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Reviews GitHub Pull Requests/Merge Requests and generates a clean, actionable GitHub Flavored Markdown (GFM) checklist of requested changes. Use this skill when you need a clear, easy-to-understand review summary that developers can copy directly into a PR…
Ensures the app runs efficiently and safely by handling memory management, state architecture, and Coroutine optimizations. Use this skill to fix memory leaks (OOM), optimize Coroutine dispatchers, enforce immutable StateFlow architectures, add database…
Writes high-quality unit tests for Kotlin Android codebases to increase meaningful test coverage. Use this skill to add tests for untested edge cases, ViewModel states, exception handling blocks, or UseCases using MockK, runTest, and the Given-When-Then…
Improves project modularity, organization, and clean architecture by moving misplaced files or packages. Use this skill to move cohesive classes together, fix wrong layer violations (e.g., UI models in the Data layer), clean up generic 'Utils' packages,…
Elevates the Jetpack Compose user interface through micro-UX improvements, animations, accessibility (a11y) fixes, and UI structural polish. Use this skill to extract hardcoded styles to AppTheme, add TalkBack semantics, implement AnimatedVisibility or…
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…
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. Use this skill to decouple Android dependencies from…
Optimizes Gradle build scripts, compilation times, and Android Studio sync performance. Use this skill to migrate kapt to ksp, fix Gradle Configuration Cache violations, extract build logic into precompiled script plugins, or tune gradle.properties for better…
Hoists state in Jetpack Compose layouts to keep composables stateless, decoupled, and testable. Use this skill to decouple child composables from ViewModels, replace internal mutableStateOf with hoisted state and event callbacks, expose stateless/stateful…
Removes app bloat, secures data, and ensures failures are visible. Use this skill to safely eliminate dead code or unused resources, secure vulnerabilities like hardcoded API keys, fix silent exceptions (empty catch blocks), convert heavy assets to WebP, and…
Orchestrates macro-level UI architecture, complex Jetpack Compose structures, and screen-to-screen flows. Use this skill to implement adaptive layouts (WindowSizeClass), migrate to type-safe Navigation Compose graphs, design cross-module Design Systems, wire…
Resolves deep, structural performance bottlenecks in the Kotlin Android codebase. Use this skill for macro-level improvements like fixing Room N+1 relation queries, optimizing complex multi-measure Compose layouts, implementing Paging 3, refactoring massive…
Resolves deep architectural debt in the Kotlin Android codebase through macro-level refactoring. Use this skill to split God classes (like massive ViewModels), extract UseCases, enforce strict layer mapping (e.g., DTOs to UI models), implement interface…
Maintains Kotlin codebase health, idiomatic style, and modern API usage. Use this skill to fix code smells, update deprecated APIs, resolve outdated TODOs, apply Kotlin scope functions, flatten deeply nested logic, and resolve lint or detekt warnings.
Performs rigorous, adversarial senior-staff code reviews that ruthlessly uncover architectural anti-patterns, edge cases, lifecycle hazards, memory leaks, type-safety gaps, and performance pitfalls. Use this skill when the user asks for a senior developer…
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