菜单
Instinct-based learning system with confidence scoring for mobile patterns. Automatically extracts and evolves patterns.
用 Codex 或 Claude 帮你安装 复制这段 Prompt，粘贴到 Codex、Claude 或其他助手里，让它检查 Skill 页面并帮你完成安装。
基于 SOC 职业分类
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.