Android Hidden API and R8 Check
gkd-kit/gkd
Checks whether Android hidden-API implementations and system callbacks survive R8 minification, and diagnoses Release-only failures such as AbstractMethodError.
Kotlin协程与Flow在Android和KMP中的模式——结构化并发、Flow操作符、StateFlow、错误处理和测试。
$ npx skills add affaan-m/ECC --skill kotlin-coroutines-flows -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install affaan-m/ECC kotlin-coroutines-flows --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/affaan-m/ECC.git skills-src && mkdir -p .claude/skills && cp -r skills-src/docs/zh-CN/skills/kotlin-coroutines-flows .claude/skills/kotlin-coroutines-flows && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "kotlin-coroutines-flows" agent skill from https://github.com/affaan-m/ECC/tree/main/docs/zh-CN/skills/kotlin-coroutines-flows into .claude/skills/kotlin-coroutines-flows/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kotlin-coroutines-flows", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/affaan-m/ECC/tree/main/docs/zh-CN/skills/kotlin-coroutines-flowsType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add affaan-m/ECC --skill kotlin-coroutines-flows -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install affaan-m/ECC kotlin-coroutines-flows --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/affaan-m/ECC.git skills-src && mkdir -p .agents/skills && cp -r skills-src/docs/zh-CN/skills/kotlin-coroutines-flows .agents/skills/kotlin-coroutines-flows && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "kotlin-coroutines-flows" agent skill from https://github.com/affaan-m/ECC/tree/main/docs/zh-CN/skills/kotlin-coroutines-flows into .agents/skills/kotlin-coroutines-flows/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kotlin-coroutines-flows", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add affaan-m/ECC --skill kotlin-coroutines-flows -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install affaan-m/ECC kotlin-coroutines-flows --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/affaan-m/ECC.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/docs/zh-CN/skills/kotlin-coroutines-flows .cursor/skills/kotlin-coroutines-flows && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "kotlin-coroutines-flows" agent skill from https://github.com/affaan-m/ECC/tree/main/docs/zh-CN/skills/kotlin-coroutines-flows into .cursor/skills/kotlin-coroutines-flows/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kotlin-coroutines-flows", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/affaan-m/ECC.git --path docs/zh-CN/skills/kotlin-coroutines-flows--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add affaan-m/ECC --skill kotlin-coroutines-flows -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install affaan-m/ECC kotlin-coroutines-flows --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/affaan-m/ECC.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/docs/zh-CN/skills/kotlin-coroutines-flows .gemini/skills/kotlin-coroutines-flows && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "kotlin-coroutines-flows" agent skill from https://github.com/affaan-m/ECC/tree/main/docs/zh-CN/skills/kotlin-coroutines-flows into .gemini/skills/kotlin-coroutines-flows/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kotlin-coroutines-flows", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install affaan-m/ECC kotlin-coroutines-flowsInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add affaan-m/ECC --skill kotlin-coroutines-flows -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/affaan-m/ECC.git skills-src && mkdir -p .github/skills && cp -r skills-src/docs/zh-CN/skills/kotlin-coroutines-flows .github/skills/kotlin-coroutines-flows && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "kotlin-coroutines-flows" agent skill from https://github.com/affaan-m/ECC/tree/main/docs/zh-CN/skills/kotlin-coroutines-flows into .github/skills/kotlin-coroutines-flows/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kotlin-coroutines-flows", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add affaan-m/ECC --skill kotlin-coroutines-flows -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install affaan-m/ECC kotlin-coroutines-flows --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/affaan-m/ECC.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/docs/zh-CN/skills/kotlin-coroutines-flows .opencode/skills/kotlin-coroutines-flows && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "kotlin-coroutines-flows" agent skill from https://github.com/affaan-m/ECC/tree/main/docs/zh-CN/skills/kotlin-coroutines-flows into .opencode/skills/kotlin-coroutines-flows/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "kotlin-coroutines-flows", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
kotlin-coroutines-flowsKotlin协程与Flow在Android和KMP中的模式——结构化并发、Flow操作符、StateFlow、错误处理和测试。
Kotlin Coroutines Flows is an agent skill from affaan-m/ECC. Kotlin协程与Flow在Android和KMP中的模式——结构化并发、Flow操作符、StateFlow、错误处理和测试。
Its SKILL.md is about 1.7k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Mobile, covering Android development. It works with Kotlin and Android. The repository describes itself as: The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond. The licence is MIT.
Read from SKILL.md and the folder at commit 2d515e4. It shows what the files ask for, not the result of running them.
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
No scripts in the folder and no shell commands in SKILL.md (its code samples are kotlin).
From the folder's file list and the shell code blocks in SKILL.md.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Kotlin Coroutines Flows loads about 1.7k tokens when it runs. Until then it costs about 22 tokens; SKILL.md has 114 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
The full file from affaan-m/ECC at commit 2d515e4, republished under its MIT licence (© affaan-m). 114 words, ~1,674 tokens.
.claude/skills/kotlin-coroutines-flows/SKILL.md (or your agent's skills folder).适用于 Android 和 Kotlin 多平台项目的结构化并发模式、基于 Flow 的响应式流以及协程测试。
Application
└── viewModelScope (ViewModel)
└── coroutineScope { } (结构化子作用域)
├── async { } (并发任务)
└── async { } (并发任务)始终使用结构化并发——绝不使用 GlobalScope:
// BAD
GlobalScope.launch { fetchData() }
// GOOD — scoped to ViewModel lifecycle
viewModelScope.launch { fetchData() }
// GOOD — scoped to composable lifecycle
LaunchedEffect(key) { fetchData() }使用 coroutineScope + async 处理并行工作:
suspend fun loadDashboard(): Dashboard = coroutineScope {
val items = async { itemRepository.getRecent() }
val stats = async { statsRepository.getToday() }
val profile = async { userRepository.getCurrent() }
Dashboard(
items = items.await(),
stats = stats.await(),
profile = profile.await()
)
}当子协程失败不应取消同级协程时,使用 supervisorScope:
suspend fun syncAll() = supervisorScope {
launch { syncItems() } // failure here won't cancel syncStats
launch { syncStats() }
launch { syncSettings() }
}fun observeItems(): Flow<List<Item>> = flow {
// Re-emits whenever the database changes
itemDao.observeAll()
.map { entities -> entities.map { it.toDomain() } }
.collect { emit(it) }
}class DashboardViewModel(
observeProgress: ObserveUserProgressUseCase
) : ViewModel() {
val progress: StateFlow<UserProgress> = observeProgress()
.stateIn(
scope = viewModelScope,
started = SharingStarted.WhileSubscribed(5_000),
initialValue = UserProgress.EMPTY
)
}WhileSubscribed(5_000) 会在最后一个订阅者离开后,保持上游活动 5 秒——可在配置更改时存活而无需重启。
val uiState: StateFlow<HomeState> = combine(
itemRepository.observeItems(),
settingsRepository.observeTheme(),
userRepository.observeProfile()
) { items, theme, profile ->
HomeState(items = items, theme = theme, profile = profile)
}.stateIn(viewModelScope, SharingStarted.WhileSubscribed(5_000), HomeState())// Debounce search input
searchQuery
.debounce(300)
.distinctUntilChanged()
.flatMapLatest { query -> repository.search(query) }
.catch { emit(emptyList()) }
.collect { results -> _state.update { it.copy(results = results) } }
// Retry with exponential backoff
fun fetchWithRetry(): Flow<Data> = flow { emit(api.fetch()) }
.retryWhen { cause, attempt ->
if (cause is IOException && attempt < 3) {
delay(1000L * (1 shl attempt.toInt()))
true
} else {
false
}
}class ItemListViewModel : ViewModel() {
private val _effects = MutableSharedFlow<Effect>()
val effects: SharedFlow<Effect> = _effects.asSharedFlow()
sealed interface Effect {
data class ShowSnackbar(val message: String) : Effect
data class NavigateTo(val route: String) : Effect
}
private fun deleteItem(id: String) {
viewModelScope.launch {
repository.delete(id)
_effects.emit(Effect.ShowSnackbar("Item deleted"))
}
}
}
// Collect in Composable
LaunchedEffect(Unit) {
viewModel.effects.collect { effect ->
when (effect) {
is Effect.ShowSnackbar -> snackbarHostState.showSnackbar(effect.message)
is Effect.NavigateTo -> navController.navigate(effect.route)
}
}
}// CPU-intensive work
withContext(Dispatchers.Default) { parseJson(largePayload) }
// IO-bound work
withContext(Dispatchers.IO) { database.query() }
// Main thread (UI) — default in viewModelScope
withContext(Dispatchers.Main) { updateUi() }在 KMP 中,使用 Dispatchers.Default 和 Dispatchers.Main(在所有平台上可用)。Dispatchers.IO 仅适用于 JVM/Android——在其他平台上使用 Dispatchers.Default 或通过依赖注入提供。
长时间运行的循环必须检查取消状态:
suspend fun processItems(items: List<Item>) = coroutineScope {
for (item in items) {
ensureActive() // throws CancellationException if cancelled
process(item)
}
}viewModelScope.launch {
try {
_state.update { it.copy(isLoading = true) }
val data = repository.fetch()
_state.update { it.copy(data = data) }
} finally {
_state.update { it.copy(isLoading = false) } // always runs, even on cancellation
}
}@Test
fun `search updates item list`() = runTest {
val fakeRepository = FakeItemRepository().apply { emit(testItems) }
val viewModel = ItemListViewModel(GetItemsUseCase(fakeRepository))
viewModel.state.test {
assertEquals(ItemListState(), awaitItem()) // initial
viewModel.onSearch("query")
val loading = awaitItem()
assertTrue(loading.isLoading)
val loaded = awaitItem()
assertFalse(loaded.isLoading)
assertEquals(1, loaded.items.size)
}
}@Test
fun `parallel load completes correctly`() = runTest {
val viewModel = DashboardViewModel(
itemRepo = FakeItemRepo(),
statsRepo = FakeStatsRepo()
)
viewModel.load()
advanceUntilIdle()
val state = viewModel.state.value
assertNotNull(state.items)
assertNotNull(state.stats)
}class FakeItemRepository : ItemRepository {
private val _items = MutableStateFlow<List<Item>>(emptyList())
override fun observeItems(): Flow<List<Item>> = _items
fun emit(items: List<Item>) { _items.value = items }
override suspend fun getItemsByCategory(category: String): Result<List<Item>> {
return Result.success(_items.value.filter { it.category == category })
}
}GlobalScope——会导致协程泄漏,且无法结构化取消init {} 中收集 Flow——应使用 viewModelScope.launchMutableStateFlow 与可变集合一起使用——始终使用不可变副本:_state.update { it.copy(list = it.list + newItem) }CancellationException——应让其传播以实现正确的取消flowOn(Dispatchers.Main) 进行收集——收集调度器是调用方的调度器@Composable 中创建 Flow 而不使用 remember——每次重组都会重新创建 Flow关于 Flow 在 UI 层的消费,请参阅技能:compose-multiplatform-patterns。
关于协程在各层中的适用位置,请参阅技能:android-clean-architecture。
© affaan-m, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Just SKILL.md in docs/zh-CN/skills/kotlin-coroutines-flows of affaan-m/ECC.
Open the folder on GitHubat commit 2d515e4
We found 2 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 2 other GitHub owners. This page covers the copy in affaan-m/ECC, which our catalogue first saw on October 7, 2026.
Kotlin Coroutines Flows next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Kotlin Coroutines Flows this skillaffaan-m/ECC | 277k | 2 repos | ~1.7k | Automated safety check: Pass | MIT | |
| Android Hidden API and R8 Checkgkd-kit/gkd | 43k | — | ~1.5k | Automated safety check: Pass | GPL-3.0 | |
| Compose Multiplatform Patternsmonta-app/ocpp-emulator | 180 | 5 repos | ~2k | Automated safety check: Pass | Apache-2.0 | |
| Android Developmentdpconde/claude-android-skill | 336 | — | ~1.7k | Automated safety check: Pass | MIT | |
| Architecture Overclocknekomangaorg/Neko | 2.8k | — | ~1.4k | Automated safety check: Pass | Apache-2.0 | |
| Claude Android NinjaDrjacky/claude-android-ninja | 124 | — | ~5.2k | Automated safety check: Pass | Apache-2.0 |
gkd-kit/gkd
Checks whether Android hidden-API implementations and system callbacks survive R8 minification, and diagnoses Release-only failures such as AbstractMethodError.
monta-app/ocpp-emulator
Compose Multiplatform and Jetpack Compose patterns for KMP projects — state management, navigation, theming, performance, and platform-specific UI.
dpconde/claude-android-skill
Create production-quality Android applications following Google's official architecture guidance and NowInAndroid best practices.
nekomangaorg/Neko
Resolves deep, structural performance bottlenecks in the Kotlin Android codebase.
Drjacky/claude-android-ninja
Build and migrate Android apps with Kotlin, Jetpack Compose, MVVM, Hilt, Room 3 (KSP, SQLiteDriver, Flow/suspend DAOs), Navigation3, and multi-module Gradle.
mweinbach/agent-coworker
Helps add Expo and React Native to an existing native iOS or Android app, and choose between a prebuilt AAR or XCFramework and a fully integrated build.
affaan-m/ECC
Audits your installed Claude skills and commands for quality, with a quick mode for recently changed skills and a full mode that evaluates all of them through subagents.
affaan-m/ECC
Ingests, indexes, searches, edits and monitors video, audio and live streams through the VideoDB Python SDK, returning stream links, clips and timestamps.
affaan-m/ECC
Route broad documentation-governance requests to existing ECC skills and run an opt-in, read-only audit of mapped documentation roles, links, ADR indexes, and evidence references.
affaan-m/ECC
Scans installed skills for principles that recur across them and proposes rule-file changes: append, revise, add a section, create a file or leave as covered.
affaan-m/ECC
Builds DRAFT counterparty agreements from one markdown template and a small JSON spec per party, with clauses picked by the party's role.
affaan-m/ECC
Set an ECC-specific frontend design direction for production UI work.
Categories
Kotlin协程与Flow在Android和KMP中的模式——结构化并发、Flow操作符、StateFlow、错误处理和测试。. Kotlin Coroutines Flows is an agent skill from affaan-m/ECC.
Kotlin Coroutines Flows fits situations like: tasks that involve Android development.
Run `npx skills add affaan-m/ECC --skill kotlin-coroutines-flows -a claude-code`. Or copy the skill folder (docs/zh-CN/skills/kotlin-coroutines-flows in affaan-m/ECC) into .claude/skills/kotlin-coroutines-flows in your project. Claude Code loads it when a task matches its description.
Run `npx skills add affaan-m/ECC --skill kotlin-coroutines-flows -a codex`. Or copy the skill folder (docs/zh-CN/skills/kotlin-coroutines-flows in affaan-m/ECC) into .agents/skills/kotlin-coroutines-flows in your project. Codex loads it when a task matches its description.
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add affaan-m/ECC --skill kotlin-coroutines-flows -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/kotlin-coroutines-flows, .gemini/skills/kotlin-coroutines-flows, .github/skills/kotlin-coroutines-flows and .opencode/skills/kotlin-coroutines-flows in your project.
SKILL.md names no scripts, command-line tools or credentials: Kotlin Coroutines Flows is instructions for the agent only.
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
Kotlin Coroutines Flows is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.7k tokens (SKILL.md is roughly 6.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Kotlin Coroutines Flows: Android Hidden API and R8 Check (gkd-kit/gkd, 43k stars), Compose Multiplatform Patterns (monta-app/ocpp-emulator, 180 stars), Android Development (dpconde/claude-android-skill, 336 stars) and Architecture Overclock (nekomangaorg/Neko, 2.8k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
affaan-m (a GitHub user) maintains it in affaan-m/ECC, which has 276,673 GitHub stars. The repository holds 683 skills in this directory. The repository was last updated on October 11, 2026.
Source: affaan-m/ECC on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.