Diagnose and fix Kototoro Browse/Explore page content source scrolling jank when many sources exist. Use for ExploreHostScreen, ExploreViewModel, source quick access, LazyColumn source rows, source grouping, browse recommendation loading, and tab switching performance.
Diagnose and fix Kototoro main screen loading flicker, blank flashes, chrome jumps, transient empty states, and route switching flashes. Use for KototoroApp, AppNavGraph, FavoritesHostScreen, FavouritesContainerViewModel, DiscoverViewModel, collectAsStateWithLifecycle initial values, top/bottom bar offsets, and main route transitions.
Diagnose and fix Kototoro Android issues where returning from reader or video player to details causes flicker, cover reload, panorama reload, progress reset, status bar jump, Compose subtree disposal, or Activity recreation. Use for DetailsScreen, VideoPlayerActivity, MainActivity, system bars/insets, shared transition, Coil cache key, and reader page identity regressions.
Production-ready scripts for Android app testing, building, and automation. Provides semantic UI navigation, build automation, log monitoring, and emulator lifecycle management. Optimized for AI agents with minimal token output.