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- ReferenceProvider 新增可选 onMenuQueryChange(query)：输入区在 useEffect 里回调（菜单关闭时收到 null），作为懒加载的唯一入口 - ProviderMentionMenu 不再让 provider 在渲染期产生副作用：match 只负责过滤已就绪的数据，契约里写明它必须是纯函数 - useSkillReferenceProvider 把目录读取从 match 搬进 onMenuQueryChange，第一次敲出 $ 才读；失败仍放开重试（下一次菜单查询变化时重试）并保留 console.warn - referenceSourceProviders 用例改为经菜单回调驱动，并显式断言 match 不触发任何 Tauri invoke、菜单关闭（null）也不触发 - 同步 ADR、决策记录与功能说明里 provider 契约的那段描述