android-data-layer
Skill18 starsChanged 4 months agoMITView on GitHub
Data layer patterns for Android/KMP - data sources, repositories, DTOs, mappers, Room entities, Ktor HttpClient, safe call helpers, token storage, and offline-first. Use this skill whenever writing or reviewing a data source or repository, creating DTOs or Room entities, writing mappers, setting up the Ktor HttpClient, handling network errors, or implementing token refresh. Trigger on phrases like "create a repository", "create a data source", "add a DAO", "Ktor client", "write a mapper", "DTO", "Room entity", "network call", "token storage", or "offline-first".
3 other projects use a version of this.
Adopted by
Most recently taken up by
- geertberkers/claude-skillsword for word, first seen Oct 11, 2026
- maxrave-dev/SimpMusictheir own version, first seen Oct 8, 2026
- Shekhar23/claude-zero-to-hero-android-KMPword for word, first seen Mar 29, 2026
Other versions3 projects use a version of this.
Word for word · 2
- Shekhar23/claude-zero-to-hero-android-KMP★ 9100% same
- geertberkers/claude-skills★ 0100% same
Edited · 0
None found.
Wrote their own version · 1
- maxrave-dev/SimpMusic★ 13ksame name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository67 other files it gives its agents.
- agent-onboardingSkill
- android-backgroundSkill
- android-cliSkill
- android-compose-architectureSkill
- android-compose-componentsSkill
- android-di-koinSkill
- android-error-handlingSkill
- android-integration-testingSkill
- android-jacoco-setupSkill
- android-jvm-test-coverageSkill
- android-module-structureSkill
- android-navigationSkill
- android-presentation-mviSkill
- android-preview-figma-verifySkill
- android-ui-screenshot-verifySkill
- android-ui-testingSkill
- android-ui-verifySkill
- android-unit-testingSkill
- android-version-catalogSkill
- architecture-decision-recordSkill
- careful-planningSkill
- compose-adaptive-layoutsSkill
- figma-to-android-vectorSkill
- finalizeSkill
- git-commitSkill
- handoffSkill
- kmp-compose-architectureSkill
- kmp-compose-componentsSkill
- kmp-data-layerSkill
- kmp-di-koinSkill
- kmp-error-handlingSkill
- kmp-integration-testingSkill
- kmp-migration-analyzerSkill
- kmp-module-structureSkill
- kmp-navigationSkill
- kmp-presentation-mviSkill
- kmp-ui-testingSkill
- kmp-unit-testingSkill
- kotlin-coroutinesSkill
- kotlin-flowsSkill
- kotlin-mutation-testingSkill
- openspec-artifact-review-lightSkill
- openspec-artifact-reviewSkill
- project-breakdownSkill
- react-data-layerSkill
- react-error-handlingSkill
- react-integration-testingSkill
- react-presentation-mviSkill
- react-project-structureSkill
- react-routingSkill
- react-screen-architectureSkill
- react-securitySkill
- react-server-stateSkill
- react-ui-componentsSkill
- react-unit-testingSkill
- speckit-parallelize-agent-teamsSkill
- speckit-parallelize-subagentsSkill
- spring-api-layerSkill
- spring-di-configurationSkill
- spring-integration-testingSkill
- The first 60 shown.
The file
We split this skill into the rules it gives an agent
5 rules. About 0 are common, 1 is distinctive, and 4 are very specific to this project.
≈0
Common · estimate
Many files like this have a rule of this kind.
≈1
Distinctive · estimate
This author's own choices. Worth a look.
4
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 48
Always separate: DTOs (data layer) ↔ Domain Models (domain layer).
- Very specific: line 94
Use names like RoomNoteDataSource, KtorNoteDataSource, OfflineFirstNoteRepository.
- Very specific: line 124
Use safeCall / responseToResult helpers and typed extension functions (HttpClient.get, HttpClient.post, HttpClient.delete) to keep data …
- Very specific: line 142
Prefer @Database(autoMigrations = [AutoMigration(from = 1, to = 2)]).
- Very specific: line 148
Follow Room as single source of truth: fetch from network → persist to Room → expose DB Flow to the ViewModel.
≈ “Common” is an estimate: at least 1 in 5 of the 350,495 skill files we read have a rule of the same kind, not the same words. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Android / KMP Data Layer
Error Handling
This skill uses Result<T, E>, DataError, and the extension helpers defined in the android-error-handling skill. Refer to that skill for the full Result wrapper, DataError sealed interface, and map/onSuccess/onFailure/asEmptyResult extensions.
Data Source vs Repository
- Data source — accesses a single data source (local DB, remote API, file system). Most classes in the data layer are data sources.
- Repository — combines multiple data sources (e.g., a remote API + a local DB for offline-first). Only use the term "repository" when the class genuinely coordinates multiple sources.
// Single source → data source
interface NoteLocalDataSource {
suspend fun getNotes(): Result<List<Note>, DataError.Local>
suspend fun insertNote(note: Note): EmptyResult<DataError.Local>
}
interface NoteRemoteDataSource {
suspend fun fetchNotes(): Result<List<Note>, DataError.Network>
}
// Multiple sources → repository
interface NoteRepository {
suspend fun getNotes(): Result<List<Note>, DataError>
suspend fun sync(): EmptyResult<DataError>
}Domain Layer Contracts
- Pure Kotlin — no Android/framework imports.
- Contains: domain models, data source/repository interfaces, error types.
- Every data source or repository used by a ViewModel must have an interface in
domain— enforces thatpresentationnever depends ondata, and enables testing.
DTOs and Domain Models
- Always separate: DTOs (data layer) ↔ Domain Models (domain layer).
- Domain models never go directly into Room entities or Ktor request/response bodies.
- Mappers are simple extension functions living in the data layer alongside the DTO:
fun NoteDto.toNote(): Note = Note(id = id, title = title, ...)
fun Note.toNoteDto(): NoteDto = NoteDto(id = id, title = title, ...)
fun NoteEntity.toNote(): Note = ...
fun Note.toNoteEntity(): NoteEntity = ...Implementations
Name implementations for what makes them unique — never suffix with Impl.
Data source (single source)
class RoomNoteDataSource(private val dao: NoteDao) : NoteLocalDataSource {
override suspend fun getNotes(): Result<List<Note>, DataError.Local> {
return try {
Result.Success(dao.getAllNotes().map { it.toNote() })
} catch (e: Exception) {
Result.Error(DataError.Local.UNKNOWN)
}
}
}Repository (multiple sources)
class OfflineFirstNoteRepository(
private val localDataSource: NoteLocalDataSource,
private val remoteDataSource: NoteRemoteDataSource
) : NoteRepository {
override suspend fun getNotes(): Result<List<Note>, DataError> {
return remoteDataSource.fetchNotes()
.onSuccess { notes -> localDataSource.insertAll(notes) }
.onFailure { localDataSource.getNotes() }
}
}Use names like RoomNoteDataSource, KtorNoteDataSource, OfflineFirstNoteRepository. The name should tell you what the class wraps or how it behaves.
Ktor — HttpClient Factory (core:data)
Configure the client once. Accept the engine externally so tests can swap in a mock engine:
object HttpClientFactory {
fun create(engine: HttpClientEngine): HttpClient = HttpClient(engine) {
install(ContentNegotiation) { json() }
install(Auth) {
bearer {
loadTokens { /* load from DataStore */ }
refreshTokens { /* call refresh endpoint, save new tokens */ }
}
}
install(Logging) { logger = Logger.DEFAULT; level = LogLevel.ALL }
defaultRequest { contentType(ContentType.Application.Json) }
}
}Inject HttpClient via Koin. For KMP, use the platform default engine.
Ktor — Safe Call Helpers (core:data)
Use safeCall / responseToResult helpers and typed extension functions (HttpClient.get, HttpClient.post, HttpClient.delete) to keep data source call sites clean and uniform. See the android-error-handling skill for the full implementation of these helpers.
suspend fun getNotes(): Result<List<NoteDto>, DataError.Network> {
return httpClient.get(route = "/notes")
}Token Storage
Store tokens in DataStore (in core:data or a dedicated :core:auth / :feature:auth:data module). The Ktor Auth plugin reads/writes tokens and handles 401 refresh automatically.
Room Migrations
Prefer @Database(autoMigrations = [AutoMigration(from = 1, to = 2)]). Use manual Migration objects when the schema change is too complex for auto-migration.
Offline-First (when applicable)
Follow Room as single source of truth: fetch from network → persist to Room → expose DB Flow to the ViewModel. The ViewModel never observes network responses directly.
This pattern is optional — apply it when the project requires offline support.
Naming Conventions
| Thing | Convention | Example |
| Data source interface | <Entity><Local/Remote>DataSource | NoteLocalDataSource, NoteRemoteDataSource |
| Data source impl | describe what makes it unique | RoomNoteDataSource, KtorNoteDataSource |
| Repository interface | <Entity>Repository (multi-source only) | NoteRepository |
| Repository impl | describe what makes it unique | OfflineFirstNoteRepository |
| DTO | <Model>Dto | NoteDto |
| Room entity | <Model>Entity | NoteEntity |
| Mapper | extension fun on source type | fun NoteDto.toNote() |
Checklist: Adding a New Data Source or Repository
- Define domain model(s) in
feature:domain - Define data source or repository interface in
feature:domain - Define feature-specific error type(s) in
feature:domain(implementError) — see android-error-handling skill - Define DTOs and Room entities in
feature:data - Write mappers as extension functions in
feature:data - Implement data source (single source) or repository (multi-source) in
feature:data, named for what makes it unique
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