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基于本能（Instinct）的学习系统，通过钩子（hooks）观察会话，创建带有置信度评分的原子本能，并将其演化为技能（Skills）、命令（Commands）或智能体（Agents）。v2.1 版本增加了项目作用域（project-scoped）的本能，以防止跨项目污染。
Passed 22 of 22 test cases with the skill, and 10 of 22 without it.
and 9 more in the full report
12 fixed10 passed either way0 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 12 test cases the skill fixed. Same model, same prompt, with and without the skill.
I received a teammate's coding habits export at path ./team-instincts.yaml. What action command loads these into the local continuous learning setup?
| Checked | Without skill | With skill |
|---|---|---|
| Uses the command /instinct-import with the file path argument | Missed | Passed |
The instructions your model reads when the skill loads.
進階學習系統，透過原子「本能」（帶信心評分的小型學習行為）將你的 Claude Code 工作階段轉化為可重用知識。
| 功能 | v1 | v2 |
|---|---|---|
| 觀察 | Stop hook（工作階段結束） | PreToolUse/PostToolUse（100% 可靠） |
| 分析 | 主要上下文 | 背景 agent（Haiku） |
| 粒度 | 完整技能 | 原子「本能」 |
| 信心 | 無 | 0.3-0.9 加權 |
| 演化 | 直接到技能 | 本能 → 聚類 → 技能/指令/agent |
| 分享 | 無 | 匯出/匯入本能 |
本能是一個小型學習行為：
---
id: prefer-functional-style
trigger: "when writing new functions"
confidence: 0.7
domain: "code-style"
source: "session-observation"
---
# 偏好函式風格
## 動作
適當時使用函式模式而非類別。
## 證據
- 觀察到 5 次函式模式偏好
- 使用者在 2025-01-15 將基於類別的方法修正為函式
屬性：
test cases passed, vs 10 / 22 without
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