mobile-instinct-v1

Automatic pattern capture analyzes your Kotlin code in real time as you create or edit .kt files, detecting recurring approaches across Compose, ViewModel, Koin, Ktor, and coroutines with confidence scores to help teams identify and standardize their coding practices.

Yes, pattern detection works across Compose UI patterns, structured concurrency with coroutines, ViewModel architecture, Koin dependency injection, and Ktor networking—capturing state hoisting, remember keys, and async patterns as you write.

Real-time analysis detects state hoisting in Compose, remember key usage, ViewModel setup, repository patterns, Koin module configuration, coroutine structuring, and Ktor client usage—updating confidence scores as patterns recur across your codebase.

Run /instinct-status to view all patterns captured during file creation and edits, including their confidence scores and usage frequency across your Kotlin codebase.

Pattern capture works both during creation of new .kt files and modifications to existing code, continuously analyzing and updating confidence scores as your mobile codebase evolves.