' | sudo tee /etc/udev/rules.d/99-kvm4all.rules
          sudo udevadm control --reload-rules
          sudo udevadm trigger --name-match=kvm

      - name: Run Instrumentation Tests
        uses: reactivecircus/android-emulator-runner@v2
        with:
          api-level: 29
          script: ./gradlew connectedDebugAndroidTest

Lint Configuration

lint.xml

xml
<?xml version="1.0" encoding="UTF-8"?>
<lint>
    <!-- Treat these as errors -->
    <issue id="HardcodedText" severity="error" />
    <issue id="MissingTranslation" severity="error" />
    <issue id="UnusedResources" severity="warning" />

    <!-- Memory leak detection -->
    <issue id="StaticFieldLeak" severity="error" />

    <!-- Security -->
    <issue id="HardcodedDebugMode" severity="error" />
    <issue id="AllowBackup" severity="warning" />

    <!-- Performance -->
    <issue id="ViewHolder" severity="error" />
    <issue id="Overdraw" severity="warning" />

    <!-- Ignore for tests -->
    <issue id="InvalidPackage">
        <ignore path="**/test/**" />
        <ignore path="**/androidTest/**" />
    </issue>
</lint>

build.gradle lint options

groovy
android {
    lint {
        abortOnError true
        warningsAsErrors false
        checkReleaseBuilds true
        xmlReport true
        htmlReport true
    }
}

Common Patterns

Null-Safe Callbacks

java
// Define callback interface
public interface Callback<T> {
    void onSuccess(T result);
    void onError(String message);
}

// Use with null checks
public void fetchData(Callback<Data> callback) {
    if (callback == null) return;

    try {
        Data result = performFetch();
        callback.onSuccess(result);
    } catch (Exception e) {
        callback.onError(e.getMessage());
    }
}

Safe Context Usage

java
// Use application context for long-lived objects
public class DataManager {
    private final Context appContext;

    public DataManager(Context context) {
        // Always use application context to prevent Activity leaks
        this.appContext = context.getApplicationContext();
    }
}

// Check for null context in callbacks
private void updateUI() {
    Context context = getContext();
    if (context == null || !isAdded()) return;
    // Safe to use context
}

Thread-Safe Singleton

java
public class ApiClient {
    private static volatile ApiClient instance;
    private final Retrofit retrofit;

    private ApiClient() {
        retrofit = new Retrofit.Builder()
                .baseUrl(BASE_URL)
                .addConverterFactory(GsonConverterFactory.create())
                .build();
    }

    public static ApiClient getInstance() {
        if (instance == null) {
            synchronized (ApiClient.class) {
                if (instance == null) {
                    instance = new ApiClient();
                }
            }
        }
        return instance;
    }
}

Android Anti-Patterns

  • ❌ Context leaks - Never hold Activity/Fragment references in static fields or singletons
  • ❌ Memory leaks in callbacks - Always use WeakReference or clear callbacks in onDestroy
  • ❌ UI updates on background thread - Always post to main thread for UI changes
  • ❌ Hardcoded strings - Use string resources for all user-visible text
  • ❌ God Activities - Keep Activities under 200 lines, extract logic to ViewModels
  • ❌ NetworkOnMainThreadException - Never perform network calls on main thread
  • ❌ Ignoring lifecycle - Always respect Activity/Fragment lifecycle states
  • ❌ Blocking the main thread - Keep main thread operations under 16ms
  • ❌ Not handling configuration changes - Use ViewModel to survive rotation
  • ❌ Hardcoded dimensions - Use dp/sp units and dimension resources
  • ❌ Deep view hierarchies - Keep layout depth under 10 levels, use ConstraintLayout
  • ❌ Not closing resources - Always close Cursor, InputStream, database connections

Frequently asked questions

What does the Android Java AI skill do?

Android Java development with MVVM, ViewBinding, and Espresso testing

Why use Android Java on TypingMind?

Because you install it once and use it with any model. Android Java is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Android Java in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/alinaqi/maggy/tree/main/skills/android-java. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Android Java?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Android Java?

As many as you like. As long as a model supports skills, you can use Android Java with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Android Java AI skill free?

Yes. It is published on GitHub by alinaqi under the MIT license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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