Mobile Instinct v1 - Pattern Capture

Immediate pattern capture during mobile development with real-time feedback.

Overview

V1 instincts capture mobile development patterns as you write code. When you create Composables, ViewModels, or repositories, relevant patterns are automatically extracted and stored with confidence scoring.

Triggers

Automatic capture on:

Creating .kt files in Compose screens
Writing ViewModel code
Adding Koin modules
Configuring Ktor clients
Writing coroutine code

Pattern Categories

Compose Patterns

Pattern ID	Description	Initial Confidence
`compose-state-hoisting`	State hoisted to caller	0.5
`compose-remember-key`	Stable keys in lazy lists	0.6
`compose-side-effect`	Proper LaunchedEffect usage	0.5
`compose-immutable`	Immutable data classes	0.7

MVI Patterns

Pattern ID	Description	Initial Confidence
`mvi-sealed-state`	Sealed interface for state	0.7
`mvi-intent-handler`	onIntent pattern	0.6
`mvi-reduce-function`	State reduction	0.5
`mvi-single-event`	One-time event handling	0.6

Koin Patterns

Pattern ID	Description	Initial Confidence
`koin-viewmodel-injection`	koinViewModel() in Compose	0.7
`koin-module-factory`	Module definition with factory	0.6
`koin-scoped-deps`	Scoped dependencies	0.5

Ktor Patterns

Pattern ID	Description	Initial Confidence
`ktor-safe-request`	runCatching wrapper	0.7
`ktor-plugin-install`	ContentNegotiation setup	0.6
`ktor-timeout-config`	Request timeout handling	0.5

Coroutine Patterns

Pattern ID	Description	Initial Confidence
`coroutine-viewmodel-scope`	viewModelScope.launch	0.8
`coroutine-structured`	Proper scope hierarchy	0.7
`coroutine-dispatcher`	Correct dispatcher selection	0.6

Usage

Patterns are captured automatically. To review captured patterns:

/instinct-status

Confidence Boosting

When a pattern is:

Detected: Initial confidence (0.3-0.5)
Used again: +0.1
User accepted: +0.2
Passes review: +0.1

Maximum confidence: 1.0

Integration with Hooks

Works with hooks/instinct-hooks.json for:

Post-tool-use pattern detection
Session-end pattern consolidation
Pre-compact instinct preservation

Remember: V1 is about immediate capture. V2 provides observational learning across sessions.