这次 AI 编程工作，主要围绕 trustedKnowledge 系统的前端体验、状态持久化、AI 问数能力、Skill 管理和内容复制体验展开。整体目标很明确：让系统更稳定、更顺手，也让 AI 能力更可控地融入业务流程。

01 | 先修掉影响体验的细节问题

第一个问题来自“可信知识加工厂”的待加工知识列表。

“可信知识录入工作台”的已录入知识列表，点击条目时体验很丝滑，不会导致整个模块刷新。但“可信知识加工厂”的待加工知识列表，点击任意条目都会让模块整体闪一下。

排查后发现，差异在于列表拉取逻辑的依赖项。

工作台列表点击条目时，只更新选中项并拉取详情，不会重新拉取整个列表。而加工厂列表此前把 factorySelectedId 放进了列表 fetch 的 useEffect 依赖数组里，所以每次点击条目都会触发重新拉取待加工知识，isFactoryLoading 变成 true，模块就出现整体刷新感。

修复方式是把选中项校验改成函数式状态更新，并从依赖数组中移除 factorySelectedId。修复后，待加工列表只会在进入页面、搜索词变化、页码变化或登录状态变化时重新加载。点击条目只切换选中状态和右侧内容。

前端构建验证已通过：cd frontend && npm run build。

02 | 状态持久化问题要分清边界

另一个问题是“录入可信知识”模块经常被动刷新，导致写到一半的文字消失。同时，手机浏览器保存为桌面图标后，有时再次进入仍需要输入密码。

这两个问题不是同一个 bug，但属于同一类前端状态持久化问题。

登录反复要求输入密码，是因为之前使用 sessionStorage 保存登录态。手机浏览器、桌面图标入口或新的 WebView 会话下，sessionStorage 表现可能不稳定。

录入文字消失，则是因为草稿只存在 React 内存里。页面重载、浏览器回收或重新鉴权后，未提交内容就会丢失。

本次采用了当前架构下低侵入的修复：

登录态改为 localStorage 持久保存，除非用户主动退出或 API 返回 401。旧的 sessionStorage 登录态会自动迁移到 localStorage，API 请求也统一从持久登录态读取。

同时，“录入可信知识”的新建草稿增加本地自动保存。输入过程中自动保存，刷新、重新打开或重新登录后可以恢复未提交草稿。提交成功或主动退出登录时清理草稿，编辑已有知识时不覆盖新建草稿。

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