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7个问题根因分析+修复方案: P0: 聊天路由竞态/记忆查询缺陷/hand_trigger硬编码 P1: Agent画像断链/反思持久化多重缺陷 P2: 演化差异视图/管家Tab上下文混淆 路径B: 系统桥接修复，扩展已有命令而非新增