Android Development
dpconde/claude-android-skill
Create production-quality Android applications following Google's official architecture guidance and NowInAndroid best practices.
A skill your agent uses to diagnose Jetpack Compose stability problems by enabling and reading the Compose Compiler Reports (classes.txt, composables.txt, composables.csv, module.json).
$ npx skills add rosuH/EasyWatermark --skill diagnosing-compose-stability -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install rosuH/EasyWatermark diagnosing-compose-stability --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/rosuH/EasyWatermark.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/diagnosing-compose-stability .claude/skills/diagnosing-compose-stability && 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 "diagnosing-compose-stability" agent skill from https://github.com/rosuH/EasyWatermark/tree/master/.agents/skills/diagnosing-compose-stability into .claude/skills/diagnosing-compose-stability/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "diagnosing-compose-stability", 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/rosuH/EasyWatermark/tree/master/.agents/skills/diagnosing-compose-stabilityType 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 rosuH/EasyWatermark --skill diagnosing-compose-stability -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install rosuH/EasyWatermark diagnosing-compose-stability --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/rosuH/EasyWatermark.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/diagnosing-compose-stability .agents/skills/diagnosing-compose-stability && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "diagnosing-compose-stability" agent skill from https://github.com/rosuH/EasyWatermark/tree/master/.agents/skills/diagnosing-compose-stability into .agents/skills/diagnosing-compose-stability/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "diagnosing-compose-stability", 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 rosuH/EasyWatermark --skill diagnosing-compose-stability -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install rosuH/EasyWatermark diagnosing-compose-stability --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/rosuH/EasyWatermark.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/diagnosing-compose-stability .cursor/skills/diagnosing-compose-stability && 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 "diagnosing-compose-stability" agent skill from https://github.com/rosuH/EasyWatermark/tree/master/.agents/skills/diagnosing-compose-stability into .cursor/skills/diagnosing-compose-stability/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "diagnosing-compose-stability", 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/rosuH/EasyWatermark.git --path .agents/skills/diagnosing-compose-stability--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 rosuH/EasyWatermark --skill diagnosing-compose-stability -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install rosuH/EasyWatermark diagnosing-compose-stability --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/rosuH/EasyWatermark.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/diagnosing-compose-stability .gemini/skills/diagnosing-compose-stability && 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 "diagnosing-compose-stability" agent skill from https://github.com/rosuH/EasyWatermark/tree/master/.agents/skills/diagnosing-compose-stability into .gemini/skills/diagnosing-compose-stability/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "diagnosing-compose-stability", 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 rosuH/EasyWatermark diagnosing-compose-stabilityInstalls 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 rosuH/EasyWatermark --skill diagnosing-compose-stability -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/rosuH/EasyWatermark.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/diagnosing-compose-stability .github/skills/diagnosing-compose-stability && 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 "diagnosing-compose-stability" agent skill from https://github.com/rosuH/EasyWatermark/tree/master/.agents/skills/diagnosing-compose-stability into .github/skills/diagnosing-compose-stability/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "diagnosing-compose-stability", 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 rosuH/EasyWatermark --skill diagnosing-compose-stability -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install rosuH/EasyWatermark diagnosing-compose-stability --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/rosuH/EasyWatermark.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/diagnosing-compose-stability .opencode/skills/diagnosing-compose-stability && 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 "diagnosing-compose-stability" agent skill from https://github.com/rosuH/EasyWatermark/tree/master/.agents/skills/diagnosing-compose-stability into .opencode/skills/diagnosing-compose-stability/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "diagnosing-compose-stability", 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.
diagnosing-compose-stabilityA skill your agent uses to diagnose Jetpack Compose stability problems by enabling and reading the Compose Compiler Reports (classes.txt, composables.txt, composables.csv, module.json).
Diagnosing Compose Stability is an agent skill from rosuH/EasyWatermark. Use this skill to diagnose Jetpack Compose stability problems by enabling and reading the Compose Compiler Reports (classes.txt, composables.txt, composables.csv, module.json). Covers the Gradle DSL, the release-only build requirement, and how to interpret per-class and per-composable stability annotations including stable, unstable, runtime, restartable, skippable, readonly, @static, and @dynamic markers. Use when the developer asks "why does this recompose", reports jank, dropped frames, slow scroll, high…
Its SKILL.md is about 3.3k tokens, which your agent loads only when the skill is triggered. The skill folder holds 3 other files, including reference files (for example `references/reading-classes-txt.md` and `references/reading-composables-txt.md`).
It sits in Mobile, covering Android development, Mobile performance and CSV and tabular files. It works with Gradle, Jetpack Compose and Kotlin. The repository describes itself as: 🔒 🖼 Securely, easily add a watermark to your sensitive photos. 安全、简单地为你的敏感照片添加水印,防止被人泄露、利用. The licence is Apache-2.0.
4 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 61223db. 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 bash and kotlin).
From the folder's file list and the shell code blocks in SKILL.md.
Links to these hosts (documentation or services it may open):
developer.android.commedium.comchrisbanes.megithub.comFrom 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.
Diagnosing Compose Stability loads about 3.3k tokens when it runs, and up to ~7.4k if it reads all its reference files. Until then it costs about 197 tokens; SKILL.md has 1,161 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 rosuH/EasyWatermark at commit 61223db, republished under its Apache-2.0 licence (© rosuH). 1,161 words, ~3,319 tokens.
.claude/skills/diagnosing-compose-stability/SKILL.md (or your agent's skills folder). This skill also uses 2 other files; get the full folder from GitHub.Compose skips recomposition by comparing parameters. When a parameter is unstable, skipping is disabled — this skill tells Claude how to find out which parameters are unstable and why. The output is a prioritized list of unstable types and non-skippable composables; the fix lives in ../stabilizing-compose-types/SKILL.md.
@TraceRecomposition log shows recomposition counts that exceed the number of meaningful state changes.classes.txt, composables.txt, composables.csv, module.json, or "non-skippable".List<Foo>, LocalDateTime, or a domain type is stable.../stabilizing-compose-types/SKILL.md.Modifier.alpha(state.value)); use ../../recomposition/deferring-state-reads/SKILL.md.derivedStateOf misuse; use ../../recomposition/choosing-derivedstateof/SKILL.md.../enforcing-stability-in-ci/SKILL.md.id("org.jetbrains.kotlin.plugin.compose"). The pre-2.0 kotlinCompilerExtensionVersion flow is obsolete.org.jetbrains.kotlin.plugin.compose Gradle plugin (Kotlin 2.0+). The composeCompiler { … } extension is owned by that plugin; AGP version is incidental.build.gradle.kts. Scope to release only — debug builds emit misleading data.// app/build.gradle.kts (or any compose module)
plugins {
id("com.android.application")
id("org.jetbrains.kotlin.android")
id("org.jetbrains.kotlin.plugin.compose")
}
composeCompiler {
// Only emit reports for release to avoid Live Literals noise.
val isReleaseBuild = providers.gradleProperty("composeCompilerReports").orNull == "true"
if (isReleaseBuild) {
reportsDestination = layout.buildDirectory.dir("compose_compiler")
metricsDestination = layout.buildDirectory.dir("compose_compiler")
}
}Or the always-on form:
composeCompiler {
reportsDestination = layout.buildDirectory.dir("compose_compiler")
metricsDestination = layout.buildDirectory.dir("compose_compiler")
// Optional — opt mutable third-party types into stability:
stabilityConfigurationFiles.add(
rootProject.layout.projectDirectory.file("stability_config.conf")
)
}./gradlew :app:assembleRelease -PcomposeCompilerReports=trueFor a library module: ./gradlew :feature-feed:assembleRelease. The release flavor is required — see RIGHT/WRONG below.
<module>/build/compose_compiler/:app/build/compose_compiler/
├── app_release-classes.txt # per-class stability
├── app_release-composables.txt # per-composable signatures
├── app_release-composables.csv # CSV mirror of the above (CI-friendly)
└── app_release-module.json # aggregate countsIf any file is missing, the plugin did not run for that variant — re-check that composeCompiler { reportsDestination = ... } is on the right module and that the build was release.
4. Open composables.txt first. This is the highest-signal file. Search for restartable lines that are not followed by skippable. Each one is a recomposition entry point that cannot be skipped. Inside each block, read the per-parameter prefix: stable, unstable, @static, @dynamic. Any unstable parameter blocks skipping. See references/reading-composables-txt.md for the full grammar.
5. Open classes.txt to learn why a class is unstable. For every type flagged unstable in composables.txt, find its declaration in classes.txt. The line tells you whether a var field, a generic parameter, or an unstable nested type is the cause. The runtime stable class Box { stable val value: T } shape means "this class is stable iff the runtime $stable: Int field of the substituted T says so" — see references/reading-classes-txt.md.
6. Open module.json for triage numbers. Counts of skippable composables, restartable composables, stable classes, etc. Use this to compare before/after a fix or to decide which module to attack first. DO NOT treat these counts as a target — they exist to spot regressions, not to chase 100 percent.
7. Prioritize by hot path. A non-skippable composable that runs once at startup is irrelevant; one inside a LazyColumn item is critical. Cross-reference with measurement (@TraceRecomposition from skydoves/compose-stability-analyzer, or Macrobenchmark FrameTimingMetric) before fixing — see ../../measurement/tracing-recompositions-at-runtime/SKILL.md.
8. Hand off to the fix skill. Produce a list of unstable types + offending composables and apply ../stabilizing-compose-types/SKILL.md.
The compiler reports surface the cause directly inside the function signature. Walk the developer through this real shape.
restartable scheme("[androidx.compose.ui.UiComposable]") fun HighlightedSnacks(
stable index: Int,
unstable snacks: List<Snack>, // <-- blocks skipping
stable onSnackClick: Function1<Long, Unit>,
)Diagnosis script:
restartable but NOT prefixed with skippable. Therefore it always recomposes when its parent does.unstable snacks: List<Snack> parameter. kotlin.collections.List is an interface; the compiler cannot prove its implementations are immutable.classes.txt and find Snack. If Snack itself is unstable, fix the data class first; if it is stable then only the List wrapper is the problem.List<Snack> with kotlinx.collections.immutable.ImmutableList<Snack>, or add kotlin.collections.* to stability_config.conf if the developer is comfortable with that contract.runtime meansruntime stable class Box {
stable val value: T
}This is not unstable. The compiler emits a synthetic $stable: Int field at runtime and queries it during composition. The class is stable iff the substituted T reports stable. DO NOT annotate runtime classes with @Stable to "promote" them — the runtime check is the correct mechanism.
# WRONG
./gradlew :app:assembleDebug
# WRONG because: debug enables Live Literals; constant 0 dp becomes a getter, every literal looks dynamic, and counts in module.json drift versus what ships to users.# RIGHT
./gradlew :app:assembleRelease -PcomposeCompilerReports=true// WRONG — reading composables.txt without checking the leading flags
fun MyScreen(...)
// WRONG because: skipping the `restartable`/`skippable` prefix discards the only data point that determines whether unstable params actually cost anything.// RIGHT — every diagnosis quotes the full prefix and per-param annotations
restartable skippable scheme("[androidx.compose.ui.UiComposable]") fun MyScreen(
stable user: User,
stable onClick: Function0<Unit>,
)If build/compose_compiler/ is missing or empty after a release build:
org.jetbrains.kotlin.plugin.compose plugin is applied to this module — the extension is per-module../gradlew :app:clean :app:assembleRelease.reportsDestination is set inside a composeCompiler { } block, not the legacy kotlinOptions freeCompilerArgs flow.composables.txt per-parameter annotations (stable/unstable/@static/@dynamic), not just the function name. The flag prefix is the diagnosis.classes.txt to identify the root cause (a var, a generic, an unstable field type, or an interface).@Stable based on a report alone — that decision belongs to the fix skill, which evaluates the contract.composables.csv line counts and call it done. The counts are a regression sentinel; the per-line annotations are the actual diagnosis.../enforcing-stability-in-ci/SKILL.md (skydoves compose-stability-analyzer plugin or the community ComposeGuard plugin) so regressions surface on PR review.module.json per release so future regressions are visible by diff../gradlew :app:assembleRelease (or module-specific) completes successfully with the org.jetbrains.kotlin.plugin.compose plugin applied.<module>_release-classes.txt, <module>_release-composables.txt, <module>_release-composables.csv, <module>_release-module.json.composables.txt, OR a confirmed-zero count from module.json justifying that no fix is needed.classes.txt so the fix skill receives a concrete root cause (a var, a List, a LocalDateTime, etc.).runtime stable class … is not a problem — it is the compiler's correct lazy-stability emission.references/reading-classes-txt.md — full grammar for classes.txt with worked examples (stable / unstable / runtime / generic).references/reading-composables-txt.md — full grammar for composables.txt including restartable, skippable, readonly, scheme, and per-parameter stable / unstable / @static / @dynamic.© rosuH, Apache-2.0. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
SKILL.md and 2 other files (references) in .agents/skills/diagnosing-compose-stability of rosuH/EasyWatermark.
Open the folder on GitHubat commit 61223db
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in rosuH/EasyWatermark, which our catalogue first saw on October 7, 2026.
Diagnosing Compose Stability 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 |
|---|---|---|---|---|---|---|
| Diagnosing Compose Stability this skillrosuH/EasyWatermark | 1.9k | 1 repos | ~3.3k | Automated safety check: Pass | Apache-2.0 | |
| Android Developmentdpconde/claude-android-skill | 336 | — | ~1.7k | Automated safety check: Pass | MIT | |
| Claude Android NinjaDrjacky/claude-android-ninja | 124 | — | ~5.2k | Automated safety check: Pass | Apache-2.0 | |
| Desktop And Build Footgunsmaxrave-dev/kotlin-footguns | 1k | — | ~3.8k | Automated safety check: Pass | GPL-3.0 | |
| Flake Triageyschimke/compose-ai-tools | 117 | — | ~1.5k | Automated safety check: Pass | Apache-2.0 | |
| Composewebview Developmentparkwoocheol/compose-webview | 103 | — | ~1.3k | Automated safety check: Pass | MIT |
dpconde/claude-android-skill
Create production-quality Android applications following Google's official architecture guidance and NowInAndroid best practices.
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.
maxrave-dev/kotlin-footguns
Desktop JVM and build traps: JNA natives, bundling, memory, packaging, code signing, R8, deep links, Gradle and CI releases.
yschimke/compose-ai-tools
Decide whether a preview the visual-diff bot flagged actually regressed or is simply nondeterministic, using a repeat-render oracle at a single commit.
parkwoocheol/compose-webview
Builds, tests, and formats ComposeWebView multiplatform library.
CosminMihuMDC/KtorMonitor
Update dependency versions in gradle/libs.versions.toml by querying Maven repositories.
rosuH/EasyWatermark
A skill your agent uses to push frequently-changing Jetpack Compose state reads (scroll position, animation values, drag offsets) out of the Composition phase and down into Layout or Draw using…
rosuH/EasyWatermark
A skill your agent uses to generate and measure Jetpack Compose Baseline Profiles end-to-end with the AGP 8.2+ Baseline Profile Generator module and the Macrobenchmark harness.
rosuH/EasyWatermark
A skill your agent uses to author new custom Jetpack Compose modifiers and migrate legacy ones from Modifier.composed { } to Modifier.Node + ModifierNodeElement<T.
rosuH/EasyWatermark
Analyzes Android codebases to implement ML Kit GenAI Prompt API.
rosuH/EasyWatermark
A skill your agent uses to fix unstable Jetpack Compose types once a stability diagnosis has identified them.
rosuH/EasyWatermark
A skill your agent uses to explain why the Compose compiler classified a class or composable parameter as stable, runtime, unknown, or unstable.
Works with
Categories
A skill your agent uses to diagnose Jetpack Compose stability problems by enabling and reading the Compose Compiler Reports (classes.txt, composables.txt, composables.csv, module.json). Diagnosing Compose Stability is an agent skill from rosuH/EasyWatermark.json).
Diagnosing Compose Stability fits situations like: diagnose Jetpack Compose stability problems by enabling and reading the Compose Compiler Reports (classes.txt; composables.txt; composables.csv; the developer asks why does this recompose.
Run `npx skills add rosuH/EasyWatermark --skill diagnosing-compose-stability -a claude-code`. Or copy the skill folder (.agents/skills/diagnosing-compose-stability in rosuH/EasyWatermark) into .claude/skills/diagnosing-compose-stability in your project. Claude Code loads it when a task matches its description.
Run `npx skills add rosuH/EasyWatermark --skill diagnosing-compose-stability -a codex`. Or copy the skill folder (.agents/skills/diagnosing-compose-stability in rosuH/EasyWatermark) into .agents/skills/diagnosing-compose-stability 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 rosuH/EasyWatermark --skill diagnosing-compose-stability -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/diagnosing-compose-stability, .gemini/skills/diagnosing-compose-stability, .github/skills/diagnosing-compose-stability and .opencode/skills/diagnosing-compose-stability in your project.
SKILL.md names no scripts, command-line tools or credentials: Diagnosing Compose Stability is instructions for the agent only.
SKILL.md names 4 domains. As links in the text: developer.android.com, medium.com, chrisbanes.me and github.com. 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.
Diagnosing Compose Stability is published under the Apache-2.0 licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.
About 3.3k tokens (SKILL.md is roughly 13k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 4.1k tokens, read only when the agent opens those files.
Skills that share tags, products or a category with Diagnosing Compose Stability: Android Development (dpconde/claude-android-skill, 336 stars), Claude Android Ninja (Drjacky/claude-android-ninja, 124 stars), Desktop And Build Footguns (maxrave-dev/kotlin-footguns, 1k stars) and Flake Triage (yschimke/compose-ai-tools, 117 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
rosuH (a GitHub user) maintains it in rosuH/EasyWatermark, which has 1,894 GitHub stars. The repository holds 28 skills in this directory. The repository was last updated on October 6, 2026.
Source: rosuH/EasyWatermark on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.