Compose Multiplatform Patterns
monta-app/ocpp-emulator
Compose Multiplatform and Jetpack Compose patterns for KMP projects — state management, navigation, theming, performance, and platform-specific UI.
Identifies and implements micro-level Kotlin, Jetpack Compose, Coroutine, and Room database performance optimizations.
$ npx skills add nekomangaorg/Neko --skill performance-bolt -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install nekomangaorg/Neko performance-bolt --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/nekomangaorg/Neko.git skills-src && mkdir -p .claude/skills && cp -r skills-src/.agents/skills/bolt .claude/skills/performance-bolt && 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 "performance-bolt" agent skill from https://github.com/nekomangaorg/Neko/tree/main/.agents/skills/bolt into .claude/skills/performance-bolt/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "performance-bolt", 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/nekomangaorg/Neko/tree/main/.agents/skills/boltType 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 nekomangaorg/Neko --skill performance-bolt -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install nekomangaorg/Neko performance-bolt --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nekomangaorg/Neko.git skills-src && mkdir -p .agents/skills && cp -r skills-src/.agents/skills/bolt .agents/skills/performance-bolt && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "performance-bolt" agent skill from https://github.com/nekomangaorg/Neko/tree/main/.agents/skills/bolt into .agents/skills/performance-bolt/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "performance-bolt", 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 nekomangaorg/Neko --skill performance-bolt -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install nekomangaorg/Neko performance-bolt --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nekomangaorg/Neko.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/.agents/skills/bolt .cursor/skills/performance-bolt && 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 "performance-bolt" agent skill from https://github.com/nekomangaorg/Neko/tree/main/.agents/skills/bolt into .cursor/skills/performance-bolt/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "performance-bolt", 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/nekomangaorg/Neko.git --path .agents/skills/bolt--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 nekomangaorg/Neko --skill performance-bolt -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install nekomangaorg/Neko performance-bolt --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nekomangaorg/Neko.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/.agents/skills/bolt .gemini/skills/performance-bolt && 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 "performance-bolt" agent skill from https://github.com/nekomangaorg/Neko/tree/main/.agents/skills/bolt into .gemini/skills/performance-bolt/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "performance-bolt", 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 nekomangaorg/Neko performance-boltInstalls 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 nekomangaorg/Neko --skill performance-bolt -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/nekomangaorg/Neko.git skills-src && mkdir -p .github/skills && cp -r skills-src/.agents/skills/bolt .github/skills/performance-bolt && 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 "performance-bolt" agent skill from https://github.com/nekomangaorg/Neko/tree/main/.agents/skills/bolt into .github/skills/performance-bolt/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "performance-bolt", 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 nekomangaorg/Neko --skill performance-bolt -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install nekomangaorg/Neko performance-bolt --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/nekomangaorg/Neko.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/.agents/skills/bolt .opencode/skills/performance-bolt && 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 "performance-bolt" agent skill from https://github.com/nekomangaorg/Neko/tree/main/.agents/skills/bolt into .opencode/skills/performance-bolt/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "performance-bolt", 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.
performance-boltIdentifies and implements micro-level Kotlin, Jetpack Compose, Coroutine, and Room database performance optimizations.
Performance Bolt is an agent skill from nekomangaorg/Neko. Identifies and implements micro-level Kotlin, Jetpack Compose, Coroutine, and Room database performance optimizations. Use this skill to fix UI stuttering, defer Compose state reads, add missing remember or distinctUntilChanged blocks, optimize list operations with sequences, or perform surface-level memory efficiency tweaks under 50 lines.
Its SKILL.md is about 1.8k tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `journal.md`).
It sits in Mobile, covering Android development and Performance optimization. It works with Kotlin, Jetpack Compose and Android. The repository describes itself as: Unofficial MangaDex Reader for Android 8+. The licence is Apache-2.0.
5 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 6bf5c7d. 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.
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.
Performance Bolt loads about 1.8k tokens when it runs. Until then it costs about 90 tokens; SKILL.md has 806 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 nekomangaorg/Neko at commit 6bf5c7d, republished under its Apache-2.0 licence (© nekomangaorg). 806 words, ~1,775 tokens.
.claude/skills/performance-bolt/SKILL.md (or your agent's skills folder). This skill also uses 1 other file; get the full folder from GitHub.You are "Bolt" ⚡ — a performance-obsessed agent who makes the Kotlin Android codebase faster, one optimization at a time. Your mission is to identify and implement ONE small performance improvement that makes any feature measurably faster, smoother, or more memory-efficient.
Philosophy:
Journaling Rules (Read .agents/skills/bolt/journal.md before starting and write learnings to it):
Only log critical learnings format as ## YYYY-MM-DD - [Title] \n **Learning:** [Insight] \n **Action:** [How to apply next time]. Log things like performance bottlenecks specific to this app's Compose architecture, optimizations that surprisingly DIDN'T work and why, or codebase-specific anti-patterns for StateFlow collection.
./gradlew ktfmtFormat to ensure consistent code styling before every commit../gradlew lintDebug and ./gradlew testDebugUnitTest before creating a PR.measureTimeMillis { }, Compose Compiler Metrics (if available), or logical deduction in the PR description.kotlinx.collections.immutable).semantics) modifiers just to save a few milliseconds of render time.build.gradle.kts, libs.versions.toml, or AndroidManifest.xml without instruction.refactor: in PR titles or commits. Use perf: instead.derivedStateOf; raw values instead of lambdas () -> Type; resolving stringResource() inside LazyColumn/LazyRow items; missing @Stable/@Immutable annotations on UI state classes containing collection types; reading scroll state details (e.g., visibleItemsInfo) directly inside items forcing recomposition on every pixel; using non-lambda modifiers for animations/scroll offsets (e.g., Modifier.offset vs Modifier.offset { ... }); allocating new Modifier objects inside loops.Dispatchers.Main; missing .distinctUntilChanged(); collecting UI flows without lifecycle awareness (collectAsState vs collectAsStateWithLifecycle)..asSequence(); redundant .filter().map() instead of .mapNotNull(); intermediate allocations before terminal operations (e.g., .map {}.all {}); O(N) list lookup loops (e.g., find/indexOf) inside map operations; using .asSequence() on small collections where iterator overhead exceeds intermediate GC costs; switching Coroutine dispatchers inside loop iterations rather than surrounding the entire loop../gradlew ktfmtFormat, lint, and tests. Verify the optimization works as expected.perf: or ref: prefix (e.g., perf: defer scroll state reads using derivedStateOf in LibraryScreen). Include What, Why, Impact, and Measurement in the description.derivedStateOf { }.() -> Type instead of raw values.snapshotFlow in a parameterless LaunchedEffect(state) to observe scroll offset or bounds, and capture external state using rememberUpdatedState to avoid recomposition on scroll.Modifier.offset { ... } or Modifier.graphicsLayer { ... }) to defer state reading and bypass recomposition.stringResource(...) calls out of LazyColumn items into ViewModel/State definitions..asSequence() to large list operations to stop intermediate memory allocation..asSequence() for small collections (<= 5-10 items) where sequence overhead exceeds intermediate list GC costs.ArrayList or map capacity (e.g., ArrayList(size)) when the final collection size is known to prevent internal array resizing.remember to prevent recalculating values during recomposition.@Immutable to fix Compose stability, especially if they contain collections..map { it }.toList() on PersistentList variables when passing them to functions that expect a standard List.Dispatchers.Default using a single withContext(Dispatchers.Default) block surrounding the loop.collectAsStateWithLifecycle() to automatically pause collection when the app goes to the background..distinctUntilChanged() to a Flow to stop spamming the UI.List.filter {}.map {} with List.mapNotNull {}.list.map { transform(it) }.all { predicate(it) } -> list.all { predicate(transform(it)) }..associateBy { it.id } or .associate { } before stepping into mapping/filtering..split() in cursor parsers.@Entity on frequently queried fields..chunked(500) to prevent crashing due to SQLite parameter limits.© nekomangaorg, 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 1 other file in .agents/skills/bolt of nekomangaorg/Neko.
Open the folder on GitHubat commit 6bf5c7d
Performance Bolt 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 |
|---|---|---|---|---|---|---|
| Performance Bolt this skillnekomangaorg/Neko | 2.8k | — | ~1.8k | Automated safety check: Pass | Apache-2.0 | |
| Compose Multiplatform Patternsmonta-app/ocpp-emulator | 180 | 5 repos | ~2k | Automated safety check: Pass | Apache-2.0 | |
| Android Developmentdpconde/claude-android-skill | 337 | — | ~1.7k | Automated safety check: Pass | MIT | |
| Claude Android NinjaDrjacky/claude-android-ninja | 124 | — | ~5.2k | Automated safety check: Pass | Apache-2.0 | |
| Jetpack Composedarriousliu/PiPixiv | 263 | — | ~1.5k | Automated safety check: Pass | Apache-2.0 | |
| Coding Stylesk2andy/candy-browser | 508 | — | ~548 | Automated safety check: Pass | MPL-2.0 |
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.
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.
darriousliu/PiPixiv
Jetpack Compose expert skill for Android UI development. An agent skill from darriousliu/PiPixiv.
sk2andy/candy-browser
Apply Candy Browser's project-specific Kotlin, Jetpack Compose, Android/WebView, testing, and generator conventions.
hamen/compose_skill
Helps AI coding assistants write modern Jetpack Compose: correct state, side effects, performance-aware modifiers, Navigation 3, Paging 3 in Compose, coroutines on lifecycle, animations, UI tests…
nekomangaorg/Neko
Resolves deep, structural performance bottlenecks in the Kotlin Android codebase.
nekomangaorg/Neko
Resolves deep architectural debt in the Kotlin Android codebase through macro-level refactoring.
nekomangaorg/Neko
Optimizes Gradle build scripts, compilation times, and Android Studio sync performance.
nekomangaorg/Neko
Maintains Kotlin codebase health, idiomatic style, and modern API usage.
nekomangaorg/Neko
Extracts duplicated or tangled business logic from ViewModels, Repositories, or UI components into pure, highly testable Kotlin Use Cases (Interactors) following the Single Responsibility Principle.
nekomangaorg/Neko
Elevates the Jetpack Compose user interface through micro-UX improvements, animations, accessibility (a11y) fixes, and UI structural polish.
Works with
Categories
Identifies and implements micro-level Kotlin, Jetpack Compose, Coroutine, and Room database performance optimizations. Performance Bolt is an agent skill from nekomangaorg/Neko. Identifies and implements micro-level Kotlin, Jetpack Compose, Coroutine, and Room database performance optimizations.
Performance Bolt fits situations like: fix UI stuttering; defer Compose state reads; add missing remember; distinctUntilChanged blocks.
Run `npx skills add nekomangaorg/Neko --skill performance-bolt -a claude-code`. Or copy the skill folder (.agents/skills/bolt in nekomangaorg/Neko) into .claude/skills/performance-bolt in your project. Claude Code loads it when a task matches its description.
Run `npx skills add nekomangaorg/Neko --skill performance-bolt -a codex`. Or copy the skill folder (.agents/skills/bolt in nekomangaorg/Neko) into .agents/skills/performance-bolt 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 nekomangaorg/Neko --skill performance-bolt -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/performance-bolt, .gemini/skills/performance-bolt, .github/skills/performance-bolt and .opencode/skills/performance-bolt in your project.
SKILL.md names no scripts, command-line tools or credentials: Performance Bolt 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.
Performance Bolt is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
About 1.8k tokens (SKILL.md is roughly 7.1k 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 Performance Bolt: Compose Multiplatform Patterns (monta-app/ocpp-emulator, 180 stars), Android Development (dpconde/claude-android-skill, 337 stars), Claude Android Ninja (Drjacky/claude-android-ninja, 124 stars) and Jetpack Compose (darriousliu/PiPixiv, 263 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
nekomangaorg (a GitHub organization) maintains it in nekomangaorg/Neko, which has 2,812 GitHub stars. The repository holds 15 skills in this directory. The repository was last updated on October 8, 2026.
Source: nekomangaorg/Neko on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.