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Instinct-based learning system with confidence scoring for mobile patterns. Automatically extracts and evolves patterns.
Codex 또는 Claude로 설치 이 Prompt를 복사해 Codex, Claude 또는 다른 어시스턴트에 붙여 넣으면 Skill 페이지를 검토하고 설치를 진행할 수 있습니다.
SOC 직업 분류 기준
Core Android development patterns for Kotlin, including coroutines, lifecycle management, and functional programming idioms.
Apple Combine framework for reactive programming. Publishers, subscribers, operators, and error handling.
Pattern extraction and skill generation for mobile development sessions. Automatically learns from your coding patterns.
Core Data for iOS persistence. Data models, fetch requests, background contexts, and SwiftData migration.
Kotlin Coroutines and Flow patterns for structured concurrency, error handling, and async operations.
Kotlin Multiplatform expect/actual patterns for platform-specific APIs. Learn to declare shared interfaces with platform implementations.
| name | continuous-learning-v2 |
| description | Instinct-based learning system with confidence scoring for mobile patterns. Automatically extracts and evolves patterns. |
Instinct-based learning with confidence scoring.
{
"id": "compose-state-hoisting",
"type": "pattern",
"description": "Always hoist state to caller in Composables",
"confidence": 0.85,
"examples": [...],
"context": "jetpack-compose",
"lastUsed": "2026-02-02"
}
| Score | Meaning |
|---|---|
| 0.0-0.3 | Experimental |
| 0.3-0.6 | Validated |
| 0.6-0.8 | Established |
| 0.8-1.0 | Best practice |
Confidence increases with:
/instinct-status # View with confidence
/instinct-import <file> # Import from others
/instinct-export # Export for sharing
/evolve # Cluster related instincts
Pre-configured patterns for:
Remember: Instincts evolve. Low confidence patterns may become best practices.