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fix: 模型未调用工具却宣称产物「已提交」，同一会话内真假提交用户无法区分
bugSomething isn't workingSomething isn't workingStatus: Open.#518 In Timcai06/EduCanvas;fix: 产物生成失败后卡片永远停在「生成中」——artifact.failed 从未发出，产物表也无失败状态
bugSomething isn't workingSomething isn't workingStatus: Open.#517 In Timcai06/EduCanvas;fix: 导入网页来源无 text/html 预览分支，link 类型 17/17 全部「暂时无法预览这个来源」
bugSomething isn't workingSomething isn't workingStatus: Open.#516 In Timcai06/EduCanvas;fix: 附带来源正文超过 128k 上下文预算时整轮静默失败，只回「AI 暂时无法回答」并引导无限重试
bugSomething isn't workingSomething isn't workingStatus: Open.#515 In Timcai06/EduCanvas;fix: 三个附件类 422 错误码未进客户端文案映射，统一退化为「AI暂时无法连接」并引导无限重试
bugSomething isn't workingSomething isn't workingStatus: Open.#514 In Timcai06/EduCanvas;fix: Provider 400 一律降级为不可重试的 invalid_response，线上诊断为零
bugSomething isn't workingSomething isn't workingStatus: Open.#513 In Timcai06/EduCanvas;fix: 深度研究在模型零工具调用时丢弃整份报告，用户只看到一句「材料不足」
bugSomething isn't workingSomething isn't workingStatus: Open.#512 In Timcai06/EduCanvas;fix: 笔记/Markdown 产物编辑态高度塌陷——编辑器只剩约 2 行，面板大面积留白
bugSomething isn't workingSomething isn't workingStatus: Open.#511 In Timcai06/EduCanvas;fix: output_limit 的可重试性在 chat 路径与 structured 路径判定相反
bugSomething isn't workingSomething isn't workingStatus: Open.#510 In Timcai06/EduCanvas;fix: structured 产物输出上限默认 8192，跨多章长产物必然截断且无分块策略
bugSomething isn't workingSomething isn't workingStatus: Open.#509 In Timcai06/EduCanvas;fix: 产物生成 model_output_limit 是确定性终态失败，UI 却提示「可稍后重试」
bugSomething isn't workingSomething isn't workingStatus: Open.#508 In Timcai06/EduCanvas;fix: web_app 产物启动失败——web-runtime 服务未集成到开发启动流程 + 模型输出受限
bugSomething isn't workingSomething isn't workingStatus: Open.#489 In Timcai06/EduCanvas;