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根因: 3个断裂点 1. profile_store未连接: create_middleware_chain()中GrowthIntegration未设置 UserProfileStore, 导致extract_combined()的profile_signals被静默丢弃 2. 双数据库不一致: UserProfileStore写入data.db, agent_get读取memories.db, 两库隔离导致UserProfile永远读不到 3. 缺少关键日志: 提取/存储/检索链路无info级别日志, 问题难以诊断 修复: - create_middleware_chain()中添加 with_profile_store(memory.pool()) - agent_get改为使用kernel.memory()而非viking_commands::get_storage() - Kernel暴露memory()方法返回Arc<MemoryStore> - growth.rs增强日志: 存储成功/失败/提取详情/profile更新数 验证: Tauri端E2E测试通过 - 会话A发送消息 → 提取6记忆+4 profile signals → 存储成功 - 新会话B发送消息 → Injected memories → LLM回复提及之前话题 - 管家Tab显示: 用户画像(医疗/健康)+近期话题+53条记忆分组