Expert guide for JetBrains Koog (Kotlin AI agents). Use whenever the user mentions Koog, AIAgent, ToolRegistry, strategy graphs, koog-ktor, history compression, MCP tools, structured LLM output, or building agents in a Ktor backend, Spring Boot service,…
JosephSanjaya/skills
SkillsMP has collected 34 skills from JosephSanjaya/skills. Open a skill to review its source and details.
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Skills in this repository
Showing 34 of 34 collected skills.
Clean and reclaim disk space on a Mac using native CLI tools and a dry-run-first script. Use whenever the user mentions Mac disk space, System Data bloat, purgeable space, Finder vs df mismatch, Time Machine local snapshots, Xcode DerivedData or simulators,…
Diagnose and reduce macOS RAM pressure using kernel telemetry (memory pressure, compressor, swap rates), not fake 'free RAM'. Use whenever the user mentions Mac RAM, memory pressure, swap used, compressed memory, Activity Monitor Memory tab, a sluggish Mac…
Expert guide for Apple's native container CLI (apple/container) — the open-source, Swift-native, VM-per-container runtime for Apple Silicon macOS. Read this skill BEFORE answering any question about: installing or starting apple/container; container…
Ultimate Kotlin testing skill. Use this whenever writing, reviewing, or debugging ANY Kotlin test — unit, integration, property-based, or coroutine. Covers TDD (RED/GREEN/REFACTOR), Kotest + MockK + Kover, anti-pattern detection, and four-pillar quality…
Expert guidance for building production-grade MCP (Model Context Protocol) servers in Kotlin using the official Kotlin Multiplatform SDK. Use this skill whenever the user is building, designing, debugging, or improving an MCP server in Kotlin — including tool…
Expert guidance for writing, structuring, outlining, titling, and publishing high-engagement Medium articles. Use whenever the user mentions Medium, Boost nomination, Medium titles/subtitles/kickers, article outlines, key points from a topic, SEO…
Koin Compiler Plugin (K2 native) expert for Kotlin DI. Triggers when: writing/reviewing Kotlin DI with Koin; setting up @Single/@Factory/@KoinViewModel/@Module/@ComponentScan/@KoinApplication/@Scope/@Scoped/@Provided annotations; migrating KSP to the native…
Expert guide for Ktor client/server. Use when user mentions Ktor, HttpClient, embeddedServer, engine (OkHttp, Darwin, CIO, Netty), token refresh, Mutex, HttpRequestLifecycle, custom Ktor plugins, MockEngine, or testApplication.
Expert guidance for creating, optimizing, and implementing unified Web and Mobile DESIGN.md files. Make sure to use this skill whenever the user mentions design systems, design-md, UI/UX consistency, visual theme, design handoff to AI, Stripe/Linear/VoltAgent…
Expert guide for custom Detekt rules (1.x/2.0) & Jetpack Compose quality checks. Use when creating custom Detekt rules, writing AST/PSI visitors, configuring detekt.yml, managing Kotlin type resolution (Analysis API), or enforcing Compose performance/state…
Expert guidance for authoring and configuring Gradle tasks using Groovy DSL and Kotlin DSL (KTS) for Gradle 9.5.1 with Configuration Cache, up-to-date checks, and input/output modeling. Use this skill whenever the user asks about registering Gradle tasks,…
Expert guidance for designing, building, orchestrating, and optimizing Claude Code subagents. Make sure to use this skill whenever the user mentions subagents, multi-agent systems, agent delegation, task routing, or the Agent SDK, even if they only ask for a…
Expert guidance for offline-first KMP and Android architectures using Store5, Room, SQLDelight, Ktor. Always trigger this skill when designing repositories, databases, caching, offline sync, Fetchers, SourceOfTruth, Updaters, Bookkeepers.
Expert guide for Amplitude Android SDK integration (Kotlin/Java). Use when tracking events, configuring autocapture, managing user identity, configuring batching or EU residency, implementing custom Enrichment/Destination plugins, migrating from legacy…
Expert guidance for writing and integrating high-performance AGSL/SkSL shaders in Jetpack Compose and Compose Multiplatform. Trigger this skill whenever the user mentions AGSL, shaders, RenderEffect, custom graphics modifiers, glassmorphism, blur, metaballs,…
Expert guide for designing, building, and optimizing reusable Jetpack Compose components. Applies 2026 best practices, Style API, slot APIs, Modifier.Node, strong skipping mode, recomposition optimization, and Detekt/Ktlint rules validation. Trigger this…
Architect, implement, and optimize Material 3 custom themes in Jetpack Compose. Use this skill whenever the user mentions Android UI design systems, MaterialTheme overrides, dynamic wallpaper-derived colors, custom CompositionLocal providers (like NiaTheme…
Expert guidance for creating, auditing, and maintaining minimal, cache-friendly, and structure-decoupled context files (AGENTS.md and CLAUDE.md). Trigger this skill when the user mentions context files, repo rules, agents.md, claude.md, prompt optimization,…
Expert guide for detecting, profiling, and resolving memory leaks in Android apps (Java, Kotlin, Compose, JNI). Use when analyzing memory usage, profiling heap dumps, fixing out-of-memory (OOM) issues, checking Compose lifecycle flow collections, resolving…
Expert Android app startup performance optimization skill. Use when analyzing or improving Android app cold start, warm start, or hot start times. Applies to projects using Jetpack Compose, Hilt/Dagger, ContentProviders, ad SDKs, or any Android initialization…
Expert guidance for Android StrictMode integration, diagnostics, and optimization. Covers ThreadPolicy (disk I/O, network, custom slow calls, unbuffered IO, resource mismatches) and VmPolicy (memory leaks, incorrect context, intent routing, secure BAL in…
Deep architecture recovery, context gathering, and root cause analysis for unfamiliar or undocumented codebases. Use when asked to analyze a codebase, understand its architecture, map dependencies, gather context before a task, do architecture recovery,…
Expert guidance for Dagger and Hilt dependency injection in Android. Use when implementing DI, creating modules, configuring scopes, optimizing performance, testing with Hilt, setting up multi-module architecture, using assisted injection, or debugging DI…
Expert guidance for Gradle precompiled script plugins, shared convention build-logic, composite included builds, and AGP 9.0+ migrations. Use when designing build architecture, creating convention plugins (*.gradle.kts), resolving Version Catalog access from…
Optimize Claude Code and LLM prompts for token efficiency, prefix caching compliance, positional recall, and execution correctness. Use when writing/reviewing prompts, debugging agent errors/failures, managing context windows, selecting effort levels,…
Expert Python development guidelines covering Astral tooling (uv, ruff, ty), structured concurrency (TaskGroup, ExceptionGroup), high-performance serialization (msgspec, Pydantic v2), memory optimization, and no-GIL architecture. Trigger this skill whenever…
Google KSP and KSP2 expert for Kotlin annotation processing, Gradle setups, and multiplatform (KMP) code generation. Triggers when: writing or reviewing Kotlin Symbol Processing (KSP) code; creating a SymbolProcessor or SymbolProcessorProvider; configuring…
Expert knowledge for Kotlin K2 compiler plugin development, architecture, optimization, and Kotlin 2.4.0 compatibility. Use when: building K2 compiler plugins (FIR + IR), debugging FIR/IR generation issues, implementing FirDeclarationGenerationExtension or…
Kotlin & Compose Multiplatform SOLID Expert. Applies SOLID principles with a strong preference for composition over inheritance (COI) to build professional, clean, maintainable, and testable mobile/multiplatform applications. Use when: designing…
Expert shell configuration, optimization, and automation for Bash, Zsh, and PowerShell. Use when optimizing shell startup times, profiling performance bottlenecks, implementing defensive scripting patterns, configuring modern CLI tools (fzf, tmux, Atuin),…
Expert guidance on Kotlin Coroutines — structured concurrency, dispatcher selection, race condition prevention (Mutex/Channel/StateFlow), error propagation, Flow patterns, testing with runTest/TestDispatcher, and production optimization. Use this skill…
Creates high-quality README and how-to documentation. Use when user says "create a README", "write a README", "make a how-to", "document this project", "create setup guide", "write installation guide", "help me document", or provides a project description and…
Enterprise CI/CD, optimization, security, & delivery expert. Covers GHA, GitLab CI, Jenkins, monorepos (Turbo, Nx, Bazel), containers (BuildKit, Kaniko), GitOps (Argo), delivery (Spinnaker, Kayenta, Fastlane, Flyway), OIDC, and Android. Use for: pipelines,…