Learn user preferences from conversations and personalize responses automatically. Preferences compound over time — corrections like "use TypeScript, not JavaScript" are captured and injected into future sessions.

从对话中学习用户偏好并自动个性化回复。偏好会随时间累积，例如“使用TypeScript而非JavaScript”这样的修正会被记录并在后续会话中自动应用。