Design and optimize AI agent action spaces, tool definitions, and observation formatting for higher completion rates.
The English summary is being prepared. Showing the original description.
Compose Multiplatform and Jetpack Compose patterns for KMP projects — state management, navigation, theming, performance, and platform-specific UI.
The English summary is being prepared. Showing the original description.
See how to installReview the instructions the agent will receive before you install.
Patterns for building shared UI across Android, iOS, Desktop, and Web using Compose Multiplatform and Jetpack Compose. Covers state management, navigation, theming, and performance.
Use a single data class for screen state. Expose it as StateFlow and collect in Compose:
data class ItemListState(
val items: List<Item> = emptyList(),
val isLoading: Boolean = false,
val error: String? = null,
val searchQuery: String = ""
)
class ItemListViewModel(
private val getItems: GetItemsUseCase
) : ViewModel() {
private val _state = MutableStateFlow(ItemListState())
val state: StateFlow<ItemListState> = _state.asStateFlow()
fun onSearch(query: String) {
_state.update { it.copy(searchQuery = query) }
loadItems(query)
}
private fun loadItems(query: String) {
viewModelScope.launch {
_state.update { it.copy(isLoading = true) }
getItems(query).fold(
onSuccess = { items -> _state.update { it.copy(items = items, isLoading = false) } },
onFailure = { e -> _state.update { it.copy(error = e.message, isLoading = false) } }
)
}
}
}
@Composable
fun ItemListScreen(viewModel: ItemListViewModel = koinViewModel()) {
val state by viewModel.state.collectAsStateWithLifecycle()
ItemListContent(
state = state,
onSearch = viewModel::onSearch
)
}
@Composable
private fun ItemListContent(
state: ItemListState,
onSearch: (String) -> Unit
) {
// Stateless composable — easy to preview and test
}
For complex screens, use a sealed interface for events instead of multiple callback lambdas:
sealed interface ItemListEvent {
data class Search(val query: String) : ItemListEvent
data class Delete(val itemId: String) : ItemListEvent
data object Refresh : ItemListEvent
}
// In ViewModel
fun onEvent(event: ItemListEvent) {
when (event) {
is ItemListEvent.Search -> onSearch(event.query)
is ItemListEvent.Delete -> deleteItem(event.itemId)
is ItemListEvent.Refresh -> loadItems(_state.value.searchQuery)
}
}
// In Composable — single lambda instead of many
ItemListContent(
state = state,
onEvent = viewModel::onEvent
)
Define routes as @Serializable objects:
@Serializable data object HomeRoute
@Serializable data class DetailRoute(val id: String)
@Serializable data object SettingsRoute
@Composable
fun AppNavHost(navController: NavHostController = rememberNavController()) {
NavHost(navController, startDestination = HomeRoute) {
composable<HomeRoute> {
HomeScreen(onNavigateToDetail = { id -> navController.navigate(DetailRoute(id)) })
}
composable<DetailRoute> { backStackEntry ->
val route = backStackEntry.toRoute<DetailRoute>()
DetailScreen(id = route.id)
}
composable<SettingsRoute> { SettingsScreen() }
}
}
Use dialog() and overlay patterns instead of imperative show/hide:
NavHost(navController, startDestination = HomeRoute) {
composable<HomeRoute> { /* ... */ }
dialog<ConfirmDeleteRoute> { backStackEntry ->
val route = backStackEntry.toRoute<ConfirmDeleteRoute>()
ConfirmDeleteDialog(
itemId = route.itemId,
onConfirm = { navController.popBackStack() },
onDismiss = { navController.popBackStack() }
)
}
}
Design composables with slot parameters for flexibility:
@Composable
fun AppCard(
modifier: Modifier = Modifier,
header: @Composable () -> Unit = {},
content: @Composable ColumnScope.() -> Unit,
actions: @Composable RowScope.() -> Unit = {}
) {
Card(modifier = modifier) {
Column {
header()
Column(content = content)
Row(horizontalArrangement = Arrangement.End, content = actions)
}
}
}
Modifier order matters — apply in this sequence:
Text(
text = "Hello",
modifier = Modifier
.padding(16.dp) // 1. Layout (padding, size)
.clip(RoundedCornerShape(8.dp)) // 2. Shape
.background(Color.White) // 3. Drawing (background, border)
.clickable { } // 4. Interaction
)
// commonMain
@Composable
expect fun PlatformStatusBar(darkIcons: Boolean)
// androidMain
@Composable
actual fun PlatformStatusBar(darkIcons: Boolean) {
val systemUiController = rememberSystemUiController()
SideEffect { systemUiController.setStatusBarColor(Color.Transparent, darkIcons) }
}
// iosMain
@Composable
actual fun PlatformStatusBar(darkIcons: Boolean) {
// iOS handles this via UIKit interop or Info.plist
}
Mark classes as @Stable or @Immutable when all properties are stable:
@Immutable
data class ItemUiModel(
val id: String,
val title: String,
val description: String,
val progress: Float
)
key() and Lazy Lists CorrectlyLazyColumn {
items(
items = items,
key = { it.id } // Stable keys enable item reuse and animations
) { item ->
ItemRow(item = item)
}
}
derivedStateOfval listState = rememberLazyListState()
val showScrollToTop by remember {
derivedStateOf { listState.firstVisibleItemIndex > 5 }
}
// BAD — new lambda and list every recomposition
items.filter { it.isActive }.forEach { ActiveItem(it, onClick = { handle(it) }) }
// GOOD — key each item so callbacks stay attached to the right row
val activeItems = remember(items) { items.filter { it.isActive } }
activeItems.forEach { item ->
key(item.id) {
ActiveItem(item, onClick = { handle(item) })
}
}
@Composable
fun AppTheme(
darkTheme: Boolean = isSystemInDarkTheme(),
dynamicColor: Boolean = true,
content: @Composable () -> Unit
) {
val colorScheme = when {
dynamicColor && Build.VERSION.SDK_INT >= Build.VERSION_CODES.S -> {
if (darkTheme) dynamicDarkColorScheme(LocalContext.current)
else dynamicLightColorScheme(LocalContext.current)
}
darkTheme -> darkColorScheme()
else -> lightColorScheme()
}
MaterialTheme(colorScheme = colorScheme, content = content)
}
mutableStateOf in ViewModels when MutableStateFlow with collectAsStateWithLifecycle is safer for lifecycleNavController deep into composables — pass lambda callbacks instead@Composable functions — move to ViewModel or remember {}LaunchedEffect(Unit) as a substitute for ViewModel init — it re-runs on configuration change in some setupsSee skill: android-clean-architecture for module structure and layering.
See skill: kotlin-coroutines-flows for coroutine and Flow patterns.
No reviews yet. Tell others what you thought.
No login needed. Share how it worked for you, ask a question, or note where it did not run.
No comments yet. Be the first to write one.
Design and optimize AI agent action spaces, tool definitions, and observation formatting for higher completion rates.
The English summary is being prepared. Showing the original description.
Operate as an agentic engineer using eval-first execution, decomposition, and cost-aware model routing.
The English summary is being prepared. Showing the original description.
Engineering operating model for teams where AI agents generate a large share of implementation output.
The English summary is being prepared. Showing the original description.
Clean Architecture patterns for Android and Kotlin Multiplatform projects — module structure, dependency rules, UseCases, Repositories, and data layer patterns.
The English summary is being prepared. Showing the original description.
REST API design patterns including resource naming, status codes, pagination, filtering, error responses, versioning, and rate limiting for production APIs.
The English summary is being prepared. Showing the original description.
Write articles, guides, blog posts, tutorials, newsletter issues, and other long-form content in a distinctive voice derived from supplied examples or brand guidance. Use when the user wants polished written content longer than a paragraph, especially when voice consistency, structure, and credibility matter.
The English summary is being prepared. Showing the original description.