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

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