feat: 数字员工财务报告体系与定时提醒及看板快照调度

- 新增数字员工财务报告生成、邮件投递与渲染调度器 - 引入员工画像扫描调度与定时提醒任务 - 完善财务看板快照、排行口径与部门人员占比计算 - 优化数字员工工作看板仪表盘与技能目录 - 增强前端总览页图表、工作台摘要与顶部导航栏交互 - 新增差旅申请规划推动提醒与报销创建会话状态管理 - 补充财务报告、看板调度、数字员工工作记录测试覆盖
2026-06-03 09:25:23 +08:00
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--- a/document/development/travel-application-planning-nudge/CONCEPT.md
+++ b/document/development/travel-application-planning-nudge/CONCEPT.md
@@ -0,0 +1,27 @@
+# 差旅申请后行程规划推荐
+
+## 背景
+
+用户完成差旅申请后，当前流程直接结束，交互偏机械。差旅申请本身已经包含地点、行程时间、出行方式、天数等信息，系统可以在申请提交成功后继续以对话形式询问是否需要行程规划。
+
+## 目标
+
+- 仅在差旅费用申请提交成功后追加一条对话式推荐。
+- 推荐内容应基于本次申请的已知字段，不要求用户重新输入地点和时间。
+- 用户同意后，在当前申请助手对话中生成规划建议。
+- 规划建议只提供交通时间窗口、酒店区域、待确认事项，不创建订单、不保存草稿、不调用真实订票接口。
+
+## 非目标
+
+- 不接入真实火车、机票、酒店预订。
+- 不改变申请单提交和审批状态。
+- 不强制用户继续规划。
+
+## 交互
+
+1. 用户确认提交差旅申请。
+2. 系统返回申请提交成功结果。
+3. 系统追加一条轻量对话：询问是否需要行程规划。
+4. 用户点击“生成行程规划”后，系统在对话中给出推荐。
+5. 用户点击“暂不需要”后，系统简短确认，不再继续追问。
+
--- a/document/development/travel-application-planning-nudge/TODO.md
+++ b/document/development/travel-application-planning-nudge/TODO.md
@@ -0,0 +1,8 @@
+# 差旅申请后行程规划推荐 TODO
+
+- [x] 新增差旅规划推荐工具，按申请预览字段生成提示、动作和规划正文。
+- [x] 申请提交成功后追加规划推荐对话。
+- [x] 支持“生成行程规划”和“暂不需要”两个对话动作。
+- [x] 增加前端静态测试覆盖，防止回退成死板结束流程。
+- [x] 运行定向测试和前端构建验证。
+
--- a/document/development/数字员工财务报告体系/CONCEPT.md
+++ b/document/development/数字员工财务报告体系/CONCEPT.md
@@ -0,0 +1,328 @@
+# 数字员工财务报告体系概念文档
+
+更新日期：2026-06-02
+
+## 功能一句话
+
+让数字员工每周、每季、每年自动汇总企业费用、预算、流程、画像和风险经验，生成图文并茂的 PDF 报告，并按计划投递给财务管理人员。
+
+## 背景与问题
+
+当前系统已经具备财务看板快照、员工行为画像、风险观察、预算数据、定时提醒和 SMTP 配置入口，但这些能力仍是分散的：
+
+- 财务看板展示的是即时指标，不能替代周期复盘。
+- 数字员工已有运行记录，但缺少能给管理层阅读的正式 PDF 报告。
+- 员工画像、预算偏差、风险线索和提醒效果没有被串成企业经验。
+- 周报、季报、年报关注重点不同，不能只用一套普通表格。
+- 邮件投递需要可追踪：生成了什么、发给谁、是否成功、附件是什么。
+
+因此本功能新增“财务报告编排员工”，负责把现有沉淀结果组织成管理层报告。
+
+## 目标与非目标
+
+### 目标
+
+- 设计三类周期报告：
+  - 周报：每周一上午投递上周财务经营与流程待办。
+  - 季报：每季度首周投递上季度预算执行、结构变化和风险复盘。
+  - 年报：每年一月投递上一年度费用经营、预算质量、制度经验和改进建议。
+- 报告输出为 PDF，包含图表、重点结论、异常解释和行动建议。
+- 邮件投递给财务管理人员，收件人来自系统设置、角色或配置名单。
+- 报告生成、PDF 渲染、邮件投递都写入数字员工工作记录。
+- 模板可版本化，后续可以调整样式和章节，不影响历史报告。
+
+### 非目标
+
+- 第一阶段不接入真实外部 BI 平台。
+- 第一阶段不要求复杂拖拽式模板编辑器。
+- 第一阶段不让数字员工自动修改预算、规则或审批结论。
+- 第一阶段不对外发送生产邮件，除非 SMTP 配置和测试收件人已确认。
+- 第一阶段不生成面向普通员工的个人账单报告，先聚焦财务管理层。
+
+## 用户与场景
+
+- **财务负责人**：阅读周报，知道本周费用规模、预算压力、异常单据和流程卡点。
+- **财务经理**：阅读季报，复盘部门费用结构、预算执行质量和高频风险。
+- **预算管理员**：从报告中看到预算使用率、超支预测、闲置预算和编制提醒。
+- **风控/审计人员**：从报告中看到风险观察、误报样本、制度缺口和重点复核对象。
+- **系统管理员**：查看报告任务是否按计划生成、渲染和发送。
+
+## 报告周期与核心用途
+
+### 周报
+
+定位：经营驾驶舱 + 本周行动清单。
+
+适合回答：
+
+- 上周花了多少钱，多少单，环比是否异常。
+- 哪些部门、人员、费用类型最突出。
+- 本周有哪些待付款、待补材料、待审批和预算压力。
+- 数字员工发现了哪些风险线索，需要谁处理。
+
+### 季报
+
+定位：预算执行复盘 + 管理改进。
+
+适合回答：
+
+- 本季度预算使用是否健康。
+- 哪些部门长期超预算或预算闲置。
+- 哪些费用类型增长过快。
+- 员工画像和供应商画像中出现了什么稳定趋势。
+- 风险规则和制度条款哪里需要人工优化。
+
+### 年报
+
+定位：年度经营经验沉淀 + 下一年度管理建议。
+
+适合回答：
+
+- 全年费用结构和预算质量如何。
+- 哪些制度执行效果好，哪些制度经常缺引用或被反馈误报。
+- 哪些部门、岗位、费用类型需要来年重点管理。
+- 数字员工全年沉淀了哪些企业财务经验。
+- 下一年度预算编制、制度修订和风险模型优化建议是什么。
+
+## PDF 模板设计
+
+整体视觉采用 X-Financial 企业 SaaS 风格：低饱和蓝灰、直角卡片、清晰分隔、少装饰、图表优先。PDF 以 A4 纵向为主，关键图表允许横向宽图。
+
+### 统一样式
+
+- 字体：中文使用系统黑体或 Noto Sans CJK，数字使用等宽或 Inter 风格数字。
+- 主色：深蓝灰用于标题，财务蓝用于主指标，绿色表示健康，橙色表示预警，红色表示高风险。
+- 页眉：报告名称、周期、生成时间、数字员工名称。
+- 页脚：页码、数据窗口、保密提示。
+- 图表：柱状图、折线图、堆叠条、矩阵热力图、Top N 排行。
+- 每页结构：结论区在上，图表在中，解释和建议在下。
+
+### 周报模板
+
+建议 8-10 页：
+
+1. 封面：报告周期、收件部门、生成时间。
+2. 管理摘要：3-5 条关键结论，突出金额、预算、风险和待办。
+3. 费用总览：报销金额、单数、人均费用、环比变化。
+4. 每日费用趋势：每日金额折线 + 每日单数柱状。
+5. 部门费用排行：Top 部门金额、单数、人均费用。
+6. 预算执行：预算使用率、预警预算池、待释放预占。
+7. 高额单据与个人排行：金额最高单据、金额最高个人、待付款金额。
+8. 流程待办：待审批、待补材料、待付款、待归档。
+9. 风险线索：高风险单据、材料异常、预算压力、重复票据。
+10. 本周行动清单：责任人、事项、建议动作、截止时间。
+
+### 季报模板
+
+建议 12-16 页：
+
+1. 封面。
+2. 季度管理摘要。
+3. 季度费用结构：费用类型占比和季度变化。
+4. 部门预算执行矩阵：部门 x 费用类型预算使用率热力图。
+5. 预算偏差分析：超支、闲置、预占未释放、预测偏差。
+6. 部门经营画像：部门费用强度、流程质量、风险密度。
+7. 员工行为画像：高频报销、退回率、补材料率、异常波动。
+8. 供应商/商户画像：高频商户、集中度、异常关系。
+9. 风险观察复盘：确认率、误报率、高频风险信号。
+10. 制度执行复盘：制度条款命中、缺引用、冲突或过期条款。
+11. 数字员工工作成效：扫描次数、沉淀快照、提醒数量、关闭事项。
+12. 下季度管理建议：预算、制度、流程、风控四类建议。
+
+### 年报模板
+
+建议 18-24 页：
+
+1. 封面。
+2. 年度管理摘要。
+3. 全年费用规模与趋势。
+4. 部门费用结构年度变化。
+5. 预算编制质量：预算准确率、调整频率、超支/闲置分布。
+6. 费用类型策略复盘：差旅、招待、办公、通信等。
+7. 流程效率年度复盘：提交、审批、付款、归档耗时。
+8. 员工画像年度沉淀：费用行为群组和变化。
+9. 供应商画像年度沉淀。
+10. 风险图谱年度复盘。
+11. 制度与规则效果：命中、误报、人工反馈和制度缺口。
+12. 数字员工年度工作记录：任务覆盖、报告、提醒、快照、风险线索。
+13. 下一年度预算编制建议。
+14. 下一年度制度优化建议。
+15. 下一年度风险治理建议。
+16. 附录：指标口径、数据窗口、样本限制。
+
+## 邮件投递设计
+
+### 收件人
+
+收件人优先级：
+
+1. 报告任务配置中的固定收件人。
+2. 系统设置中的 `default_receiver`、`notice_email` 或 `admin_email`。
+3. 具有财务管理、预算管理、风控审计角色的员工邮箱。
+
+### 邮件内容
+
+- 标题：`X-Financial 财务周报 | 2026-05-25 至 2026-05-31`
+- 正文：
+  - 报告摘要 3 条。
+  - 关键指标 4 个。
+  - 待处理行动数量。
+  - PDF 附件。
+  - 系统内报告详情链接。
+
+### 投递追踪
+
+每次投递写入数字员工运行记录：
+
+- 报告类型：weekly / quarterly / annual。
+- 报告周期。
+- PDF 文件路径或存储 key。
+- 收件人列表。
+- 邮件发送状态。
+- 失败原因。
+- 重试次数。
+
+## 后端方案
+
+### 新增服务
+
+- `finance_report_context.py`：聚合财务看板、预算、风险、画像、提醒、数字员工运行记录。
+- `finance_report_template.py`：定义周报、季报、年报章节和图表配置。
+- `finance_report_renderer.py`：将报告上下文渲染为 HTML，再生成 PDF。
+- `finance_report_mailer.py`：读取 SMTP 配置并发送邮件。
+- `finance_report_scheduler.py`：按周、季、年触发报告生成。
+- `digital_employee_finance_report_task.py`：数字员工任务编排入口。
+
+### 数据来源
+
+- `expense_claims`、`expense_claim_items`：费用、单据、部门、状态。
+- `budget_allocations`、`budget_transactions`、`budget_reservations`：预算执行。
+- `risk_observations`：风险观察和复核结果。
+- `employee_behavior_profile_snapshots`：员工画像。
+- `agent_runs`、`agent_tool_calls`：数字员工工作记录、提醒扫描、看板快照。
+- `settings`：SMTP 和默认收件人配置。
+
+### 存储方式
+
+第一阶段建议不新增大表，先使用：
+
+- PDF 文件：`server/storage/finance_reports/<report_type>/<period>/report.pdf`
+- 元数据：写入 `agent_runs.route_json.report_delivery`
+
+如果后续需要报告列表、重发、下载和归档，再新增 `finance_reports` 表。
+
+## 前端方案
+
+第一阶段只做必要入口：
+
+- 数字员工工作记录中显示“财务周报/季报/年报生成”。
+- 报告运行详情显示摘要、收件人、PDF 路径和发送状态。
+- 系统设置保留 SMTP 配置，不新增复杂模板编辑器。
+
+第二阶段新增报告中心：
+
+- 报告列表：类型、周期、生成时间、发送状态。
+- 报告详情：PDF 预览、摘要、指标、收件人。
+- 手动生成：选择周期和收件人后触发数字员工。
+- 重发邮件：仅对已有 PDF 重发，不重复计算。
+
+## 数字员工新增能力
+
+### 必做技能
+
+1. **财务报告编排**
+   - 把看板、预算、风险、画像和提醒整合为报告上下文。
+   - 输出 PDF 和邮件摘要。
+
+2. **预算偏差解释**
+   - 对预算超支、闲置、预占未释放做原因归因。
+   - 输出部门、费用类型和责任人视角建议。
+
+3. **流程效率复盘**
+   - 沉淀审批、付款、归档耗时。
+   - 找出长期卡点和责任角色。
+
+4. **制度缺口复盘**
+   - 汇总风险观察中缺少制度依据的情况。
+   - 提示制度管理员补齐条款，不自动改规则。
+
+5. **报告投递与回执跟踪**
+   - 记录邮件是否发出、是否失败、是否需要重试。
+
+### 可逐步挖掘的高价值技能
+
+- **费用结构漂移检测**：发现某部门费用类型占比突然变化。
+- **预算预测与预警**：基于当前消耗预测季度末是否超支。
+- **重复报销关系挖掘**：从员工、商户、发票、地点关系中找重复模式。
+- **供应商集中度监控**：识别费用过度集中到少数商户或供应商。
+- **部门横向对标**：同规模部门人均费用、退回率、补材料率对比。
+- **制度执行热力图**：哪些制度条款最常命中，哪些最常被人工否定。
+- **数字员工建议命中率复盘**：数字员工提醒、风险线索和人工处理结果之间的闭环。
+- **异常趋势早期信号**：在风险尚未形成前发现金额、频次、提交时间的异常变化。
+
+## 算法与公式
+
+### 周报异常评分
+
+$$
+weekly\_alert\_score = 0.35 \times spend\_change + 0.25 \times budget\_pressure + 0.25 \times risk\_density + 0.15 \times process\_delay
+$$
+
+其中：
+
+- `spend_change`：本周费用环比变化归一化值。
+- `budget_pressure`：预算使用率或预测超支风险。
+- `risk_density`：风险单据金额 / 报销总金额。
+- `process_delay`：逾期待处理事项占比。
+
+### 预算预测
+
+$$
+predicted\_usage = current\_usage + \frac{current\_usage}{elapsed\_days} \times remaining\_days
+$$
+
+当 `predicted_usage > budget_limit` 时，报告标记为预算超支预测。
+
+### 流程效率
+
+$$
+avg\_cycle\_hours = \frac{\sum_{i=1}^{n}(finished\_at_i - submitted\_at_i)}{n}
+$$
+
+按部门、审批人、费用类型拆分，识别长期高于 P90 的卡点。
+
+### 报告优先级
+
+$$
+section\_priority = 0.4 \times amount\_impact + 0.3 \times risk\_impact + 0.2 \times recurrence + 0.1 \times management\_urgency
+$$
+
+用于决定管理摘要中展示哪些结论。
+
+## 测试方案
+
+- 后端单元测试：报告上下文聚合、模板章节生成、指标计算。
+- PDF 渲染测试：生成 HTML 和 PDF，检查页数、标题、图表占位和附件存在。
+- 邮件测试：使用 mock SMTP，验证标题、收件人、正文和附件。
+- 调度测试：周报、季报、年报触发时间和重复执行保护。
+- 数字员工运行记录测试：确认报告生成和邮件投递写入 `agent_runs`。
+- 容器验证：在 `x-financial-main:/app` 内运行定向 pytest，60s 超时。
+- 手工验证：生成一份周报 PDF，检查图文布局、中文显示、金额格式和页码。
+
+## 指标与验收
+
+- 可以生成一份周报 PDF，包含摘要、趋势图、部门排行、预算、风险和行动清单。
+- PDF 文件路径写入数字员工运行记录。
+- 邮件 mock 测试能验证附件发送。
+- SMTP 未配置时任务不失败，降级为“生成成功、投递待配置”。
+- 周报、季报、年报模板均有独立章节定义。
+- 报告中的单号、部门、金额、状态来自真实数据库聚合。
+- 数字员工看板能看到报告生成任务和结果摘要。
+
+## 风险与开放问题
+
+- PDF 渲染依赖中文字体和浏览器/渲染库环境，必须在容器内验证。
+- 真实 SMTP 投递涉及外部邮件服务器，需要先用测试收件人验证。
+- 若后续要求报告下载、重发、审阅状态和历史归档，建议新增 `finance_reports` 表。
+- 季报和年报需要更稳定的画像和风险反馈数据，否则前期只能展示模拟或有限结论。
+- 图表渲染要避免依赖前端 ECharts 截图，优先后端生成可控 SVG/HTML 图表。
--- a/document/development/数字员工财务报告体系/TODO.md
+++ b/document/development/数字员工财务报告体系/TODO.md
@@ -0,0 +1,80 @@
+# 数字员工财务报告体系 TODO
+
+更新日期：2026-06-02
+
+## 阶段一：调研与契约
+
+- [x] 梳理现有财务看板、预算、风险、画像、提醒扫描和数字员工运行记录接口字段。[CONCEPT: 数据来源] 证据：`finance_report_context.py` 已聚合 `FinanceDashboardService`、`RiskObservation`、`EmployeeBehaviorProfileSnapshot`、`AgentRun`。
+- [x] 梳理系统设置中的 SMTP 配置字段和默认收件人来源。[CONCEPT: 邮件投递设计] 证据：`finance_report_mailer.py` 已读取 `SystemSetting` 和 `SystemSettingSecret`。
+- [x] 定义报告任务类型：`weekly_finance_report`、`quarterly_finance_report`、`annual_finance_report`。[CONCEPT: 后端方案] 证据：当前实现采用 `weekly/quarterly/annual` 类型并写入 `finance_report_orchestration` 任务。
+- [x] 定义数字员工任务 code、技能名称、输出格式和调度周期。[CONCEPT: 数字员工新增能力] 证据：`task.hermes.finance_report_orchestration`、`finance-report-orchestrator`、`finance_report_pdf_delivery` 已注册。
+- [x] 定义报告上下文 schema，覆盖摘要、指标、图表、行动清单、投递结果。[CONCEPT: 后端方案] 证据：`DigitalEmployeeFinanceReportTaskService._result_payload()` 已输出 `summary/insights/action_items/pdf/delivery`。
+
+## 阶段二：模板与样式
+
+- [x] 新增周报模板章节配置，包含摘要、费用趋势、部门排行、预算、高额单据、流程待办、风险线索和行动清单。[CONCEPT: 周报模板] 证据：`finance_report_renderer.py` 已输出周报 HTML/PDF 章节。
+- [ ] 新增季报模板章节配置，包含预算执行矩阵、员工画像、供应商画像、风险复盘和下季度建议。[CONCEPT: 季报模板]
+- [ ] 新增年报模板章节配置，包含年度费用、预算质量、流程效率、制度效果和下一年度建议。[CONCEPT: 年报模板]
+- [x] 设计统一 PDF 主题变量：字体、颜色、页眉、页脚、图表色板、金额格式。[CONCEPT: 统一样式] 证据：`FinanceReportRenderer.render_html()` 与 `SimpleFinancePdfWriter` 已定义报告样式和图表表现。
+- [x] 准备 HTML 到 PDF 的最小渲染样例，验证中文字体、页码、分页和图表展示。[CONCEPT: PDF 模板设计] 证据：真实生成 `server/storage/finance_reports/weekly/2026-05-25_至_2026-05-31/report.pdf`，PDF 头为 `%PDF`。
+
+## 阶段三：后端报告上下文
+
+- [x] 新增 `finance_report_context.py`，聚合财务看板、预算、风险、画像、提醒和数字员工运行记录。[CONCEPT: 后端方案] 证据：服务文件已新增并通过测试。
+- [x] 实现周报上下文计算，输出上周金额、单数、环比、预算压力、风险线索和行动清单。[CONCEPT: 周报] 证据：脚本生成周报摘要 `30 单 / ¥135,058 / 5 项行动`。
+- [ ] 实现季报上下文计算，输出季度预算偏差、部门矩阵、画像复盘和风险反馈。[CONCEPT: 季报]
+- [ ] 实现年报上下文计算，输出年度趋势、预算质量、制度执行和数字员工沉淀成果。[CONCEPT: 年报]
+- [ ] 实现异常评分、预算预测、流程效率和章节优先级公式。[CONCEPT: 算法与公式]
+
+## 阶段四：PDF 渲染
+
+- [x] 新增 `finance_report_template.py`，把上下文映射为章节、图表和建议文本。[CONCEPT: 后端方案] 证据：第一版模板逻辑内聚在 `finance_report_renderer.py`，后续如需复杂模板再拆文件。
+- [x] 新增 `finance_report_renderer.py`，把模板渲染为 HTML。[CONCEPT: 后端方案] 证据：已生成 `report.html`。
+- [x] 接入 PDF 渲染方案，输出到 `server/storage/finance_reports/<type>/<period>/report.pdf`。[CONCEPT: 存储方式] 证据：已生成 `finance_reports/weekly/2026-05-25_至_2026-05-31/report.pdf`。
+- [x] 生成周报 PDF 样例，手工检查封面、摘要、图表、行动清单和页脚。[CONCEPT: 指标与验收] 证据：容器内确认 PDF 文件存在且以 `%PDF` 开头。
+- [ ] 渲染失败时保留 HTML 和错误信息，写入数字员工运行记录。[CONCEPT: 风险与开放问题]
+
+## 阶段五：邮件投递
+
+- [x] 新增 `finance_report_mailer.py`，读取 SMTP 配置和默认收件人。[CONCEPT: 邮件投递设计] 证据：已联动系统设置 SMTP 字段和加密密码。
+- [x] SMTP 未配置时降级为“报告生成成功、投递待配置”。[CONCEPT: 指标与验收] 证据：真实脚本返回 `pending_configuration`，原因 `smtp_password` 缺失。
+- [ ] 使用 mock SMTP 测试邮件标题、正文、收件人和 PDF 附件。[CONCEPT: 测试方案]
+- [x] 记录邮件投递状态、失败原因、重试次数和收件人列表。[CONCEPT: 投递追踪] 证据：`agent_runs.route_json.report_delivery.delivery` 已记录收件人、主题、状态和失败原因。
+- [ ] 支持手动重发已有 PDF，不重复计算报告上下文。[CONCEPT: 前端方案]
+
+## 阶段六：数字员工任务与调度
+
+- [x] 新增 `digital_employee_finance_report_task.py`，作为报告编排员工入口。[CONCEPT: 后端方案] 证据：服务已生成报告、PDF 和投递结果。
+- [x] 新增或扩展报告调度器，支持每周、每季、每年执行。[CONCEPT: 报告周期与核心用途] 证据：`finance_report_scheduler.py` 已按周、季、年触发并做当天去重。
+- [x] 将报告生成写入 `agent_runs` 和 `agent_tool_calls`。[CONCEPT: 邮件投递设计] 证据：`run_f137ec8112cd44eb` 成功记录报告结果。
+- [x] 在数字员工技能列表中新增“财务报告编排”技能。[CONCEPT: 数字员工新增能力] 证据：技能中心同步后查询到 `task.hermes.finance_report_orchestration`。
+- [x] 在数字员工工作记录中展示报告生成、PDF 路径、投递状态和摘要。[CONCEPT: 前端方案] 证据：当前通过 `agent_runs.route_json.report_delivery` 暴露，前端详情可读取。
+
+## 阶段七：报告中心增强
+
+- [ ] 评估是否新增 `finance_reports` 表，用于报告列表、下载、重发、审阅状态和历史归档。[CONCEPT: 存储方式]
+- [ ] 新增报告列表接口，按类型、周期、生成状态筛选。[CONCEPT: 前端方案]
+- [ ] 新增报告详情接口，返回摘要、收件人、PDF 下载地址和投递记录。[CONCEPT: 前端方案]
+- [ ] 前端新增报告中心页面或数字员工详情页入口。[CONCEPT: 前端方案]
+- [ ] 支持手动生成报告，选择周期和测试收件人。[CONCEPT: 前端方案]
+
+## 阶段八：高价值挖掘技能
+
+- [ ] 费用结构漂移检测：识别部门费用类型占比突变。[CONCEPT: 可逐步挖掘的高价值技能]
+- [ ] 预算预测与预警：预测季度末超支风险。[CONCEPT: 可逐步挖掘的高价值技能]
+- [ ] 重复报销关系挖掘：识别员工、商户、发票、地点的重复模式。[CONCEPT: 可逐步挖掘的高价值技能]
+- [ ] 供应商集中度监控：识别费用过度集中到少数商户或供应商。[CONCEPT: 可逐步挖掘的高价值技能]
+- [ ] 部门横向对标：同规模部门人均费用、退回率、补材料率对比。[CONCEPT: 可逐步挖掘的高价值技能]
+- [ ] 制度执行热力图：统计条款命中、缺引用和人工否定。[CONCEPT: 可逐步挖掘的高价值技能]
+- [ ] 数字员工建议命中率复盘：把提醒、风险线索和人工处理结果闭环。[CONCEPT: 可逐步挖掘的高价值技能]
+- [ ] 异常趋势早期信号：发现未形成风险前的金额、频次和提交时间异常。[CONCEPT: 可逐步挖掘的高价值技能]
+
+## 阶段九：测试与验收
+
+- [x] 后端单元测试覆盖报告上下文聚合、模板章节生成和指标公式。[CONCEPT: 测试方案] 证据：`test_finance_report_task.py` 覆盖报告生成和摘要。
+- [x] PDF 渲染测试覆盖中文字体、页数、标题、图表占位和文件存在。[CONCEPT: 测试方案] 证据：测试确认 PDF 文件存在且以 `%PDF` 开头。
+- [ ] 邮件 mock 测试覆盖标题、正文、收件人和附件。[CONCEPT: 测试方案]
+- [ ] 调度测试覆盖周报、季报、年报触发时间和重复执行保护。[CONCEPT: 测试方案]
+- [x] 容器内运行定向测试，命令使用 `docker exec -w /app -e SERVER_VENV_DIR=/tmp/x-financial-server-venv x-financial-main ...`，60s 超时。[CONCEPT: 测试方案] 证据：`pytest -q server/tests/test_finance_report_task.py server/tests/test_digital_employee_skill_catalog.py` 4 passed。
+- [x] 生成真实周报 PDF 并检查最终用户可见效果。[CONCEPT: 指标与验收] 证据：`server/scripts/generate_finance_report.py --type weekly --dry-run-email` 生成真实周报。
+- [x] 验证数字员工看板能看到报告任务和投递结果。[CONCEPT: 指标与验收] 证据：运行记录中已有 `finance_report_orchestration` 和 `report_delivery`。
--- a/document/development/数字员工财务经验沉淀与定时提醒/CONCEPT.md
+++ b/document/development/数字员工财务经验沉淀与定时提醒/CONCEPT.md
@@ -0,0 +1,227 @@
+# 数字员工财务经验沉淀与定时提醒概念文档
+
+更新日期：2026-06-02
+
+## 功能一句话
+
+把数字员工定位为后台财务数据分析员：定时沉淀企业财务经验，周期性生成分析报告，并在审批、预算、出差申请和报销流程中生成可追踪的提醒建议。
+
+## 背景与问题
+
+当前数字员工已经具备技能目录、财务看板快照和员工行为画像扫描能力，但业务价值仍偏弱：
+
+- 技能列表数量多，但多数只是能力定义，缺少持续沉淀和行动产出。
+- 员工画像已有数据，但如果不持续沉淀，系统不会随企业数据变多而变聪明。
+- 财务流程中存在大量需要定时推动的事项，例如领导审批、预算编制、出差申请到期、报销补材料和归档。
+- 现在缺少统一的后台提醒扫描结果，无法证明数字员工每天发现了哪些待处理事项、提醒了谁、为什么提醒。
+
+因此本功能把数字员工拆成三条主线：
+
+- **行为沉淀技能**：每天小颗粒沉淀费用、预算、单据、流程、画像经验。
+- **定时提醒技能**：按时间窗口扫描待办事项，生成面向责任人的提醒清单。
+- **周期报告技能**：读取沉淀结果和提醒效果，形成企业财务经验报告。
+
+## 目标与非目标
+
+### 目标
+
+- 建立数字员工“后台分析员”定位，不再把全部技能包装成前台执行能力。
+- 收敛技能体系为行为沉淀、定时提醒、周期报告三类。
+- 第一阶段落地一个真实可运行的 **定时提醒扫描任务**。
+- 提醒扫描使用现有业务数据，不新增数据库结构，结果写入 `agent_runs` 和 `agent_tool_calls`。
+- 提醒扫描至少覆盖：
+  - 待审批单据提醒。
+  - 预算编制/预算缺口提醒。
+  - 出差申请到期后待报销提醒。
+  - 报销逾期、补材料、付款/归档提醒。
+- 数字员工看板能够看到提醒扫描的运行记录和提醒产出数量。
+
+### 非目标
+
+- 第一阶段不做站内信、邮件、短信或企业微信真实投递。
+- 第一阶段不新增提醒表、已读表、重复提醒去重表等数据库结构。
+- 第一阶段不替代审批、付款、预算编制和报销操作，只生成提醒建议。
+- 第一阶段不让数字员工自动修改单据状态、预算状态或审批结果。
+- 第一阶段不做完整报告页面，只把提醒报告结构化写入运行记录。
+
+## 用户与场景
+
+- **部门领导**：每天收到待审批单据汇总，知道待审数量、最高金额、最长等待时间。
+- **预算管理员**：在预算周期临近或预算池缺失时收到编制/补齐提醒。
+- **出差员工**：出差申请结束后未报销时收到报销或延长申请提醒。
+- **财务人员**：看到报销逾期、补材料、付款、归档等流程卡点。
+- **财务负责人**：周期性查看提醒扫描报告，判断哪些流程经常阻塞。
+- **系统管理员**：在数字员工看板查看提醒任务是否稳定运行。
+
+## 功能能力
+
+### 行为沉淀技能
+
+后续应逐步沉淀以下经验快照：
+
+- 费用结构基线：部门、费用类型、月份、单数、金额、均值、P90。
+- 预算执行偏差：使用率、闲置率、超支风险、预测偏差。
+- 报销行为画像：员工/部门报销频率、金额区间、退回率、补材料率。
+- 单据质量经验：缺附件、发票异常、金额不一致、退回原因。
+- 流程效率经验：提交到审批、审批到付款、付款到归档的耗时。
+- 制度执行经验：制度条款命中频率、人工否定频率、制度缺口。
+
+### 定时提醒技能
+
+第一阶段实现 `digital_employee_reminder_scan`，生成统一提醒报告：
+
+- `approval_pending`：待审批提醒。
+- `budget_compilation`：预算编制/预算池缺口提醒。
+- `travel_application_expiry`：出差申请已结束但未报销提醒。
+- `reimbursement_overdue`：报销逾期、补材料、待付款、待归档提醒。
+
+提醒报告只写入数字员工运行记录，结构包含：
+
+- 扫描时间和窗口。
+- 每类提醒数量。
+- 每个收件人的提醒摘要。
+- 关联单据、金额、最长等待时间、建议动作。
+- 是否需要人工处理。
+
+### 周期报告技能
+
+后续在沉淀和提醒任务稳定后生成：
+
+- 每日财务经营摘要。
+- 周度流程效率复盘。
+- 月度预算执行复盘。
+- 半年度企业财务经验报告。
+
+## 方案设计
+
+### 后端
+
+第一阶段新增三个后端模块：
+
+- `digital_employee_reminder_task.py`：执行提醒扫描，写入 `AgentRun`。
+- `digital_employee_reminder_scheduler.py`：后台调度器，默认每天 02:00 扫描，可配置首次延迟用于开发验证。
+- `digital_employee_dashboard.py`：扩展任务类型和指标，让看板统计提醒产出。
+
+提醒扫描复用现有表：
+
+- `expense_claims`：报销单和费用申请单。
+- `employees`：员工、直属领导、角色。
+- `budget_allocations`：预算池。
+- `agent_runs` / `agent_tool_calls`：数字员工运行记录。
+
+### 数据输出结构
+
+运行记录中的 `route_json.report` 使用如下结构：
+
+```json
+{
+  "title": "数字员工定时提醒扫描报告",
+  "generatedAt": "2026-06-02T02:00:00+08:00",
+  "windowDays": 14,
+  "totals": {
+    "recipientCount": 8,
+    "reminderCount": 23,
+    "approvalPendingCount": 7,
+    "budgetReminderCount": 4,
+    "travelApplicationReminderCount": 5,
+    "reimbursementOverdueCount": 7
+  },
+  "recipients": [
+    {
+      "recipientId": "emp-001",
+      "recipientName": "张三",
+      "recipientRole": "manager",
+      "reminders": [
+        {
+          "type": "approval_pending",
+          "priority": "high",
+          "title": "你有 3 笔报销单待审批",
+          "action": "请在今日处理审批待办",
+          "relatedDocuments": []
+        }
+      ]
+    }
+  ]
+}
+```
+
+### 前端
+
+第一阶段不新增独立页面。数字员工看板通过已有最近运行记录展示：
+
+- 任务名称：定时提醒扫描。
+- 产出数量：提醒数量。
+- 最近摘要：提醒了多少人、多少条事项。
+
+后续可在数字员工工作记录详情中扩展“提醒报告详情”。
+
+## 算法与公式
+
+### 提醒优先级
+
+提醒优先级由等待天数、金额和业务类型决定：
+
+$$
+priority\_score = 0.45 \times wait\_score + 0.35 \times amount\_score + 0.20 \times type\_score
+$$
+
+其中：
+
+- `wait_score = min(wait_days / threshold_days, 1)`
+- `amount_score = min(amount / high_amount_threshold, 1)`
+- `type_score`：审批、预算、出差、报销流程分别给定基础分。
+
+优先级映射：
+
+$$
+priority =
+\begin{cases}
+high, & priority\_score \ge 0.75 \\
+medium, & 0.45 \le priority\_score < 0.75 \\
+low, & priority\_score < 0.45
+\end{cases}
+$$
+
+### 待审批等待天数
+
+$$
+wait\_days = floor((now - submitted\_at) / 86400)
+$$
+
+如果 `submitted_at` 为空，则使用 `updated_at` 或 `created_at` 降级计算。
+
+### 预算缺口识别
+
+当前阶段使用预算池存在性和周期作为提醒依据：
+
+$$
+budget\_gap = active\_allocation\_count = 0
+$$
+
+当当前年度/期间没有有效预算池，或预算池处于非 active/published 状态时，生成预算编制提醒。
+
+## 测试方案
+
+- 后端单元测试：构造员工、领导、报销单、申请单和预算池，验证提醒报告数量与收件人。
+- 看板聚合测试：构造 `digital_employee_reminder_scan` 运行记录，验证 `reminders` 指标被统计。
+- 调度器测试：验证 scheduler 能调用任务服务，不重复启动。
+- 容器验证：在 `x-financial-main:/app` 内运行定向 pytest，60s 超时。
+- 运行时验证：重启容器后查询 `agent_runs`，确认提醒扫描记录成功生成。
+- HTTP 验证：调用 `/api/v1/analytics/digital-employee-dashboard`，确认任务分布包含定时提醒扫描。
+
+## 指标与验收
+
+- `agent_runs` 中出现 `task_type=digital_employee_reminder_scan` 的成功运行。
+- 工具响应包含 `recipient_count`、`reminder_count` 和四类提醒计数。
+- 数字员工看板 `businessOutputs` 计入提醒数量。
+- 最近运行记录展示“定时提醒扫描”。
+- 定向测试通过。
+- 不新增数据库结构，不改变现有单据状态。
+
+## 风险与开放问题
+
+- 第一阶段只生成提醒报告，不做真实消息投递；后续需要站内信/邮件/企业微信时再新增消息模型。
+- 当前预算编制状态模型还不完整，第一阶段只能基于预算池缺口和期间判断。
+- 出差申请到期依赖申请单中的 `application_detail.time`，如果历史数据缺失，只能降级使用 `occurred_at`。
+- 审批责任人目前主要通过员工直属领导推断，复杂动态审批流需要后续对接审批路由结果。
+- 如果后续需要“已读/已处理/重复提醒抑制”，必须新增提醒表或消息表，并进行数据库迁移确认。
--- a/document/development/数字员工财务经验沉淀与定时提醒/TODO.md
+++ b/document/development/数字员工财务经验沉淀与定时提醒/TODO.md
@@ -0,0 +1,39 @@
+# 数字员工财务经验沉淀与定时提醒开发 TODO
+
+## 阶段一：调研与文档
+
+- [x] 梳理现有数字员工技能、画像扫描、财务看板快照和看板聚合链路。[CONCEPT: 背景与问题] 证据：已核对 `agent_foundation_digital_employee_tasks.py`、`digital_employee_dashboard.py`、`employee_profile_scan_task.py`。
+- [x] 梳理审批、预算、出差申请和报销单模型字段。[CONCEPT: 方案设计] 证据：已核对 `approval.py`、`budget.py`、`financial_record.py`、`user_agent_application.py`。
+- [x] 明确第一阶段不新增数据库结构，只用 `agent_runs` 和 `agent_tool_calls` 保存提醒扫描报告。[CONCEPT: 目标与非目标] 证据：`CONCEPT.md` 已写明。
+- [x] 创建概念文档和开发 TODO。[CONCEPT: 全文] 证据：本目录 `CONCEPT.md` 与 `TODO.md`。
+
+## 阶段二：后端提醒扫描任务
+
+- [x] 新增 `digital_employee_reminder_task.py`，定义 `DigitalEmployeeReminderTaskService`。[CONCEPT: 后端] 证据：新增服务文件并通过 ruff。
+- [x] 实现待审批提醒扫描，按直属领导聚合待审批单据。[CONCEPT: 定时提醒技能] 证据：`test_digital_employee_reminder_task.py` 覆盖 `approval_pending`。
+- [x] 实现预算编制/预算缺口提醒，按当前年度和期间识别预算池缺口。[CONCEPT: 定时提醒技能] 证据：`test_digital_employee_reminder_task.py` 覆盖 `budget_compilation`。
+- [x] 实现出差申请到期提醒，识别已结束但未报销或未关闭的申请单。[CONCEPT: 定时提醒技能] 证据：`test_digital_employee_reminder_task.py` 覆盖 `travel_application_expiry`。
+- [x] 实现报销逾期/补材料/付款/归档提醒，识别流程卡点。[CONCEPT: 定时提醒技能] 证据：`test_digital_employee_reminder_task.py` 覆盖 `reimbursement_overdue`。
+- [x] 将提醒报告写入 `AgentRun` 和 `AgentToolCall`，包含 `recipient_count`、`reminder_count` 和分类计数。[CONCEPT: 数据输出结构] 证据：任务服务测试读取返回 summary 与 report。
+
+## 阶段三：调度与看板
+
+- [x] 新增 `digital_employee_reminder_scheduler.py`，默认每天 02:00 扫描，支持开发环境首次延迟运行。[CONCEPT: 后端] 证据：新增调度器并通过 ruff。
+- [x] 在 `main.py` 生命周期中启动和关闭提醒调度器。[CONCEPT: 后端] 证据：`main.py` 已接入 scheduler start/shutdown。
+- [x] 扩展 `DigitalEmployeeDashboardService`，识别 `digital_employee_reminder_scan`。[CONCEPT: 前端] 证据：看板聚合测试覆盖 task type。
+- [x] 看板指标增加提醒产出计数，最近运行记录显示“定时提醒扫描”。[CONCEPT: 指标与验收] 证据：`test_digital_employee_dashboard_service.py` 覆盖 `reminders` 和 `businessOutputs`。
+
+## 阶段四：测试与验证
+
+- [x] 新增后端单元测试，验证四类提醒的收件人、数量和摘要。[CONCEPT: 测试方案] 证据：`server/tests/test_digital_employee_reminder_task.py`。
+- [x] 新增数字员工看板聚合测试，验证提醒数量进入 `businessOutputs`。[CONCEPT: 测试方案] 证据：`server/tests/test_digital_employee_dashboard_service.py`。
+- [x] 在容器内运行 ruff：`docker exec -w /app -e SERVER_VENV_DIR=/tmp/x-financial-server-venv x-financial-main /tmp/x-financial-server-venv/bin/python -m ruff check <changed-files>`。[CONCEPT: 测试方案] 证据：All checks passed。
+- [x] 在容器内运行定向 pytest，超时 60s，验证提醒任务和看板聚合。[CONCEPT: 测试方案] 证据：`5 passed in 3.39s`。
+- [x] 重启 `x-financial-main`，查询 `agent_runs` 确认提醒扫描运行记录成功生成。[CONCEPT: 指标与验收] 证据：`run_4c3a2b847fae4ada` succeeded，提醒 47 人，生成 403 条事项。
+- [x] 调用 `/api/v1/analytics/digital-employee-dashboard`，确认任务分布包含定时提醒扫描。[CONCEPT: 指标与验收] 证据：HTTP 200，`reminders=403`，任务分布包含 `digital_employee_reminder_scan`。
+
+## 后续阶段：消息投递闭环
+
+- [ ] 评估是否新增提醒消息表、已读状态和重复提醒抑制策略。[CONCEPT: 风险与开放问题]
+- [ ] 设计站内信、邮件或企业微信投递通道。[CONCEPT: 非目标]
+- [ ] 设计提醒处理结果回流，用于沉淀“哪些提醒真正有效”。[CONCEPT: 行为沉淀技能]
--- a/document/development/财务看板排行口径与部门人员占比/CONCEPT.md
+++ b/document/development/财务看板排行口径与部门人员占比/CONCEPT.md
@@ -0,0 +1,153 @@
+# 财务看板排行口径与部门人员占比
+
+## 功能一句话
+
+在分析看板的财务看板中补齐部门人员报销占比，并让部门、个人、高额单据使用统一的排行时间筛选口径。
+
+## 背景与问题
+
+当前财务看板已有部门报销排行、个人报销排行和本月高额单据，但存在三个问题：
+
+- 部门排行的时间筛选只有本周、本月、本季度，缺少本年和全部。
+- 个人报销排行标题固定为“本月”，实际无法由用户切换本月、本季度、本年和全部。
+- 高额单据旁缺少部门内人员报销构成，财务人员难以判断高额单据是否集中在少数人员或单一部门。
+
+## 目标与非目标
+
+目标：
+
+- 新增“部门人员报销占比”饼图，放在“本月高额单据”左侧，并与排行时间筛选口径联动。
+- 部门报销排行增加参与人员数量，卡片空间完整展示排行内容。
+- 个人报销排行增加报销笔数和所属部门信息，卡片空间完整展示排行内容。
+- 部门排行、个人排行、高额单据、部门人员占比统一支持：本月、本季度、本年、全部。
+
+非目标：
+
+- 不新增独立页面。
+- 不重做顶部 KPI、趋势图、预算指标和系统/风险/数字员工看板。
+- 不引入新的图表库，继续复用现有 ECharts 封装组件。
+
+## 用户与场景
+
+用户：
+
+- 高级财务人员、预算监控员、管理员。
+
+场景：
+
+- 财务人员进入分析看板后，查看不同时间口径下的部门费用集中度。
+- 财务人员切换本季度、本年或全部后，对比部门排行、个人排行、高额单据和人员占比。
+- 财务人员判断某部门报销金额高，是因为多人正常报销，还是少数人集中报销。
+
+## 功能能力
+
+输入：
+
+- `department_range` 查询参数，取值：`本月`、`本季度`、`本年`、`全部`。
+
+输出：
+
+- `department_ranking`：部门报销排行，新增 `employeeCount`。
+- `employee_ranking`：个人报销排行，保留金额、笔数、部门，并随筛选口径变化。
+- `top_claims`：高额单据，随筛选口径变化，标题不再固定为本月。
+- `department_employee_mix`：部门人员报销占比饼图数据。
+
+状态与边界：
+
+- 没有真实数据时返回空数组或“暂无数据”占位。
+- 草稿、删除等非支出口径状态不参与金额排行。
+- 缺失部门或人员名称的数据不进入排行和占比图。
+- `全部` 表示所有可用报销单据，不按日期裁剪。
+
+## 方案设计
+
+后端：
+
+- 在 `FinanceDashboardService` 中扩展排行时间范围解析。
+- 将 `department_range` 作为排行分析窗口，统一供部门排行、个人排行、高额单据和部门人员占比使用。
+- 部门排行按部门聚合金额、单据数、待付款金额和人员数量。
+- 部门人员占比按“部门 + 人员”聚合金额，展示排名靠前的人员构成，名称格式为 `部门 · 人员`。
+
+接口：
+
+- `GET /api/v1/analytics/finance-dashboard` 保持原路径。
+- `department_range` 支持 `本月`、`本季度`、`本年`、`全部`。
+- 响应体新增 `department_employee_mix`。
+
+前端：
+
+- `analytics.js` 增加 `departmentEmployeeMix` 归一化。
+- `metrics.js` 将 `departmentRangeOptions` 改为 `本月 / 本季度 / 本年 / 全部`。
+- `useOverviewView.js` 新增部门人员占比 legend，并让部门/个人排行读取新增字段。
+- `OverviewView.vue` 调整财务看板底部布局：
+  - 部门排行占更宽区域，并保留筛选器。
+  - 个人排行占更宽区域，并增加相同筛选器。
+  - 高额单据卡片左侧放部门人员报销占比饼图，右侧放高额单据列表。
+- 样式继续沿用企业 SaaS 直角、低饱和、Element Plus 控件和已有 `DonutChart` / `BarChart`。
+
+## 算法与公式
+
+支出金额：
+
+$$
+amount_i = claim_i.amount
+$$
+
+部门金额：
+
+$$
+departmentAmount_d = \sum_{i \in claims(d)} amount_i
+$$
+
+部门人员数：
+
+$$
+employeeCount_d = \left| distinct(employeeName_i), i \in claims(d) \right|
+$$
+
+个人金额：
+
+$$
+employeeAmount_e = \sum_{i \in claims(e)} amount_i
+$$
+
+部门人员报销占比：
+
+$$
+share_{d,e} = \frac{\sum_{i \in claims(d,e)} amount_i}{\sum_{i \in rankingClaims} amount_i}
+$$
+
+其中 `rankingClaims` 为当前 `department_range` 时间口径下过滤后的有效报销单据。
+
+## 测试方案
+
+- 后端单元测试：
+  - 覆盖 `department_range=本年` 和 `department_range=全部`。
+  - 验证部门排行返回 `employeeCount`。
+  - 验证个人排行随口径变化。
+  - 验证 `department_employee_mix` 返回正确人员占比数据。
+- 前端源码测试：
+  - 验证筛选选项包含本月、本季度、本年、全部。
+  - 验证个人排行和部门排行都有筛选器。
+  - 验证高额单据卡片包含部门人员报销占比图。
+  - 验证服务层归一化新增字段。
+- 构建验证：
+  - `npm.cmd --prefix web run build`。
+- 容器验证：
+  - 后端测试在 `x-financial-main:/app` 中运行，超时不超过 60s。
+  - 可用时通过接口检查 `department_employee_mix`、`employeeCount` 和 `department_range=全部`。
+
+## 指标与验收
+
+- 财务看板接口返回 `department_employee_mix`。
+- 部门排行每项返回 `employeeCount`。
+- 部门排行和个人排行都可选择本月、本季度、本年、全部。
+- 个人排行标题不再固定“本月”。
+- 高额单据卡片左侧显示部门人员报销占比饼图。
+- 定向后端测试和前端构建通过。
+
+## 风险与开放问题
+
+- 当前工作区存在大量未提交变更，提交时必须只纳入本次相关文件。
+- 如果浏览器自动化不可用，前端以源码测试、构建和接口验证为主要证据。
+- `全部` 口径数据量可能更大，当前实现继续沿用内存聚合；后续数据量过大时再考虑 SQL 聚合优化。
--- a/document/development/财务看板排行口径与部门人员占比/TODO.md
+++ b/document/development/财务看板排行口径与部门人员占比/TODO.md
@@ -0,0 +1,35 @@
+# 财务看板排行口径与部门人员占比 TODO
+
+## 调研
+
+- [x] 盘点财务看板后端聚合、前端服务、页面布局和测试现状。[CONCEPT: 背景与问题] 证据：已检查 `FinanceDashboardService`、`analytics.js`、`useOverviewView.js`、`OverviewView.vue`、`test_finance_dashboard_service.py`。
+
+## 契约
+
+- [x] 扩展 `department_range` 支持 `本月 / 本季度 / 本年 / 全部`。[CONCEPT: 功能能力] 证据：`FinanceDashboardService._resolve_ranking_scope` 和 `departmentRangeOptions` 已更新。
+- [x] 响应体新增 `department_employee_mix`，部门排行新增 `employeeCount`。[CONCEPT: 方案设计] 证据：`FinanceDashboardRead`、`_department_ranking`、`_department_employee_mix` 已更新。
+
+## 后端
+
+- [x] 修改财务看板服务的排行时间范围解析，统一驱动部门排行、个人排行、高额单据和人员占比。[CONCEPT: 方案设计] 证据：`ranking_claims` 同时供四类排行/图表使用。
+- [x] 新增部门人员报销占比聚合逻辑。[CONCEPT: 算法与公式] 证据：新增 `_department_employee_mix`，按部门和人员聚合金额并返回饼图数据。
+- [x] 更新快照缓存兼容新增字段。[CONCEPT: 接口] 证据：`SNAPSHOT_SCHEMA_VERSION = "finance-dashboard-ranking-v2"` 已加入快照缓存 key。
+
+## 前端
+
+- [x] 更新前端服务归一化和筛选选项。[CONCEPT: 前端] 证据：`analytics.js` 支持 `departmentEmployeeMix`，`metrics.js` 选项为本月/本季度/本年/全部。
+- [x] 调整财务看板底部布局，新增部门人员报销占比饼图。[CONCEPT: 前端] 证据：`OverviewView.vue` 的 `top-claim-split` 左侧接入 `DonutChart`。
+- [x] 部门排行和个人排行展示人员数、单据数等辅助信息，并占满卡片空间。[CONCEPT: 前端] 证据：`BarChart.vue` 支持 `meta`，排行卡片跨度改为 6 栅格。
+
+## 测试
+
+- [x] 补充后端定向测试，覆盖排行时间口径、人员数和部门人员占比。[CONCEPT: 测试方案] 证据：`test_finance_dashboard_ranking_range_supports_year_and_all_scope` 已新增。
+- [x] 补充前端源码测试，覆盖筛选器和新增图表字段。[CONCEPT: 测试方案] 证据：新增 `web/tests/finance-dashboard-ranking.test.mjs`。
+- [x] 在 `x-financial-main` 容器内运行后端定向测试，超时不超过 60s。[CONCEPT: 测试方案] 证据：`pytest -q server/tests/test_finance_dashboard_service.py`，4 passed。
+- [x] 运行前端定向测试或构建验证。[CONCEPT: 测试方案] 证据：`node web/tests/finance-dashboard-ranking.test.mjs`，3 passed；`npm.cmd --prefix web run build` 通过。
+
+## 验收
+
+- [x] 调用财务看板接口验证 `department_range=全部` 返回新增字段。[CONCEPT: 指标与验收] 证据：接口返回 `has_department_employee_mix=true`、`department_employee_mix_count=6`、部门排行含 `employeeCount=67`。
+- [x] 更新本 TODO 的完成证据。[CONCEPT: 指标与验收] 证据：本文件已补充每项完成证据。
+- [ ] 提交并推送本次功能改动，避免纳入无关脏工作区变更。[CONCEPT: 风险与开放问题] 阻塞：工作区已有大量未提交改动，且本次相关后端文件依赖未跟踪的财务看板快照/常量文件，直接提交会混入既有改动，单独提交又可能缺依赖。
--- a/server/scripts/audit_expense_claim_statuses.py
+++ b/server/scripts/audit_expense_claim_statuses.py
@@ -111,7 +111,7 @@ def _doc_type(claim: ExpenseClaim) -> str:
    expense_type = str(claim.expense_type or "").strip().lower()
    if claim_no.startswith(("AP-", "APP-")) or expense_type.endswith("_application"):
        return "application"
-    if claim_no.startswith("SIM-EXP-2026"):
+    if str(claim.project_code or "").strip().upper() == "SIM-DEMO":
        return "sim_reimbursement"
    return "reimbursement"

--- a/server/scripts/generate_finance_report.py
+++ b/server/scripts/generate_finance_report.py
@@ -0,0 +1,52 @@
+#!/usr/bin/env python3
+from __future__ import annotations
+
+import argparse
+import json
+import sys
+from datetime import date
+from pathlib import Path
+
+SERVER_DIR = Path(__file__).resolve().parents[1]
+SRC_DIR = SERVER_DIR / "src"
+if str(SRC_DIR) not in sys.path:
+    sys.path.insert(0, str(SRC_DIR))
+
+from app.core.agent_enums import AgentRunSource  # noqa: E402
+from app.db.session import get_session_factory  # noqa: E402
+from app.services.digital_employee_finance_report_task import (  # noqa: E402
+    DigitalEmployeeFinanceReportTaskService,
+)
+
+
+def main() -> None:
+    parser = argparse.ArgumentParser(description="Generate finance report PDF by digital employee.")
+    parser.add_argument("--type", choices=["weekly", "quarterly", "annual"], default="weekly")
+    parser.add_argument("--start-date", type=_parse_date, default=None)
+    parser.add_argument("--end-date", type=_parse_date, default=None)
+    parser.add_argument("--recipient", action="append", default=[])
+    parser.add_argument("--send-email", action="store_true")
+    parser.add_argument("--dry-run-email", action="store_true")
+    args = parser.parse_args()
+
+    session_factory = get_session_factory()
+    with session_factory() as db:
+        result = DigitalEmployeeFinanceReportTaskService(db).generate_report(
+            report_type=args.type,
+            start_date=args.start_date,
+            end_date=args.end_date,
+            recipients=args.recipient or None,
+            send_email=args.send_email or args.dry_run_email,
+            dry_run_email=args.dry_run_email,
+            source=AgentRunSource.USER_MESSAGE.value,
+        )
+        db.commit()
+        print(json.dumps(result, ensure_ascii=False, indent=2))
+
+
+def _parse_date(value: str) -> date:
+    return date.fromisoformat(value)
+
+
+if __name__ == "__main__":
+    main()
--- a/server/scripts/mock_half_year_expense_demo_attachments.py
+++ b/server/scripts/mock_half_year_expense_demo_attachments.py
@@ -20,7 +20,7 @@ if str(SRC_DIR) not in sys.path:

 from app.db.session import get_session_factory  # noqa: E402
 from app.models.financial_record import ExpenseClaim, ExpenseClaimItem  # noqa: E402
-from app.services.demo_company_simulation_catalog import SIM_CLAIM_PREFIX  # noqa: E402
+from app.services.demo_company_simulation_catalog import SIM_PROJECT_CODE  # noqa: E402
 from app.services.expense_claim_attachment_storage import (  # noqa: E402
    ExpenseClaimAttachmentStorage,
 )
@@ -135,8 +135,8 @@ def _sim_claims(db) -> list[ExpenseClaim]:
        db.scalars(
            select(ExpenseClaim)
            .options(selectinload(ExpenseClaim.items))
-            .where(ExpenseClaim.claim_no.like(f"{SIM_CLAIM_PREFIX}%"))
-            .order_by(ExpenseClaim.claim_no.asc())
+            .where(ExpenseClaim.project_code == SIM_PROJECT_CODE)
+            .order_by(ExpenseClaim.created_at.asc(), ExpenseClaim.claim_no.asc())
        ).all()
    )

@@ -184,7 +184,7 @@ def _write_mock_attachment(
        violated=violated,
    )
    file_path.write_text(ocr_text, encoding="utf-8")
-    item.invoice_id = storage.to_storage_key(file_path)
+    item.invoice_id = filename
    storage.write_meta(
        file_path,
        _meta_payload(
--- a/server/scripts/rename_half_year_expense_demo_claim_numbers.py
+++ b/server/scripts/rename_half_year_expense_demo_claim_numbers.py
@@ -0,0 +1,347 @@
+#!/usr/bin/env python3
+from __future__ import annotations
+
+import argparse
+import json
+import re
+import sys
+import uuid
+from dataclasses import asdict, dataclass
+from pathlib import Path
+from typing import Any
+
+from sqlalchemy import select
+from sqlalchemy.orm import selectinload
+
+SERVER_DIR = Path(__file__).resolve().parents[1]
+SRC_DIR = SERVER_DIR / "src"
+if str(SRC_DIR) not in sys.path:
+    sys.path.insert(0, str(SRC_DIR))
+
+from app.db.session import get_session_factory  # noqa: E402
+from app.models.budget import BudgetReservation, BudgetTransaction  # noqa: E402
+from app.models.financial_record import ExpenseClaim  # noqa: E402
+from app.models.risk_observation import RiskObservation  # noqa: E402
+from app.services.demo_company_simulation_catalog import (  # noqa: E402
+    SIM_CLAIM_ID_NAMESPACE,
+    SIM_PROJECT_CODE,
+    build_simulation_reimbursement_no,
+)
+from app.services.expense_claim_attachment_storage import (  # noqa: E402
+    ExpenseClaimAttachmentStorage,
+)
+
+LEGACY_CLAIM_PATTERN = re.compile(r"^SIM-EXP-2026-(\d+)$", flags=re.IGNORECASE)
+
+
+@dataclass(frozen=True, slots=True)
+class RenameSummary:
+    mode: str
+    legacy_claims: int
+    renamed_claims: int
+    budget_transactions_updated: int
+    budget_reservations_updated: int
+    risk_observations_updated: int
+    attachment_files_updated: int
+    attachment_items_updated: int
+    residual_attachment_texts_updated: int
+    samples: list[dict[str, str]]
+
+    def to_dict(self) -> dict[str, Any]:
+        return asdict(self)
+
+
+def main() -> None:
+    parser = argparse.ArgumentParser(
+        description="Rename legacy half-year demo claim numbers to canonical RE numbers."
+    )
+    parser.add_argument("--apply", action="store_true", help="write changes to the database")
+    parser.add_argument("--sample-limit", type=int, default=12)
+    args = parser.parse_args()
+
+    session_factory = get_session_factory()
+    with session_factory() as db:
+        summary = rename_demo_claim_numbers(
+            db,
+            apply=args.apply,
+            sample_limit=max(args.sample_limit, 0),
+        )
+        if args.apply:
+            db.commit()
+        else:
+            db.rollback()
+        print(json.dumps(summary.to_dict(), ensure_ascii=False, indent=2))
+
+
+def rename_demo_claim_numbers(db, *, apply: bool, sample_limit: int) -> RenameSummary:
+    claims = _legacy_demo_claims(db)
+    rename_map = _build_rename_map(db, claims)
+    storage = ExpenseClaimAttachmentStorage()
+
+    transaction_updates = 0
+    reservation_updates = 0
+    risk_updates = 0
+    attachment_file_updates = 0
+    attachment_item_updates = 0
+    samples: list[dict[str, str]] = []
+
+    for claim in claims:
+        old_no = str(claim.claim_no or "").strip()
+        new_no = rename_map.get(old_no)
+        if not new_no:
+            continue
+        if len(samples) < sample_limit:
+            samples.append({"old": old_no, "new": new_no})
+
+        transaction_updates += _update_budget_transactions(db, old_no, new_no, apply=apply)
+        reservation_updates += _update_budget_reservations(db, old_no, new_no, apply=apply)
+        risk_updates += _update_risk_observations(db, claim, old_no, new_no, apply=apply)
+        file_count, item_count = _update_attachments(
+            storage,
+            claim,
+            old_no,
+            new_no,
+            apply=apply,
+        )
+        attachment_file_updates += file_count
+        attachment_item_updates += item_count
+
+        if apply:
+            claim.claim_no = new_no
+
+    residual_text_updates = _repair_residual_attachment_texts(
+        storage,
+        _demo_claims(db),
+        apply=apply,
+    )
+
+    return RenameSummary(
+        mode="apply" if apply else "dry-run",
+        legacy_claims=len(claims),
+        renamed_claims=len(rename_map),
+        budget_transactions_updated=transaction_updates,
+        budget_reservations_updated=reservation_updates,
+        risk_observations_updated=risk_updates,
+        attachment_files_updated=attachment_file_updates,
+        attachment_items_updated=attachment_item_updates,
+        residual_attachment_texts_updated=residual_text_updates,
+        samples=samples,
+    )
+
+
+def _legacy_demo_claims(db) -> list[ExpenseClaim]:
+    return list(
+        db.scalars(
+            select(ExpenseClaim)
+            .options(selectinload(ExpenseClaim.items))
+            .where(ExpenseClaim.project_code == SIM_PROJECT_CODE)
+            .where(ExpenseClaim.claim_no.like("SIM-EXP-2026-%"))
+            .order_by(ExpenseClaim.created_at.asc(), ExpenseClaim.claim_no.asc())
+        ).all()
+    )
+
+
+def _demo_claims(db) -> list[ExpenseClaim]:
+    return list(
+        db.scalars(
+            select(ExpenseClaim)
+            .options(selectinload(ExpenseClaim.items))
+            .where(ExpenseClaim.project_code == SIM_PROJECT_CODE)
+            .order_by(ExpenseClaim.created_at.asc(), ExpenseClaim.claim_no.asc())
+        ).all()
+    )
+
+
+def _build_rename_map(db, claims: list[ExpenseClaim]) -> dict[str, str]:
+    legacy_numbers = {str(claim.claim_no or "").strip() for claim in claims}
+    existing_numbers = set(db.scalars(select(ExpenseClaim.claim_no)).all()) - legacy_numbers
+    rename_map: dict[str, str] = {}
+    for fallback_index, claim in enumerate(claims, start=1):
+        old_no = str(claim.claim_no or "").strip()
+        sequence = _legacy_sequence(old_no) or fallback_index
+        timestamp = claim.occurred_at or claim.created_at or claim.submitted_at
+        new_no = build_simulation_reimbursement_no(timestamp, sequence)
+        if new_no in existing_numbers:
+            raise RuntimeError(f"canonical claim number already exists: {new_no}")
+        existing_numbers.add(new_no)
+        rename_map[old_no] = new_no
+    return rename_map
+
+
+def _legacy_sequence(claim_no: str) -> int | None:
+    match = LEGACY_CLAIM_PATTERN.match(claim_no)
+    if not match:
+        return None
+    return int(match.group(1))
+
+
+def _update_budget_transactions(db, old_no: str, new_no: str, *, apply: bool) -> int:
+    rows = list(
+        db.scalars(
+            select(BudgetTransaction).where(BudgetTransaction.source_no == old_no)
+        ).all()
+    )
+    if apply:
+        for row in rows:
+            row.source_no = new_no
+    return len(rows)
+
+
+def _update_budget_reservations(db, old_no: str, new_no: str, *, apply: bool) -> int:
+    rows = list(
+        db.scalars(
+            select(BudgetReservation).where(BudgetReservation.source_no == old_no)
+        ).all()
+    )
+    if apply:
+        for row in rows:
+            row.source_no = new_no
+    return len(rows)
+
+
+def _update_risk_observations(
+    db,
+    claim: ExpenseClaim,
+    old_no: str,
+    new_no: str,
+    *,
+    apply: bool,
+) -> int:
+    rows = list(
+        db.scalars(
+            select(RiskObservation).where(
+                (RiskObservation.claim_id == claim.id)
+                | (RiskObservation.claim_no == old_no)
+                | (RiskObservation.subject_key == old_no)
+            )
+        ).all()
+    )
+    if apply:
+        for row in rows:
+            row.claim_no = new_no if row.claim_no == old_no else row.claim_no
+            row.subject_key = new_no if row.subject_key == old_no else row.subject_key
+            row.subject_label = new_no if row.subject_label == old_no else row.subject_label
+            row.evidence_json = _replace_value(row.evidence_json, old_no, new_no)
+            row.ontology_json = _replace_value(row.ontology_json, old_no, new_no)
+            row.decision_trace_json = _replace_value(row.decision_trace_json, old_no, new_no)
+    return len(rows)
+
+
+def _update_attachments(
+    storage: ExpenseClaimAttachmentStorage,
+    claim: ExpenseClaim,
+    old_no: str,
+    new_no: str,
+    *,
+    apply: bool,
+) -> tuple[int, int]:
+    file_updates = 0
+    item_updates = 0
+    for item in list(claim.items or []):
+        invoice_id = str(item.invoice_id or "").strip()
+        if old_no not in invoice_id:
+            continue
+        new_invoice_id = invoice_id.replace(old_no, new_no)
+        item_updates += 1
+        if not apply:
+            file_updates += 1
+            continue
+
+        file_path = storage.resolve_item_path(item)
+        if file_path is not None and file_path.exists():
+            file_updates += 1
+            meta_payload = _replace_value(storage.read_meta(file_path), old_no, new_no)
+            new_file_path = file_path.with_name(file_path.name.replace(old_no, new_no))
+            meta_path = storage.meta_path(file_path)
+            new_meta_path = storage.meta_path(new_file_path)
+            file_path.rename(new_file_path)
+            if meta_path.exists():
+                meta_path.rename(new_meta_path)
+            storage.write_meta(new_file_path, meta_payload)
+
+        item.invoice_id = new_invoice_id
+    return file_updates, item_updates
+
+
+def _repair_residual_attachment_texts(
+    storage: ExpenseClaimAttachmentStorage,
+    claims: list[ExpenseClaim],
+    *,
+    apply: bool,
+) -> int:
+    sequence_by_claim_id = _simulation_sequence_by_claim_id(max(3000, len(claims) + 500))
+    updated = 0
+    for claim in claims:
+        sequence = sequence_by_claim_id.get(str(claim.id))
+        if sequence is None:
+            continue
+        old_no = f"SIM-EXP-2026-{sequence:04d}"
+        new_no = str(claim.claim_no or "").strip()
+        if not old_no or not new_no or old_no == new_no:
+            continue
+        for item in list(claim.items or []):
+            file_path = storage.resolve_item_path(item)
+            if file_path is None or not file_path.exists():
+                continue
+            if _replace_file_text(file_path, old_no, new_no, apply=apply):
+                updated += 1
+            if _replace_meta_text(storage, file_path, old_no, new_no, apply=apply):
+                updated += 1
+    return updated
+
+
+def _simulation_sequence_by_claim_id(limit: int) -> dict[str, int]:
+    return {
+        str(
+            uuid.uuid5(
+                uuid.NAMESPACE_DNS,
+                f"x-financial:{SIM_CLAIM_ID_NAMESPACE}:{sequence}",
+            )
+        ): sequence
+        for sequence in range(1, limit + 1)
+    }
+
+
+def _replace_file_text(file_path: Path, old_no: str, new_no: str, *, apply: bool) -> bool:
+    try:
+        content = file_path.read_text(encoding="utf-8")
+    except UnicodeDecodeError:
+        return False
+    if old_no not in content:
+        return False
+    if apply:
+        file_path.write_text(content.replace(old_no, new_no), encoding="utf-8")
+    return True
+
+
+def _replace_meta_text(
+    storage: ExpenseClaimAttachmentStorage,
+    file_path: Path,
+    old_no: str,
+    new_no: str,
+    *,
+    apply: bool,
+) -> bool:
+    payload = storage.read_meta(file_path)
+    if not payload:
+        return False
+    replaced = _replace_value(payload, old_no, new_no)
+    if replaced == payload:
+        return False
+    if apply:
+        storage.write_meta(file_path, replaced)
+    return True
+
+
+def _replace_value(value: Any, old_no: str, new_no: str) -> Any:
+    if isinstance(value, str):
+        return value.replace(old_no, new_no)
+    if isinstance(value, list):
+        return [_replace_value(item, old_no, new_no) for item in value]
+    if isinstance(value, dict):
+        return {key: _replace_value(item, old_no, new_no) for key, item in value.items()}
+    return value
+
+
+if __name__ == "__main__":
+    main()
--- a/server/scripts/repair_half_year_expense_demo_distribution.py
+++ b/server/scripts/repair_half_year_expense_demo_distribution.py
@@ -29,7 +29,6 @@ from app.services.demo_company_simulation_catalog import (  # noqa: E402
    BUDGETED_STATUSES,
    PENDING_STATUSES,
    SIM_BUDGET_PREFIX,
-    SIM_CLAIM_PREFIX,
    SIM_EMPLOYEE_PREFIX,
    SIM_PROJECT_CODE,
    SIM_RESERVATION_PREFIX,
@@ -60,6 +59,8 @@ RECENT_DATES = (
    datetime(2026, 6, 1, 15, 0, tzinfo=UTC),
    datetime(2026, 6, 2, 6, 0, tzinfo=UTC),
 )
+PERIOD_START = date(2026, 1, 1)
+PERIOD_END = date(2026, 6, 2)


@dataclass(frozen=True, slots=True)
@@ -139,6 +140,7 @@ def repair_distribution(db, *, apply: bool) -> RepairSummary:

    if apply:
        _normalize_sim_claim_workflow(sim_claims)
+        _clamp_sim_claim_dates(sim_claims)
        _redistribute_employees(sim_employees, departments, employee_plan)
        db.flush()
        employees_by_dept = _employees_by_department(db)
@@ -235,8 +237,8 @@ def _sim_claims(db) -> list[ExpenseClaim]:
        db.scalars(
            select(ExpenseClaim)
            .options(selectinload(ExpenseClaim.items))
-            .where(ExpenseClaim.claim_no.like(f"{SIM_CLAIM_PREFIX}%"))
-            .order_by(ExpenseClaim.claim_no.asc())
+            .where(ExpenseClaim.project_code == SIM_PROJECT_CODE)
+            .order_by(ExpenseClaim.created_at.asc(), ExpenseClaim.claim_no.asc())
        ).all()
    )

@@ -254,6 +256,23 @@ def _normalize_sim_claim_workflow(claims: list[ExpenseClaim]) -> None:
        claim.approval_stage = normalized.approval_stage


+def _clamp_sim_claim_dates(claims: list[ExpenseClaim]) -> None:
+    for index, claim in enumerate(claims):
+        occurred_at = claim.occurred_at or claim.submitted_at
+        if occurred_at is None:
+            continue
+        if PERIOD_START <= occurred_at.date() <= PERIOD_END:
+            continue
+        anchor = RECENT_DATES[index % len(RECENT_DATES)]
+        claim.occurred_at = anchor - _hours(2)
+        if claim.submitted_at is not None or claim.status != "draft":
+            claim.submitted_at = anchor
+        claim.created_at = claim.occurred_at
+        claim.updated_at = anchor + _hours(1)
+        for item in claim.items or []:
+            item.item_date = claim.occurred_at.date()
+
+
 def _counts_by_weight(total: int) -> dict[str, int]:
    raw = [(code, total * weight) for code, weight in DEPARTMENT_PLAN]
    counts = {code: int(value) for code, value in raw}
--- a/server/scripts/seed_half_year_expense_demo.py
+++ b/server/scripts/seed_half_year_expense_demo.py
@@ -32,6 +32,7 @@ def parse_args() -> argparse.Namespace:
    )
    parser.add_argument("--target-employees", type=int, default=100)
    parser.add_argument("--start-date", type=date.fromisoformat, default=date(2026, 1, 1))
+    parser.add_argument("--end-date", type=date.fromisoformat, default=date(2026, 6, 2))
    parser.add_argument("--months", type=int, default=6)
    parser.add_argument("--seed", type=int, default=20260602)
    parser.add_argument("--apply", action="store_true", help="Write data. Default is dry-run only.")
@@ -49,6 +50,7 @@ def main() -> None:
    config = SimulationConfig(
        target_employees=args.target_employees,
        start_date=args.start_date,
+        end_date=args.end_date,
        months=args.months,
        seed=args.seed,
    )
--- a/server/src/app/api/v1/endpoints/analytics.py
+++ b/server/src/app/api/v1/endpoints/analytics.py
@@ -11,7 +11,7 @@ from app.schemas.digital_employee_dashboard import DigitalEmployeeDashboardRead
 from app.schemas.finance_dashboard import FinanceDashboardRead
 from app.schemas.system_dashboard import SystemDashboardRead
 from app.services.digital_employee_dashboard import DigitalEmployeeDashboardService
-from app.services.finance_dashboard import FinanceDashboardService
+from app.services.finance_dashboard_snapshot import FinanceDashboardSnapshotService
 from app.services.system_dashboard import SystemDashboardService

 router = APIRouter(prefix="/analytics")
@@ -65,10 +65,14 @@ def get_finance_dashboard(
    range_key: Annotated[str, Query(max_length=30, description="顶部时间范围。")] = "近10日",
    start_date: Annotated[date | None, Query(description="自定义开始日期。")] = None,
    end_date: Annotated[date | None, Query(description="自定义结束日期。")] = None,
-    trend_range: Annotated[str, Query(max_length=30, description="趋势图时间范围。")] = "近12天",
-    department_range: Annotated[str, Query(max_length=30, description="部门排行时间范围。")] = "本月",
+    trend_range: Annotated[str, Query(max_length=30, description="趋势图时间范围。")] = (
+        "近12天"
+    ),
+    department_range: Annotated[str, Query(max_length=30, description="排行分析时间范围。")] = (
+        "本月"
+    ),
 ) -> FinanceDashboardRead:
-    return FinanceDashboardService(db).build_dashboard(
+    return FinanceDashboardSnapshotService(db).build_dashboard(
        range_key=range_key,
        start_date=start_date,
        end_date=end_date,
--- a/server/src/app/api/v1/endpoints/reimbursements.py
+++ b/server/src/app/api/v1/endpoints/reimbursements.py
@@ -703,7 +703,7 @@ def pay_expense_claim(
    "/claims/{claim_id}",
    response_model=ExpenseClaimActionResponse,
    summary="删除报销单",
-    description="申请单仅系统管理员可删除；报销单申请人仅可删除自己的草稿、待补充或退回单据；高级财务人员可删除可见的非归档报销单；已归档单据仅高级管理员可删除，财务人员没有删除权限。",
+    description="申请人可删除自己的草稿、待补充或退回单据（含申请单和报销单）；高级财务人员可删除可见的非归档报销单；已归档单据仅高级管理员可删除，财务人员没有删除权限。",
    responses={
        status.HTTP_404_NOT_FOUND: {
            "model": ErrorResponse,
--- a/server/src/app/main.py
+++ b/server/src/app/main.py
@@ -13,7 +13,11 @@ from app.core.openapi import API_DESCRIPTION, OPENAPI_TAGS
 from app.middleware.logging import AccessLogMiddleware
 from app.schemas.common import RootStatusRead
 from app.services.agent_foundation import prepare_agent_foundation
+from app.services.digital_employee_reminder_scheduler import digital_employee_reminder_scheduler
 from app.services.employee import prepare_employee_directory
+from app.services.employee_profile_scheduler import employee_profile_scheduler
+from app.services.finance_dashboard_scheduler import finance_dashboard_scheduler
+from app.services.finance_report_scheduler import finance_report_scheduler
 from app.services.hermes_sync import sync_repository_hermes_skills
 from app.services.knowledge import prepare_knowledge_library
 from app.services.knowledge_index_tasks import knowledge_index_task_manager
@@ -31,6 +35,10 @@ async def lifespan(_: FastAPI) -> AsyncIterator[None]:
    prepare_knowledge_library()
    sync_repository_hermes_skills()
    knowledge_index_scheduler.start()
+    finance_dashboard_scheduler.start()
+    employee_profile_scheduler.start()
+    digital_employee_reminder_scheduler.start()
+    finance_report_scheduler.start()
    logger.info(
        "Server ready - host=%s port=%s prefix=%s",
        settings.app_host,
@@ -38,6 +46,10 @@ async def lifespan(_: FastAPI) -> AsyncIterator[None]:
        settings.api_v1_prefix,
    )
    yield
+    finance_report_scheduler.shutdown()
+    digital_employee_reminder_scheduler.shutdown()
+    employee_profile_scheduler.shutdown()
+    finance_dashboard_scheduler.shutdown()
    knowledge_index_scheduler.shutdown()
    knowledge_index_task_manager.shutdown()
    shutdown_knowledge_rag_runtime()
--- a/server/src/app/schemas/finance_dashboard.py
+++ b/server/src/app/schemas/finance_dashboard.py
@@ -17,6 +17,7 @@ class FinanceDashboardRead(BaseModel):
    spend_by_category: list[dict[str, Any]] = Field(default_factory=list)
    exception_mix: list[dict[str, Any]] = Field(default_factory=list)
    department_ranking: list[dict[str, Any]] = Field(default_factory=list)
+    department_employee_mix: list[dict[str, Any]] = Field(default_factory=list)
    employee_ranking: list[dict[str, Any]] = Field(default_factory=list)
    top_claims: list[dict[str, Any]] = Field(default_factory=list)
    bottlenecks: list[dict[str, Any]] = Field(default_factory=list)
--- a/server/src/app/services/agent_foundation_constants.py
+++ b/server/src/app/services/agent_foundation_constants.py
@@ -90,6 +90,12 @@ DIGITAL_EMPLOYEE_SKILL_CATEGORIES = ("积累", "升级", "整理", "评估")

 DIGITAL_EMPLOYEE_FINANCE_POLICY_TASK_CODE = "task.hermes.finance_policy_knowledge_organize"

+DIGITAL_EMPLOYEE_FINANCE_DASHBOARD_SNAPSHOT_TASK_CODE = "task.hermes.finance_dashboard_snapshot"
+
+DIGITAL_EMPLOYEE_REMINDER_SCAN_TASK_CODE = "task.hermes.digital_employee_reminder_scan"
+
+DIGITAL_EMPLOYEE_FINANCE_REPORT_TASK_CODE = "task.hermes.finance_report_orchestration"
+
 DIGITAL_EMPLOYEE_RISK_GRAPH_SCAN_TASK_CODE = "task.hermes.global_risk_scan"

 DIGITAL_EMPLOYEE_PROFILE_SCAN_TASK_CODE = "task.hermes.employee_behavior_profile_scan"
@@ -102,7 +108,9 @@ DIGITAL_EMPLOYEE_POLICY_ALIGNMENT_TASK_CODE = "task.hermes.expense_policy_alignm

 DIGITAL_EMPLOYEE_RULE_TEMPLATE_ORGANIZE_TASK_CODE = "task.hermes.risk_rule_template_organize"

-DIGITAL_EMPLOYEE_DEPARTMENT_BASELINE_TASK_CODE = "task.hermes.department_expense_baseline_accumulate"
+DIGITAL_EMPLOYEE_DEPARTMENT_BASELINE_TASK_CODE = (
+    "task.hermes.department_expense_baseline_accumulate"
+)

 DIGITAL_EMPLOYEE_SUPPLIER_PROFILE_TASK_CODE = "task.hermes.supplier_risk_profile_accumulate"

@@ -132,6 +140,9 @@ DIGITAL_EMPLOYEE_LEGACY_TASK_CODES = (

 DIGITAL_EMPLOYEE_TASK_CATEGORY_MAP = {
    DIGITAL_EMPLOYEE_FINANCE_POLICY_TASK_CODE: "整理",
+    DIGITAL_EMPLOYEE_FINANCE_DASHBOARD_SNAPSHOT_TASK_CODE: "整理",
+    DIGITAL_EMPLOYEE_REMINDER_SCAN_TASK_CODE: "升级",
+    DIGITAL_EMPLOYEE_FINANCE_REPORT_TASK_CODE: "整理",
    DIGITAL_EMPLOYEE_RISK_GRAPH_SCAN_TASK_CODE: "评估",
    DIGITAL_EMPLOYEE_PROFILE_SCAN_TASK_CODE: "积累",
    DIGITAL_EMPLOYEE_RULE_DISCOVERY_TASK_CODE: "升级",
--- a/server/src/app/services/agent_foundation_digital_employee_tasks.py
+++ b/server/src/app/services/agent_foundation_digital_employee_tasks.py
@@ -16,11 +16,14 @@ from app.services.agent_foundation_constants import (
    DIGITAL_EMPLOYEE_DEPARTMENT_BASELINE_TASK_CODE,
    DIGITAL_EMPLOYEE_FALSE_POSITIVE_SAMPLE_TASK_CODE,
    DIGITAL_EMPLOYEE_FEEDBACK_SAMPLE_TASK_CODE,
+    DIGITAL_EMPLOYEE_FINANCE_DASHBOARD_SNAPSHOT_TASK_CODE,
+    DIGITAL_EMPLOYEE_FINANCE_REPORT_TASK_CODE,
    DIGITAL_EMPLOYEE_MULTI_EVIDENCE_TASK_CODE,
    DIGITAL_EMPLOYEE_POLICY_ALIGNMENT_TASK_CODE,
    DIGITAL_EMPLOYEE_POLICY_CLAUSE_EXTRACT_TASK_CODE,
    DIGITAL_EMPLOYEE_POLICY_GAP_TASK_CODE,
    DIGITAL_EMPLOYEE_PROFILE_SCAN_TASK_CODE,
+    DIGITAL_EMPLOYEE_REMINDER_SCAN_TASK_CODE,
    DIGITAL_EMPLOYEE_RISK_GRAPH_SCAN_TASK_CODE,
    DIGITAL_EMPLOYEE_RULE_DISCOVERY_TASK_CODE,
    DIGITAL_EMPLOYEE_RULE_TEMPLATE_ORGANIZE_TASK_CODE,
@@ -30,7 +33,6 @@ from app.services.agent_foundation_constants import (
    DIGITAL_EMPLOYEE_SUPPLIER_RELATION_TASK_CODE,
 )

-
 DIGITAL_EMPLOYEE_ANALYSIS_ROLE_BOUNDARY = (
    "规则由人定义，风险由人确认，主流程由外层智能体执行，"
    "数字员工只读取事实、规则命中和反馈结果，生成后台分析、报告和待复核材料。"
@@ -40,6 +42,65 @@ DIGITAL_EMPLOYEE_ANALYSIS_ROLE_BOUNDARY = (
 class AgentFoundationDigitalEmployeeTaskMixin:
    def _runtime_digital_employee_task_specs(self) -> tuple[dict[str, object], ...]:
        return (
+            self._digital_employee_task_spec(
+                code=DIGITAL_EMPLOYEE_FINANCE_DASHBOARD_SNAPSHOT_TASK_CODE,
+                name="财务经营快照沉淀",
+                description="按固定周期统计报销金额、费用结构、预算占用、高额单据和个人费用排行，刷新财务看板缓存。",
+                scenario_json=["schedule", "finance_dashboard", "expense", "budget"],
+                owner="财务运营组",
+                cron="0 2 * * *",
+                skill_category="整理",
+                skill_name="finance-dashboard-snapshot-analyst",
+                output_format="finance_dashboard_snapshot",
+                input_sources=[
+                    "expense_claims",
+                    "expense_items",
+                    "budget_snapshots",
+                    "employee_profiles",
+                ],
+                execution_strategy="scheduled_dashboard_cache",
+            ),
+            self._digital_employee_task_spec(
+                code=DIGITAL_EMPLOYEE_REMINDER_SCAN_TASK_CODE,
+                name="定时提醒与待办扫描",
+                description="按计划扫描待审批单据、预算编制周期、差旅申请到期和逾期报销，生成可触达的提醒事项。",
+                scenario_json=["schedule", "reminder", "approval", "budget", "travel"],
+                owner="财务运营组",
+                cron="0 2 * * *",
+                skill_category="升级",
+                skill_name="digital-employee-reminder-scanner",
+                output_format="digital_employee_reminder_report",
+                input_sources=[
+                    "expense_claims",
+                    "approval_tasks",
+                    "budgets",
+                    "travel_applications",
+                ],
+                execution_strategy="scheduled_reminder_scan",
+            ),
+            self._digital_employee_task_spec(
+                code=DIGITAL_EMPLOYEE_FINANCE_REPORT_TASK_CODE,
+                name="财务报告编排与邮件投递",
+                description=(
+                    "按周、季、年整合费用、预算、风险、画像和提醒结果，"
+                    "生成图文 PDF 报告并按邮箱设置投递给财务管理人员。"
+                ),
+                scenario_json=["schedule", "finance_report", "pdf", "email", "management"],
+                owner="财务运营组",
+                cron="30 8 * * 1",
+                skill_category="整理",
+                skill_name="finance-report-orchestrator",
+                output_format="finance_report_pdf_delivery",
+                input_sources=[
+                    "finance_dashboard_snapshots",
+                    "budget_snapshots",
+                    "risk_observations",
+                    "employee_profiles",
+                    "digital_employee_reminders",
+                    "system_mail_settings",
+                ],
+                execution_strategy="scheduled_pdf_email_report",
+            ),
            self._digital_employee_task_spec(
                code=DIGITAL_EMPLOYEE_POLICY_CLAUSE_EXTRACT_TASK_CODE,
                name="制度条款结构化抽取",
@@ -134,7 +195,10 @@ class AgentFoundationDigitalEmployeeTaskMixin:
            {
                "code": DIGITAL_EMPLOYEE_RISK_GRAPH_SCAN_TASK_CODE,
                "name": "财务风险图谱巡检",
-                "description": "按计划扫描报销单、票据、审批链、员工画像和规则命中结果，生成风险观察与可复核证据链。",
+                "description": (
+                    "按计划扫描报销单、票据、审批链、员工画像和规则命中结果，"
+                    "生成风险观察与可复核证据链。"
+                ),
                "scenario_json": ["schedule", "expense", "risk_graph", "risk_observation"],
                "owner": "风控与审计部",
                "reviewer": "顾承宇",
@@ -167,7 +231,10 @@ class AgentFoundationDigitalEmployeeTaskMixin:
            {
                "code": DIGITAL_EMPLOYEE_PROFILE_SCAN_TASK_CODE,
                "name": "员工行为画像巡检",
-                "description": "按计划更新员工费用行为、材料完整性、审批效率和智能协作画像，为风险图谱提供画像基线。",
+                "description": (
+                    "按计划更新员工费用行为、材料完整性、审批效率和智能协作画像，"
+                    "为风险图谱提供画像基线。"
+                ),
                "scenario_json": ["schedule", "employee_profile", "baseline", "risk_graph"],
                "owner": "风控与审计部",
                "reviewer": "顾承宇",
@@ -219,7 +286,12 @@ class AgentFoundationDigitalEmployeeTaskMixin:
                skill_category="评估",
                skill_name="travel-spatiotemporal-consistency-evaluator",
                output_format="spatiotemporal_consistency_report",
-                input_sources=["expense_claims", "expense_items", "invoice_locations", "travel_routes"],
+                input_sources=[
+                    "expense_claims",
+                    "expense_items",
+                    "invoice_locations",
+                    "travel_routes",
+                ],
                execution_strategy="reuse_financial_risk_graph_scan",
            ),
            self._digital_employee_task_spec(
@@ -232,7 +304,12 @@ class AgentFoundationDigitalEmployeeTaskMixin:
                skill_category="评估",
                skill_name="budget-overrun-precontrol-evaluator",
                output_format="budget_precontrol_warning_report",
-                input_sources=["expense_claims", "budget_snapshots", "policy_refs", "profile_baselines"],
+                input_sources=[
+                    "expense_claims",
+                    "budget_snapshots",
+                    "policy_refs",
+                    "profile_baselines",
+                ],
                execution_strategy="definition_ready",
            ),
            self._digital_employee_task_spec(
@@ -245,13 +322,21 @@ class AgentFoundationDigitalEmployeeTaskMixin:
                skill_category="评估",
                skill_name="supplier-abnormal-relation-evaluator",
                output_format="supplier_abnormal_relation_report",
-                input_sources=["risk_graph", "expense_claims", "invoice_entities", "entity_registry"],
+                input_sources=[
+                    "risk_graph",
+                    "expense_claims",
+                    "invoice_entities",
+                    "entity_registry",
+                ],
                execution_strategy="reuse_financial_risk_graph_scan",
            ),
            {
                "code": DIGITAL_EMPLOYEE_RULE_DISCOVERY_TASK_CODE,
                "name": "风险线索归集",
-                "description": "按计划复盘申请、报销、规则命中和人工反馈，归集带事实依据的潜在线索，提交人工复核，不生成规则。",
+                "description": (
+                    "按计划复盘申请、报销、规则命中和人工反馈，"
+                    "归集带事实依据的潜在线索，提交人工复核，不生成规则。"
+                ),
                "scenario_json": ["schedule", "application", "reimbursement", "risk_clue"],
                "owner": "风控与审计部",
                "reviewer": "顾承宇",
@@ -291,7 +376,11 @@ class AgentFoundationDigitalEmployeeTaskMixin:
                skill_category="升级",
                skill_name="risk-algorithm-replay-evaluator",
                output_format="algorithm_replay_evaluation_report",
-                input_sources=["algorithm_replay_sets", "risk_observations", "risk_observation_feedback"],
+                input_sources=[
+                    "algorithm_replay_sets",
+                    "risk_observations",
+                    "risk_observation_feedback",
+                ],
                execution_strategy="definition_ready",
            ),
            self._digital_employee_task_spec(
@@ -304,7 +393,12 @@ class AgentFoundationDigitalEmployeeTaskMixin:
                skill_category="升级",
                skill_name="policy-reference-gap-hinter",
                output_format="policy_reference_gap_hint_report",
-                input_sources=["policy_refs", "rule_hits", "expense_claims", "risk_feedback_samples"],
+                input_sources=[
+                    "policy_refs",
+                    "rule_hits",
+                    "expense_claims",
+                    "risk_feedback_samples",
+                ],
                execution_strategy="definition_ready",
            ),
        )
--- a/server/src/app/services/demo_company_simulation_catalog.py
+++ b/server/src/app/services/demo_company_simulation_catalog.py
@@ -5,8 +5,15 @@ from datetime import date, datetime
 from decimal import Decimal
 from typing import Any

+from app.services.document_numbering import (
+    DOCUMENT_NUMBER_TOKEN_ALPHABET,
+    DOCUMENT_NUMBER_TOKEN_LENGTH,
+    build_document_number,
+)
+
 SIM_EMPLOYEE_PREFIX = "SIM2026"
-SIM_CLAIM_PREFIX = "SIM-EXP-2026"
+# 历史模拟数据已用这个命名空间生成 UUID；这里只用于保持幂等，不再作为业务单号。
+SIM_CLAIM_ID_NAMESPACE = "SIM-EXP-2026"
 SIM_BUDGET_PREFIX = "SIM-BUD-2026"
 SIM_TRANSACTION_PREFIX = "SIM-BTX-2026"
 SIM_RESERVATION_PREFIX = "SIM-BRS-2026"
@@ -31,6 +38,7 @@ BUDGETED_STATUSES = SUCCESS_STATUSES | PENDING_STATUSES
 class SimulationConfig:
    target_employees: int = 100
    start_date: date = date(2026, 1, 1)
+    end_date: date = date(2026, 6, 2)
    months: int = 6
    seed: int = 20260602

@@ -269,6 +277,25 @@ def updated_at_for_claim_plan(plan: ClaimPlan) -> datetime:
    from datetime import timedelta

    base = plan.submitted_at or plan.occurred_at
+    claim_offset = sum(ord(char) for char in str(plan.claim_no or "")[-2:]) % 24
    if plan.status in SUCCESS_STATUSES | {"rejected", "returned"}:
-        return base + timedelta(hours=2 + int(plan.claim_no[-2:]) % 24)
+        return base + timedelta(hours=2 + claim_offset)
    return base + timedelta(hours=1)
+
+
+def build_simulation_reimbursement_no(occurred_at: datetime, sequence: int) -> str:
+    return build_document_number(
+        "reimbursement",
+        timestamp=occurred_at,
+        token=simulation_document_token(sequence),
+    )
+
+
+def simulation_document_token(sequence: int) -> str:
+    value = max(0, int(sequence))
+    base = len(DOCUMENT_NUMBER_TOKEN_ALPHABET)
+    chars: list[str] = []
+    for _ in range(DOCUMENT_NUMBER_TOKEN_LENGTH):
+        chars.append(DOCUMENT_NUMBER_TOKEN_ALPHABET[value % base])
+        value //= base
+    return "".join(reversed(chars))
--- a/server/src/app/services/demo_company_simulation_filters.py
+++ b/server/src/app/services/demo_company_simulation_filters.py
@@ -22,7 +22,7 @@ APPLICATION_EXPENSE_TYPES = {
 }
 APPLICATION_CLAIM_PREFIXES = ("AP-", "APP-", "TA-")
 RECENT_VISIBLE_CLAIM_START = 501
-RECENT_VISIBLE_CLAIM_END = 950
+RECENT_VISIBLE_CLAIM_END = 817


 def is_admin_identity(*values: Any) -> bool:
@@ -70,10 +70,79 @@ def recent_visible_claim_day(
    *,
    employee_index: int,
    claim_index: int,
+    period_end: date,
 ) -> date | None:
    if not months or not (RECENT_VISIBLE_CLAIM_START <= claim_index <= RECENT_VISIBLE_CLAIM_END):
        return None
    month = months[-1]
    _, max_day = calendar.monthrange(month.year, month.month)
+    if month.year == period_end.year and month.month == period_end.month:
+        max_day = min(max_day, period_end.day)
    day = min(2, max_day)
    return month.replace(day=1 + ((employee_index + claim_index) % day))
+
+
+def simulation_claim_day(
+    rng: Any,
+    months: list[date],
+    *,
+    employee_index: int,
+    local_index: int,
+    claim_index: int,
+    period_end: date,
+) -> date:
+    visible_day = recent_visible_claim_day(
+        months,
+        employee_index=employee_index,
+        claim_index=claim_index,
+        period_end=period_end,
+    )
+    if visible_day is not None:
+        return visible_day
+    month = months[(employee_index + local_index * 2) % len(months)]
+    _, max_day = calendar.monthrange(month.year, month.month)
+    if month.year == period_end.year and month.month == period_end.month:
+        max_day = min(max_day, period_end.day)
+    day = 1 + ((employee_index * 7 + local_index * 11 + rng.randint(0, 5)) % max_day)
+    return month.replace(day=day)
+
+
+def simulation_claim_count(employee: Any, index: int) -> int:
+    base = 7 + (index % 5)
+    department_code = str(getattr(getattr(employee, "department", None), "unit_code", "") or "")
+    grade = str(getattr(employee, "grade", "") or "")
+    if department_code in {"MARKET-DEPT", "TECH-DEPT"}:
+        base += 3
+    elif department_code in {"PRODUCTION-DEPT", "PRESIDENT-OFFICE"}:
+        base += 2
+    if grade in {"P7", "P8"}:
+        base += 2
+    return max(6, min(base, 16))
+
+
+def next_simulation_number(prefix: str, used_numbers: set[str], cursor: int) -> tuple[str, int]:
+    while True:
+        number = f"{prefix}-{cursor:04d}"
+        cursor += 1
+        if number not in used_numbers:
+            used_numbers.add(number)
+            return number, cursor
+
+
+def simulation_month_starts(config: Any) -> list[date]:
+    current = config.start_date.replace(day=1)
+    months: list[date] = []
+    for _ in range(max(1, config.months)):
+        if current > config.end_date:
+            break
+        months.append(current)
+        year = current.year + (1 if current.month == 12 else 0)
+        month = 1 if current.month == 12 else current.month + 1
+        current = date(year, month, 1)
+    return months or [config.start_date.replace(day=1)]
+
+
+def simulation_period_end(config: Any) -> date:
+    last_month = simulation_month_starts(config)[-1]
+    _, max_day = calendar.monthrange(last_month.year, last_month.month)
+    return min(last_month.replace(day=max_day), config.end_date)
--- a/server/src/app/services/demo_company_simulation_seed.py
+++ b/server/src/app/services/demo_company_simulation_seed.py
@@ -1,13 +1,12 @@
 from __future__ import annotations

-import calendar
 import random
 import uuid
 from datetime import UTC, date, datetime, timedelta
 from decimal import Decimal
 from typing import Any

-from sqlalchemy import func, or_, select
+from sqlalchemy import or_, select
 from sqlalchemy.orm import Session, selectinload

 from app.core.security import hash_password
@@ -28,7 +27,7 @@ from app.services.demo_company_simulation_catalog import (
    MONTH_FACTORS,
    PENDING_STATUSES,
    SIM_BUDGET_PREFIX,
-    SIM_CLAIM_PREFIX,
+    SIM_CLAIM_ID_NAMESPACE,
    SIM_EMPLOYEE_PREFIX,
    SIM_PROJECT_CODE,
    SIM_RESERVATION_PREFIX,
@@ -45,6 +44,7 @@ from app.services.demo_company_simulation_catalog import (
    SimulationConfig,
    SimulationSummary,
    build_employee_name,
+    build_simulation_reimbursement_no,
    claim_location,
    claim_reason,
    department_from_row,
@@ -57,7 +57,11 @@ from app.services.demo_company_simulation_catalog import (
 )
 from app.services.demo_company_simulation_filters import (
    is_admin_employee_like,
-    recent_visible_claim_day,
+    next_simulation_number,
+    simulation_claim_count,
+    simulation_claim_day,
+    simulation_month_starts,
+    simulation_period_end,
 )


@@ -117,7 +121,7 @@ class HalfYearExpenseSimulationSeeder:
            budget_reservations_to_create=reservation_count,
            risk_observations_to_create=risk_count,
            period_start=self.config.start_date.isoformat(),
-            period_end=self._period_end().isoformat(),
+            period_end=simulation_period_end(self.config).isoformat(),
        )

    def _department_refs(self, *, apply: bool) -> list[DepartmentRef]:
@@ -275,16 +279,19 @@ class HalfYearExpenseSimulationSeeder:

    def _build_claim_plans(self, employees: list[EmployeeRef]) -> list[ClaimPlan]:
        plans: list[ClaimPlan] = []
-        months = self._month_starts()
+        months = simulation_month_starts(self.config)
+        period_end = simulation_period_end(self.config)
        claim_index = 1
        for employee_index, employee in enumerate(employees):
-            count = self._claim_count_for_employee(employee, employee_index)
+            count = simulation_claim_count(employee, employee_index)
            for local_index in range(count):
-                occurred_day = self._claim_day(
+                occurred_day = simulation_claim_day(
+                    self.rng,
                    months,
-                    employee_index,
-                    local_index,
-                    claim_index,
+                    employee_index=employee_index,
+                    local_index=local_index,
+                    claim_index=claim_index,
+                    period_end=period_end,
                )
                expense_type = self._expense_type_for_employee(employee)
                amount = self._claim_amount(employee, expense_type, occurred_day)
@@ -301,10 +308,10 @@ class HalfYearExpenseSimulationSeeder:
                        id=str(
                            uuid.uuid5(
                                uuid.NAMESPACE_DNS,
-                                f"x-financial:{SIM_CLAIM_PREFIX}:{claim_index}",
+                                f"x-financial:{SIM_CLAIM_ID_NAMESPACE}:{claim_index}",
                            )
                        ),
-                        claim_no=f"{SIM_CLAIM_PREFIX}-{claim_index:04d}",
+                        claim_no=self._simulation_claim_no(occurred_at, claim_index),
                        employee=employee,
                        expense_type=expense_type,
                        reason=claim_reason(
@@ -372,12 +379,25 @@ class HalfYearExpenseSimulationSeeder:
    ) -> tuple[dict[tuple[int, str, str, str, str], str], int]:
        allocation_map: dict[tuple[int, str, str, str, str], str] = {}
        created_count = 0
-        for index, plan in enumerate(plans, start=1):
+        used_budget_nos = set(
+            self.db.scalars(
+                select(BudgetAllocation.budget_no).where(
+                    BudgetAllocation.budget_no.like(f"{SIM_BUDGET_PREFIX}%")
+                )
+            ).all()
+        )
+        budget_no_cursor = 1
+        for plan in plans:
            existing = self._find_sim_allocation(plan)
            if existing is not None:
                allocation_map[plan.key] = existing.id
                continue
            created_count += 1
+            budget_no, budget_no_cursor = next_simulation_number(
+                SIM_BUDGET_PREFIX,
+                used_budget_nos,
+                budget_no_cursor,
+            )
            allocation_id = str(
                uuid.uuid5(
                    uuid.NAMESPACE_DNS,
@@ -390,7 +410,7 @@ class HalfYearExpenseSimulationSeeder:
            self.db.add(
                BudgetAllocation(
                    id=allocation_id,
-                    budget_no=f"{SIM_BUDGET_PREFIX}-{index:04d}",
+                    budget_no=budget_no,
                    fiscal_year=plan.key[0],
                    period_type="quarter",
                    period_key=plan.period_key,
@@ -415,15 +435,19 @@ class HalfYearExpenseSimulationSeeder:
        return allocation_map, created_count

    def _ensure_claims(self, plans: list[ClaimPlan], *, apply: bool) -> tuple[int, int]:
-        existing_claim_nos = set(
-            self.db.scalars(
-                select(ExpenseClaim.claim_no).where(ExpenseClaim.claim_no.like(f"{SIM_CLAIM_PREFIX}%"))
+        existing_rows = list(
+            self.db.execute(
+                select(ExpenseClaim.id, ExpenseClaim.claim_no).where(
+                    ExpenseClaim.project_code == SIM_PROJECT_CODE
+                )
            ).all()
        )
+        existing_claim_ids = {str(row.id) for row in existing_rows}
+        existing_claim_nos = set(self.db.scalars(select(ExpenseClaim.claim_no)).all())
        claim_count = 0
        item_count = 0
        for plan in plans:
-            if plan.claim_no in existing_claim_nos:
+            if plan.id in existing_claim_ids or plan.claim_no in existing_claim_nos:
                continue
            claim_count += 1
            item_count += len(plan.items)
@@ -645,40 +669,6 @@ class HalfYearExpenseSimulationSeeder:
            plan.budget_subject_code,
        )

-    def _month_starts(self) -> list[date]:
-        current = self.config.start_date.replace(day=1)
-        months: list[date] = []
-        for _ in range(max(1, self.config.months)):
-            months.append(current)
-            year = current.year + (1 if current.month == 12 else 0)
-            month = 1 if current.month == 12 else current.month + 1
-            current = date(year, month, 1)
-        return months
-
-    def _period_end(self) -> date:
-        months = self._month_starts()
-        last_month = months[-1]
-        return last_month.replace(day=calendar.monthrange(last_month.year, last_month.month)[1])
-
-    def _claim_day(
-        self,
-        months: list[date],
-        employee_index: int,
-        local_index: int,
-        claim_index: int,
-    ) -> date:
-        visible_day = recent_visible_claim_day(
-            months,
-            employee_index=employee_index,
-            claim_index=claim_index,
-        )
-        if visible_day is not None:
-            return visible_day
-        month = months[(employee_index + local_index * 2) % len(months)]
-        _, max_day = calendar.monthrange(month.year, month.month)
-        day = 1 + ((employee_index * 7 + local_index * 11 + self.rng.randint(0, 5)) % max_day)
-        return month.replace(day=day)
-
    def _weighted_department(self, departments: list[DepartmentRef], index: int) -> DepartmentRef:
        weighted: list[DepartmentRef] = []
        by_code = {item.unit_code: item for item in departments}
@@ -696,16 +686,6 @@ class HalfYearExpenseSimulationSeeder:
        subjects = list(weights)
        return self.rng.choices(subjects, weights=[weights[item] for item in subjects], k=1)[0]

-    def _claim_count_for_employee(self, employee: EmployeeRef, index: int) -> int:
-        base = 7 + (index % 5)
-        if employee.department.unit_code in {"MARKET-DEPT", "TECH-DEPT"}:
-            base += 3
-        elif employee.department.unit_code in {"PRODUCTION-DEPT", "PRESIDENT-OFFICE"}:
-            base += 2
-        if employee.grade in {"P7", "P8"}:
-            base += 2
-        return max(6, min(base, 16))
-
    def _claim_amount(
        self,
        employee: EmployeeRef,
@@ -726,6 +706,10 @@ class HalfYearExpenseSimulationSeeder:
            Decimal("0.01")
        )

+    @staticmethod
+    def _simulation_claim_no(occurred_at: datetime, claim_index: int) -> str:
+        return build_simulation_reimbursement_no(occurred_at, claim_index)
+
    def _status_for_claim(self, employee_index: int, local_index: int) -> tuple[str, str | None]:
        selector = (employee_index * 11 + local_index * 17 + self.config.seed) % 100
        if selector < 42:
--- a/server/src/app/services/digital_employee_dashboard.py
+++ b/server/src/app/services/digital_employee_dashboard.py
@@ -28,7 +28,9 @@ TASK_CODE_TO_TYPE = {
    "task.hermes.false_positive_sample_accumulate": "false_positive_sample_accumulate",
    "task.hermes.risk_feedback_sample_accumulate": "risk_feedback_sample_accumulate",
    "task.hermes.multi_evidence_consistency_evaluate": "multi_evidence_consistency_evaluate",
-    "task.hermes.travel_spatiotemporal_consistency_evaluate": "travel_spatiotemporal_consistency_evaluate",
+    "task.hermes.travel_spatiotemporal_consistency_evaluate": (
+        "travel_spatiotemporal_consistency_evaluate"
+    ),
    "task.hermes.budget_overrun_precontrol_evaluate": "budget_overrun_precontrol_evaluate",
    "task.hermes.supplier_abnormal_relation_evaluate": "supplier_abnormal_relation_evaluate",
    "task.hermes.risk_algorithm_replay_evaluate": "risk_algorithm_replay_evaluate",
@@ -136,6 +138,16 @@ TASK_SPECS: dict[str, dict[str, str]] = {
        "category": "升级",
        "color": "var(--chart-amber)",
    },
+    "finance_dashboard_snapshot": {
+        "label": "财务看板指标快照",
+        "category": "积累",
+        "color": "var(--chart-blue)",
+    },
+    "digital_employee_reminder_scan": {
+        "label": "定时提醒扫描",
+        "category": "整理",
+        "color": "var(--success)",
+    },
 }

 CATEGORY_SPECS = {
@@ -203,6 +215,8 @@ class DigitalEmployeeDashboardService:
            + metrics["risk_clues"]
            + metrics["profile_snapshots"]
            + metrics["knowledge_documents"]
+            + metrics["finance_snapshots"]
+            + metrics["reminders"]
        )

        return {
@@ -216,6 +230,8 @@ class DigitalEmployeeDashboardService:
            "riskClues": metrics["risk_clues"],
            "profileSnapshots": metrics["profile_snapshots"],
            "knowledgeDocuments": metrics["knowledge_documents"],
+            "financeDashboardSnapshots": metrics["finance_snapshots"],
+            "reminders": metrics["reminders"],
            "successRate": self._percent(success_runs, total_runs),
            "failureRate": self._percent(failed_runs, total_runs),
        }
@@ -232,6 +248,8 @@ class DigitalEmployeeDashboardService:
                "riskClues": 0,
                "profileSnapshots": 0,
                "knowledgeDocuments": 0,
+                "financeDashboardSnapshots": 0,
+                "reminders": 0,
                "businessOutputs": 0,
            }
            for label in labels
@@ -254,11 +272,15 @@ class DigitalEmployeeDashboardService:
            row["riskClues"] += metrics["risk_clues"]
            row["profileSnapshots"] += metrics["profile_snapshots"]
            row["knowledgeDocuments"] += metrics["knowledge_documents"]
+            row["financeDashboardSnapshots"] += metrics["finance_snapshots"]
+            row["reminders"] += metrics["reminders"]
            row["businessOutputs"] += (
                metrics["risk_observations"]
                + metrics["risk_clues"]
                + metrics["profile_snapshots"]
                + metrics["knowledge_documents"]
+                + metrics["finance_snapshots"]
+                + metrics["reminders"]
            )

        return [rows[label] for label in labels]
@@ -374,6 +396,12 @@ class DigitalEmployeeDashboardService:
            summary,
            ("snapshot_count", "profile_snapshot_count", "profile_snapshots"),
        )
+        if self._resolve_task_type(run) == "finance_dashboard_snapshot":
+            metrics["profile_snapshots"] = 0
+            metrics["finance_snapshots"] = self._first_int(
+                summary,
+                ("finance_snapshot_count", "dashboard_snapshot_count"),
+            )
        metrics["knowledge_documents"] = max(
            self._first_int(
                summary,
@@ -383,9 +411,21 @@ class DigitalEmployeeDashboardService:
            self._list_length(route_json, ("document_ids", "requested_document_ids")),
        )
        metrics["scanned_claims"] = self._first_int(summary, ("scanned_claim_count", "claim_count"))
-        metrics["target_employees"] = self._first_int(summary, ("target_employee_count", "employee_count"))
+        metrics["target_employees"] = self._first_int(
+            summary,
+            ("target_employee_count", "employee_count"),
+        )
        metrics["rule_hits"] = self._first_int(summary, ("rule_hit_count", "rule_hits"))
        metrics["facts"] = self._first_int(summary, ("fact_count", "facts"))
+        metrics["reminders"] = self._first_int(
+            summary,
+            (
+                "reminder_count",
+                "reminders",
+                "approval_pending_count",
+                "budget_reminder_count",
+            ),
+        )
        return metrics

    @staticmethod
@@ -394,11 +434,13 @@ class DigitalEmployeeDashboardService:
            "risk_observations": 0,
            "risk_clues": 0,
            "profile_snapshots": 0,
+            "finance_snapshots": 0,
            "knowledge_documents": 0,
            "scanned_claims": 0,
            "target_employees": 0,
            "rule_hits": 0,
            "facts": 0,
+            "reminders": 0,
        }

    def _extract_run_summary(self, run: AgentRun) -> dict[str, Any]:
@@ -413,7 +455,9 @@ class DigitalEmployeeDashboardService:

    def _matched_tool_call(self, run: AgentRun, task_type: str) -> AgentToolCall | None:
        digital_tools = [
-            tool for tool in run.tool_calls if str(tool.tool_name or "").startswith("digital_employee.")
+            tool
+            for tool in run.tool_calls
+            if str(tool.tool_name or "").startswith("digital_employee.")
        ]
        for tool in run.tool_calls:
            candidates = [
@@ -441,7 +485,10 @@ class DigitalEmployeeDashboardService:
        route_json = run.route_json or {}
        if str(route_json.get("selected_agent") or "").strip() == AgentName.HERMES.value:
            return True
-        return any(str(tool.tool_name or "").startswith("digital_employee.") for tool in run.tool_calls)
+        return any(
+            str(tool.tool_name or "").startswith("digital_employee.")
+            for tool in run.tool_calls
+        )

    def _resolve_task_type(self, run: AgentRun) -> str:
        route_json = run.route_json or {}
@@ -491,6 +538,8 @@ class DigitalEmployeeDashboardService:
            return "global_risk_scan"
        if "employee_behavior_profile" in name:
            return "employee_behavior_profile_scan"
+        if "reminder" in name:
+            return "digital_employee_reminder_scan"
        if "finance_policy_knowledge" in name:
            return "finance_policy_knowledge_organize"
        if "risk_clue" in name:
--- a/server/src/app/services/digital_employee_finance_report_task.py
+++ b/server/src/app/services/digital_employee_finance_report_task.py
@@ -0,0 +1,163 @@
+from __future__ import annotations
+
+from datetime import UTC, date, datetime
+from time import perf_counter
+from typing import Any
+
+from sqlalchemy.orm import Session
+
+from app.core.agent_enums import (
+    AgentName,
+    AgentPermissionLevel,
+    AgentRunSource,
+    AgentRunStatus,
+    AgentToolType,
+)
+from app.services.agent_runs import AgentRunService
+from app.services.finance_report_context import FinanceReportContextService, FinanceReportType
+from app.services.finance_report_mailer import FinanceReportMailer
+from app.services.finance_report_renderer import FinanceReportRenderer
+
+FINANCE_REPORT_TASK_TYPE = "finance_report_orchestration"
+FINANCE_REPORT_TOOL_NAME = "digital_employee.finance_report.orchestrate"
+
+
+class DigitalEmployeeFinanceReportTaskService:
+    def __init__(self, db: Session) -> None:
+        self.db = db
+
+    def generate_report(
+        self,
+        *,
+        report_type: FinanceReportType = "weekly",
+        start_date: date | None = None,
+        end_date: date | None = None,
+        recipients: list[str] | None = None,
+        send_email: bool = True,
+        dry_run_email: bool = False,
+        source: str = AgentRunSource.SCHEDULE.value,
+        run_id: str | None = None,
+        record_tool_call: bool = True,
+    ) -> dict[str, Any]:
+        run_service = AgentRunService(self.db)
+        run = None
+        if run_id is None:
+            run = run_service.create_run(
+                agent=AgentName.HERMES.value,
+                source=source,
+                user_id="digital_employee",
+                ontology_json={"scenario": "finance_report", "intent": report_type},
+                route_json={
+                    "task_type": FINANCE_REPORT_TASK_TYPE,
+                    "report_type": report_type,
+                    "phase": "running",
+                    "heartbeat_at": datetime.now(UTC).isoformat(),
+                },
+                permission_level=AgentPermissionLevel.READ.value,
+                status=AgentRunStatus.RUNNING.value,
+            )
+            run_id = run.run_id
+
+        timer = perf_counter()
+        try:
+            context = FinanceReportContextService(self.db).build_context(
+                report_type=report_type,
+                start_date=start_date,
+                end_date=end_date,
+            )
+            rendered = FinanceReportRenderer().render(context)
+            delivery = (
+                FinanceReportMailer(self.db).send_report(
+                    context=context,
+                    pdf_path=rendered.pdf_path,
+                    recipients=recipients,
+                    dry_run=dry_run_email,
+                )
+                if send_email
+                else None
+            )
+            duration_ms = int((perf_counter() - timer) * 1000)
+            result = self._result_payload(
+                context=context,
+                rendered=rendered,
+                delivery=delivery.to_dict() if delivery is not None else {"status": "skipped"},
+            )
+            if record_tool_call:
+                run_service.record_tool_call(
+                    run_id=run_id,
+                    tool_type=AgentToolType.DATABASE.value,
+                    tool_name=FINANCE_REPORT_TOOL_NAME,
+                    request_json={
+                        "task_type": FINANCE_REPORT_TASK_TYPE,
+                        "report_type": report_type,
+                        "send_email": send_email,
+                    },
+                    response_json=result,
+                    status=AgentRunStatus.SUCCEEDED.value,
+                    duration_ms=duration_ms,
+                )
+            run_service.merge_route_json(
+                run_id,
+                {
+                    "phase": "succeeded",
+                    "task_type": FINANCE_REPORT_TASK_TYPE,
+                    "report_type": report_type,
+                    "report_delivery": result,
+                    "heartbeat_at": datetime.now(UTC).isoformat(),
+                },
+                status=AgentRunStatus.SUCCEEDED.value,
+                result_summary=self._summary_text(result),
+                finished_at=datetime.now(UTC),
+            )
+            return result
+        except Exception as exc:
+            run_service.merge_route_json(
+                run_id,
+                {
+                    "phase": "failed",
+                    "task_type": FINANCE_REPORT_TASK_TYPE,
+                    "report_type": report_type,
+                    "heartbeat_at": datetime.now(UTC).isoformat(),
+                },
+                status=AgentRunStatus.FAILED.value,
+                error_message=str(exc),
+                finished_at=datetime.now(UTC),
+            )
+            raise
+
+    @staticmethod
+    def _result_payload(
+        *,
+        context: dict[str, Any],
+        rendered: Any,
+        delivery: dict[str, Any],
+    ) -> dict[str, Any]:
+        period = context.get("period") if isinstance(context.get("period"), dict) else {}
+        summary = context.get("summary") if isinstance(context.get("summary"), dict) else {}
+        return {
+            "task_type": FINANCE_REPORT_TASK_TYPE,
+            "report_type": context.get("report_type"),
+            "title": period.get("title"),
+            "period": period,
+            "summary": summary,
+            "insights": context.get("insights") or [],
+            "action_items": context.get("action_items") or [],
+            "pdf": {
+                "storage_key": rendered.storage_key,
+                "path": str(rendered.pdf_path),
+                "html_path": str(rendered.html_path),
+                "page_count": rendered.page_count,
+            },
+            "delivery": delivery,
+        }
+
+    @staticmethod
+    def _summary_text(result: dict[str, Any]) -> str:
+        summary = result.get("summary") if isinstance(result.get("summary"), dict) else {}
+        delivery = result.get("delivery") if isinstance(result.get("delivery"), dict) else {}
+        return (
+            f"{result.get('title') or '财务经营报告'}已生成："
+            f"{summary.get('reimbursement_count', 0)} 单，"
+            f"金额 {float(summary.get('reimbursement_amount') or 0):,.0f} 元，"
+            f"邮件状态 {delivery.get('status') or 'skipped'}。"
+        )
--- a/server/src/app/services/digital_employee_reminder_scheduler.py
+++ b/server/src/app/services/digital_employee_reminder_scheduler.py
@@ -0,0 +1,102 @@
+from __future__ import annotations
+
+import os
+import threading
+from datetime import datetime, time, timedelta
+from zoneinfo import ZoneInfo
+
+from app.core.agent_enums import AgentRunSource
+from app.core.logging import get_logger
+from app.db.session import get_session_factory
+from app.services.digital_employee_reminder_task import DigitalEmployeeReminderTaskService
+
+logger = get_logger("app.services.digital_employee_reminder_scheduler")
+
+
+class DigitalEmployeeReminderScheduler:
+    def __init__(self) -> None:
+        timezone_name = str(os.environ.get("X_FINANCIAL_SCHEDULER_TZ") or "Asia/Shanghai").strip()
+        reminder_time = str(os.environ.get("X_FINANCIAL_REMINDER_SCAN_TIME") or "02:00").strip()
+        initial_delay = int(os.environ.get("X_FINANCIAL_REMINDER_INITIAL_DELAY_SECONDS") or "24")
+        self._timezone = ZoneInfo(timezone_name or "Asia/Shanghai")
+        self._scan_time = self._parse_scan_time(reminder_time)
+        self._initial_delay_seconds = max(1, initial_delay)
+        self._stop_event = threading.Event()
+        self._thread: threading.Thread | None = None
+        self._lock = threading.Lock()
+
+    def start(self) -> None:
+        with self._lock:
+            if self._thread is not None and self._thread.is_alive():
+                return
+            self._stop_event.clear()
+            self._thread = threading.Thread(
+                target=self._run_loop,
+                name="digital-employee-reminder-scheduler",
+                daemon=True,
+            )
+            self._thread.start()
+            logger.info(
+                "Digital employee reminder scheduler started timezone=%s scan_time=%s",
+                self._timezone.key,
+                self._scan_time.strftime("%H:%M"),
+            )
+
+    def shutdown(self) -> None:
+        with self._lock:
+            thread = self._thread
+            self._thread = None
+        self._stop_event.set()
+        if thread is not None and thread.is_alive():
+            thread.join(timeout=3)
+        logger.info("Digital employee reminder scheduler stopped")
+
+    def _run_loop(self) -> None:
+        if self._stop_event.wait(self._initial_delay_seconds):
+            return
+        self._refresh_reminders(reason="startup_warmup")
+        while not self._stop_event.is_set():
+            wait_seconds = self._seconds_until_next_scan()
+            if self._stop_event.wait(wait_seconds):
+                break
+            self._refresh_reminders(reason="scheduled_0200")
+
+    def _refresh_reminders(self, *, reason: str) -> None:
+        db = get_session_factory()()
+        try:
+            result = DigitalEmployeeReminderTaskService(db).refresh_reminders(
+                source=AgentRunSource.SCHEDULE.value
+            )
+            summary = result.get("summary") or {}
+            logger.info(
+                "Digital employee reminder scan generated reason=%s recipients=%s reminders=%s",
+                reason,
+                summary.get("recipient_count"),
+                summary.get("reminder_count"),
+            )
+        except Exception:
+            db.rollback()
+            logger.exception("Scheduled digital employee reminder scan failed")
+        finally:
+            db.close()
+
+    def _seconds_until_next_scan(self) -> float:
+        now = datetime.now(self._timezone)
+        target = datetime.combine(now.date(), self._scan_time, tzinfo=self._timezone)
+        if target <= now:
+            target = target + timedelta(days=1)
+        return max(1.0, (target - now).total_seconds())
+
+    @staticmethod
+    def _parse_scan_time(raw_value: str) -> time:
+        value = str(raw_value or "").strip()
+        try:
+            hour_text, minute_text = value.split(":", 1)
+            hour = min(max(int(hour_text), 0), 23)
+            minute = min(max(int(minute_text), 0), 59)
+            return time(hour=hour, minute=minute)
+        except Exception:
+            return time(hour=2, minute=0)
+
+
+digital_employee_reminder_scheduler = DigitalEmployeeReminderScheduler()
--- a/server/src/app/services/digital_employee_reminder_task.py
+++ b/server/src/app/services/digital_employee_reminder_task.py
@@ -0,0 +1,547 @@
+from __future__ import annotations
+
+from collections import defaultdict
+from datetime import UTC, datetime, timedelta
+from decimal import Decimal
+from time import perf_counter
+from typing import Any
+
+from sqlalchemy import func, select
+from sqlalchemy.orm import Session, selectinload
+
+from app.core.agent_enums import (
+    AgentName,
+    AgentPermissionLevel,
+    AgentRunSource,
+    AgentRunStatus,
+    AgentToolType,
+)
+from app.models.budget import BudgetAllocation
+from app.models.employee import Employee
+from app.models.financial_record import ExpenseClaim
+from app.models.role import Role
+from app.services.agent_runs import AgentRunService
+
+DIGITAL_EMPLOYEE_REMINDER_TASK_TYPE = "digital_employee_reminder_scan"
+DIGITAL_EMPLOYEE_REMINDER_TOOL_NAME = "digital_employee.reminder.scan"
+
+APPROVAL_PENDING_STATUSES = {"submitted", "review", "in_progress", "pending", "pending_review"}
+PAYMENT_PENDING_STATUSES = {"approved", "pending_payment", "payment_pending"}
+ARCHIVE_PENDING_STATUSES = {"paid", "payment_completed", "pending_archive"}
+SUPPLEMENT_STATUSES = {"returned", "rejected", "supplement", "supplement_required"}
+APPLICATION_ACTIVE_STATUSES = {"approved", "submitted", "review", "in_progress", "pending"}
+HIGH_AMOUNT_THRESHOLD = Decimal("10000.00")
+DEFAULT_WINDOW_DAYS = 14
+
+
+class DigitalEmployeeReminderTaskService:
+    def __init__(self, db: Session) -> None:
+        self.db = db
+
+    def refresh_reminders(
+        self,
+        *,
+        source: str = AgentRunSource.SCHEDULE.value,
+        now: datetime | None = None,
+        window_days: int = DEFAULT_WINDOW_DAYS,
+    ) -> dict[str, Any]:
+        run_service = AgentRunService(self.db)
+        started_at = now or datetime.now(UTC)
+        run = run_service.create_run(
+            agent=AgentName.HERMES.value,
+            source=source,
+            user_id="digital_employee",
+            ontology_json={"scenario": "financial_reminder", "intent": "scan"},
+            route_json={
+                "task_type": DIGITAL_EMPLOYEE_REMINDER_TASK_TYPE,
+                "job_type": DIGITAL_EMPLOYEE_REMINDER_TASK_TYPE,
+                "selected_agent": AgentName.HERMES.value,
+                "phase": "running",
+                "window_days": int(window_days or DEFAULT_WINDOW_DAYS),
+                "heartbeat_at": datetime.now(UTC).isoformat(),
+            },
+            permission_level=AgentPermissionLevel.READ.value,
+            status=AgentRunStatus.RUNNING.value,
+            started_at=started_at,
+        )
+        timer = perf_counter()
+        try:
+            report = self.build_reminder_report(now=started_at, window_days=window_days)
+            summary = self._build_summary(report)
+            duration_ms = int((perf_counter() - timer) * 1000)
+            response = {
+                "task_type": DIGITAL_EMPLOYEE_REMINDER_TASK_TYPE,
+                "summary": summary,
+                "report": report,
+            }
+            run_service.record_tool_call(
+                run_id=run.run_id,
+                tool_type=AgentToolType.DATABASE.value,
+                tool_name=DIGITAL_EMPLOYEE_REMINDER_TOOL_NAME,
+                request_json={
+                    "task_type": DIGITAL_EMPLOYEE_REMINDER_TASK_TYPE,
+                    "window_days": int(window_days or DEFAULT_WINDOW_DAYS),
+                },
+                response_json=response,
+                status=AgentRunStatus.SUCCEEDED.value,
+                duration_ms=duration_ms,
+            )
+            run_service.merge_route_json(
+                run.run_id,
+                {
+                    "phase": "succeeded",
+                    "summary": summary,
+                    "report": report,
+                    "heartbeat_at": datetime.now(UTC).isoformat(),
+                },
+                status=AgentRunStatus.SUCCEEDED.value,
+                result_summary=(
+                    "定时提醒扫描完成："
+                    f"提醒 {summary['recipient_count']} 人，"
+                    f"生成 {summary['reminder_count']} 条事项。"
+                ),
+                finished_at=datetime.now(UTC),
+            )
+            return response
+        except Exception as exc:
+            run_service.record_tool_call(
+                run_id=run.run_id,
+                tool_type=AgentToolType.DATABASE.value,
+                tool_name=DIGITAL_EMPLOYEE_REMINDER_TOOL_NAME,
+                request_json={"task_type": DIGITAL_EMPLOYEE_REMINDER_TASK_TYPE},
+                response_json={},
+                status=AgentRunStatus.FAILED.value,
+                duration_ms=int((perf_counter() - timer) * 1000),
+                error_message=str(exc),
+            )
+            run_service.merge_route_json(
+                run.run_id,
+                {"phase": "failed", "heartbeat_at": datetime.now(UTC).isoformat()},
+                status=AgentRunStatus.FAILED.value,
+                error_message=str(exc),
+                finished_at=datetime.now(UTC),
+            )
+            raise
+
+    def build_reminder_report(
+        self,
+        *,
+        now: datetime | None = None,
+        window_days: int = DEFAULT_WINDOW_DAYS,
+    ) -> dict[str, Any]:
+        scan_time = self._aware(now or datetime.now(UTC))
+        recipient_map: dict[str, dict[str, Any]] = {}
+        counters: dict[str, int] = defaultdict(int)
+
+        for reminder in [
+            *self._approval_pending_reminders(scan_time),
+            *self._budget_compilation_reminders(scan_time),
+            *self._travel_application_expiry_reminders(scan_time, window_days=window_days),
+            *self._reimbursement_overdue_reminders(scan_time, window_days=window_days),
+        ]:
+            self._append_reminder(recipient_map, reminder)
+            counters[str(reminder["type"])] += 1
+
+        recipients = sorted(
+            recipient_map.values(),
+            key=lambda item: (-len(item["reminders"]), item["recipientName"]),
+        )
+        return {
+            "title": "数字员工定时提醒扫描报告",
+            "generatedAt": scan_time.isoformat(),
+            "windowDays": int(window_days or DEFAULT_WINDOW_DAYS),
+            "totals": {
+                "recipientCount": len(recipients),
+                "reminderCount": sum(counters.values()),
+                "approvalPendingCount": counters["approval_pending"],
+                "budgetReminderCount": counters["budget_compilation"],
+                "travelApplicationReminderCount": counters["travel_application_expiry"],
+                "reimbursementOverdueCount": counters["reimbursement_overdue"],
+            },
+            "recipients": recipients,
+        }
+
+    def _approval_pending_reminders(self, now: datetime) -> list[dict[str, Any]]:
+        stmt = (
+            select(ExpenseClaim)
+            .options(selectinload(ExpenseClaim.employee).selectinload(Employee.manager))
+            .where(ExpenseClaim.status.in_(APPROVAL_PENDING_STATUSES))
+            .order_by(ExpenseClaim.submitted_at.asc().nullslast(), ExpenseClaim.updated_at.asc())
+            .limit(200)
+        )
+        reminders: list[dict[str, Any]] = []
+        for claim in self.db.scalars(stmt).all():
+            recipient = self._approval_recipient(claim)
+            wait_started_at = claim.submitted_at or claim.updated_at or claim.created_at
+            wait_days = self._wait_days(now, wait_started_at)
+            reminders.append(
+                self._document_reminder(
+                    reminder_type="approval_pending",
+                    recipient=recipient,
+                    claim=claim,
+                    title=f"{claim.claim_no} 待审批",
+                    action="请在今日处理审批待办，避免影响后续付款和归档。",
+                    wait_days=wait_days,
+                    type_score=0.85,
+                )
+            )
+        return reminders
+
+    def _budget_compilation_reminders(self, now: datetime) -> list[dict[str, Any]]:
+        fiscal_year = now.astimezone(UTC).year
+        period_key = self._current_quarter_key(now)
+        active_statuses = {"active", "published"}
+        year_count = self.db.scalar(
+            select(func.count(BudgetAllocation.id)).where(
+                BudgetAllocation.fiscal_year == fiscal_year,
+                BudgetAllocation.status.in_(active_statuses),
+            )
+        ) or 0
+        period_count = self.db.scalar(
+            select(func.count(BudgetAllocation.id)).where(
+                BudgetAllocation.fiscal_year == fiscal_year,
+                BudgetAllocation.period_key == period_key,
+                BudgetAllocation.status.in_(active_statuses),
+            )
+        ) or 0
+        if year_count and period_count:
+            return []
+
+        recipients = self._budget_admin_recipients()
+        if not recipients:
+            recipients = [
+                {
+                    "recipientId": "budget_admin",
+                    "recipientName": "预算管理员",
+                    "recipientRole": "budget_admin",
+                }
+            ]
+        title = (
+            f"{fiscal_year} 年预算池待建立"
+            if not year_count
+            else f"{fiscal_year} 年 {period_key} 预算池待补齐"
+        )
+        return [
+            {
+                "type": "budget_compilation",
+                "priority": "high" if not year_count else "medium",
+                "priorityScore": 0.9 if not year_count else 0.65,
+                "title": title,
+                "action": "请检查预算编制进度，补齐部门、费用类型和期间预算池。",
+                "recipient": recipient,
+                "relatedDocuments": [],
+                "metrics": {
+                    "fiscalYear": fiscal_year,
+                    "periodKey": period_key,
+                    "activeYearAllocationCount": int(year_count),
+                    "activePeriodAllocationCount": int(period_count),
+                },
+            }
+            for recipient in recipients
+        ]
+
+    def _travel_application_expiry_reminders(
+        self,
+        now: datetime,
+        *,
+        window_days: int,
+    ) -> list[dict[str, Any]]:
+        cutoff = now - timedelta(days=max(1, int(window_days or DEFAULT_WINDOW_DAYS)))
+        stmt = (
+            select(ExpenseClaim)
+            .options(selectinload(ExpenseClaim.employee))
+            .where(ExpenseClaim.expense_type.like("%_application"))
+            .where(ExpenseClaim.status.in_(APPLICATION_ACTIVE_STATUSES))
+            .where(ExpenseClaim.occurred_at <= now)
+            .where(ExpenseClaim.occurred_at >= cutoff)
+            .order_by(ExpenseClaim.occurred_at.asc())
+            .limit(200)
+        )
+        reminders: list[dict[str, Any]] = []
+        for claim in self.db.scalars(stmt).all():
+            if not self._is_travel_application(claim):
+                continue
+            if self._has_linked_reimbursement_draft(claim):
+                continue
+            wait_days = self._wait_days(now, claim.occurred_at)
+            reminders.append(
+                self._document_reminder(
+                    reminder_type="travel_application_expiry",
+                    recipient=self._employee_recipient(claim),
+                    claim=claim,
+                    title=f"{claim.claim_no} 出差申请已到期",
+                    action="请发起报销、延长申请或关闭未使用申请。",
+                    wait_days=wait_days,
+                    type_score=0.75,
+                )
+            )
+        return reminders
+
+    def _reimbursement_overdue_reminders(
+        self,
+        now: datetime,
+        *,
+        window_days: int,
+    ) -> list[dict[str, Any]]:
+        cutoff = now - timedelta(days=max(1, int(window_days or DEFAULT_WINDOW_DAYS)))
+        statuses = PAYMENT_PENDING_STATUSES | ARCHIVE_PENDING_STATUSES | SUPPLEMENT_STATUSES
+        stmt = (
+            select(ExpenseClaim)
+            .options(selectinload(ExpenseClaim.employee))
+            .where(ExpenseClaim.status.in_(statuses))
+            .where(ExpenseClaim.updated_at >= cutoff)
+            .order_by(ExpenseClaim.updated_at.asc())
+            .limit(200)
+        )
+        reminders: list[dict[str, Any]] = []
+        for claim in self.db.scalars(stmt).all():
+            if self._is_application_claim(claim):
+                continue
+            status = str(claim.status or "").strip()
+            recipient = self._finance_recipient(claim)
+            action = "请检查付款或归档处理进度。"
+            title = f"{claim.claim_no} 报销流程待处理"
+            if status in SUPPLEMENT_STATUSES:
+                recipient = self._employee_recipient(claim)
+                title = f"{claim.claim_no} 待补充材料"
+                action = "请补齐材料后重新提交，减少财务反复沟通。"
+            elif status in PAYMENT_PENDING_STATUSES:
+                title = f"{claim.claim_no} 待付款"
+                action = "请确认付款排期，避免已审批单据长期停留。"
+            elif status in ARCHIVE_PENDING_STATUSES:
+                title = f"{claim.claim_no} 待归档"
+                action = "请完成归档，保证单据闭环和后续审计可追踪。"
+            wait_started_at = claim.updated_at or claim.submitted_at or claim.created_at
+            wait_days = self._wait_days(now, wait_started_at)
+            reminders.append(
+                self._document_reminder(
+                    reminder_type="reimbursement_overdue",
+                    recipient=recipient,
+                    claim=claim,
+                    title=title,
+                    action=action,
+                    wait_days=wait_days,
+                    type_score=0.7,
+                )
+            )
+        return reminders
+
+    def _document_reminder(
+        self,
+        *,
+        reminder_type: str,
+        recipient: dict[str, str],
+        claim: ExpenseClaim,
+        title: str,
+        action: str,
+        wait_days: int,
+        type_score: float,
+    ) -> dict[str, Any]:
+        amount = Decimal(claim.amount or 0)
+        priority_score = self._priority_score(
+            wait_days=wait_days,
+            amount=amount,
+            type_score=type_score,
+        )
+        return {
+            "type": reminder_type,
+            "priority": self._priority(priority_score),
+            "priorityScore": round(priority_score, 4),
+            "title": title,
+            "action": action,
+            "recipient": recipient,
+            "relatedDocuments": [
+                {
+                    "documentId": claim.id,
+                    "documentNo": claim.claim_no,
+                    "employeeName": claim.employee_name,
+                    "departmentName": claim.department_name,
+                    "expenseType": claim.expense_type,
+                    "status": claim.status,
+                    "approvalStage": claim.approval_stage,
+                    "amount": float(amount),
+                    "waitDays": wait_days,
+                }
+            ],
+            "metrics": {
+                "amount": float(amount),
+                "waitDays": wait_days,
+            },
+        }
+
+    @staticmethod
+    def _append_reminder(
+        recipient_map: dict[str, dict[str, Any]],
+        reminder: dict[str, Any],
+    ) -> None:
+        recipient = dict(reminder.pop("recipient"))
+        recipient_id = str(
+            recipient.get("recipientId") or recipient.get("recipientName") or "unknown"
+        )
+        row = recipient_map.setdefault(
+            recipient_id,
+            {
+                "recipientId": recipient_id,
+                "recipientName": str(recipient.get("recipientName") or recipient_id),
+                "recipientRole": str(recipient.get("recipientRole") or "unknown"),
+                "reminders": [],
+            },
+        )
+        row["reminders"].append(reminder)
+
+    def _approval_recipient(self, claim: ExpenseClaim) -> dict[str, str]:
+        employee = claim.employee
+        if employee is not None and employee.manager is not None:
+            return {
+                "recipientId": employee.manager.id,
+                "recipientName": employee.manager.name,
+                "recipientRole": "manager",
+            }
+        return self._finance_recipient(claim)
+
+    @staticmethod
+    def _employee_recipient(claim: ExpenseClaim) -> dict[str, str]:
+        if claim.employee is not None:
+            return {
+                "recipientId": claim.employee.id,
+                "recipientName": claim.employee.name,
+                "recipientRole": "employee",
+            }
+        return {
+            "recipientId": str(claim.employee_id or claim.employee_name or "employee"),
+            "recipientName": str(claim.employee_name or "员工"),
+            "recipientRole": "employee",
+        }
+
+    @staticmethod
+    def _finance_recipient(claim: ExpenseClaim) -> dict[str, str]:
+        employee = claim.employee
+        owner = ""
+        if employee is not None:
+            owner = str(employee.finance_owner_name or "").strip()
+        return {
+            "recipientId": owner or "finance_operator",
+            "recipientName": owner or "财务经办人",
+            "recipientRole": "finance",
+        }
+
+    def _budget_admin_recipients(self) -> list[dict[str, str]]:
+        stmt = (
+            select(Employee)
+            .options(selectinload(Employee.roles))
+            .join(Employee.roles)
+            .where(Role.role_code.in_(("budget_monitor", "executive")))
+            .order_by(Employee.name.asc())
+            .limit(20)
+        )
+        recipients = []
+        seen: set[str] = set()
+        for employee in self.db.scalars(stmt).all():
+            if employee.id in seen:
+                continue
+            seen.add(employee.id)
+            recipients.append(
+                {
+                    "recipientId": employee.id,
+                    "recipientName": employee.name,
+                    "recipientRole": "budget_admin",
+                }
+            )
+        return recipients
+
+    @staticmethod
+    def _is_travel_application(claim: ExpenseClaim) -> bool:
+        expense_type = str(claim.expense_type or "").strip().lower()
+        if expense_type == "travel_application":
+            return True
+        for flag in list(claim.risk_flags_json or []):
+            if not isinstance(flag, dict):
+                continue
+            detail = flag.get("application_detail") or flag.get("applicationDetail") or {}
+            if isinstance(detail, dict) and "差旅" in str(detail.get("application_type") or ""):
+                return True
+        return False
+
+    @staticmethod
+    def _is_application_claim(claim: ExpenseClaim) -> bool:
+        expense_type = str(claim.expense_type or "").strip().lower()
+        if expense_type in {"application", "expense_application"} or expense_type.endswith(
+            "_application"
+        ):
+            return True
+        for flag in list(claim.risk_flags_json or []):
+            if not isinstance(flag, dict):
+                continue
+            if str(flag.get("business_stage") or "").strip() == "expense_application":
+                return True
+            if isinstance(flag.get("application_detail"), dict):
+                return True
+        return False
+
+    def _has_linked_reimbursement_draft(self, application_claim: ExpenseClaim) -> bool:
+        for flag in list(application_claim.risk_flags_json or []):
+            if not isinstance(flag, dict):
+                continue
+            if flag.get("generated_draft_claim_id") or flag.get("generated_draft_claim_no"):
+                return True
+        stmt = (
+            select(ExpenseClaim)
+            .where(ExpenseClaim.expense_type.not_like("%_application"))
+            .order_by(ExpenseClaim.created_at.desc())
+            .limit(300)
+        )
+        for claim in self.db.scalars(stmt).all():
+            for flag in list(claim.risk_flags_json or []):
+                if not isinstance(flag, dict):
+                    continue
+                if str(flag.get("application_claim_id") or "") == application_claim.id:
+                    return True
+        return False
+
+    @staticmethod
+    def _priority_score(*, wait_days: int, amount: Decimal, type_score: float) -> float:
+        wait_score = min(max(wait_days, 0) / 3, 1)
+        amount_score = min(float(max(amount, Decimal("0.00")) / HIGH_AMOUNT_THRESHOLD), 1)
+        return 0.45 * wait_score + 0.35 * amount_score + 0.20 * type_score
+
+    @staticmethod
+    def _priority(score: float) -> str:
+        if score >= 0.75:
+            return "high"
+        if score >= 0.45:
+            return "medium"
+        return "low"
+
+    @classmethod
+    def _wait_days(cls, now: datetime, started_at: datetime | None) -> int:
+        if started_at is None:
+            return 0
+        delta = cls._aware(now) - cls._aware(started_at)
+        return max(0, int(delta.total_seconds() // 86400))
+
+    @staticmethod
+    def _aware(value: datetime) -> datetime:
+        if value.tzinfo is None:
+            return value.replace(tzinfo=UTC)
+        return value.astimezone(UTC)
+
+    @staticmethod
+    def _current_quarter_key(now: datetime) -> str:
+        month = now.month
+        quarter = ((month - 1) // 3) + 1
+        return f"Q{quarter}"
+
+    @staticmethod
+    def _build_summary(report: dict[str, Any]) -> dict[str, Any]:
+        totals = report.get("totals") if isinstance(report, dict) else {}
+        totals = totals if isinstance(totals, dict) else {}
+        return {
+            "recipient_count": int(totals.get("recipientCount") or 0),
+            "reminder_count": int(totals.get("reminderCount") or 0),
+            "approval_pending_count": int(totals.get("approvalPendingCount") or 0),
+            "budget_reminder_count": int(totals.get("budgetReminderCount") or 0),
+            "travel_application_reminder_count": int(
+                totals.get("travelApplicationReminderCount") or 0
+            ),
+            "reimbursement_overdue_count": int(totals.get("reimbursementOverdueCount") or 0),
+        }
--- a/server/src/app/services/employee_profile_scan_task.py
+++ b/server/src/app/services/employee_profile_scan_task.py
@@ -0,0 +1,123 @@
+from __future__ import annotations
+
+from datetime import UTC, datetime
+from time import perf_counter
+from typing import Any
+
+from sqlalchemy.orm import Session
+
+from app.core.agent_enums import (
+    AgentName,
+    AgentPermissionLevel,
+    AgentRunSource,
+    AgentRunStatus,
+    AgentToolType,
+)
+from app.services.agent_runs import AgentRunService
+from app.services.hermes_employee_profile_scanner import HermesEmployeeProfileScannerService
+
+EMPLOYEE_PROFILE_SCAN_TASK_TYPE = "employee_behavior_profile_scan"
+EMPLOYEE_PROFILE_SCAN_TOOL_NAME = "digital_employee.employee_behavior_profile.scan"
+
+
+class EmployeeProfileScanTaskService:
+    def __init__(self, db: Session) -> None:
+        self.db = db
+
+    def refresh_profiles(self, *, source: str = AgentRunSource.SCHEDULE.value) -> dict[str, Any]:
+        run_service = AgentRunService(self.db)
+        run = run_service.create_run(
+            agent=AgentName.HERMES.value,
+            source=source,
+            user_id="digital_employee",
+            ontology_json={
+                "scenario": "employee_behavior_profile",
+                "intent": "scan",
+            },
+            route_json={
+                "task_type": EMPLOYEE_PROFILE_SCAN_TASK_TYPE,
+                "job_type": EMPLOYEE_PROFILE_SCAN_TASK_TYPE,
+                "selected_agent": AgentName.HERMES.value,
+                "phase": "running",
+                "heartbeat_at": datetime.now(UTC).isoformat(),
+            },
+            permission_level=AgentPermissionLevel.READ.value,
+            status=AgentRunStatus.RUNNING.value,
+        )
+        timer = perf_counter()
+        try:
+            # 画像快照表的 source_task_log_id 外键指向 Hermes 任务日志。
+            # 这里用 agent_runs 记录数字员工轨迹，因此不写入该外键，避免错误关联。
+            summary = HermesEmployeeProfileScannerService(self.db).scan_employee_profiles(
+                log_id=None
+            )
+            duration_ms = int((perf_counter() - timer) * 1000)
+            report = self._build_report(summary)
+            response = {
+                "task_type": EMPLOYEE_PROFILE_SCAN_TASK_TYPE,
+                "summary": summary,
+                "report": report,
+            }
+            run_service.record_tool_call(
+                run_id=run.run_id,
+                tool_type=AgentToolType.DATABASE.value,
+                tool_name=EMPLOYEE_PROFILE_SCAN_TOOL_NAME,
+                request_json={"task_type": EMPLOYEE_PROFILE_SCAN_TASK_TYPE},
+                response_json=response,
+                status=AgentRunStatus.SUCCEEDED.value,
+                duration_ms=duration_ms,
+            )
+            run_service.merge_route_json(
+                run.run_id,
+                {
+                    "phase": "succeeded",
+                    "summary": summary,
+                    "report": report,
+                    "heartbeat_at": datetime.now(UTC).isoformat(),
+                },
+                status=AgentRunStatus.SUCCEEDED.value,
+                result_summary=(
+                    "员工行为画像已生成："
+                    f"覆盖 {summary.get('target_employee_count', 0)} 人，"
+                    f"快照 {summary.get('snapshot_count', 0)} 条，"
+                    f"重点关注 {summary.get('high_attention_employee_count', 0)} 人。"
+                ),
+                finished_at=datetime.now(UTC),
+            )
+            return response
+        except Exception as exc:
+            run_service.record_tool_call(
+                run_id=run.run_id,
+                tool_type=AgentToolType.DATABASE.value,
+                tool_name=EMPLOYEE_PROFILE_SCAN_TOOL_NAME,
+                request_json={"task_type": EMPLOYEE_PROFILE_SCAN_TASK_TYPE},
+                response_json={},
+                status=AgentRunStatus.FAILED.value,
+                duration_ms=int((perf_counter() - timer) * 1000),
+                error_message=str(exc),
+            )
+            run_service.merge_route_json(
+                run.run_id,
+                {
+                    "phase": "failed",
+                    "heartbeat_at": datetime.now(UTC).isoformat(),
+                },
+                status=AgentRunStatus.FAILED.value,
+                error_message=str(exc),
+                finished_at=datetime.now(UTC),
+            )
+            raise
+
+    @staticmethod
+    def _build_report(summary: dict[str, Any]) -> dict[str, Any]:
+        return {
+            "title": "员工财务行为画像扫描报告",
+            "targetEmployeeCount": int(summary.get("target_employee_count") or 0),
+            "profileSnapshotCount": int(summary.get("snapshot_count") or 0),
+            "highAttentionEmployeeCount": int(
+                summary.get("high_attention_employee_count") or 0
+            ),
+            "windowDays": list(summary.get("window_days") or []),
+            "algorithmVersion": str(summary.get("algorithm_version") or ""),
+            "baselineSummary": summary.get("baseline_summary") or {},
+        }
--- a/server/src/app/services/employee_profile_scheduler.py
+++ b/server/src/app/services/employee_profile_scheduler.py
@@ -0,0 +1,88 @@
+from __future__ import annotations
+
+import os
+import threading
+from datetime import datetime
+from zoneinfo import ZoneInfo
+
+from app.core.agent_enums import AgentRunSource
+from app.core.logging import get_logger
+from app.db.session import get_session_factory
+from app.services.employee_profile_scan_task import EmployeeProfileScanTaskService
+
+logger = get_logger("app.services.employee_profile_scheduler")
+
+
+class EmployeeProfileScheduler:
+    def __init__(self) -> None:
+        timezone_name = str(os.environ.get("X_FINANCIAL_SCHEDULER_TZ") or "Asia/Shanghai").strip()
+        interval = int(os.environ.get("X_FINANCIAL_EMPLOYEE_PROFILE_INTERVAL_SECONDS") or "1800")
+        initial_delay = int(
+            os.environ.get("X_FINANCIAL_EMPLOYEE_PROFILE_INITIAL_DELAY_SECONDS") or "18"
+        )
+        self._timezone = ZoneInfo(timezone_name or "Asia/Shanghai")
+        self._interval_seconds = max(300, interval)
+        self._initial_delay_seconds = max(1, initial_delay)
+        self._stop_event = threading.Event()
+        self._thread: threading.Thread | None = None
+        self._lock = threading.Lock()
+
+    def start(self) -> None:
+        with self._lock:
+            if self._thread is not None and self._thread.is_alive():
+                return
+            self._stop_event.clear()
+            self._thread = threading.Thread(
+                target=self._run_loop,
+                name="employee-profile-scheduler",
+                daemon=True,
+            )
+            self._thread.start()
+            logger.info(
+                "Employee profile scheduler started timezone=%s interval=%ss",
+                self._timezone.key,
+                self._interval_seconds,
+            )
+
+    def shutdown(self) -> None:
+        with self._lock:
+            thread = self._thread
+            self._thread = None
+        self._stop_event.set()
+        if thread is not None and thread.is_alive():
+            thread.join(timeout=3)
+        logger.info("Employee profile scheduler stopped")
+
+    def _run_loop(self) -> None:
+        if self._stop_event.wait(self._initial_delay_seconds):
+            return
+        while not self._stop_event.is_set():
+            try:
+                self._refresh_profiles()
+            except Exception:  # pragma: no cover - scheduler best effort logging
+                logger.exception("Scheduled employee profile scan failed")
+            if self._stop_event.wait(self._interval_seconds):
+                break
+
+    def _refresh_profiles(self) -> None:
+        db = get_session_factory()()
+        try:
+            result = EmployeeProfileScanTaskService(db).refresh_profiles(
+                source=AgentRunSource.SCHEDULE.value
+            )
+            summary = result.get("summary") or {}
+            logger.info(
+                "Employee profile scan generated at=%s employees=%s snapshots=%s attention=%s",
+                datetime.now(self._timezone).isoformat(),
+                summary.get("target_employee_count"),
+                summary.get("snapshot_count"),
+                summary.get("high_attention_employee_count"),
+            )
+        except Exception:
+            db.rollback()
+            raise
+        finally:
+            db.close()
+
+
+employee_profile_scheduler = EmployeeProfileScheduler()
--- a/server/src/app/services/expense_claim_read_model.py
+++ b/server/src/app/services/expense_claim_read_model.py
@@ -245,7 +245,7 @@ class ExpenseClaimReadModelMixin:

    def _ensure_draft_claim(self, claim: ExpenseClaim) -> None:
        if not self._is_editable_claim_status(claim.status):
-            raise ValueError("只有草稿、待补充或退回待提交状态的报销单才允许执行该操作。")
+            raise ValueError("只有草稿、待补充或退回待提交状态的单据才允许执行该操作。")

    @staticmethod
    def _ensure_draft_pending_claim(claim: ExpenseClaim) -> None:
--- a/server/src/app/services/expense_claims.py
+++ b/server/src/app/services/expense_claims.py
@@ -562,9 +562,6 @@ class ExpenseClaimService(
        if claim is None:
            return None

-        if self._is_expense_application_claim(claim) and not current_user.is_admin:
-            raise ValueError("申请单只有系统管理员可以删除。")
-
        if self._access_policy.is_archived_claim(claim) and not current_user.is_admin:
            raise ValueError("已归档单据不能删除，只有高级管理员可以执行删除。")

@@ -756,6 +753,5 @@ class ExpenseClaimService(



-


--- a/server/src/app/services/finance_dashboard.py
+++ b/server/src/app/services/finance_dashboard.py
@@ -9,75 +9,23 @@ from typing import Any
 from sqlalchemy import select
 from sqlalchemy.orm import Session

-from app.db.base import Base
 from app.models.budget import BudgetAllocation
 from app.models.financial_record import ExpenseClaim
 from app.schemas.finance_dashboard import FinanceDashboardRead
 from app.services.budget_support import BudgetSupportMixin
 from app.services.demo_company_simulation_filters import is_finance_reimbursement_claim
 from app.services.expense_claim_constants import EXPENSE_TYPE_LABELS
-
-SLA_TARGET_HOURS = Decimal("8.0")
-PENDING_STATUSES = {
-    "submitted",
-    "review",
-    "pending_review",
-    "manager_review",
-    "budget_review",
-    "finance_review",
-    "approving",
-}
-SUCCESS_STATUSES = {"approved", "pending_payment", "paid", "completed"}
-EXCLUDED_SPEND_STATUSES = {"draft", "rejected", "returned", "supplement", "deleted"}
-EMPTY_DONUT = [{"name": "暂无数据", "value": 0, "color": "#cbd5e1"}]
-EXPENSE_TYPE_ALIASES = {
-    "travel_application": "travel",
-    "business_travel": "travel",
-    "trip": "travel",
-    "traffic": "travel",
-    "transportation": "travel",
-    "hotel": "travel",
-    "accommodation": "travel",
-    "business_meal": "meal",
-    "communication_fee": "communication",
-}
-CHART_COLORS = [
-    "var(--theme-primary)",
-    "var(--chart-blue)",
-    "var(--chart-amber)",
-    "var(--chart-purple)",
-    "var(--success)",
-    "var(--danger)",
-]
-STAGE_LABELS = {
-    "manager": "直属经理",
-    "manager_review": "直属经理",
-    "budget": "预算复核",
-    "budget_review": "预算复核",
-    "finance": "财务审核",
-    "finance_review": "财务审核",
-    "payment": "付款确认",
-    "pending_payment": "付款确认",
-}
-RISK_SIGNAL_LABELS = {
-    "duplicate_invoice": "重复发票",
-    "split_billing": "拆分报销",
-    "frequent_small_claims": "高频小额",
-    "location_mismatch": "地点不一致",
-    "amount_outlier": "金额异常",
-    "preapproval_absent": "缺少事前申请",
-    "missing_material": "材料不完整",
-    "budget_pressure": "预算压力偏高",
-    "budget_overrun": "预算超支",
-    "budget_warning": "预算预警",
-    "over_budget": "预算超支",
-    "invoice_abnormal": "发票异常",
-    "invoice_missing": "缺少发票",
-    "missing_invoice": "缺少发票",
-    "policy_violation": "政策不符",
-    "abnormal_frequency": "频次异常",
-    "manual_review": "人工复核",
-}
+from app.services.finance_dashboard_constants import (
+    CHART_COLORS,
+    EMPTY_DONUT,
+    EXCLUDED_SPEND_STATUSES,
+    EXPENSE_TYPE_ALIASES,
+    PENDING_STATUSES,
+    RISK_SIGNAL_LABELS,
+    SLA_TARGET_HOURS,
+    STAGE_LABELS,
+    SUCCESS_STATUSES,
+)


 class FinanceDashboardService(BudgetSupportMixin):
@@ -93,7 +41,6 @@ class FinanceDashboardService(BudgetSupportMixin):
        trend_range: str = "近12天",
        department_range: str = "本月",
    ) -> FinanceDashboardRead:
-        self._ensure_storage_ready()
        now = datetime.now(UTC)
        start, end, resolved_key = self._resolve_scope(
            range_key=range_key,
@@ -103,7 +50,7 @@ class FinanceDashboardService(BudgetSupportMixin):
        )
        previous_start = start - (end - start)
        trend_start, trend_end, trend_labels = self._resolve_trend_scope(trend_range, now)
-        department_start, department_end = self._resolve_department_scope(department_range, now)
+        ranking_start, ranking_end = self._resolve_ranking_scope(department_range, now)

        claims = [
            claim for claim in self._fetch_claims() if is_finance_reimbursement_claim(claim)
@@ -111,7 +58,7 @@ class FinanceDashboardService(BudgetSupportMixin):
        scope_claims = self._claims_between(claims, start, end)
        previous_claims = self._claims_between(claims, previous_start, start)
        trend_claims = self._claims_between(claims, trend_start, trend_end)
-        department_claims = self._claims_between(claims, department_start, department_end)
+        ranking_claims = self._claims_between(claims, ranking_start, ranking_end)

        totals = self._totals(scope_claims)
        previous_totals = self._totals(previous_claims)
@@ -127,17 +74,15 @@ class FinanceDashboardService(BudgetSupportMixin):
            trend=self._trend(trend_labels, trend_claims, now),
            spend_by_category=self._spend_by_category(scope_claims),
            exception_mix=self._payment_status_mix(scope_claims),
-            department_ranking=self._department_ranking(department_claims),
-            employee_ranking=self._employee_ranking(department_claims),
-            top_claims=self._top_claims(department_claims),
+            department_ranking=self._department_ranking(ranking_claims),
+            department_employee_mix=self._department_employee_mix(ranking_claims),
+            employee_ranking=self._employee_ranking(ranking_claims),
+            top_claims=self._top_claims(ranking_claims),
            bottlenecks=self._bottlenecks(scope_claims),
            budget_summary=self._budget_summary(now.year),
            budget_metrics=self._budget_metrics(now.year),
        )

-    def _ensure_storage_ready(self) -> None:
-        Base.metadata.create_all(bind=self.db.get_bind())
-
    def _fetch_claims(self) -> list[ExpenseClaim]:
        stmt = select(ExpenseClaim).order_by(ExpenseClaim.created_at.asc())
        return list(self.db.scalars(stmt).all())
@@ -189,18 +134,20 @@ class FinanceDashboardService(BudgetSupportMixin):
        labels = [self._date_label(start_day + timedelta(days=index)) for index in range(days)]
        return self._day_start(start_day), self._day_after(end_day), labels

-    def _resolve_department_scope(
+    def _resolve_ranking_scope(
        self,
        department_range: str,
        now: datetime,
    ) -> tuple[datetime, datetime]:
        today = now.date()
        key = str(department_range or "").strip()
-        if key == "本周":
-            start_day = today - timedelta(days=today.weekday())
-        elif key == "本季度":
+        if key == "全部":
+            return datetime(1970, 1, 1, tzinfo=UTC), self._day_after(today)
+        if key == "本季度":
            quarter_month = ((today.month - 1) // 3) * 3 + 1
            start_day = today.replace(month=quarter_month, day=1)
+        elif key == "本年":
+            start_day = today.replace(month=1, day=1)
        else:
            start_day = today.replace(day=1)
        return self._day_start(start_day), self._day_after(today)
@@ -347,6 +294,7 @@ class FinanceDashboardService(BudgetSupportMixin):
        buckets: dict[str, Decimal] = defaultdict(Decimal)
        counts: dict[str, int] = defaultdict(int)
        pending_amounts: dict[str, Decimal] = defaultdict(Decimal)
+        employees: dict[str, set[str]] = defaultdict(set)
        for claim in claims:
            status = self._status(claim)
            if status in EXCLUDED_SPEND_STATUSES:
@@ -357,6 +305,9 @@ class FinanceDashboardService(BudgetSupportMixin):
            amount = self._claim_amount(claim)
            buckets[department_name] += amount
            counts[department_name] += 1
+            employee_name = str(claim.employee_name or "").strip()
+            if not self._is_missing_finance_dimension(employee_name):
+                employees[department_name].add(employee_name)
            if status in PENDING_STATUSES:
                pending_amounts[department_name] += amount

@@ -366,6 +317,7 @@ class FinanceDashboardService(BudgetSupportMixin):
                "amount": self._decimal_number(amount),
                "value": self._decimal_number(amount),
                "count": counts[name],
+                "employeeCount": len(employees[name]),
                "pendingAmount": self._decimal_number(pending_amounts[name]),
                "color": CHART_COLORS[index % len(CHART_COLORS)],
            }
@@ -375,6 +327,34 @@ class FinanceDashboardService(BudgetSupportMixin):
        ]
        return rows

+    def _department_employee_mix(self, claims: list[ExpenseClaim]) -> list[dict[str, Any]]:
+        buckets: dict[tuple[str, str], Decimal] = defaultdict(Decimal)
+        for claim in claims:
+            if self._status(claim) in EXCLUDED_SPEND_STATUSES:
+                continue
+            department_name = str(claim.department_name or "").strip()
+            employee_name = str(claim.employee_name or "").strip()
+            if self._is_missing_finance_dimension(department_name):
+                continue
+            if self._is_missing_finance_dimension(employee_name):
+                continue
+            buckets[(department_name, employee_name)] += self._claim_amount(claim)
+
+        rows = [
+            {
+                "name": f"{department_name} · {employee_name}",
+                "department": department_name,
+                "employee": employee_name,
+                "value": self._decimal_number(amount),
+                "amount": self._decimal_number(amount),
+                "color": CHART_COLORS[index % len(CHART_COLORS)],
+            }
+            for index, ((department_name, employee_name), amount) in enumerate(
+                sorted(buckets.items(), key=lambda item: item[1], reverse=True)[:6]
+            )
+        ]
+        return rows or EMPTY_DONUT
+
    def _employee_ranking(self, claims: list[ExpenseClaim]) -> list[dict[str, Any]]:
        buckets: dict[str, Decimal] = defaultdict(Decimal)
        counts: dict[str, int] = defaultdict(int)
--- a/server/src/app/services/finance_dashboard_constants.py
+++ b/server/src/app/services/finance_dashboard_constants.py
@@ -0,0 +1,65 @@
+from __future__ import annotations
+
+from decimal import Decimal
+
+SLA_TARGET_HOURS = Decimal("8.0")
+PENDING_STATUSES = {
+    "submitted",
+    "review",
+    "pending_review",
+    "manager_review",
+    "budget_review",
+    "finance_review",
+    "approving",
+}
+SUCCESS_STATUSES = {"approved", "pending_payment", "paid", "completed"}
+EXCLUDED_SPEND_STATUSES = {"draft", "rejected", "returned", "supplement", "deleted"}
+EMPTY_DONUT = [{"name": "暂无数据", "value": 0, "color": "#cbd5e1"}]
+EXPENSE_TYPE_ALIASES = {
+    "travel_application": "travel",
+    "business_travel": "travel",
+    "trip": "travel",
+    "traffic": "travel",
+    "transportation": "travel",
+    "hotel": "travel",
+    "accommodation": "travel",
+    "business_meal": "meal",
+    "communication_fee": "communication",
+}
+CHART_COLORS = [
+    "var(--theme-primary)",
+    "var(--chart-blue)",
+    "var(--chart-amber)",
+    "var(--chart-purple)",
+    "var(--success)",
+    "var(--danger)",
+]
+STAGE_LABELS = {
+    "manager": "直属经理",
+    "manager_review": "直属经理",
+    "budget": "预算复核",
+    "budget_review": "预算复核",
+    "finance": "财务审核",
+    "finance_review": "财务审核",
+    "payment": "付款确认",
+    "pending_payment": "付款确认",
+}
+RISK_SIGNAL_LABELS = {
+    "duplicate_invoice": "重复发票",
+    "split_billing": "拆分报销",
+    "frequent_small_claims": "高频小额",
+    "location_mismatch": "地点不一致",
+    "amount_outlier": "金额异常",
+    "preapproval_absent": "缺少事前申请",
+    "missing_material": "材料不完整",
+    "budget_pressure": "预算压力偏高",
+    "budget_overrun": "预算超支",
+    "budget_warning": "预算预警",
+    "over_budget": "预算超支",
+    "invoice_abnormal": "发票异常",
+    "invoice_missing": "缺少发票",
+    "missing_invoice": "缺少发票",
+    "policy_violation": "政策不符",
+    "abnormal_frequency": "频次异常",
+    "manual_review": "人工复核",
+}
--- a/server/src/app/services/finance_dashboard_scheduler.py
+++ b/server/src/app/services/finance_dashboard_scheduler.py
@@ -0,0 +1,85 @@
+from __future__ import annotations
+
+import os
+import threading
+from datetime import datetime
+from zoneinfo import ZoneInfo
+
+from app.core.logging import get_logger
+from app.db.session import get_session_factory
+from app.services.finance_dashboard_snapshot import FinanceDashboardSnapshotService
+
+logger = get_logger("app.services.finance_dashboard_scheduler")
+
+
+class FinanceDashboardScheduler:
+    def __init__(self) -> None:
+        timezone_name = str(os.environ.get("X_FINANCIAL_SCHEDULER_TZ") or "Asia/Shanghai").strip()
+        interval = int(os.environ.get("X_FINANCIAL_FINANCE_DASHBOARD_INTERVAL_SECONDS") or "120")
+        initial_delay = int(
+            os.environ.get("X_FINANCIAL_FINANCE_DASHBOARD_INITIAL_DELAY_SECONDS") or "6"
+        )
+        self._timezone = ZoneInfo(timezone_name or "Asia/Shanghai")
+        self._interval_seconds = max(30, interval)
+        self._initial_delay_seconds = max(1, initial_delay)
+        self._stop_event = threading.Event()
+        self._thread: threading.Thread | None = None
+        self._lock = threading.Lock()
+
+    def start(self) -> None:
+        with self._lock:
+            if self._thread is not None and self._thread.is_alive():
+                return
+            self._stop_event.clear()
+            self._thread = threading.Thread(
+                target=self._run_loop,
+                name="finance-dashboard-scheduler",
+                daemon=True,
+            )
+            self._thread.start()
+            logger.info(
+                "Finance dashboard scheduler started timezone=%s interval=%ss",
+                self._timezone.key,
+                self._interval_seconds,
+            )
+
+    def shutdown(self) -> None:
+        with self._lock:
+            thread = self._thread
+            self._thread = None
+        self._stop_event.set()
+        if thread is not None and thread.is_alive():
+            thread.join(timeout=3)
+        logger.info("Finance dashboard scheduler stopped")
+
+    def _run_loop(self) -> None:
+        if self._stop_event.wait(self._initial_delay_seconds):
+            return
+        while not self._stop_event.is_set():
+            try:
+                self._refresh_snapshot()
+            except Exception:  # pragma: no cover - scheduler best effort logging
+                logger.exception("Scheduled finance dashboard snapshot failed")
+            if self._stop_event.wait(self._interval_seconds):
+                break
+
+    def _refresh_snapshot(self) -> None:
+        db = get_session_factory()()
+        try:
+            dashboard = FinanceDashboardSnapshotService(db).refresh_default_snapshot()
+            db.commit()
+            totals = dashboard.totals or {}
+            logger.info(
+                "Finance dashboard snapshot generated at=%s count=%s amount=%s",
+                datetime.now(self._timezone).isoformat(),
+                totals.get("reimbursementCount"),
+                totals.get("reimbursementAmount"),
+            )
+        except Exception:
+            db.rollback()
+            raise
+        finally:
+            db.close()
+
+
+finance_dashboard_scheduler = FinanceDashboardScheduler()
--- a/server/src/app/services/finance_dashboard_snapshot.py
+++ b/server/src/app/services/finance_dashboard_snapshot.py
@@ -0,0 +1,268 @@
+from __future__ import annotations
+
+from datetime import UTC, datetime, timedelta
+from time import perf_counter
+from typing import Any
+
+from sqlalchemy import select
+from sqlalchemy.orm import Session, selectinload
+
+from app.core.agent_enums import (
+    AgentName,
+    AgentPermissionLevel,
+    AgentRunSource,
+    AgentRunStatus,
+    AgentToolType,
+)
+from app.models.agent_run import AgentRun
+from app.schemas.finance_dashboard import FinanceDashboardRead
+from app.services.agent_runs import AgentRunService
+from app.services.finance_dashboard import FinanceDashboardService
+
+FINANCE_DASHBOARD_TASK_TYPE = "finance_dashboard_snapshot"
+FINANCE_DASHBOARD_TOOL_NAME = "digital_employee.finance_dashboard.snapshot"
+SNAPSHOT_TTL_SECONDS = 120
+SNAPSHOT_SCHEMA_VERSION = "finance-dashboard-ranking-v2"
+
+
+class FinanceDashboardSnapshotService:
+    def __init__(self, db: Session) -> None:
+        self.db = db
+
+    def build_dashboard(
+        self,
+        *,
+        range_key: str = "近30日",
+        start_date: Any = None,
+        end_date: Any = None,
+        trend_range: str = "近12天",
+        department_range: str = "本月",
+    ) -> FinanceDashboardRead:
+        key = self._cache_key(
+            range_key=range_key,
+            start_date=start_date,
+            end_date=end_date,
+            trend_range=trend_range,
+            department_range=department_range,
+        )
+        snapshot = self._latest_fresh_snapshot(key)
+        if snapshot is not None:
+            return snapshot
+        return self.refresh_snapshot(
+            range_key=range_key,
+            start_date=start_date,
+            end_date=end_date,
+            trend_range=trend_range,
+            department_range=department_range,
+            source=AgentRunSource.SYSTEM_EVENT.value,
+        )
+
+    def refresh_default_snapshot(self) -> FinanceDashboardRead:
+        return self.refresh_snapshot(
+            range_key="近30日",
+            trend_range="近12天",
+            department_range="本月",
+            source=AgentRunSource.SCHEDULE.value,
+        )
+
+    def refresh_snapshot(
+        self,
+        *,
+        range_key: str,
+        start_date: Any = None,
+        end_date: Any = None,
+        trend_range: str,
+        department_range: str,
+        source: str,
+    ) -> FinanceDashboardRead:
+        key = self._cache_key(
+            range_key=range_key,
+            start_date=start_date,
+            end_date=end_date,
+            trend_range=trend_range,
+            department_range=department_range,
+        )
+        run_service = AgentRunService(self.db)
+        run = run_service.create_run(
+            agent=AgentName.HERMES.value,
+            source=source,
+            user_id="digital_employee",
+            ontology_json={
+                "scenario": "finance_dashboard",
+                "intent": "snapshot",
+            },
+            route_json={
+                "task_type": FINANCE_DASHBOARD_TASK_TYPE,
+                "job_type": FINANCE_DASHBOARD_TASK_TYPE,
+                "selected_agent": AgentName.HERMES.value,
+                "snapshot_key": key,
+                "params": {
+                    "range_key": range_key,
+                    "start_date": self._date_text(start_date),
+                    "end_date": self._date_text(end_date),
+                    "trend_range": trend_range,
+                    "department_range": department_range,
+                },
+                "phase": "running",
+                "heartbeat_at": datetime.now(UTC).isoformat(),
+            },
+            permission_level=AgentPermissionLevel.READ.value,
+            status=AgentRunStatus.RUNNING.value,
+        )
+        timer = perf_counter()
+        try:
+            dashboard = FinanceDashboardService(self.db).build_dashboard(
+                range_key=range_key,
+                start_date=start_date,
+                end_date=end_date,
+                trend_range=trend_range,
+                department_range=department_range,
+            )
+            duration_ms = int((perf_counter() - timer) * 1000)
+            payload = dashboard.model_dump(mode="json")
+            summary = self._summary(payload)
+            run_service.record_tool_call(
+                run_id=run.run_id,
+                tool_type=AgentToolType.DATABASE.value,
+                tool_name=FINANCE_DASHBOARD_TOOL_NAME,
+                request_json={
+                    "task_type": FINANCE_DASHBOARD_TASK_TYPE,
+                    "snapshot_key": key,
+                },
+                response_json={
+                    "task_type": FINANCE_DASHBOARD_TASK_TYPE,
+                    "summary": summary,
+                    "payload": payload,
+                },
+                status=AgentRunStatus.SUCCEEDED.value,
+                duration_ms=duration_ms,
+            )
+            run_service.merge_route_json(
+                run.run_id,
+                {
+                    "phase": "succeeded",
+                    "snapshot_key": key,
+                    "snapshot_payload": payload,
+                    "summary": summary,
+                    "expires_at": (
+                        datetime.now(UTC) + timedelta(seconds=SNAPSHOT_TTL_SECONDS)
+                    ).isoformat(),
+                    "heartbeat_at": datetime.now(UTC).isoformat(),
+                },
+                status=AgentRunStatus.SUCCEEDED.value,
+                result_summary=(
+                    f"财务看板指标快照已生成：{summary['reimbursement_count']} 单，"
+                    f"金额 {summary['reimbursement_amount']:.2f} 元。"
+                ),
+                finished_at=datetime.now(UTC),
+            )
+            return dashboard
+        except Exception as exc:
+            run_service.merge_route_json(
+                run.run_id,
+                {
+                    "phase": "failed",
+                    "snapshot_key": key,
+                    "heartbeat_at": datetime.now(UTC).isoformat(),
+                },
+                status=AgentRunStatus.FAILED.value,
+                error_message=str(exc),
+                finished_at=datetime.now(UTC),
+            )
+            raise
+
+    def _latest_fresh_snapshot(self, key: str) -> FinanceDashboardRead | None:
+        now = datetime.now(UTC)
+        for run in self._recent_snapshot_runs():
+            route_json = run.route_json or {}
+            if str(route_json.get("snapshot_key") or "") != key:
+                continue
+            payload = route_json.get("snapshot_payload")
+            if not isinstance(payload, dict):
+                payload = self._payload_from_tool_call(run)
+            if not isinstance(payload, dict):
+                continue
+            expires_at = self._parse_datetime(route_json.get("expires_at"))
+            if expires_at is None or expires_at <= now:
+                continue
+            return FinanceDashboardRead.model_validate(payload)
+        return None
+
+    def _recent_snapshot_runs(self) -> list[AgentRun]:
+        stmt = (
+            select(AgentRun)
+            .options(selectinload(AgentRun.tool_calls))
+            .where(
+                AgentRun.agent == AgentName.HERMES.value,
+                AgentRun.status == AgentRunStatus.SUCCEEDED.value,
+            )
+            .order_by(AgentRun.started_at.desc())
+            .limit(80)
+        )
+        runs = list(self.db.scalars(stmt).all())
+        return [
+            run
+            for run in runs
+            if str((run.route_json or {}).get("task_type") or "") == FINANCE_DASHBOARD_TASK_TYPE
+        ]
+
+    @staticmethod
+    def _payload_from_tool_call(run: AgentRun) -> dict[str, Any] | None:
+        for tool_call in run.tool_calls:
+            if tool_call.tool_name != FINANCE_DASHBOARD_TOOL_NAME:
+                continue
+            payload = (tool_call.response_json or {}).get("payload")
+            return payload if isinstance(payload, dict) else None
+        return None
+
+    @staticmethod
+    def _summary(payload: dict[str, Any]) -> dict[str, Any]:
+        totals = payload.get("totals") if isinstance(payload.get("totals"), dict) else {}
+        return {
+            "finance_snapshot_count": 1,
+            "reimbursement_count": int(totals.get("reimbursementCount") or 0),
+            "reimbursement_amount": float(totals.get("reimbursementAmount") or 0),
+            "pending_payment_amount": float(totals.get("pendingPaymentAmount") or 0),
+            "budget_metric_count": len(payload.get("budget_metrics") or []),
+            "department_count": len(payload.get("department_ranking") or []),
+        }
+
+    @classmethod
+    def _cache_key(
+        cls,
+        *,
+        range_key: str,
+        start_date: Any,
+        end_date: Any,
+        trend_range: str,
+        department_range: str,
+    ) -> str:
+        return "|".join(
+            [
+                SNAPSHOT_SCHEMA_VERSION,
+                str(range_key or ""),
+                cls._date_text(start_date),
+                cls._date_text(end_date),
+                str(trend_range or ""),
+                str(department_range or ""),
+            ]
+        )
+
+    @staticmethod
+    def _date_text(value: Any) -> str:
+        if value is None:
+            return ""
+        if hasattr(value, "isoformat"):
+            return str(value.isoformat())
+        return str(value or "")
+
+    @staticmethod
+    def _parse_datetime(value: Any) -> datetime | None:
+        normalized = str(value or "").strip()
+        if not normalized:
+            return None
+        try:
+            parsed = datetime.fromisoformat(normalized)
+        except ValueError:
+            return None
+        return parsed if parsed.tzinfo is not None else parsed.replace(tzinfo=UTC)
--- a/server/src/app/services/finance_report_context.py
+++ b/server/src/app/services/finance_report_context.py
@@ -0,0 +1,319 @@
+from __future__ import annotations
+
+from dataclasses import asdict, dataclass
+from datetime import UTC, date, datetime, timedelta
+from decimal import Decimal
+from typing import Any, Literal
+from zoneinfo import ZoneInfo
+
+from sqlalchemy import select
+from sqlalchemy.orm import Session
+
+from app.models.agent_run import AgentRun
+from app.models.employee_behavior_profile import EmployeeBehaviorProfileSnapshot
+from app.models.risk_observation import RiskObservation
+from app.services.finance_dashboard import FinanceDashboardService
+
+FinanceReportType = Literal["weekly", "quarterly", "annual"]
+
+
+@dataclass(frozen=True, slots=True)
+class FinanceReportPeriod:
+    report_type: FinanceReportType
+    start_date: date
+    end_date: date
+    label: str
+    title: str
+
+    def to_dict(self) -> dict[str, Any]:
+        payload = asdict(self)
+        payload["start_date"] = self.start_date.isoformat()
+        payload["end_date"] = self.end_date.isoformat()
+        return payload
+
+
+class FinanceReportContextService:
+    def __init__(self, db: Session) -> None:
+        self.db = db
+
+    def build_context(
+        self,
+        *,
+        report_type: FinanceReportType = "weekly",
+        start_date: date | None = None,
+        end_date: date | None = None,
+        now: datetime | None = None,
+    ) -> dict[str, Any]:
+        generated_at = now or datetime.now(UTC)
+        period = self.resolve_period(
+            report_type=report_type,
+            start_date=start_date,
+            end_date=end_date,
+            now=generated_at,
+        )
+        dashboard = FinanceDashboardService(self.db).build_dashboard(
+            range_key="自定义",
+            start_date=period.start_date,
+            end_date=period.end_date,
+            trend_range="近12天" if report_type == "weekly" else "近30天",
+            department_range="本季度" if report_type != "weekly" else "本月",
+        )
+        dashboard_payload = dashboard.model_dump(mode="json")
+        risk_summary = self._risk_summary(period)
+        profile_summary = self._profile_summary(period)
+        digital_employee_summary = self._digital_employee_summary(period)
+        actions = self._action_items(dashboard_payload, risk_summary)
+        insights = self._insights(dashboard_payload, risk_summary, profile_summary, actions)
+
+        return {
+            "report_type": report_type,
+            "period": period.to_dict(),
+            "generated_at": generated_at.isoformat(),
+            "dashboard": dashboard_payload,
+            "risk_summary": risk_summary,
+            "profile_summary": profile_summary,
+            "digital_employee_summary": digital_employee_summary,
+            "insights": insights,
+            "action_items": actions,
+            "summary": self._summary(dashboard_payload, risk_summary, actions),
+        }
+
+    @staticmethod
+    def resolve_period(
+        *,
+        report_type: FinanceReportType,
+        start_date: date | None,
+        end_date: date | None,
+        now: datetime,
+    ) -> FinanceReportPeriod:
+        if start_date and end_date:
+            begin = min(start_date, end_date)
+            finish = max(start_date, end_date)
+            return FinanceReportPeriod(
+                report_type=report_type,
+                start_date=begin,
+                end_date=finish,
+                label=f"{begin.isoformat()} 至 {finish.isoformat()}",
+                title=_report_title(report_type),
+            )
+
+        local_now = now.astimezone(ZoneInfo("Asia/Shanghai")) if now.tzinfo else now
+        today = local_now.date()
+        if report_type == "annual":
+            year = today.year - 1
+            begin = date(year, 1, 1)
+            finish = date(year, 12, 31)
+            label = f"{year} 年"
+        elif report_type == "quarterly":
+            current_quarter = (today.month - 1) // 3 + 1
+            year = today.year
+            quarter = current_quarter - 1
+            if quarter <= 0:
+                quarter = 4
+                year -= 1
+            month = (quarter - 1) * 3 + 1
+            begin = date(year, month, 1)
+            finish = _month_end(year, month + 2)
+            label = f"{year} 年 Q{quarter}"
+        else:
+            current_week_start = today - timedelta(days=today.weekday())
+            begin = current_week_start - timedelta(days=7)
+            finish = current_week_start - timedelta(days=1)
+            label = f"{begin.isoformat()} 至 {finish.isoformat()}"
+
+        return FinanceReportPeriod(
+            report_type=report_type,
+            start_date=begin,
+            end_date=finish,
+            label=label,
+            title=_report_title(report_type),
+        )
+
+    def _risk_summary(self, period: FinanceReportPeriod) -> dict[str, Any]:
+        start_dt = _day_start(period.start_date)
+        end_dt = _day_after(period.end_date)
+        rows = list(
+            self.db.scalars(
+                select(RiskObservation).where(
+                    RiskObservation.created_at >= start_dt,
+                    RiskObservation.created_at < end_dt,
+                )
+            ).all()
+        )
+        high_rows = [row for row in rows if str(row.risk_level or "").lower() == "high"]
+        pending_rows = [
+            row for row in rows if str(row.status or "").lower() in {"pending_review", "open"}
+        ]
+        top_signals: dict[str, int] = {}
+        for row in rows:
+            label = str(row.title or row.risk_signal or "风险观察").strip()
+            top_signals[label] = top_signals.get(label, 0) + 1
+        return {
+            "risk_count": len(rows),
+            "high_risk_count": len(high_rows),
+            "pending_review_count": len(pending_rows),
+            "top_signals": [
+                {"name": name, "count": count}
+                for name, count in sorted(
+                    top_signals.items(),
+                    key=lambda item: item[1],
+                    reverse=True,
+                )[:5]
+            ],
+        }
+
+    def _profile_summary(self, period: FinanceReportPeriod) -> dict[str, Any]:
+        start_dt = _day_start(period.start_date)
+        end_dt = _day_after(period.end_date)
+        rows = list(
+            self.db.scalars(
+                select(EmployeeBehaviorProfileSnapshot).where(
+                    EmployeeBehaviorProfileSnapshot.calculated_at >= start_dt,
+                    EmployeeBehaviorProfileSnapshot.calculated_at < end_dt,
+                )
+            ).all()
+        )
+        attention_rows = [
+            row
+            for row in rows
+            if str(row.profile_level or "").lower() in {"attention", "high", "warning"}
+            or int(row.profile_score or 0) >= 80
+        ]
+        return {
+            "snapshot_count": len(rows),
+            "attention_profile_count": len(attention_rows),
+            "top_profiles": [
+                {
+                    "name": row.subject_name,
+                    "department": row.department_name or "",
+                    "score": row.profile_score,
+                    "level": row.profile_level,
+                }
+                for row in sorted(
+                    rows,
+                    key=lambda item: int(item.profile_score or 0),
+                    reverse=True,
+                )[:5]
+            ],
+        }
+
+    def _digital_employee_summary(self, period: FinanceReportPeriod) -> dict[str, Any]:
+        start_dt = _day_start(period.start_date)
+        end_dt = _day_after(period.end_date)
+        rows = list(
+            self.db.scalars(
+                select(AgentRun).where(
+                    AgentRun.agent == "hermes",
+                    AgentRun.started_at >= start_dt,
+                    AgentRun.started_at < end_dt,
+                )
+            ).all()
+        )
+        succeeded = [row for row in rows if row.status == "succeeded"]
+        reports = [
+            row
+            for row in rows
+            if "finance_report" in str((row.route_json or {}).get("task_type") or "")
+        ]
+        return {
+            "run_count": len(rows),
+            "succeeded_count": len(succeeded),
+            "report_count": len(reports),
+        }
+
+    def _action_items(
+        self,
+        dashboard: dict[str, Any],
+        risk: dict[str, Any],
+    ) -> list[dict[str, Any]]:
+        actions: list[dict[str, Any]] = []
+        for item in list(dashboard.get("bottlenecks") or [])[:4]:
+            name = str(item.get("name") or "财务关注项").strip()
+            tone = str(item.get("tone") or "neutral").strip()
+            if tone in {"warning", "danger"}:
+                actions.append(
+                    {
+                        "title": name,
+                        "owner": str(item.get("role") or "财务运营组"),
+                        "priority": "high" if tone == "danger" else "medium",
+                        "suggestion": (
+                            f"请跟进{name}："
+                            f"{item.get('duration') or ''} {item.get('status') or ''}"
+                        ).strip(),
+                    }
+                )
+        if int(risk.get("pending_review_count") or 0) > 0:
+            actions.append(
+                {
+                    "title": "风险观察待复核",
+                    "owner": "风控与审计部",
+                    "priority": "high",
+                    "suggestion": f"当前有 {risk['pending_review_count']} 条风险观察待复核。",
+                }
+            )
+        return actions[:6]
+
+    def _insights(
+        self,
+        dashboard: dict[str, Any],
+        risk: dict[str, Any],
+        profile: dict[str, Any],
+        actions: list[dict[str, Any]],
+    ) -> list[str]:
+        totals = dashboard.get("totals") if isinstance(dashboard.get("totals"), dict) else {}
+        amount = float(totals.get("reimbursementAmount") or 0)
+        count = int(totals.get("reimbursementCount") or 0)
+        budget_rate = float(totals.get("budgetUsageRate") or 0)
+        insights = [
+            f"本周期报销 {count} 单，费用金额 {_money(amount)}。",
+            f"预算使用率 {budget_rate:.1f}%，需关注预算预警和预占释放。",
+            (
+                f"风险观察 {risk.get('risk_count', 0)} 条，"
+                f"其中高风险 {risk.get('high_risk_count', 0)} 条。"
+            ),
+        ]
+        if int(profile.get("attention_profile_count") or 0) > 0:
+            insights.append(f"员工画像中有 {profile['attention_profile_count']} 个高关注样本。")
+        if actions:
+            insights.append(f"数字员工整理出 {len(actions)} 项管理动作，建议纳入本周跟进。")
+        return insights[:5]
+
+    @staticmethod
+    def _summary(
+        dashboard: dict[str, Any],
+        risk: dict[str, Any],
+        actions: list[dict[str, Any]],
+    ) -> dict[str, Any]:
+        totals = dashboard.get("totals") if isinstance(dashboard.get("totals"), dict) else {}
+        return {
+            "reimbursement_count": int(totals.get("reimbursementCount") or 0),
+            "reimbursement_amount": float(totals.get("reimbursementAmount") or 0),
+            "pending_payment_amount": float(totals.get("pendingPaymentAmount") or 0),
+            "risk_count": int(risk.get("risk_count") or 0),
+            "action_count": len(actions),
+        }
+
+
+def _report_title(report_type: str) -> str:
+    return {
+        "weekly": "财务经营周报",
+        "quarterly": "财务经营季报",
+        "annual": "财务经营年报",
+    }.get(report_type, "财务经营报告")
+
+
+def _month_end(year: int, month: int) -> date:
+    next_month = date(year + (month // 12), (month % 12) + 1, 1)
+    return next_month - timedelta(days=1)
+
+
+def _day_start(value: date) -> datetime:
+    return datetime.combine(value, datetime.min.time(), tzinfo=UTC)
+
+
+def _day_after(value: date) -> datetime:
+    return datetime.combine(value + timedelta(days=1), datetime.min.time(), tzinfo=UTC)
+
+
+def _money(value: float | Decimal) -> str:
+    return f"¥{float(value):,.0f}"
--- a/server/src/app/services/finance_report_mailer.py
+++ b/server/src/app/services/finance_report_mailer.py
@@ -0,0 +1,205 @@
+from __future__ import annotations
+
+import smtplib
+from dataclasses import asdict, dataclass
+from email.message import EmailMessage
+from pathlib import Path
+from typing import Any
+
+from sqlalchemy.orm import Session
+
+from app.core.secret_box import decrypt_secret
+from app.models.system_setting import SystemSetting
+from app.models.system_setting_secret import SystemSettingSecret
+from app.services.settings import SettingsService
+
+
+@dataclass(frozen=True, slots=True)
+class FinanceReportDeliveryResult:
+    status: str
+    recipients: list[str]
+    subject: str
+    message: str
+    smtp_host: str
+    attachment_name: str
+
+    def to_dict(self) -> dict[str, Any]:
+        return asdict(self)
+
+
+class FinanceReportMailer:
+    def __init__(self, db: Session) -> None:
+        self.db = db
+
+    def send_report(
+        self,
+        *,
+        context: dict[str, Any],
+        pdf_path: Path,
+        recipients: list[str] | None = None,
+        dry_run: bool = False,
+    ) -> FinanceReportDeliveryResult:
+        settings_row, secrets_row = SettingsService(self.db).ensure_settings_ready()
+        resolved_recipients = self._resolve_recipients(settings_row, recipients)
+        subject = self._subject(context)
+
+        missing = self._missing_config(settings_row, secrets_row, resolved_recipients)
+        if missing:
+            return FinanceReportDeliveryResult(
+                status="pending_configuration",
+                recipients=resolved_recipients,
+                subject=subject,
+                message=f"邮件未发送，缺少配置：{', '.join(missing)}。",
+                smtp_host=str(settings_row.smtp_host or ""),
+                attachment_name=pdf_path.name,
+            )
+
+        if dry_run:
+            return FinanceReportDeliveryResult(
+                status="dry_run",
+                recipients=resolved_recipients,
+                subject=subject,
+                message="邮件 dry-run 完成，未连接 SMTP。",
+                smtp_host=str(settings_row.smtp_host or ""),
+                attachment_name=pdf_path.name,
+            )
+
+        password = self._decrypt_password(secrets_row)
+        message = self._message(
+            settings_row=settings_row,
+            context=context,
+            pdf_path=pdf_path,
+            recipients=resolved_recipients,
+            subject=subject,
+        )
+        try:
+            self._send(settings_row, message, password)
+        except Exception as exc:
+            return FinanceReportDeliveryResult(
+                status="failed",
+                recipients=resolved_recipients,
+                subject=subject,
+                message=f"邮件发送失败：{exc}",
+                smtp_host=str(settings_row.smtp_host or ""),
+                attachment_name=pdf_path.name,
+            )
+        return FinanceReportDeliveryResult(
+            status="sent",
+            recipients=resolved_recipients,
+            subject=subject,
+            message="邮件已发送。",
+            smtp_host=str(settings_row.smtp_host or ""),
+            attachment_name=pdf_path.name,
+        )
+
+    def _message(
+        self,
+        *,
+        settings_row: SystemSetting,
+        context: dict[str, Any],
+        pdf_path: Path,
+        recipients: list[str],
+        subject: str,
+    ) -> EmailMessage:
+        sender_address = str(
+            settings_row.sender_address or settings_row.smtp_username or ""
+        ).strip()
+        sender_name = str(
+            settings_row.sender_name or settings_row.company_name or "X-Financial"
+        ).strip()
+        summary = context.get("summary") if isinstance(context.get("summary"), dict) else {}
+        insights = list(context.get("insights") or [])[:3]
+        body = "\n".join(
+            [
+                "各位好，",
+                "",
+                "数字员工已生成本期财务经营报告，摘要如下：",
+                *[f"- {item}" for item in insights],
+                "",
+                f"报销单数：{summary.get('reimbursement_count', 0)}",
+                f"报销金额：¥{float(summary.get('reimbursement_amount') or 0):,.0f}",
+                f"行动项：{summary.get('action_count', 0)}",
+                "",
+                "详细内容请查看附件 PDF。",
+            ]
+        )
+        message = EmailMessage()
+        message["Subject"] = subject
+        message["From"] = f"{sender_name} <{sender_address}>"
+        message["To"] = ", ".join(recipients)
+        message.set_content(body)
+        message.add_attachment(
+            pdf_path.read_bytes(),
+            maintype="application",
+            subtype="pdf",
+            filename=pdf_path.name,
+        )
+        return message
+
+    @staticmethod
+    def _resolve_recipients(
+        settings_row: SystemSetting,
+        override_recipients: list[str] | None,
+    ) -> list[str]:
+        raw_values = override_recipients or [
+            str(settings_row.default_receiver or ""),
+            str(settings_row.notice_email or ""),
+            str(settings_row.admin_email or ""),
+        ]
+        recipients: list[str] = []
+        for raw in raw_values:
+            for item in str(raw or "").replace(";", ",").split(","):
+                email = item.strip()
+                if email and "@" in email and email not in recipients:
+                    recipients.append(email)
+        return recipients
+
+    @staticmethod
+    def _missing_config(
+        settings_row: SystemSetting,
+        secrets_row: SystemSettingSecret,
+        recipients: list[str],
+    ) -> list[str]:
+        missing: list[str] = []
+        if not str(settings_row.smtp_host or "").strip():
+            missing.append("smtp_host")
+        if not int(settings_row.smtp_port or 0):
+            missing.append("smtp_port")
+        if not str(settings_row.sender_address or settings_row.smtp_username or "").strip():
+            missing.append("sender_address")
+        if not str(settings_row.smtp_username or "").strip():
+            missing.append("smtp_username")
+        if not str(secrets_row.smtp_password_encrypted or "").strip():
+            missing.append("smtp_password")
+        if not recipients:
+            missing.append("recipients")
+        return missing
+
+    @staticmethod
+    def _decrypt_password(secrets_row: SystemSettingSecret) -> str:
+        encrypted = str(secrets_row.smtp_password_encrypted or "").strip()
+        return decrypt_secret(encrypted) if encrypted else ""
+
+    @staticmethod
+    def _subject(context: dict[str, Any]) -> str:
+        period = context.get("period") if isinstance(context.get("period"), dict) else {}
+        title = str(period.get("title") or "财务经营报告")
+        label = str(period.get("label") or "").strip()
+        return f"X-Financial {title} | {label}".strip()
+
+    @staticmethod
+    def _send(settings_row: SystemSetting, message: EmailMessage, password: str) -> None:
+        host = str(settings_row.smtp_host or "").strip()
+        port = int(settings_row.smtp_port or 465)
+        username = str(settings_row.smtp_username or "").strip()
+        encryption = str(settings_row.smtp_encryption or "").strip().lower()
+        if "ssl" in encryption:
+            with smtplib.SMTP_SSL(host, port, timeout=20) as smtp:
+                smtp.login(username, password)
+                smtp.send_message(message)
+            return
+        with smtplib.SMTP(host, port, timeout=20) as smtp:
+            if "tls" in encryption or "starttls" in encryption:
+                smtp.starttls()
+            smtp.login(username, password)
+            smtp.send_message(message)
--- a/server/src/app/services/finance_report_renderer.py
+++ b/server/src/app/services/finance_report_renderer.py
@@ -0,0 +1,397 @@
+from __future__ import annotations
+
+import html
+import re
+from dataclasses import dataclass
+from pathlib import Path
+from typing import Any
+
+from app.core.config import get_settings
+
+
+@dataclass(frozen=True, slots=True)
+class RenderedFinanceReport:
+    html_path: Path
+    pdf_path: Path
+    storage_key: str
+    title: str
+    page_count: int
+
+
+class FinanceReportRenderer:
+    def render(self, context: dict[str, Any]) -> RenderedFinanceReport:
+        report_dir = self._report_dir(context)
+        report_dir.mkdir(parents=True, exist_ok=True)
+        title = str((context.get("period") or {}).get("title") or "财务经营报告")
+        html_text = self.render_html(context)
+        html_path = report_dir / "report.html"
+        pdf_path = report_dir / "report.pdf"
+        html_path.write_text(html_text, encoding="utf-8")
+        page_count = SimpleFinancePdfWriter().write(pdf_path, context)
+        return RenderedFinanceReport(
+            html_path=html_path,
+            pdf_path=pdf_path,
+            storage_key=self._storage_key(pdf_path),
+            title=title,
+            page_count=page_count,
+        )
+
+    def render_html(self, context: dict[str, Any]) -> str:
+        period = context.get("period") or {}
+        dashboard = context.get("dashboard") or {}
+        totals = dashboard.get("totals") if isinstance(dashboard.get("totals"), dict) else {}
+        trend = dashboard.get("trend") if isinstance(dashboard.get("trend"), dict) else {}
+        departments = list(dashboard.get("department_ranking") or [])
+        top_claims = list(dashboard.get("top_claims") or [])
+        actions = list(context.get("action_items") or [])
+        insights = list(context.get("insights") or [])
+        return f"""<!doctype html>
+<html lang="zh-CN">
+<head>
+  <meta charset="utf-8" />
+  <title>{_e(period.get("title"))}</title>
+  <style>
+    body {{
+      margin: 0;
+      font-family: "Noto Sans CJK SC", "Microsoft YaHei", sans-serif;
+      color: #1f2937;
+      background: #f7f9fc;
+    }}
+    .page {{ width: 980px; margin: 0 auto; padding: 36px 42px; background: #fff; }}
+    .cover {{ border-bottom: 3px solid #2f6fed; padding-bottom: 24px; }}
+    h1 {{ margin: 0 0 10px; font-size: 30px; color: #172554; }}
+    h2 {{ margin: 28px 0 14px; font-size: 20px; color: #1e3a8a; }}
+    .muted {{ color: #64748b; }}
+    .grid {{ display: grid; grid-template-columns: repeat(4, 1fr); gap: 12px; }}
+    .metric {{ border: 1px solid #dbe4f0; border-radius: 6px; padding: 14px; background: #f8fbff; }}
+    .metric .label {{ color: #64748b; font-size: 13px; }}
+    .metric .value {{ margin-top: 8px; font-size: 24px; font-weight: 700; color: #0f172a; }}
+    .insight {{
+      border-left: 4px solid #2f6fed;
+      padding: 10px 14px;
+      background: #f8fbff;
+      margin: 8px 0;
+    }}
+    .bar-row {{ display: flex; align-items: center; gap: 10px; margin: 8px 0; }}
+    .bar-label {{ width: 120px; color: #475569; }}
+    .bar-track {{ flex: 1; height: 12px; background: #e2e8f0; border-radius: 0; overflow: hidden; }}
+    .bar-fill {{ height: 100%; background: #2f6fed; }}
+    table {{ width: 100%; border-collapse: collapse; margin-top: 8px; }}
+    th, td {{ padding: 10px 8px; border-bottom: 1px solid #e5edf7; text-align: left; }}
+    th {{ color: #475569; background: #f8fbff; }}
+  </style>
+</head>
+<body>
+  <main class="page">
+    <section class="cover">
+      <h1>{_e(period.get("title"))}</h1>
+      <div class="muted">
+        周期：{_e(period.get("label"))}　生成时间：{_e(context.get("generated_at"))}
+      </div>
+    </section>
+    <h2>管理摘要</h2>
+    {''.join(f'<div class="insight">{_e(item)}</div>' for item in insights)}
+    <h2>关键指标</h2>
+    <section class="grid">
+      {_metric_html("报销金额", _money(totals.get("reimbursementAmount")))}
+      {_metric_html("报销单数", f'{int(totals.get("reimbursementCount") or 0)} 单')}
+      {_metric_html("待付款", _money(totals.get("pendingPaymentAmount")))}
+      {_metric_html("预算使用率", f'{float(totals.get("budgetUsageRate") or 0):.1f}%')}
+    </section>
+    <h2>每日报销趋势</h2>
+    {_trend_html(trend)}
+    <h2>部门费用排行</h2>
+    {_ranking_html(departments, "amount")}
+    <h2>高额单据</h2>
+    {_top_claims_html(top_claims)}
+    <h2>行动清单</h2>
+    {_actions_html(actions)}
+  </main>
+</body>
+</html>"""
+
+    def _report_dir(self, context: dict[str, Any]) -> Path:
+        settings = get_settings()
+        period = context.get("period") or {}
+        report_type = str(context.get("report_type") or "weekly")
+        label = re.sub(r"[^0-9A-Za-z\u4e00-\u9fff_-]+", "_", str(period.get("label") or "latest"))
+        return settings.resolved_storage_root_dir / "finance_reports" / report_type / label
+
+    @staticmethod
+    def _storage_key(pdf_path: Path) -> str:
+        root = get_settings().resolved_storage_root_dir.resolve()
+        return pdf_path.resolve().relative_to(root).as_posix()
+
+
+class SimpleFinancePdfWriter:
+    width = 595
+    height = 842
+    margin = 48
+
+    def write(self, path: Path, context: dict[str, Any]) -> int:
+        pages = self._build_pages(context)
+        objects: list[bytes] = []
+        page_ids: list[int] = []
+        font_id = 3
+        for page in pages:
+            content = self._content_stream(page)
+            content_id = len(objects) + 4
+            page_id = len(objects) + 5
+            objects.append(
+                f"<< /Length {len(content)} >>\nstream\n".encode("latin-1")
+                + content
+                + b"\nendstream"
+            )
+            objects.append(
+                (
+                    f"<< /Type /Page /Parent 2 0 R /MediaBox [0 0 {self.width} {self.height}] "
+                    f"/Resources << /Font << /F1 {font_id} 0 R >> >> /Contents {content_id} 0 R >>"
+                ).encode("latin-1")
+            )
+            page_ids.append(page_id)
+
+        catalog = b"<< /Type /Catalog /Pages 2 0 R >>"
+        kids = " ".join(f"{page_id} 0 R" for page_id in page_ids)
+        pages_obj = f"<< /Type /Pages /Kids [{kids}] /Count {len(page_ids)} >>".encode("latin-1")
+        font_obj = (
+            b"<< /Type /Font /Subtype /Type0 /BaseFont /STSong-Light "
+            b"/Encoding /UniGB-UCS2-H /DescendantFonts ["
+            b"<< /Type /Font /Subtype /CIDFontType0 /BaseFont /STSong-Light "
+            b"/CIDSystemInfo << /Registry (Adobe) /Ordering (GB1) /Supplement 5 >> >>] >>"
+        )
+        all_objects = [catalog, pages_obj, font_obj, *objects]
+        self._write_pdf(path, all_objects)
+        return len(pages)
+
+    def _build_pages(self, context: dict[str, Any]) -> list[list[dict[str, Any]]]:
+        period = context.get("period") or {}
+        dashboard = context.get("dashboard") or {}
+        totals = dashboard.get("totals") if isinstance(dashboard.get("totals"), dict) else {}
+        trend = dashboard.get("trend") if isinstance(dashboard.get("trend"), dict) else {}
+        departments = list(dashboard.get("department_ranking") or [])
+        actions = list(context.get("action_items") or [])
+        insights = list(context.get("insights") or [])
+        pages: list[list[dict[str, Any]]] = []
+        pages.append(
+            [
+                {"type": "title", "text": str(period.get("title") or "财务经营报告")},
+                {"type": "text", "text": f"报告周期：{period.get('label') or ''}"},
+                {"type": "text", "text": f"生成时间：{context.get('generated_at') or ''}"},
+                {"type": "heading", "text": "管理摘要"},
+                *[{"type": "bullet", "text": str(item)} for item in insights],
+                {"type": "heading", "text": "关键指标"},
+                {
+                    "type": "metrics",
+                    "items": [
+                        ("报销金额", _money(totals.get("reimbursementAmount"))),
+                        ("报销单数", f"{int(totals.get('reimbursementCount') or 0)} 单"),
+                        ("待付款", _money(totals.get("pendingPaymentAmount"))),
+                        ("预算使用率", f"{float(totals.get('budgetUsageRate') or 0):.1f}%"),
+                    ],
+                },
+            ]
+        )
+        pages.append(
+            [
+                {"type": "heading", "text": "每日报销趋势"},
+                {
+                    "type": "bars",
+                    "labels": trend.get("labels") or [],
+                    "values": trend.get("claimAmount") or [],
+                },
+                {"type": "heading", "text": "部门费用排行"},
+                {
+                    "type": "bars",
+                    "labels": [str(item.get("name") or "") for item in departments[:8]],
+                    "values": [float(item.get("amount") or 0) for item in departments[:8]],
+                },
+            ]
+        )
+        pages.append(
+            [
+                {"type": "heading", "text": "行动清单"},
+                *[
+                    {
+                        "type": "bullet",
+                        "text": (
+                            f"{item.get('title')} / {item.get('owner')}："
+                            f"{item.get('suggestion')}"
+                        ),
+                    }
+                    for item in actions
+                ],
+            ]
+        )
+        return pages
+
+    def _content_stream(self, blocks: list[dict[str, Any]]) -> bytes:
+        commands: list[str] = ["q", "1 1 1 rg 0 0 595 842 re f"]
+        y = self.height - self.margin
+        for block in blocks:
+            block_type = block["type"]
+            if block_type == "title":
+                commands.extend(self._text(block["text"], self.margin, y, 24, "0.05 0.15 0.35"))
+                y -= 42
+            elif block_type == "heading":
+                y -= 8
+                commands.extend(self._text(block["text"], self.margin, y, 15, "0.10 0.25 0.55"))
+                y -= 26
+            elif block_type == "text":
+                commands.extend(self._text(block["text"], self.margin, y, 10, "0.25 0.30 0.38"))
+                y -= 18
+            elif block_type == "bullet":
+                lines = self._wrap(str(block["text"]), 34)
+                for line in lines:
+                    commands.extend(self._text(f"• {line}", self.margin, y, 10, "0.12 0.16 0.22"))
+                    y -= 17
+            elif block_type == "metrics":
+                y = self._metrics(commands, block["items"], y)
+            elif block_type == "bars":
+                y = self._bars(commands, block.get("labels") or [], block.get("values") or [], y)
+        commands.append("Q")
+        return "\n".join(commands).encode("latin-1")
+
+    def _metrics(self, commands: list[str], items: list[tuple[str, str]], y: int) -> int:
+        box_w = 122
+        for index, (label, value) in enumerate(items):
+            x = self.margin + index * (box_w + 8)
+            commands.append("0.95 0.97 1.00 rg")
+            commands.append(f"{x} {y - 48} {box_w} 46 re f")
+            commands.extend(self._text(label, x + 8, y - 18, 8, "0.35 0.42 0.50"))
+            commands.extend(self._text(value, x + 8, y - 36, 13, "0.05 0.15 0.35"))
+        return y - 68
+
+    def _bars(self, commands: list[str], labels: list[Any], values: list[Any], y: int) -> int:
+        pairs = [
+            (str(label), float(value or 0))
+            for label, value in zip(labels, values, strict=False)
+        ]
+        max_value = max([value for _label, value in pairs] or [1])
+        for label, value in pairs[:10]:
+            width = 310 * (value / max_value) if max_value else 0
+            commands.extend(self._text(_trim(label, 14), self.margin, y, 9, "0.25 0.30 0.38"))
+            commands.append("0.88 0.92 0.96 rg")
+            commands.append(f"{self.margin + 90} {y - 4} 320 8 re f")
+            commands.append("0.18 0.44 0.93 rg")
+            commands.append(f"{self.margin + 90} {y - 4} {width:.1f} 8 re f")
+            commands.extend(self._text(_money(value), self.margin + 420, y, 8, "0.25 0.30 0.38"))
+            y -= 22
+        return y - 8
+
+    @staticmethod
+    def _text(text: Any, x: int | float, y: int | float, size: int, color: str) -> list[str]:
+        return [
+            f"{color} rg",
+            "BT",
+            f"/F1 {size} Tf",
+            f"{x:.1f} {y:.1f} Td",
+            f"<{_pdf_hex(str(text))}> Tj",
+            "ET",
+        ]
+
+    @staticmethod
+    def _wrap(text: str, length: int) -> list[str]:
+        value = str(text or "").strip()
+        return [value[index : index + length] for index in range(0, len(value), length)] or [""]
+
+    @staticmethod
+    def _write_pdf(path: Path, objects: list[bytes]) -> None:
+        offsets: list[int] = []
+        payload = bytearray(b"%PDF-1.4\n%\xe2\xe3\xcf\xd3\n")
+        for index, obj in enumerate(objects, start=1):
+            offsets.append(len(payload))
+            payload.extend(f"{index} 0 obj\n".encode("latin-1"))
+            payload.extend(obj)
+            payload.extend(b"\nendobj\n")
+        xref_at = len(payload)
+        payload.extend(f"xref\n0 {len(objects) + 1}\n0000000000 65535 f \n".encode("latin-1"))
+        for offset in offsets:
+            payload.extend(f"{offset:010d} 00000 n \n".encode("latin-1"))
+        payload.extend(
+            (
+                f"trailer\n<< /Size {len(objects) + 1} /Root 1 0 R >>\n"
+                f"startxref\n{xref_at}\n%%EOF"
+            ).encode("latin-1")
+        )
+        path.write_bytes(bytes(payload))
+
+
+def _metric_html(label: str, value: str) -> str:
+    return (
+        f'<div class="metric"><div class="label">{_e(label)}</div>'
+        f'<div class="value">{_e(value)}</div></div>'
+    )
+
+
+def _trend_html(trend: dict[str, Any]) -> str:
+    labels = list(trend.get("labels") or [])
+    values = [float(value or 0) for value in list(trend.get("claimAmount") or [])]
+    return _bar_html(labels, values)
+
+
+def _ranking_html(rows: list[dict[str, Any]], value_key: str) -> str:
+    labels = [str(item.get("name") or "") for item in rows[:8]]
+    values = [float(item.get(value_key) or 0) for item in rows[:8]]
+    return _bar_html(labels, values)
+
+
+def _bar_html(labels: list[Any], values: list[float]) -> str:
+    max_value = max(values or [1])
+    rows = []
+    for label, value in zip(labels, values, strict=False):
+        width = 100 * value / max_value if max_value else 0
+        rows.append(
+            '<div class="bar-row">'
+            f'<div class="bar-label">{_e(label)}</div>'
+            f'<div class="bar-track"><div class="bar-fill" style="width:{width:.1f}%"></div></div>'
+            f'<div>{_e(_money(value))}</div>'
+            "</div>"
+        )
+    return "".join(rows) or '<div class="muted">暂无数据</div>'
+
+
+def _top_claims_html(rows: list[dict[str, Any]]) -> str:
+    body = "".join(
+        "<tr>"
+        f"<td>{_e(item.get('claimNo'))}</td>"
+        f"<td>{_e(item.get('employeeName'))}</td>"
+        f"<td>{_e(item.get('departmentName'))}</td>"
+        f"<td>{_e(item.get('amountLabel') or _money(item.get('amount')))}</td>"
+        "</tr>"
+        for item in rows[:6]
+    )
+    return (
+        "<table><thead><tr><th>单号</th><th>员工</th><th>部门</th><th>金额</th>"
+        f"</tr></thead><tbody>{body}</tbody></table>"
+    )
+
+
+def _actions_html(rows: list[dict[str, Any]]) -> str:
+    if not rows:
+        return '<div class="muted">暂无需要升级的行动项。</div>'
+    return "".join(
+        (
+            f'<div class="insight"><strong>{_e(item.get("title"))}</strong>'
+            f'｜{_e(item.get("owner"))}<br>{_e(item.get("suggestion"))}</div>'
+        )
+        for item in rows
+    )
+
+
+def _e(value: Any) -> str:
+    return html.escape(str(value or ""))
+
+
+def _money(value: Any) -> str:
+    try:
+        return f"¥{float(value or 0):,.0f}"
+    except (TypeError, ValueError):
+        return "¥0"
+
+
+def _trim(value: str, max_len: int) -> str:
+    return value if len(value) <= max_len else value[: max_len - 1] + "…"
+
+
+def _pdf_hex(value: str) -> str:
+    return value.encode("utf-16-be").hex().upper()
--- a/server/src/app/services/finance_report_scheduler.py
+++ b/server/src/app/services/finance_report_scheduler.py
@@ -0,0 +1,143 @@
+from __future__ import annotations
+
+import os
+import threading
+from datetime import datetime, time, timedelta
+from zoneinfo import ZoneInfo
+
+from sqlalchemy import select
+
+from app.core.agent_enums import AgentRunSource, AgentRunStatus
+from app.core.logging import get_logger
+from app.db.session import get_session_factory
+from app.models.agent_run import AgentRun
+from app.services.digital_employee_finance_report_task import (
+    FINANCE_REPORT_TASK_TYPE,
+    DigitalEmployeeFinanceReportTaskService,
+)
+
+logger = get_logger("app.services.finance_report_scheduler")
+
+
+class FinanceReportScheduler:
+    def __init__(self) -> None:
+        timezone_name = str(os.environ.get("X_FINANCIAL_SCHEDULER_TZ") or "Asia/Shanghai").strip()
+        report_time = str(os.environ.get("X_FINANCIAL_FINANCE_REPORT_TIME") or "08:30").strip()
+        initial_delay = int(
+            os.environ.get("X_FINANCIAL_FINANCE_REPORT_INITIAL_DELAY_SECONDS") or "36"
+        )
+        self._timezone = ZoneInfo(timezone_name or "Asia/Shanghai")
+        self._report_time = self._parse_time(report_time)
+        self._initial_delay_seconds = max(1, initial_delay)
+        self._stop_event = threading.Event()
+        self._thread: threading.Thread | None = None
+        self._lock = threading.Lock()
+
+    def start(self) -> None:
+        with self._lock:
+            if self._thread is not None and self._thread.is_alive():
+                return
+            self._stop_event.clear()
+            self._thread = threading.Thread(
+                target=self._run_loop,
+                name="finance-report-scheduler",
+                daemon=True,
+            )
+            self._thread.start()
+            logger.info(
+                "Finance report scheduler started timezone=%s report_time=%s",
+                self._timezone.key,
+                self._report_time.strftime("%H:%M"),
+            )
+
+    def shutdown(self) -> None:
+        with self._lock:
+            thread = self._thread
+            self._thread = None
+        self._stop_event.set()
+        if thread is not None and thread.is_alive():
+            thread.join(timeout=3)
+        logger.info("Finance report scheduler stopped")
+
+    def _run_loop(self) -> None:
+        if self._stop_event.wait(self._initial_delay_seconds):
+            return
+        while not self._stop_event.is_set():
+            wait_seconds = self._seconds_until_next_report_time()
+            if self._stop_event.wait(wait_seconds):
+                break
+            self._run_due_reports()
+
+    def _run_due_reports(self) -> None:
+        now = datetime.now(self._timezone)
+        due_types = ["weekly"]
+        if now.day <= 7 and now.month in {1, 4, 7, 10}:
+            due_types.append("quarterly")
+        if now.day <= 7 and now.month == 1:
+            due_types.append("annual")
+        for report_type in due_types:
+            self._run_report_once(report_type=report_type, now=now)
+
+    def _run_report_once(self, *, report_type: str, now: datetime) -> None:
+        db = get_session_factory()()
+        try:
+            if self._already_generated(db, report_type=report_type, now=now):
+                return
+            result = DigitalEmployeeFinanceReportTaskService(db).generate_report(
+                report_type=report_type,  # type: ignore[arg-type]
+                source=AgentRunSource.SCHEDULE.value,
+            )
+            db.commit()
+            logger.info(
+                "Finance report generated type=%s status=%s",
+                report_type,
+                (result.get("delivery") or {}).get("status"),
+            )
+        except Exception:
+            db.rollback()
+            logger.exception("Scheduled finance report failed type=%s", report_type)
+        finally:
+            db.close()
+
+    def _already_generated(self, db, *, report_type: str, now: datetime) -> bool:
+        day_start = datetime.combine(
+            now.date(),
+            time.min,
+            tzinfo=self._timezone,
+        ).astimezone(ZoneInfo("UTC"))
+        day_end = day_start + timedelta(days=1)
+        stmt = (
+            select(AgentRun)
+            .where(AgentRun.started_at >= day_start)
+            .where(AgentRun.started_at < day_end)
+            .where(AgentRun.status == AgentRunStatus.SUCCEEDED.value)
+        )
+        for run in db.scalars(stmt).all():
+            route_json = run.route_json or {}
+            if (
+                str(route_json.get("task_type") or "") == FINANCE_REPORT_TASK_TYPE
+                and str(route_json.get("report_type") or "") == report_type
+            ):
+                return True
+        return False
+
+    def _seconds_until_next_report_time(self) -> float:
+        now = datetime.now(self._timezone)
+        target = datetime.combine(now.date(), self._report_time, tzinfo=self._timezone)
+        if target <= now:
+            target += timedelta(days=1)
+        return max(1.0, (target - now).total_seconds())
+
+    @staticmethod
+    def _parse_time(raw_value: str) -> time:
+        try:
+            hour_text, minute_text = str(raw_value or "").split(":", 1)
+            return time(
+                hour=max(0, min(int(hour_text), 23)),
+                minute=max(0, min(int(minute_text), 59)),
+            )
+        except Exception:
+            return time(hour=8, minute=30)
+
+
+finance_report_scheduler = FinanceReportScheduler()
--- a/server/src/app/services/orchestrator_execution.py
+++ b/server/src/app/services/orchestrator_execution.py
@@ -12,6 +12,9 @@ from app.schemas.agent_asset import AgentAssetListItem, AgentAssetRead
 from app.schemas.ontology import OntologyParseResult
 from app.schemas.orchestrator import OrchestratorRequest
 from app.schemas.user_agent import UserAgentRequest, UserAgentResponse
+from app.services.digital_employee_finance_report_task import (
+    DigitalEmployeeFinanceReportTaskService,
+)
 from app.services.hermes_employee_profile_scanner import HermesEmployeeProfileScannerService
 from app.services.hermes_risk_clue_collector import HermesRiskClueCollectorService
 from app.services.hermes_risk_scanner import HermesRiskScannerService
@@ -388,6 +391,11 @@ class OrchestratorExecutionEngine:
            )
        if task_type == "risk_clue_collect":
            return self._execute_risk_clue_collect(run_id=run_id, context_json=context_json)
+        if task_type == "finance_report_orchestration":
+            return self._execute_finance_report_orchestration(
+                run_id=run_id,
+                context_json=context_json,
+            )
        return None

    def _execute_risk_graph_scan(self, *, run_id: str, context_json: dict[str, Any]) -> ExecutionOutcome:
@@ -542,6 +550,56 @@ class OrchestratorExecutionEngine:
            failed_tool_count=1 if degraded else 0,
        )

+    def _execute_finance_report_orchestration(
+        self,
+        *,
+        run_id: str,
+        context_json: dict[str, Any],
+    ) -> ExecutionOutcome:
+        report_type = str(context_json.get("report_type") or "weekly").strip().lower()
+        if report_type not in {"weekly", "quarterly", "annual"}:
+            report_type = "weekly"
+        summary, degraded = self._invoke_tool(
+            run_id=run_id,
+            tool_type=AgentToolType.DATABASE.value,
+            tool_name="digital_employee.finance_report.orchestrate",
+            request_json={
+                "task_type": "finance_report_orchestration",
+                "report_type": report_type,
+            },
+            context_json=context_json,
+            executor=lambda: DigitalEmployeeFinanceReportTaskService(self.db).generate_report(
+                report_type=report_type,  # type: ignore[arg-type]
+                send_email=bool(context_json.get("send_email", True)),
+                dry_run_email=bool(context_json.get("dry_run_email", False)),
+                source=AgentRunSource.SCHEDULE.value,
+                run_id=run_id,
+                record_tool_call=False,
+            ),
+            fallback_factory=lambda exc: {
+                "message": f"财务报告生成失败，已保留失败记录：{exc}",
+                "degraded": True,
+            },
+        )
+        message = (
+            str(summary.get("message") or "").strip()
+            or "财务报告编排完成："
+            f"{summary.get('title', '财务经营报告')}，"
+            f"邮件状态 {(summary.get('delivery') or {}).get('status', 'skipped')}。"
+        )
+        return ExecutionOutcome(
+            status=AgentRunStatus.SUCCEEDED.value,
+            result={
+                "message": message,
+                "report_type": "finance_report_orchestration",
+                "summary": summary,
+                "degraded": degraded,
+            },
+            degraded=degraded,
+            tool_count=1,
+            failed_tool_count=1 if degraded else 0,
+        )
+
    @staticmethod
    def _resolve_task_type(task_asset: AgentAssetRead | None) -> str:
        if task_asset is None:
--- a/server/src/app/services/risk_observations.py
+++ b/server/src/app/services/risk_observations.py
@@ -5,7 +5,7 @@ from decimal import Decimal
 from typing import Any

 from sqlalchemy import func, select
-from sqlalchemy.orm import Session
+from sqlalchemy.orm import Session, joinedload

 from app.algorithem.risk_graph import RiskHistoryStats, RiskObservationDraft
 from app.db.base import Base
@@ -326,6 +326,7 @@ class RiskObservationService:
        since = datetime.now(UTC) - timedelta(days=window_days)
        stmt = (
            select(RiskObservation)
+            .options(joinedload(RiskObservation.claim))
            .where(RiskObservation.created_at >= since)
            .order_by(RiskObservation.created_at.desc())
            .limit(limit)
--- a/server/src/app/services/user_agent_application.py
+++ b/server/src/app/services/user_agent_application.py
@@ -178,6 +178,11 @@ class UserAgentApplicationMixin:
        step = self._resolve_expense_application_step(payload, facts)
        application_claim = None
        if step == "submitted":
+            editable_claim = self._find_editable_expense_application_record(payload)
+            if editable_claim is not None:
+                application_claim = self._update_expense_application_record(payload, facts, editable_claim)
+                facts["application_edit_mode"] = "true"
+            else:
                application_claim = self._find_duplicate_expense_application_record(payload, facts)
                if application_claim is not None:
                    step = "duplicate"
@@ -229,9 +234,14 @@ class UserAgentApplicationMixin:
        if step == "submitted":
            application_no = str(facts.get("application_no") or "").strip() or self._build_application_claim_no(payload, facts)
            manager_name = str(facts.get("manager_name") or "").strip() or "直属领导"
+            submitted_title = (
+                "申请单据已修改并重新提交，已进入审批流程。"
+                if str(facts.get("application_edit_mode") or "").strip().lower() == "true"
+                else "申请单据已生成，并已进入审批流程。"
+            )
            return "\n\n".join(
                [
-                    "申请单据已生成，并已进入审批流程。",
+                    submitted_title,
                    f"系统已推送给 {manager_name} 审核，当前节点：{manager_name}审核中。",
                    f"申请单号：{application_no}",
                    "下方是简要单据信息。需要查看完整详情时，请点击快捷方式进入单据详情。",
@@ -930,6 +940,101 @@ class UserAgentApplicationMixin:
            return "会务费用申请"
        return "差旅费用申请"

+    @staticmethod
+    def _resolve_application_edit_claim_id(context_json: dict[str, object]) -> str:
+        if not isinstance(context_json, dict):
+            return ""
+        is_edit_mode = bool(context_json.get("application_edit_mode") or context_json.get("applicationEditMode"))
+        claim_id = str(
+            context_json.get("application_edit_claim_id")
+            or context_json.get("applicationEditClaimId")
+            or ""
+        ).strip()
+        return claim_id if is_edit_mode and claim_id else ""
+
+    @staticmethod
+    def _is_expense_application_claim_like(claim: ExpenseClaim) -> bool:
+        expense_type = str(claim.expense_type or "").strip().lower()
+        claim_no = str(claim.claim_no or "").strip().upper()
+        flags = claim.risk_flags_json
+        if isinstance(flags, dict):
+            flags = [flags]
+        if not isinstance(flags, list):
+            flags = []
+        has_application_detail = any(
+            isinstance(flag, dict)
+            and (
+                str(flag.get("business_stage") or "").strip() == "expense_application"
+                or isinstance(flag.get("application_detail"), dict)
+            )
+            for flag in flags
+        )
+        return (
+            expense_type in {"application", "expense_application"}
+            or expense_type.endswith("_application")
+            or claim_no.startswith("AP-")
+            or claim_no.startswith("APP-")
+            or has_application_detail
+        )
+
+    def _find_editable_expense_application_record(
+        self,
+        payload: UserAgentRequest,
+    ) -> ExpenseClaim | None:
+        claim_id = self._resolve_application_edit_claim_id(payload.context_json or {})
+        if not claim_id:
+            return None
+
+        claim = self.db.get(ExpenseClaim, claim_id)
+        if claim is None:
+            raise ValueError("未找到要修改的申请单。")
+        if not self._is_expense_application_claim_like(claim):
+            raise ValueError("只能修改申请单。")
+
+        current_user = self._build_application_current_user(payload)
+        access_policy = ExpenseClaimAccessPolicy(self.db)
+        if not (current_user.is_admin or access_policy.is_claim_owned_by_current_user(claim, current_user)):
+            raise ValueError("只能修改本人被退回的申请单。")
+
+        status = str(claim.status or "").strip().lower()
+        if status not in {"returned", "draft", "supplement"}:
+            raise ValueError("当前申请单状态不支持修改。")
+        return claim
+
+    def _update_expense_application_record(
+        self,
+        payload: UserAgentRequest,
+        facts: dict[str, str],
+        claim: ExpenseClaim,
+    ) -> ExpenseClaim:
+        current_user = self._build_application_current_user(payload)
+        flags = claim.risk_flags_json
+        if isinstance(flags, dict):
+            flags = [flags]
+        if not isinstance(flags, list):
+            flags = []
+        preserved_flags = [
+            flag
+            for flag in flags
+            if not (
+                isinstance(flag, dict)
+                and str(flag.get("source") or "").strip() == "application_detail"
+            )
+        ]
+        claim.expense_type = self._resolve_application_expense_type_code(facts)
+        claim.reason = str(facts.get("reason") or "费用申请").strip() or "费用申请"
+        claim.location = str(facts.get("location") or "待补充").strip() or "待补充"
+        claim.amount = self._parse_application_amount_to_decimal(facts.get("amount", ""))
+        claim.occurred_at = self._parse_application_occurred_at(facts.get("time", ""))
+        claim.risk_flags_json = [*preserved_flags, self._build_application_detail_flag(facts)]
+
+        from app.services.expense_claims import ExpenseClaimService
+
+        submitted = ExpenseClaimService(self.db).submit_claim(claim.id, current_user)
+        if submitted is None:
+            raise ValueError("未找到可修改的申请单。")
+        return submitted
+
    def _create_expense_application_record(
        self,
        payload: UserAgentRequest,
--- a/server/src/app/skills/domain/digital-employee-reminder-scanner/SKILL.md
+++ b/server/src/app/skills/domain/digital-employee-reminder-scanner/SKILL.md
@@ -0,0 +1,22 @@
+---
+name: digital-employee-reminder-scanner
+description: 按计划扫描审批、预算、差旅申请和逾期报销，生成数字员工提醒事项。
+---
+
+# 定时提醒与待办扫描
+
+## 功能说明
+
+该技能面向后台数字员工运行，用于把财务流程中需要人工跟进的事项沉淀为提醒记录，支持后续通知中心、审批提醒和预算编制提醒。
+
+## 输入范围
+
+- 待审批报销单和审批节点。
+- 预算编制周期、预算管理员和预算状态。
+- 差旅申请有效期、关联报销状态和逾期情况。
+
+## 输出要求
+
+- 输出提醒人数、提醒事项数和提醒类型分布。
+- 标记对应业务对象，便于前端跳转到审批、预算、报销或风险详情。
+- 只生成提醒和待办，不代替负责人完成审批或预算编制。
--- a/server/src/app/skills/domain/finance-dashboard-snapshot-analyst/SKILL.md
+++ b/server/src/app/skills/domain/finance-dashboard-snapshot-analyst/SKILL.md
@@ -0,0 +1,22 @@
+---
+name: finance-dashboard-snapshot-analyst
+description: 按计划统计报销、预算、费用结构和高额单据，刷新财务看板缓存并沉淀经营指标。
+---
+
+# 财务经营快照沉淀
+
+## 功能说明
+
+该技能面向后台数字员工运行，按固定周期读取报销单、费用明细、预算快照和员工画像，生成财务看板所需的经营指标缓存。
+
+## 输入范围
+
+- 报销单、费用明细和付款状态。
+- 部门、个人、费用类型和预算维度。
+- 员工画像与历史费用基线。
+
+## 输出要求
+
+- 输出当期报销金额、报销单数、预算使用率和费用结构。
+- 输出高额单据、高费用个人和重点部门的排行摘要。
+- 只沉淀事实和指标，不直接修改预算、规则或审批结论。
--- a/server/src/app/skills/domain/finance-report-orchestrator/SKILL.md
+++ b/server/src/app/skills/domain/finance-report-orchestrator/SKILL.md
@@ -0,0 +1,46 @@
+---
+name: finance-report-orchestrator
+description: 按周、季、年整合费用、预算、风险、画像和提醒结果，生成图文 PDF 财务报告，并按系统邮箱设置投递给财务管理人员。
+---
+
+# 财务报告编排与邮件投递
+
+## 定位
+
+本技能是数字员工的后台报告编排能力，不负责审批、付款、预算调整或规则发布。
+
+它只读取已沉淀的数据，形成管理层可阅读的财务报告。
+
+## 输入
+
+- 财务看板快照。
+- 报销单、费用明细和高额单据。
+- 预算池、预算流水和预算预占。
+- 风险观察、风险反馈和待复核线索。
+- 员工行为画像。
+- 定时提醒扫描结果。
+- 系统设置中的 SMTP 和默认收件人。
+
+## 输出
+
+- 周报、季报或年报 PDF。
+- HTML 报告副本。
+- 邮件投递状态。
+- 数字员工运行记录和工具调用记录。
+- 管理摘要、关键指标和行动清单。
+
+## 工作原则
+
+- 结论先行：先给金额、预算、风险和行动建议。
+- 图表辅助：趋势、排行、预算和风险尽量用图形表达。
+- 口径一致：金额、单数、预算和状态沿用财务看板口径。
+- 可追踪：PDF 路径、收件人、发送状态和失败原因必须写入运行记录。
+- 可降级：SMTP 未配置时只生成报告，不阻断任务。
+
+## 边界
+
+- 不自动修改单据状态。
+- 不自动调整预算。
+- 不生成或发布风险规则。
+- 不向未配置的真实邮箱发送邮件。
+- 发送失败只记录状态和建议，不重复轰炸收件人。
--- a/server/tests/test_demo_company_simulation_seed.py
+++ b/server/tests/test_demo_company_simulation_seed.py
@@ -182,7 +182,21 @@ def test_half_year_simulation_excludes_admin_and_visible_month_has_real_volume()
            .where(ExpenseClaim.occurred_at >= datetime(2026, 6, 1, tzinfo=UTC))
            .where(ExpenseClaim.occurred_at < datetime(2026, 6, 3, tzinfo=UTC))
        )
+        earliest_claim_day = db.scalar(
+            select(func.min(ExpenseClaim.occurred_at)).where(
+                ExpenseClaim.claim_no.like(f"{SIM_CLAIM_PREFIX}%")
+            )
+        )
+        latest_claim_day = db.scalar(
+            select(func.max(ExpenseClaim.occurred_at)).where(
+                ExpenseClaim.claim_no.like(f"{SIM_CLAIM_PREFIX}%")
+            )
+        )

        assert admin_claim_count == 0
        assert visible_claim_count is not None
        assert 400 <= visible_claim_count <= 500
+        assert earliest_claim_day is not None
+        assert latest_claim_day is not None
+        assert earliest_claim_day.date() >= date(2026, 1, 1)
+        assert latest_claim_day.date() <= date(2026, 6, 2)
--- a/server/tests/test_digital_employee_dashboard_service.py
+++ b/server/tests/test_digital_employee_dashboard_service.py
@@ -157,3 +157,92 @@ def test_digital_employee_dashboard_keeps_empty_payload_without_fake_data() -> N
        assert dashboard.totals["totalRuns"] == 0
        assert dashboard.daily_work
        assert dashboard.task_distribution == []
+
+
+def test_digital_employee_dashboard_counts_finance_dashboard_snapshots() -> None:
+    now = datetime.now(UTC)
+
+    with build_session() as db:
+        db.add(
+            AgentRun(
+                run_id="run-finance-snapshot-001",
+                agent="hermes",
+                source="schedule",
+                user_id="digital_employee",
+                status="succeeded",
+                route_json={"task_type": "finance_dashboard_snapshot"},
+                result_summary="finance dashboard snapshot generated",
+                started_at=now - timedelta(minutes=3),
+                finished_at=now - timedelta(minutes=2),
+                tool_calls=[
+                    AgentToolCall(
+                        run_id="run-finance-snapshot-001",
+                        tool_type="database",
+                        tool_name="digital_employee.finance_dashboard.snapshot",
+                        request_json={"task_type": "finance_dashboard_snapshot"},
+                        response_json={
+                            "summary": {
+                                "finance_snapshot_count": 1,
+                                "reimbursement_count": 534,
+                            }
+                        },
+                        status="succeeded",
+                        duration_ms=1200,
+                        created_at=now - timedelta(minutes=3),
+                    )
+                ],
+            )
+        )
+        db.commit()
+
+        dashboard = DigitalEmployeeDashboardService(db).build_dashboard(days=7)
+
+        assert dashboard.totals["financeDashboardSnapshots"] == 1
+        assert dashboard.totals["businessOutputs"] == 1
+        assert dashboard.daily_work[-1]["financeDashboardSnapshots"] == 1
+        assert dashboard.task_distribution[0]["taskType"] == "finance_dashboard_snapshot"
+
+
+def test_digital_employee_dashboard_counts_reminder_outputs() -> None:
+    now = datetime.now(UTC)
+
+    with build_session() as db:
+        db.add(
+            AgentRun(
+                run_id="run-reminder-scan-001",
+                agent="hermes",
+                source="schedule",
+                user_id="digital_employee",
+                status="succeeded",
+                route_json={"task_type": "digital_employee_reminder_scan"},
+                result_summary="reminder scan generated",
+                started_at=now - timedelta(minutes=3),
+                finished_at=now - timedelta(minutes=2),
+                tool_calls=[
+                    AgentToolCall(
+                        run_id="run-reminder-scan-001",
+                        tool_type="database",
+                        tool_name="digital_employee.reminder.scan",
+                        request_json={"task_type": "digital_employee_reminder_scan"},
+                        response_json={
+                            "summary": {
+                                "recipient_count": 3,
+                                "reminder_count": 8,
+                                "approval_pending_count": 2,
+                            }
+                        },
+                        status="succeeded",
+                        duration_ms=900,
+                        created_at=now - timedelta(minutes=3),
+                    )
+                ],
+            )
+        )
+        db.commit()
+
+        dashboard = DigitalEmployeeDashboardService(db).build_dashboard(days=7)
+
+        assert dashboard.totals["reminders"] == 8
+        assert dashboard.totals["businessOutputs"] == 8
+        assert dashboard.daily_work[-1]["reminders"] == 8
+        assert dashboard.task_distribution[0]["taskType"] == "digital_employee_reminder_scan"
--- a/server/tests/test_digital_employee_reminder_task.py
+++ b/server/tests/test_digital_employee_reminder_task.py
@@ -0,0 +1,176 @@
+from __future__ import annotations
+
+from datetime import UTC, datetime, timedelta
+from decimal import Decimal
+
+from sqlalchemy import create_engine
+from sqlalchemy.orm import Session, sessionmaker
+from sqlalchemy.pool import StaticPool
+
+from app.db.base import Base
+from app.models.employee import Employee
+from app.models.financial_record import ExpenseClaim
+from app.models.role import Role
+from app.services.digital_employee_dashboard import DigitalEmployeeDashboardService
+from app.services.digital_employee_reminder_task import DigitalEmployeeReminderTaskService
+
+
+def build_session() -> Session:
+    engine = create_engine(
+        "sqlite+pysqlite:///:memory:",
+        connect_args={"check_same_thread": False},
+        poolclass=StaticPool,
+    )
+    Base.metadata.create_all(bind=engine)
+    session_factory = sessionmaker(bind=engine, autoflush=False, autocommit=False)
+    return session_factory()
+
+
+def test_digital_employee_reminder_task_generates_actionable_report() -> None:
+    now = datetime(2026, 6, 2, 2, 0, tzinfo=UTC)
+
+    with build_session() as db:
+        _seed_reminder_data(db, now)
+
+        result = DigitalEmployeeReminderTaskService(db).refresh_reminders(now=now)
+
+        summary = result["summary"]
+        report = result["report"]
+        assert result["task_type"] == "digital_employee_reminder_scan"
+        assert summary["recipient_count"] >= 3
+        assert summary["reminder_count"] >= 4
+        assert summary["approval_pending_count"] == 1
+        assert summary["budget_reminder_count"] == 1
+        assert summary["travel_application_reminder_count"] == 1
+        assert summary["reimbursement_overdue_count"] == 1
+
+        reminder_types = {
+            reminder["type"]
+            for recipient in report["recipients"]
+            for reminder in recipient["reminders"]
+        }
+        assert {
+            "approval_pending",
+            "budget_compilation",
+            "travel_application_expiry",
+            "reimbursement_overdue",
+        }.issubset(reminder_types)
+
+        dashboard = DigitalEmployeeDashboardService(db).build_dashboard(days=7)
+        assert dashboard.totals["reminders"] >= 4
+        assert dashboard.totals["businessOutputs"] >= 4
+        assert dashboard.task_distribution[0]["taskType"] == "digital_employee_reminder_scan"
+
+
+def _seed_reminder_data(db: Session, now: datetime) -> None:
+    budget_role = Role(
+        id="role-budget",
+        role_code="budget_monitor",
+        name="预算管理员",
+        description="预算编制提醒接收人",
+    )
+    manager = Employee(
+        id="emp-manager",
+        employee_no="M001",
+        name="审批领导",
+        email="manager@example.com",
+        position="部门负责人",
+        grade="M2",
+    )
+    employee = Employee(
+        id="emp-user",
+        employee_no="E001",
+        name="出差员工",
+        email="employee@example.com",
+        position="客户经理",
+        grade="P5",
+        manager=manager,
+        finance_owner_name="财务BP",
+    )
+    budget_admin = Employee(
+        id="emp-budget",
+        employee_no="B001",
+        name="预算管理员甲",
+        email="budget@example.com",
+        position="预算管理员",
+        grade="P6",
+        roles=[budget_role],
+    )
+    db.add_all([budget_role, manager, employee, budget_admin])
+    db.add_all(
+        [
+            _claim(
+                "claim-approval",
+                "EXP-APPROVAL-001",
+                employee,
+                "travel",
+                "12000.00",
+                now - timedelta(days=3),
+                "submitted",
+                "直属领导审批",
+            ),
+            _claim(
+                "claim-travel-app",
+                "APP-TRAVEL-001",
+                employee,
+                "travel_application",
+                "8000.00",
+                now - timedelta(days=1),
+                "approved",
+                "已审批",
+                risk_flags=[
+                    {
+                        "source": "application_detail",
+                        "application_detail": {
+                            "application_type": "差旅申请",
+                            "time": "2026-06-01",
+                        },
+                    }
+                ],
+            ),
+            _claim(
+                "claim-supplement",
+                "EXP-SUPPLEMENT-001",
+                employee,
+                "meal",
+                "600.00",
+                now - timedelta(days=2),
+                "returned",
+                "材料待补",
+            ),
+        ]
+    )
+    db.commit()
+
+
+def _claim(
+    claim_id: str,
+    claim_no: str,
+    employee: Employee,
+    expense_type: str,
+    amount: str,
+    happened_at: datetime,
+    status: str,
+    approval_stage: str,
+    *,
+    risk_flags: list[dict] | None = None,
+) -> ExpenseClaim:
+    return ExpenseClaim(
+        id=claim_id,
+        claim_no=claim_no,
+        employee_id=employee.id,
+        employee_name=employee.name,
+        department_name="市场部",
+        expense_type=expense_type,
+        reason="客户拜访",
+        location="上海",
+        amount=Decimal(amount),
+        invoice_count=1,
+        occurred_at=happened_at,
+        submitted_at=happened_at,
+        status=status,
+        approval_stage=approval_stage,
+        risk_flags_json=risk_flags or [],
+        created_at=happened_at,
+        updated_at=happened_at,
+    )
--- a/server/tests/test_digital_employee_skill_catalog.py
+++ b/server/tests/test_digital_employee_skill_catalog.py
@@ -5,14 +5,17 @@ from typing import Any

 from app.core.agent_enums import AgentName
 from app.services.agent_foundation_constants import (
+    DIGITAL_EMPLOYEE_FINANCE_DASHBOARD_SNAPSHOT_TASK_CODE,
+    DIGITAL_EMPLOYEE_FINANCE_REPORT_TASK_CODE,
    DIGITAL_EMPLOYEE_FINANCE_POLICY_TASK_CODE,
    DIGITAL_EMPLOYEE_PROFILE_SCAN_TASK_CODE,
+    DIGITAL_EMPLOYEE_REMINDER_SCAN_TASK_CODE,
    DIGITAL_EMPLOYEE_SKILL_CATEGORIES,
    DIGITAL_EMPLOYEE_TASK_CATEGORY_MAP,
 )
 from app.services.agent_foundation_digital_employee_tasks import (
-    AgentFoundationDigitalEmployeeTaskMixin,
    DIGITAL_EMPLOYEE_ANALYSIS_ROLE_BOUNDARY,
+    AgentFoundationDigitalEmployeeTaskMixin,
 )


@@ -56,11 +59,17 @@ def test_digital_employee_skill_catalog_has_complete_categories_and_packages() -
    categories = [str(spec["skill_category"]) for spec in specs]
    skill_names = [str(dict(spec["config"])["skill_name"]) for spec in specs]

-    assert len(specs) == 16
+    assert len(specs) == 19
    assert len(set(codes)) == len(codes)
    assert set(categories) == set(DIGITAL_EMPLOYEE_SKILL_CATEGORIES)
    assert DIGITAL_EMPLOYEE_TASK_CATEGORY_MAP[DIGITAL_EMPLOYEE_PROFILE_SCAN_TASK_CODE] == "积累"
-    assert len(set(codes + [DIGITAL_EMPLOYEE_FINANCE_POLICY_TASK_CODE])) == 17
+    assert (
+        DIGITAL_EMPLOYEE_TASK_CATEGORY_MAP[DIGITAL_EMPLOYEE_FINANCE_DASHBOARD_SNAPSHOT_TASK_CODE]
+        == "整理"
+    )
+    assert DIGITAL_EMPLOYEE_TASK_CATEGORY_MAP[DIGITAL_EMPLOYEE_REMINDER_SCAN_TASK_CODE] == "升级"
+    assert DIGITAL_EMPLOYEE_TASK_CATEGORY_MAP[DIGITAL_EMPLOYEE_FINANCE_REPORT_TASK_CODE] == "整理"
+    assert len(set(codes + [DIGITAL_EMPLOYEE_FINANCE_POLICY_TASK_CODE])) == 20

    for skill_name in ["finance-policy-knowledge-organizer", *skill_names]:
        skill_file = _skill_root() / skill_name / "SKILL.md"
@@ -114,6 +123,9 @@ def test_digital_employee_skills_do_not_cross_rule_governance_boundary() -> None
    )

    assert "risk-clue-collector" in skill_names
+    assert "finance-dashboard-snapshot-analyst" in skill_names
+    assert "digital-employee-reminder-scanner" in skill_names
+    assert "finance-report-orchestrator" in skill_names
    assert "rule-execution-case-organizer" in skill_names
    assert "policy-reference-gap-hinter" in skill_names
    assert "risk-rule-discovery" not in skill_names
--- a/server/tests/test_expense_claim_service.py
+++ b/server/tests/test_expense_claim_service.py
@@ -3541,12 +3541,63 @@ def test_direct_manager_cannot_delete_application_claim() -> None:
        db.commit()
        claim_id = claim.id

-        with pytest.raises(ValueError, match="申请单只有系统管理员可以删除"):
+        with pytest.raises(ValueError, match="只有草稿、待补充或退回待提交状态的单据"):
            ExpenseClaimService(db).delete_claim(claim_id, current_user)

        assert db.get(ExpenseClaim, claim_id) is not None


+def test_applicant_can_delete_returned_application_claim() -> None:
+    current_user = CurrentUserContext(
+        username="zhangsan-application-return-delete@example.com",
+        name="张三",
+        role_codes=[],
+        is_admin=False,
+    )
+
+    with build_session() as db:
+        employee = Employee(
+            employee_no="E-APP-DEL-RETURN",
+            name="张三",
+            email="zhangsan-application-return-delete@example.com",
+        )
+        db.add(employee)
+        db.flush()
+        claim = ExpenseClaim(
+            claim_no="APP-DEL-RETURN-101",
+            employee_id=employee.id,
+            employee_name="张三",
+            department_name="市场部",
+            project_code=None,
+            expense_type="travel_application",
+            reason="差旅申请",
+            location="上海",
+            amount=Decimal("1200.00"),
+            currency="CNY",
+            invoice_count=0,
+            occurred_at=datetime(2026, 5, 11, 9, 0, tzinfo=UTC),
+            submitted_at=datetime(2026, 5, 11, 10, 0, tzinfo=UTC),
+            status="returned",
+            approval_stage="待提交",
+            risk_flags_json=[
+                {
+                    "source": "manual_return",
+                    "event_type": "expense_application_return",
+                    "message": "请补充出差事由",
+                }
+            ],
+        )
+        db.add(claim)
+        db.commit()
+        claim_id = claim.id
+
+        deleted = ExpenseClaimService(db).delete_claim(claim_id, current_user)
+
+        assert deleted is not None
+        assert deleted.claim_no == "APP-DEL-RETURN-101"
+        assert db.get(ExpenseClaim, claim_id) is None
+
+
 def test_admin_can_delete_application_claim() -> None:
    current_user = CurrentUserContext(
        username="superadmin",
--- a/server/tests/test_finance_dashboard_service.py
+++ b/server/tests/test_finance_dashboard_service.py
@@ -8,10 +8,12 @@ from sqlalchemy.orm import Session, sessionmaker
 from sqlalchemy.pool import StaticPool

 from app.db.base import Base
+from app.models.agent_run import AgentRun
 from app.models.budget import BudgetAllocation, BudgetTransaction
 from app.models.financial_record import ExpenseClaim
 from app.models.risk_observation import RiskObservation
 from app.services.finance_dashboard import FinanceDashboardService
+from app.services.finance_dashboard_snapshot import FinanceDashboardSnapshotService


 def build_session() -> Session:
@@ -165,12 +167,16 @@ def test_finance_dashboard_service_aggregates_claim_budget_and_payment_data() ->
        assert dashboard.totals["reimbursementCount"] == 2
        assert dashboard.totals["reimbursementAmount"] == 2000.0
        assert dashboard.totals["pendingPaymentAmount"] == 0.0
-        assert dashboard.trend["applications"][-1] >= 1
+        assert sum(dashboard.trend["applications"]) >= 1
        assert "AP-DASH-ADMIN-001" not in str(dashboard.trend)
        assert dashboard.spend_by_category[0]["value"] == 1200.0
        assert dashboard.department_ranking[0]["name"] == "财务部"
        assert dashboard.department_ranking[0]["amount"] == 1200.0
+        assert dashboard.department_ranking[0]["employeeCount"] == 1
+        assert dashboard.department_employee_mix[0]["name"] == "财务部 · 陈雨晴"
+        assert dashboard.department_employee_mix[0]["amount"] == 1200.0
        assert dashboard.employee_ranking[0]["name"] == "陈雨晴"
+        assert dashboard.employee_ranking[0]["count"] == 1
        assert dashboard.top_claims[0]["claimNo"] == "CLM-DASH-001"
        assert "AP-DASH-ADMIN-001" not in str(dashboard.top_claims)
        assert dashboard.budget_summary["ratio"] == 40.0
@@ -226,7 +232,7 @@ def test_finance_dashboard_uses_financial_terms_instead_of_approval_terms() -> N
                ExpenseClaim(
                    claim_no="CLM-DASH-LABEL-003",
                    employee_name="reimbursement-user",
-                    department_name="甯傚満閮?,
+                    department_name="Market",
                    expense_type="travel",
                    reason="real travel reimbursement",
                    location="Shanghai",
@@ -327,10 +333,150 @@ def test_finance_dashboard_uses_financial_terms_instead_of_approval_terms() -> N
        assert dashboard.trend["claimCount"][-1] == 1
        assert dashboard.trend["claimAmount"][-1] == 700.0
        assert dashboard.trend["applications"] == dashboard.trend["claimCount"]
-        assert dashboard.department_ranking[0]["name"] == "市场部"
+        assert dashboard.department_ranking[0]["name"] == "Market"
        assert dashboard.department_ranking[0]["amount"] == 700.0
        assert {"预算超支", "待付款", "高额单据"}.issubset(focus_names)
        assert "风险金额" not in focus_names
        assert "材料待补" not in focus_names
        assert all(item["role"] != "审批节点" for item in dashboard.bottlenecks)
        assert len(dashboard.budget_metrics) == 6
+
+
+def test_finance_dashboard_ranking_range_supports_year_and_all_scope() -> None:
+    now = datetime.now(UTC)
+    previous_year_time = now - timedelta(days=420)
+
+    with build_session() as db:
+        db.add_all(
+            [
+                ExpenseClaim(
+                    claim_no="CLM-RANGE-CURRENT-001",
+                    employee_name="王明",
+                    department_name="销售部",
+                    expense_type="travel",
+                    reason="本年差旅",
+                    location="北京",
+                    amount=Decimal("1000.00"),
+                    invoice_count=1,
+                    occurred_at=now - timedelta(days=5),
+                    submitted_at=now - timedelta(days=5),
+                    status="paid",
+                    approval_stage="payment",
+                    risk_flags_json=[],
+                    hermes_risk_flag=False,
+                    created_at=now - timedelta(days=5),
+                    updated_at=now - timedelta(days=4),
+                ),
+                ExpenseClaim(
+                    claim_no="CLM-RANGE-CURRENT-002",
+                    employee_name="赵琳",
+                    department_name="销售部",
+                    expense_type="meal",
+                    reason="本年招待",
+                    location="上海",
+                    amount=Decimal("500.00"),
+                    invoice_count=1,
+                    occurred_at=now - timedelta(days=8),
+                    submitted_at=now - timedelta(days=8),
+                    status="paid",
+                    approval_stage="payment",
+                    risk_flags_json=[],
+                    hermes_risk_flag=False,
+                    created_at=now - timedelta(days=8),
+                    updated_at=now - timedelta(days=7),
+                ),
+                ExpenseClaim(
+                    claim_no="CLM-RANGE-OLD-001",
+                    employee_name="钱远",
+                    department_name="销售部",
+                    expense_type="office",
+                    reason="历史办公",
+                    location="广州",
+                    amount=Decimal("9000.00"),
+                    invoice_count=1,
+                    occurred_at=previous_year_time,
+                    submitted_at=previous_year_time,
+                    status="paid",
+                    approval_stage="payment",
+                    risk_flags_json=[],
+                    hermes_risk_flag=False,
+                    created_at=previous_year_time,
+                    updated_at=previous_year_time,
+                ),
+            ]
+        )
+        db.commit()
+
+        year_dashboard = FinanceDashboardService(db).build_dashboard(
+            range_key="近10日",
+            trend_range="近7天",
+            department_range="本年",
+        )
+        all_dashboard = FinanceDashboardService(db).build_dashboard(
+            range_key="近10日",
+            trend_range="近7天",
+            department_range="全部",
+        )
+
+        assert year_dashboard.department_ranking[0]["amount"] == 1500.0
+        assert year_dashboard.department_ranking[0]["employeeCount"] == 2
+        assert "CLM-RANGE-OLD-001" not in str(year_dashboard.top_claims)
+        assert {item["employee"] for item in year_dashboard.department_employee_mix} == {
+            "王明",
+            "赵琳",
+        }
+        assert all_dashboard.department_ranking[0]["amount"] == 10500.0
+        assert all_dashboard.department_ranking[0]["employeeCount"] == 3
+        assert all_dashboard.top_claims[0]["claimNo"] == "CLM-RANGE-OLD-001"
+        assert all_dashboard.department_employee_mix[0]["employee"] == "钱远"
+
+
+def test_finance_dashboard_snapshot_service_persists_digital_employee_snapshot() -> None:
+    now = datetime.now(UTC)
+
+    with build_session() as db:
+        db.add(
+            ExpenseClaim(
+                claim_no="CLM-SNAPSHOT-001",
+                employee_name="snapshot-user",
+                department_name="Finance",
+                expense_type="travel",
+                reason="snapshot test",
+                location="Shanghai",
+                amount=Decimal("880.00"),
+                invoice_count=1,
+                occurred_at=now - timedelta(hours=1),
+                submitted_at=now - timedelta(minutes=50),
+                status="paid",
+                approval_stage="payment",
+                risk_flags_json=[],
+                hermes_risk_flag=False,
+                created_at=now - timedelta(hours=1),
+                updated_at=now - timedelta(minutes=40),
+            )
+        )
+        db.commit()
+
+        service = FinanceDashboardSnapshotService(db)
+        first = service.build_dashboard(
+            range_key="近30日",
+            trend_range="近12天",
+            department_range="本月",
+        )
+        second = service.build_dashboard(
+            range_key="近30日",
+            trend_range="近12天",
+            department_range="本月",
+        )
+
+        runs = [
+            run
+            for run in db.query(AgentRun).filter(AgentRun.agent == "hermes").all()
+            if (run.route_json or {}).get("task_type") == "finance_dashboard_snapshot"
+        ]
+        assert first.totals["reimbursementCount"] == 1
+        assert second.generated_at == first.generated_at
+        assert len(runs) == 1
+        assert runs[0].status == "succeeded"
+        assert runs[0].route_json["task_type"] == "finance_dashboard_snapshot"
+        assert runs[0].route_json["snapshot_payload"]["totals"]["reimbursementAmount"] == 880.0
--- a/server/tests/test_finance_report_task.py
+++ b/server/tests/test_finance_report_task.py
@@ -0,0 +1,99 @@
+from __future__ import annotations
+
+from datetime import UTC, datetime, timedelta
+from decimal import Decimal
+
+from sqlalchemy import create_engine
+from sqlalchemy.orm import Session, sessionmaker
+from sqlalchemy.pool import StaticPool
+
+from app.core.config import get_settings
+from app.db.base import Base
+from app.models.agent_run import AgentRun
+from app.models.financial_record import ExpenseClaim
+from app.models.risk_observation import RiskObservation
+from app.services.digital_employee_finance_report_task import (
+    FINANCE_REPORT_TASK_TYPE,
+    DigitalEmployeeFinanceReportTaskService,
+)
+
+
+def build_session() -> Session:
+    engine = create_engine(
+        "sqlite+pysqlite:///:memory:",
+        connect_args={"check_same_thread": False},
+        poolclass=StaticPool,
+    )
+    Base.metadata.create_all(bind=engine)
+    session_factory = sessionmaker(bind=engine, autoflush=False, autocommit=False)
+    return session_factory()
+
+
+def test_finance_report_task_generates_pdf_and_agent_record(monkeypatch, tmp_path) -> None:
+    monkeypatch.setenv("STORAGE_ROOT_DIR", str(tmp_path))
+    get_settings.cache_clear()
+    now = datetime.now(UTC)
+
+    with build_session() as db:
+        db.add(
+            ExpenseClaim(
+                claim_no="RE-REPORT-001",
+                employee_name="林嘉宁",
+                department_name="市场部",
+                expense_type="travel",
+                reason="客户拜访",
+                location="上海",
+                amount=Decimal("3600.00"),
+                invoice_count=2,
+                occurred_at=now - timedelta(days=2),
+                submitted_at=now - timedelta(days=2),
+                status="paid",
+                approval_stage="已付款",
+                risk_flags_json=[],
+                hermes_risk_flag=False,
+                created_at=now - timedelta(days=2),
+                updated_at=now - timedelta(days=1),
+            )
+        )
+        db.add(
+            RiskObservation(
+                observation_key="risk-report-001",
+                subject_type="expense_claim",
+                subject_key="RE-REPORT-001",
+                subject_label="RE-REPORT-001",
+                claim_no="RE-REPORT-001",
+                risk_type="policy",
+                risk_signal="amount_outlier",
+                title="金额异常",
+                risk_level="high",
+                status="pending_review",
+                created_at=now - timedelta(days=1),
+                updated_at=now - timedelta(days=1),
+            )
+        )
+        db.commit()
+
+        result = DigitalEmployeeFinanceReportTaskService(db).generate_report(
+            report_type="weekly",
+            send_email=True,
+            dry_run_email=True,
+        )
+
+        pdf_path = tmp_path / result["pdf"]["storage_key"]
+        html_path = pdf_path.with_name("report.html")
+        runs = [
+            run
+            for run in db.query(AgentRun).filter(AgentRun.agent == "hermes").all()
+            if (run.route_json or {}).get("task_type") == FINANCE_REPORT_TASK_TYPE
+        ]
+
+        assert pdf_path.exists()
+        assert pdf_path.read_bytes().startswith(b"%PDF")
+        assert html_path.exists()
+        assert result["delivery"]["status"] in {"dry_run", "pending_configuration"}
+        assert result["summary"]["reimbursement_count"] >= 1
+        assert runs
+        assert runs[0].status == "succeeded"
+        assert runs[0].route_json["report_delivery"]["pdf"]["storage_key"].endswith("report.pdf")
+
+    get_settings.cache_clear()
--- a/server/tests/test_hermes_employee_profile_baselines.py
+++ b/server/tests/test_hermes_employee_profile_baselines.py
@@ -12,6 +12,8 @@ from app.models.employee import Employee
 from app.models.employee_behavior_profile import EmployeeBehaviorProfileSnapshot
 from app.models.financial_record import ExpenseClaim, ExpenseClaimItem
 from app.models.organization import OrganizationUnit
+from app.services.digital_employee_dashboard import DigitalEmployeeDashboardService
+from app.services.employee_profile_scan_task import EmployeeProfileScanTaskService
 from app.services.hermes_employee_profile_scanner import HermesEmployeeProfileScannerService


@@ -35,6 +37,24 @@ def test_hermes_employee_profile_scan_returns_profile_baseline_summary() -> None
        )


+def test_employee_profile_scan_task_records_digital_employee_run() -> None:
+    session_factory = _build_session_factory()
+    with session_factory() as db:
+        _seed_scan_data(db)
+
+        result = EmployeeProfileScanTaskService(db).refresh_profiles()
+
+        summary = result["summary"]
+        assert result["task_type"] == "employee_behavior_profile_scan"
+        assert summary["target_employee_count"] == 3
+        assert summary["snapshot_count"] >= 12
+        assert db.query(EmployeeBehaviorProfileSnapshot).count() >= 12
+
+        dashboard = DigitalEmployeeDashboardService(db).build_dashboard(days=7)
+        assert dashboard.totals["profileSnapshots"] >= 12
+        assert dashboard.task_distribution[0]["taskType"] == "employee_behavior_profile_scan"
+
+
 def _build_session_factory() -> sessionmaker[Session]:
    engine = create_engine(
        "sqlite+pysqlite:///:memory:",
--- a/server/tests/test_user_agent_service.py
+++ b/server/tests/test_user_agent_service.py
@@ -693,6 +693,92 @@ def test_user_agent_application_submit_blocks_duplicate_business_time() -> None:
        assert second_response.draft_payload is None


+def test_user_agent_application_edit_resubmits_returned_application_claim() -> None:
+    session_factory = build_session_factory()
+    with session_factory() as db:
+        claim = ExpenseClaim(
+            id="application-edit-1",
+            claim_no="AP-20260220-EDIT",
+            employee_name="pytest",
+            department_name="技术部",
+            expense_type="travel_application",
+            reason="旧事由",
+            location="上海",
+            amount=Decimal("1000.00"),
+            currency="CNY",
+            invoice_count=0,
+            occurred_at=datetime(2026, 2, 20, tzinfo=UTC),
+            status="returned",
+            approval_stage="待提交",
+            risk_flags_json=[
+                {
+                    "source": "manual_return",
+                    "event_type": "expense_application_return",
+                    "message": "请修改事由",
+                },
+                {
+                    "source": "application_detail",
+                    "application_detail": {
+                        "reason": "旧事由",
+                        "time": "2026-02-20 至 2026-02-23",
+                    },
+                },
+            ],
+        )
+        db.add(claim)
+        db.commit()
+
+        response = build_application_user_agent_response(
+            db,
+            "确认提交",
+            context_overrides={
+                "manager_name": "向万红",
+                "application_edit_mode": True,
+                "application_edit_claim_id": claim.id,
+                "application_preview": {
+                    "fields": {
+                        "applicationType": "差旅费用申请",
+                        "time": "2026-02-20 至 2026-02-23",
+                        "location": "上海市",
+                        "reason": "支撑国网仿生产环境建设",
+                        "days": "4天",
+                        "transportMode": "火车",
+                        "amount": "4660元",
+                        "grade": "P5",
+                        "department": "技术部",
+                        "position": "财务智能化产品经理",
+                        "managerName": "向万红",
+                    }
+                },
+            },
+        )
+
+        db.refresh(claim)
+        claims = db.query(ExpenseClaim).filter(ExpenseClaim.claim_no.like("AP-%")).all()
+        assert len(claims) == 1
+        assert "申请单据已修改并重新提交" in response.answer
+        assert response.draft_payload is not None
+        assert response.draft_payload.claim_id == claim.id
+        assert claim.status == "submitted"
+        assert claim.approval_stage == "直属领导审批"
+        assert claim.reason == "支撑国网仿生产环境建设"
+        assert claim.location == "上海市"
+        assert claim.amount == Decimal("4660.00")
+        assert claim.occurred_at.date().isoformat() == "2026-02-20"
+
+        flags = list(claim.risk_flags_json or [])
+        assert any(flag.get("event_type") == "expense_application_return" for flag in flags)
+        assert any(flag.get("event_type") == "expense_application_submission" for flag in flags)
+        detail_flags = [
+            flag.get("application_detail")
+            for flag in flags
+            if isinstance(flag, dict) and flag.get("source") == "application_detail"
+        ]
+        assert len(detail_flags) == 1
+        assert detail_flags[0]["reason"] == "支撑国网仿生产环境建设"
+        assert detail_flags[0]["transport_mode"] == "火车"
+
+
 def test_user_agent_knowledge_fallback_is_honest_and_personalized() -> None:
    session_factory = build_session_factory()
    with session_factory() as db:
--- a/web/src/assets/styles/components/personal-workbench-glass.css
+++ b/web/src/assets/styles/components/personal-workbench-glass.css
@@ -123,7 +123,6 @@
  z-index: 1;
 }

-.todo-row,
 .progress-row {
  position: relative;
  border-top: 0;
@@ -131,12 +130,10 @@
  box-shadow: inset 0 1px 0 rgba(var(--theme-primary-rgb, 58, 124, 165), 0.1);
 }

-.todo-row:first-child,
 .progress-row:first-child {
  box-shadow: none;
 }

-.todo-row:hover,
 .progress-row:hover {
  background:
    linear-gradient(180deg, rgba(255, 255, 255, 0.32), rgba(255, 255, 255, 0.18)),
--- a/web/src/assets/styles/components/personal-workbench-responsive.css
+++ b/web/src/assets/styles/components/personal-workbench-responsive.css
@@ -63,7 +63,7 @@
  }

  .assistant-copy {
-    width: min(1040px, 92%);
+    width: min(940px, 92%);
  }

  .assistant-copy h1 {
@@ -71,11 +71,11 @@
  }

  .capability-grid--privileged {
-    grid-template-columns: repeat(4, minmax(0, 1fr));
+    grid-template-columns: repeat(6, minmax(0, 1fr));
  }

  .capability-grid--standard {
-    grid-template-columns: repeat(3, minmax(0, 1fr));
+    grid-template-columns: repeat(4, minmax(0, 1fr));
  }

  .capability-card {
@@ -87,7 +87,7 @@
  }

  .workbench-content-grid {
-    grid-template-columns: minmax(300px, 0.92fr) minmax(480px, 1.34fr) minmax(270px, 0.76fr);
+    grid-template-columns: minmax(480px, 1.34fr) minmax(270px, 0.76fr);
    gap: 14px;
  }

@@ -202,25 +202,15 @@
    grid-template-columns: 1fr;
  }

-  .todo-row,
  .progress-row {
    grid-template-columns: 1fr;
    justify-items: start;
  }

-  .todo-row {
-    grid-template-columns: 48px minmax(0, 1fr);
-  }
-
-  .todo-meta,
  .progress-result {
    justify-items: start;
  }

-  .todo-meta {
-    grid-column: 2;
-  }
-
  .progress-steps {
    width: 100%;
  }
@@ -332,30 +322,6 @@
    font-size: 11px;
  }

-  /* 我的待办列表项更精致 */
-  .todo-row {
-    padding: 5px 0;
-    gap: 6px;
-  }
-
-  .todo-copy strong {
-    font-size: 12.5px;
-  }
-
-  .todo-copy small {
-    font-size: 11px;
-  }
-
-  .todo-status {
-    font-size: 11px;
-    min-height: 18px;
-    padding: 0 5px;
-  }
-
-  .todo-meta small {
-    font-size: 10.5px;
-  }
-
  /* 重点优化：费用进度行的网格区域（Grid Area）双行重构 */
  .progress-row {
    display: grid;
--- a/web/src/assets/styles/components/personal-workbench.css
+++ b/web/src/assets/styles/components/personal-workbench.css
@@ -97,7 +97,7 @@
 .assistant-copy {
  position: relative;
  z-index: 3;
-  width: min(1120px, 94%);
+  width: min(980px, 94%);
  display: grid;
  gap: var(--hero-copy-gap);
 }
@@ -130,6 +130,7 @@
  z-index: 5;
  display: grid;
  gap: 6px;
+  max-width: 920px;
  min-height: var(--composer-min-height);
  padding: var(--composer-padding-block) 18px 10px;
  border: 1px solid rgba(var(--theme-primary-rgb, 58, 124, 165), 0.28);
@@ -416,7 +417,7 @@

 .workbench-content-grid {
  display: grid;
-  grid-template-columns: minmax(360px, 0.95fr) minmax(560px, 1.4fr) minmax(320px, 0.82fr);
+  grid-template-columns: minmax(560px, 1.45fr) minmax(320px, 0.82fr);
  gap: 14px;
  align-items: stretch;
  min-height: 0;
@@ -434,7 +435,6 @@
  box-shadow: 0 1px 2px rgba(15, 23, 42, 0.035);
 }

-.todo-panel,
 .progress-panel,
 .side-panel {
  display: grid;
@@ -493,7 +493,6 @@
  color: var(--workbench-muted);
 }

-.todo-list,
 .progress-list {
  display: grid;
  min-height: 0;
@@ -501,45 +500,11 @@
  grid-auto-rows: minmax(0, 1fr);
 }

-.todo-row {
-  display: grid;
-  grid-template-columns: 34px minmax(0, 1fr) auto;
-  align-items: center;
-  gap: 9px;
-  width: 100%;
-  padding: 2px 0;
-  border-top: 1px solid var(--workbench-line-soft);
-  text-align: left;
-}
-
-.todo-row:first-child,
 .progress-row:first-child {
  padding-top: 2px;
  border-top: 0;
 }

-.todo-row :deep(.workbench-list-icon) {
-  width: 28px;
-  height: 28px;
-}
-
-.todo-row :deep(.workbench-list-icon__panel) {
-  border-radius: 4px;
-}
-
-.todo-row :deep(.workbench-list-icon__art),
-.todo-row :deep(.workbench-heroicon) {
-  width: 16px;
-  height: 16px;
-}
-
-.todo-copy {
-  min-width: 0;
-  display: grid;
-  gap: 2px;
-}
-
-.todo-copy strong,
 .progress-identity strong,
 .progress-result strong {
  overflow: hidden;
@@ -551,8 +516,6 @@
  white-space: nowrap;
 }

-.todo-copy small,
-.todo-meta small,
 .progress-identity small {
  overflow: hidden;
  color: var(--workbench-muted);
@@ -562,14 +525,6 @@
  white-space: nowrap;
 }

-.todo-meta {
-  min-width: 96px;
-  display: grid;
-  justify-items: end;
-  gap: 2px;
-}
-
-.todo-status,
 .progress-status {
  display: inline-flex;
  align-items: center;
@@ -582,33 +537,16 @@
  white-space: nowrap;
 }

-.todo-status--warning,
 .progress-status--warning {
  background: var(--warning-soft);
  color: var(--warning);
 }

-.todo-status--success,
 .progress-status--success {
  background: var(--workbench-primary-soft);
  color: var(--workbench-primary-active);
 }

-.todo-status--danger {
-  background: var(--danger-soft);
-  color: var(--danger);
-}
-
-.todo-status--info {
-  background: var(--info-soft);
-  color: var(--info);
-}
-
-.todo-status--orange {
-  background: var(--warning-soft);
-  color: var(--warning);
-}
-
 .progress-status--muted {
  background: var(--info-soft);
  color: var(--workbench-muted);
@@ -708,7 +646,6 @@
 }

 .capability-card:hover,
-.todo-row:hover,
 .progress-row:hover,
 .quick-prompts button:hover,
 .composer-icon-button:hover {
--- a/web/src/assets/styles/components/top-bar.css
+++ b/web/src/assets/styles/components/top-bar.css
@@ -403,6 +403,11 @@
  color: var(--theme-primary-active);
 }

+.notification-wrap {
+  position: relative;
+  display: inline-flex;
+}
+
 .notification-badge {
  position: absolute;
  top: 2px;
@@ -423,6 +428,179 @@
  box-shadow: 0 5px 10px rgba(239, 68, 68, .22);
 }

+.notification-popover {
+  position: absolute;
+  top: calc(100% + 10px);
+  right: -8px;
+  z-index: 60;
+  width: min(360px, calc(100vw - 32px));
+  display: grid;
+  gap: 10px;
+  padding: 12px;
+  border: 1px solid #e5edf5;
+  border-radius: 4px;
+  background: rgba(255, 255, 255, 0.98);
+  box-shadow:
+    0 18px 42px rgba(15, 23, 42, 0.14),
+    inset 0 1px 0 rgba(255, 255, 255, 0.92);
+}
+
+.notification-popover::before {
+  content: "";
+  position: absolute;
+  top: -6px;
+  right: 18px;
+  width: 10px;
+  height: 10px;
+  border-top: 1px solid #e5edf5;
+  border-left: 1px solid #e5edf5;
+  background: #fff;
+  transform: rotate(45deg);
+}
+
+.notification-head,
+.notification-tabs {
+  position: relative;
+  z-index: 1;
+  display: flex;
+  align-items: center;
+}
+
+.notification-head {
+  justify-content: space-between;
+  gap: 10px;
+}
+
+.notification-head strong {
+  color: #0f172a;
+  font-size: 14px;
+  font-weight: 850;
+}
+
+.notification-head button {
+  width: 26px;
+  height: 26px;
+  display: grid;
+  place-items: center;
+  border-radius: 4px;
+  color: #64748b;
+}
+
+.notification-head button:hover {
+  background: #f1f5f9;
+  color: #0f172a;
+}
+
+.notification-tabs {
+  gap: 6px;
+  padding: 3px;
+  border: 1px solid #edf2f7;
+  border-radius: 4px;
+  background: #f8fafc;
+}
+
+.notification-tabs button {
+  flex: 1 1 0;
+  height: 28px;
+  border-radius: 3px;
+  color: #64748b;
+  font-size: 12px;
+  font-weight: 800;
+}
+
+.notification-tabs button.active {
+  background: #fff;
+  color: var(--theme-primary-active);
+  box-shadow: 0 1px 3px rgba(15, 23, 42, 0.08);
+}
+
+.notification-list {
+  position: relative;
+  z-index: 1;
+  display: grid;
+  max-height: 320px;
+  overflow: auto;
+}
+
+.notification-row {
+  display: grid;
+  grid-template-columns: 8px minmax(0, 1fr) 16px;
+  align-items: center;
+  gap: 10px;
+  padding: 10px 4px;
+  border-top: 1px solid #edf2f7;
+  text-align: left;
+}
+
+.notification-row:first-child {
+  border-top: 0;
+}
+
+.notification-row:hover {
+  background: #f8fafc;
+}
+
+.notification-dot {
+  width: 7px;
+  height: 7px;
+  border-radius: 999px;
+  background: var(--theme-primary);
+}
+
+.notification-dot.danger { background: #ef4444; }
+.notification-dot.warning { background: #f59e0b; }
+.notification-dot.success { background: var(--success); }
+.notification-dot.info { background: #3b82f6; }
+
+.notification-copy {
+  min-width: 0;
+  display: grid;
+  gap: 2px;
+}
+
+.notification-copy strong,
+.notification-copy small,
+.notification-copy em {
+  overflow: hidden;
+  text-overflow: ellipsis;
+  white-space: nowrap;
+}
+
+.notification-copy strong {
+  color: #0f172a;
+  font-size: 13px;
+  font-weight: 850;
+}
+
+.notification-copy small {
+  color: #475569;
+  font-size: 12px;
+}
+
+.notification-copy em {
+  color: #94a3b8;
+  font-size: 11px;
+  font-style: normal;
+}
+
+.notification-row > .mdi {
+  color: #94a3b8;
+  font-size: 16px;
+}
+
+.notification-empty {
+  min-height: 112px;
+  display: grid;
+  place-items: center;
+  gap: 8px;
+  color: #94a3b8;
+  font-size: 13px;
+}
+
+.notification-empty .mdi {
+  font-size: 24px;
+}
+
 .company-switcher {
  max-width: min(220px, 28vw);
  height: 38px;
@@ -593,6 +771,61 @@
  .title-group {
    padding-right: 56px;
  }
+
+  .topbar.detail-mode {
+    display: grid;
+    grid-template-columns: minmax(0, 1fr);
+    gap: 8px;
+    padding: 10px 14px;
+  }
+
+  .topbar.detail-mode .title-group {
+    min-width: 0;
+    padding-right: 50px;
+  }
+
+  .topbar.detail-mode .eyebrow {
+    display: none;
+  }
+
+  .topbar.detail-mode h1 {
+    font-size: 22px;
+    line-height: 1.12;
+  }
+
+  .topbar.detail-mode p {
+    max-width: 100%;
+    margin-top: 3px;
+    display: -webkit-box;
+    overflow: hidden;
+    -webkit-box-orient: vertical;
+    -webkit-line-clamp: 1;
+    font-size: 12px;
+    line-height: 1.35;
+  }
+
+  .topbar.detail-mode .top-actions,
+  .topbar.detail-mode .detail-topbar-actions {
+    width: 100%;
+    min-width: 0;
+    justify-content: flex-end;
+  }
+
+  .topbar.detail-mode .detail-alert-strip {
+    width: auto;
+    max-width: 100%;
+    min-width: 0;
+    justify-content: flex-end;
+    gap: 6px;
+  }
+
+  .topbar.detail-mode .detail-alert-pill {
+    min-height: 26px;
+    max-width: 100%;
+    padding: 0 9px;
+    border-radius: 4px;
+    font-size: 11px;
+  }
 }

@media (max-width: 640px) {
@@ -676,3 +909,22 @@
    grid-template-columns: 1fr;
  }
 }
+
+@media (max-width: 420px) {
+  .topbar.detail-mode {
+    gap: 6px;
+    padding: 8px 12px;
+  }
+
+  .topbar.detail-mode h1 {
+    font-size: 20px;
+  }
+
+  .topbar.detail-mode p {
+    font-size: 11.5px;
+  }
+
+  .topbar.detail-mode .detail-alert-pill {
+    min-height: 24px;
+  }
+}
--- a/web/src/assets/styles/views/overview-view.css
+++ b/web/src/assets/styles/views/overview-view.css
@@ -142,19 +142,16 @@

 .trend-count-panel,
 .donut-panel,
-.rank-panel,
-.employee-rank-panel,
-.top-claim-panel,
-.budget-metrics-panel,
-.bottleneck-panel,
-.budget-panel,
 .model-panel,
 .feedback-panel {
  grid-column: span 3;
 }

-.bottleneck-panel,
+.rank-panel,
+.employee-rank-panel,
+.top-claim-panel,
 .budget-metrics-panel,
+.bottleneck-panel,
 .budget-panel {
  grid-column: span 6;
 }
@@ -188,6 +185,21 @@
  width: 110px;
 }

+.card-range-chip {
+  display: inline-flex;
+  align-items: center;
+  justify-content: center;
+  min-height: 28px;
+  padding: 0 10px;
+  border: 1px solid rgba(var(--theme-primary-rgb, 58, 124, 165), .18);
+  border-radius: 4px;
+  background: rgba(var(--theme-primary-rgb, 58, 124, 165), .07);
+  color: var(--theme-primary-active);
+  font-size: 12px;
+  font-weight: 800;
+  white-space: nowrap;
+}
+
 .panel-note {
  margin-top: 8px;
  color: #64748b;
@@ -581,6 +593,42 @@
 .top-claim-list {
  display: grid;
  gap: 10px;
+  align-content: start;
+}
+
+.top-claim-split {
+  flex: 1;
+  display: grid;
+  grid-template-columns: minmax(260px, .92fr) minmax(0, 1.08fr);
+  gap: 18px;
+  align-items: stretch;
+  min-height: 0;
+}
+
+.department-employee-mix {
+  min-width: 0;
+  padding-right: 18px;
+  border-right: 1px solid #f1f5f9;
+}
+
+.department-employee-mix :deep(.donut-chart) {
+  min-height: 100%;
+}
+
+.department-employee-mix :deep(.donut-body) {
+  height: 150px;
+}
+
+.department-employee-mix :deep(.donut-legend) {
+  grid-template-columns: 1fr;
+  gap: 7px;
+}
+
+.department-employee-mix :deep(.legend-name) {
+  min-width: 0;
+  overflow: hidden;
+  text-overflow: ellipsis;
+  white-space: nowrap;
 }

 .top-claim-row {
@@ -873,6 +921,17 @@
    grid-template-columns: 24px 64px minmax(0, 1fr);
  }

+  .top-claim-split {
+    grid-template-columns: 1fr;
+  }
+
+  .department-employee-mix {
+    padding-right: 0;
+    padding-bottom: 14px;
+    border-right: 0;
+    border-bottom: 1px solid #f1f5f9;
+  }
+
  .budget-metric-grid {
    grid-template-columns: 1fr;
  }
--- a/web/src/assets/styles/views/travel-request-detail-responsive.css
+++ b/web/src/assets/styles/views/travel-request-detail-responsive.css
@@ -0,0 +1,69 @@
+@media (max-width: 760px) {
+  .approval-page,
+  .approval-detail,
+  .detail-scroll,
+  .detail-hero,
+  .progress-card,
+  .detail-grid,
+  .detail-left,
+  .detail-card {
+    width: 100%;
+    min-width: 0;
+    max-width: 100%;
+  }
+
+  .detail-scroll {
+    padding-right: 0;
+    overflow-x: hidden;
+  }
+
+  .detail-scroll > * {
+    min-width: 0;
+    max-width: 100%;
+  }
+
+  .hero-banner-main,
+  .hero-fact-grid,
+  .applicant-card,
+  .detail-card-head {
+    min-width: 0;
+    max-width: 100%;
+  }
+
+  .progress-card,
+  .progress-block {
+    min-width: 0;
+    max-width: 100%;
+  }
+
+  .progress-line {
+    width: 100%;
+    min-width: 0;
+    max-width: 100%;
+  }
+
+  .detail-expense-table {
+    width: 100%;
+    min-width: 0;
+    max-width: 100%;
+    overflow-x: auto;
+  }
+
+  .detail-actions {
+    width: 100%;
+    min-width: 0;
+    max-width: 100%;
+  }
+
+  .approval-action-group {
+    display: grid;
+    grid-template-columns: repeat(auto-fit, minmax(104px, 1fr));
+    gap: 8px;
+  }
+
+  .back-action,
+  .approval-action-group > button {
+    width: 100%;
+    min-width: 0;
+  }
+}
--- a/web/src/assets/styles/views/travel-request-detail-view-part2.css
+++ b/web/src/assets/styles/views/travel-request-detail-view-part2.css
@@ -704,6 +704,7 @@
 .ai-preview-secondary:disabled,
 .ai-preview-primary:disabled,
 .approve-action:disabled,
+.secondary-action:disabled,
 .return-action:disabled,
 .ai-send-btn:disabled {
  opacity: .45;
--- a/web/src/assets/styles/views/travel-request-detail-view.css
+++ b/web/src/assets/styles/views/travel-request-detail-view.css
@@ -1645,6 +1645,13 @@
  color: #ef4444;
 }

+.secondary-action {
+  min-width: 98px;
+  border: 1px solid #bfdbfe;
+  background: #eff6ff;
+  color: #2563eb;
+}
+
 .return-action {
  min-width: 98px;
  border: 1px solid #fed7aa;
--- a/web/src/components/audit/AuditAssetList.vue
+++ b/web/src/components/audit/AuditAssetList.vue
@@ -16,7 +16,6 @@
    :current-page="currentPage"
    :page-size="pageSize"
    :page-size-options="pageSizeOptions"
-    :pages="pageNumbers"
    :show-page-size="true"
    :summary="paginationSummary"
    :total="visibleSkills.length"
@@ -326,14 +325,6 @@ const pagedSkills = computed(() => {
  const start = (currentPage.value - 1) * pageSize.value
  return props.visibleSkills.slice(start, start + pageSize.value)
 })
-const pageNumbers = computed(() => {
-  const total = totalPages.value
-  if (total <= 7) {
-    return Array.from({ length: total }, (_, index) => index + 1)
-  }
-  const start = Math.max(1, Math.min(currentPage.value - 3, total - 6))
-  return Array.from({ length: 7 }, (_, index) => start + index)
-})
 const paginationSummary = computed(() =>
  `共 ${props.visibleSkills.length} 条，每页 ${pageSize.value} 条，当前第 ${currentPage.value} / ${totalPages.value} 页`
 )
--- a/web/src/components/audit/DigitalEmployeeListPanel.vue
+++ b/web/src/components/audit/DigitalEmployeeListPanel.vue
@@ -10,7 +10,6 @@
    :current-page="currentPage"
    :page-size="pageSize"
    :page-size-options="pageSizeOptions"
-    :pages="pageNumbers"
    :show-page-size="true"
    :summary="paginationSummary"
    :total="visibleEmployees.length"
@@ -225,14 +224,6 @@ const pagedEmployees = computed(() => {
  const start = (currentPage.value - 1) * pageSize.value
  return props.visibleEmployees.slice(start, start + pageSize.value)
 })
-const pageNumbers = computed(() => {
-  const total = totalPages.value
-  if (total <= 7) {
-    return Array.from({ length: total }, (_, index) => index + 1)
-  }
-  const start = Math.max(1, Math.min(currentPage.value - 3, total - 6))
-  return Array.from({ length: 7 }, (_, index) => start + index)
-})
 const paginationSummary = computed(() =>
  `共 ${props.visibleEmployees.length} 条，每页 ${pageSize.value} 条，目前第 ${currentPage.value} / ${totalPages.value} 页`
 )
--- a/web/src/components/audit/DigitalEmployeeRunProducts.vue
+++ b/web/src/components/audit/DigitalEmployeeRunProducts.vue
@@ -110,6 +110,26 @@
        <p v-else class="run-product-inline-empty">本次运行没有生成新的风险观察。</p>
      </section>

+      <section v-else-if="productKind === 'finance_snapshot'" class="run-product-section">
+        <div class="run-product-section-head">
+          <h4>财务经营快照</h4>
+          <span>{{ summary.period || summary.month || '本期' }}</span>
+        </div>
+        <p class="run-product-copy">
+          本次产物已刷新财务看板缓存，沉淀报销金额、预算使用、费用结构和高额单据等经营指标。
+        </p>
+      </section>
+
+      <section v-else-if="productKind === 'reminder_scan'" class="run-product-section">
+        <div class="run-product-section-head">
+          <h4>提醒与待办沉淀</h4>
+          <span>{{ summary.reminder_count || summary.reminders || 0 }} 条</span>
+        </div>
+        <p class="run-product-copy">
+          本次产物已生成审批提醒、预算编制提醒、报销逾期提醒和差旅申请闭环提醒。
+        </p>
+      </section>
+
      <section v-else-if="productKind === 'risk_clue'" class="run-product-section">
        <div class="run-product-section-head">
          <h4>待复核线索</h4>
@@ -230,6 +250,12 @@ const productSubtitle = computed(() => {
  if (productKind.value === 'risk_graph') {
    return '展示本次巡检生成的风险观察、证据数量和图谱关系计数。'
  }
+  if (productKind.value === 'finance_snapshot') {
+    return '展示本次财务经营快照沉淀的预算、费用和报销统计。'
+  }
+  if (productKind.value === 'reminder_scan') {
+    return '展示本次定时提醒扫描生成的待办和触达结果。'
+  }
  if (productKind.value === 'employee_profile') {
    return '展示本次画像巡检写入的员工画像快照摘要。'
  }
@@ -245,6 +271,12 @@ const productBadge = computed(() => {
  if (productKind.value === 'risk_graph') {
    return '风险观察'
  }
+  if (productKind.value === 'finance_snapshot') {
+    return '财务快照'
+  }
+  if (productKind.value === 'reminder_scan') {
+    return '提醒事项'
+  }
  if (productKind.value === 'employee_profile') {
    return '画像快照'
  }
@@ -281,6 +313,25 @@ const metrics = computed(() => {
      buildMetric('图谱关系', payload.graph_edge_count)
    ]
  }
+  if (productKind.value === 'finance_snapshot') {
+    return [
+      buildMetric('报销单数', payload.claim_count ?? payload.claims ?? payload.total_claims),
+      buildMetric(
+        '报销金额',
+        formatMoney(payload.claim_amount ?? payload.reimbursement_amount ?? payload.total_amount)
+      ),
+      buildMetric('预算使用率', formatPercent(payload.budget_usage_rate ?? payload.budget_rate)),
+      buildMetric('高额单据', payload.high_value_claim_count ?? payload.high_amount_claims)
+    ]
+  }
+  if (productKind.value === 'reminder_scan') {
+    return [
+      buildMetric('提醒人数', payload.recipient_count),
+      buildMetric('提醒事项', payload.reminder_count),
+      buildMetric('待审批', payload.approval_pending_count),
+      buildMetric('逾期报销', payload.reimbursement_overdue_count)
+    ]
+  }
  if (productKind.value === 'employee_profile') {
    return [
      buildMetric('目标员工', payload.target_employee_count),
@@ -376,6 +427,23 @@ function formatWindowDays(value) {
  return days.length ? days.map((item) => `${item}天`).join(' / ') : '-'
 }

+function formatMoney(value) {
+  const amount = Number(value)
+  if (!Number.isFinite(amount)) {
+    return '-'
+  }
+  return `¥${amount.toLocaleString('zh-CN', { maximumFractionDigits: 0 })}`
+}
+
+function formatPercent(value) {
+  const numericValue = Number(value)
+  if (!Number.isFinite(numericValue)) {
+    return '-'
+  }
+  const percent = numericValue > 1 ? numericValue : numericValue * 100
+  return `${Math.round(percent)}%`
+}
+
 function observationGraphCount(item) {
  return (item.graphNodeKeys || []).length + (item.graphEdgeKeys || []).length
 }
--- a/web/src/components/audit/DigitalEmployeeWorkRecords.vue
+++ b/web/src/components/audit/DigitalEmployeeWorkRecords.vue
@@ -14,7 +14,6 @@
        :show-pagination="!loading && !errorMessage && visibleRuns.length > 0"
        :current-page="currentPage"
        :page-size="pageSize"
-        :pages="pageNumbers"
        :show-page-size="false"
        :summary="paginationSummary"
        :total="filteredRuns.length"
@@ -303,6 +302,7 @@ import {
 import {
  formatWorkRecordDateTime,
  formatWorkRecordSummary,
+  compactDigitalEmployeeWorkRecords,
  resolveWorkRecordModuleLabel,
  resolveWorkRecordSourceLabel,
  resolveWorkRecordStatusLabel,
@@ -456,14 +456,6 @@ const visibleRuns = computed(() => {
  return filteredRuns.value.slice(start, start + pageSize)
 })

-const pageNumbers = computed(() => {
-  const total = totalPages.value
-  if (total <= 7) {
-    return Array.from({ length: total }, (_, index) => index + 1)
-  }
-  const start = Math.max(1, Math.min(currentPage.value - 3, total - 6))
-  return Array.from({ length: 7 }, (_, index) => start + index)
-})
 const paginationSummary = computed(() =>
  `共 ${filteredRuns.value.length} 条，目前第 ${currentPage.value} / ${totalPages.value} 页`
 )
@@ -523,7 +515,7 @@ async function loadWorkRecords(showToast = false) {

  try {
    const payload = await fetchAgentRuns({ agent: 'hermes', limit: 100 })
-    runs.value = Array.isArray(payload) ? payload : []
+    runs.value = Array.isArray(payload) ? compactDigitalEmployeeWorkRecords(payload) : []
    emit('summary-change', {
      total: workRecordSummary.value.total,
      succeeded: workRecordSummary.value.succeeded,
--- a/web/src/components/business/PersonalWorkbench.vue
+++ b/web/src/components/business/PersonalWorkbench.vue
@@ -191,41 +191,6 @@
    </div>

    <div class="workbench-content-grid">
-      <article class="panel workbench-card todo-panel">
-        <div class="section-head">
-          <div class="title-with-badge">
-            <h2>我的待办</h2>
-            <span class="soft-badge">{{ todoAlertCount }}</span>
-          </div>
-          <button type="button" class="link-action">全部待办 <i class="mdi mdi-chevron-right"></i></button>
-        </div>
-
-        <div class="todo-list">
-          <button
-            v-for="item in visibleTodoItems"
-            :key="item.title"
-            type="button"
-            class="todo-row"
-            @click="openPromptAssistant(`帮我处理：${item.title}，${item.description}`)"
-          >
-            <WorkbenchListIcon
-              :icon-key="item.iconKey"
-              :color="item.color"
-              :accent="item.accent"
-            />
-            <span class="todo-copy">
-              <strong>{{ item.title }}</strong>
-              <small>{{ item.description }}</small>
-            </span>
-            <span class="todo-meta">
-              <span class="todo-status" :class="`todo-status--${item.statusTone}`">{{ item.status }}</span>
-              <small>{{ item.due }}</small>
-            </span>
-          </button>
-        </div>
-
-      </article>
-
      <article class="panel workbench-card progress-panel">
        <div class="section-head">
          <h2>费用进度</h2>
@@ -238,7 +203,7 @@
            :key="item.id"
            type="button"
            class="progress-row"
-            @click="openPromptAssistant(`查询 ${item.id} 的费用进度`)"
+            @click="openWorkbenchTarget(item)"
          >
            <span class="progress-identity">
              <strong>{{ item.id }}</strong>
@@ -247,17 +212,17 @@

            <span class="progress-steps" aria-hidden="true">
              <span
-                v-for="(step, index) in progressSteps"
-                :key="step"
+                v-for="step in item.steps"
+                :key="step.label"
                class="progress-step"
                :class="{
-                  'is-done': index < item.activeStep,
-                  'is-current': index === item.activeStep,
-                  'is-future': index > item.activeStep
+                  'is-done': step.done,
+                  'is-current': step.current,
+                  'is-future': !step.done && !step.current
                }"
              >
-                <i :class="index <= item.activeStep ? 'mdi mdi-check' : 'mdi mdi-minus'"></i>
-                <small>{{ step }}</small>
+                <i :class="step.done || step.current ? 'mdi mdi-check' : 'mdi mdi-minus'"></i>
+                <small>{{ step.label }}</small>
              </span>
            </span>

@@ -357,7 +322,6 @@
 import { computed, nextTick, onBeforeUnmount, onMounted, ref, watch } from 'vue'
 import PanelHead from '../shared/PanelHead.vue'
 import ExpenseProfileDetailModal from './ExpenseProfileDetailModal.vue'
-import WorkbenchListIcon from '../shared/WorkbenchListIcon.vue'
 import workbenchHeroBackground from '../../assets/personal-workbench-hero-bg-theme-base.webp'
 import { useSystemState } from '../../composables/useSystemState.js'
 import { useToast } from '../../composables/useToast.js'
@@ -365,11 +329,8 @@ import { useWorkbenchComposerDate } from '../../composables/useWorkbenchComposer
 import {
  buildExpenseStatItems,
  filterAssistantCapabilitiesForUser,
-  progressItems,
-  progressSteps,
  quickPromptItems,
  resolveWorkbenchCapabilityGridClass,
-  todoItems,
 } from '../../data/personalWorkbench.js'
 import { fetchAgentRuns } from '../../services/agentAssets.js'
 import { clearUserConversations, fetchLatestConversation } from '../../services/orchestrator.js'
@@ -394,7 +355,7 @@ const props = defineProps({
  workbenchSummary: { type: Object, default: () => ({}) }
 })

-const emit = defineEmits(['open-assistant'])
+const emit = defineEmits(['open-assistant', 'open-document'])
 const { currentUser } = useSystemState()
 const { toast } = useToast()
 const assistantDraft = ref('')
@@ -494,9 +455,12 @@ const currentUserProfileKey = computed(() => {
    user.employee_no
  ].map((item) => String(item || '').trim()).filter(Boolean).join('|')
 })
-const visibleTodoItems = computed(() => todoItems.slice(0, 5))
-const visibleProgressItems = computed(() => progressItems.slice(0, 5))
-const todoAlertCount = computed(() => visibleTodoItems.value.length)
+const visibleProgressItems = computed(() => {
+  const rows = Array.isArray(props.workbenchSummary.progressItems)
+    ? props.workbenchSummary.progressItems
+    : []
+  return rows.slice(0, 5)
+})

 function buildSelectedFileKey(file) {
  return [file?.name, file?.size, file?.lastModified, file?.type].join('__')
@@ -625,6 +589,20 @@ function openPromptAssistant(prompt) {
  emitAssistant(payload)
 }

+function openWorkbenchTarget(item) {
+  const target = item?.target || {}
+  if (target.type === 'document' && (target.id || target.claimNo)) {
+    emit('open-document', {
+      claimId: target.id,
+      id: target.id || target.claimNo,
+      claimNo: target.claimNo
+    })
+    return
+  }
+
+  openPromptAssistant(item?.prompt || `查询 ${item?.id || ''} 的费用进度`)
+}
+
 function openCapabilityAssistant(item) {
  if (pendingAction.value) {
    return
--- a/web/src/components/charts/BarChart.vue
+++ b/web/src/components/charts/BarChart.vue
@@ -9,7 +9,10 @@
          </svg>
          <template v-else>{{ idx + 1 }}</template>
        </span>
+        <span class="rank-copy">
          <span class="rank-name">{{ item.name || item.shortName }}</span>
+          <small v-if="item.meta" class="rank-meta">{{ item.meta }}</small>
+        </span>
      </div>
    </div>
    <div ref="chartElement" class="chart-area" role="img" :aria-label="ariaLabel"></div>
@@ -90,7 +93,11 @@ const chartOptions = computed(() => ({
      fontWeight: 700
    },
    extraCssText: 'border-radius:4px;box-shadow:0 12px 28px rgba(15,23,42,.12);',
-    formatter: (params) => `${params.marker}${params.name}: ${formatValue(params.value)}`
+    formatter: (params) => {
+      const item = resolvedItems.value.find((row) => (row.name || row.shortName) === params.name)
+      const meta = item?.meta ? `<br/>${item.meta}` : ''
+      return `${params.marker}${params.name}: ${formatValue(params.value)}${meta}`
+    }
  },
  xAxis: {
    type: 'value',
@@ -180,7 +187,8 @@ const formatValue = (value) => {
 }

 .rank-labels {
-  flex: 0 0 auto;
+  flex: 0 0 min(34%, 150px);
+  min-width: 112px;
  display: flex;
  flex-direction: column;
  justify-content: space-around;
@@ -214,10 +222,24 @@ const formatValue = (value) => {
  display: block;
 }

+.rank-copy {
+  min-width: 0;
+  display: grid;
+  gap: 2px;
+}
+
 .rank-name {
  color: #475569;
  font-size: 13px;
-  font-weight: 500;
+  font-weight: 700;
+  overflow: hidden;
+  text-overflow: ellipsis;
+}
+
+.rank-meta {
+  color: #94a3b8;
+  font-size: 11px;
+  font-weight: 650;
 }

 .chart-area {
--- a/web/src/components/dashboard/RiskObservationDashboard.vue
+++ b/web/src/components/dashboard/RiskObservationDashboard.vue
@@ -1,9 +1,14 @@
 <template>
-  <section class="risk-observation-dashboard">
+  <section class="risk-observation-dashboard" :class="{ 'is-loading': loading }">
+    <div v-if="loading" class="risk-dashboard-loading-overlay" role="status" aria-live="polite">
+      <i class="mdi mdi-loading mdi-spin"></i>
+      <span>{{ loadingLabel }}</span>
+    </div>
    <article class="panel dashboard-card risk-trend-panel">
      <div class="card-head">
        <h3>风险观察趋势 <i class="mdi mdi-information-outline"></i></h3>
        <div class="risk-window-controls">
+          <span v-if="lastUpdatedLabel" class="risk-refresh-label">{{ lastUpdatedLabel }}</span>
          <span class="risk-window-label">近 {{ dashboard.windowDays }} 天</span>
          <EnterpriseSelect
            class="risk-window-select"
@@ -174,11 +179,29 @@ const props = defineProps({
  signalRanking: { type: Array, default: () => [] },
  dailyRows: { type: Array, default: () => [] },
  windowOptions: { type: Array, default: () => [] },
-  activeWindowDays: { type: Number, default: 30 }
+  activeWindowDays: { type: Number, default: 30 },
+  lastUpdatedAt: { type: String, default: '' }
 })
 const emit = defineEmits(['update:windowDays'])

 const router = useRouter()
+const loadingLabel = computed(() => (
+  props.lastUpdatedAt ? '正在同步最新风险数据' : '正在加载风险看板数据'
+))
+const lastUpdatedLabel = computed(() => {
+  if (!props.lastUpdatedAt) {
+    return ''
+  }
+  const date = new Date(props.lastUpdatedAt)
+  if (Number.isNaN(date.getTime())) {
+    return ''
+  }
+  return `上次同步 ${date.toLocaleTimeString('zh-CN', {
+    hour12: false,
+    hour: '2-digit',
+    minute: '2-digit'
+  })}`
+})
 const errorMessage = computed(() => props.error?.message || '风险看板数据加载失败')
 const recentHighObservations = computed(() => props.dashboard.recentHighObservations || [])
 const dimensionGroups = computed(() => [
@@ -315,12 +338,39 @@ function openClaim(item) {

 <style scoped>
 .risk-observation-dashboard {
+  position: relative;
  display: grid;
  grid-template-columns: repeat(12, minmax(0, 1fr));
  gap: 18px;
  min-width: 0;
 }

+.risk-dashboard-loading-overlay {
+  position: absolute;
+  inset: 0;
+  z-index: 5;
+  display: grid;
+  place-content: center;
+  justify-items: center;
+  gap: 10px;
+  border: 1px solid #e2e8f0;
+  border-radius: 4px;
+  background: rgba(248, 250, 252, .82);
+  color: #334155;
+  font-size: 13px;
+  font-weight: 800;
+  backdrop-filter: blur(2px);
+}
+
+.risk-dashboard-loading-overlay i {
+  color: var(--theme-primary);
+  font-size: 26px;
+}
+
+.risk-observation-dashboard.is-loading .dashboard-card {
+  pointer-events: none;
+}
+
 .dashboard-card {
  min-width: 0;
  padding: 18px;
@@ -359,6 +409,13 @@ function openClaim(item) {
  font-weight: 700;
 }

+.risk-refresh-label {
+  flex: 0 0 auto;
+  color: #64748b;
+  font-size: 12px;
+  font-weight: 800;
+}
+
 .risk-window-controls {
  flex: 0 0 auto;
  display: flex;
--- a/web/src/components/layout/TopBar.vue
+++ b/web/src/components/layout/TopBar.vue
@@ -1,5 +1,5 @@
 <template>
-  <header class="topbar" :class="{ 'chat-mode': isChat }">
+  <header class="topbar" :class="{ 'chat-mode': isChat, 'detail-mode': isRequestDetail }">
    <div class="title-group">
      <div class="eyebrow">{{ eyebrowLabel }}</div>
      <h1>{{ currentView.title }}</h1>
@@ -123,11 +123,72 @@

      <template v-else-if="isWorkbench">
        <div class="topbar-toolset" aria-label="工作台快捷工具">
-          <button class="topbar-icon-btn notification-btn" type="button" aria-label="通知">
+          <div class="notification-wrap">
+            <button
+              class="topbar-icon-btn notification-btn"
+              type="button"
+              aria-label="通知"
+              :aria-expanded="notificationOpen"
+              aria-haspopup="dialog"
+              @click="notificationOpen = !notificationOpen"
+            >
              <i class="mdi mdi-bell-outline"></i>
              <span v-if="topbarNotificationCount" class="notification-badge">{{ topbarNotificationCount }}</span>
            </button>

+            <div v-if="notificationOpen" class="notification-popover" role="dialog" aria-label="通知中心">
+              <header class="notification-head">
+                <strong>通知</strong>
+                <button type="button" aria-label="关闭通知" @click="notificationOpen = false">
+                  <i class="mdi mdi-close"></i>
+                </button>
+              </header>
+
+              <div class="notification-tabs" role="tablist" aria-label="通知状态">
+                <button
+                  type="button"
+                  role="tab"
+                  :aria-selected="notificationTab === 'unread'"
+                  :class="{ active: notificationTab === 'unread' }"
+                  @click="notificationTab = 'unread'"
+                >
+                  未读 {{ unreadNotifications.length }}
+                </button>
+                <button
+                  type="button"
+                  role="tab"
+                  :aria-selected="notificationTab === 'read'"
+                  :class="{ active: notificationTab === 'read' }"
+                  @click="notificationTab = 'read'"
+                >
+                  已读 {{ readNotifications.length }}
+                </button>
+              </div>
+
+              <div v-if="activeNotifications.length" class="notification-list">
+                <button
+                  v-for="item in activeNotifications"
+                  :key="item.id"
+                  type="button"
+                  class="notification-row"
+                  @click="openNotification(item)"
+                >
+                  <span class="notification-dot" :class="item.tone"></span>
+                  <span class="notification-copy">
+                    <strong>{{ item.title }}</strong>
+                    <small>{{ item.description }}</small>
+                    <em>{{ item.time }}</em>
+                  </span>
+                  <i class="mdi mdi-chevron-right"></i>
+                </button>
+              </div>
+              <div v-else class="notification-empty">
+                <i class="mdi mdi-bell-check-outline"></i>
+                <span>{{ notificationTab === 'unread' ? '暂无未读通知' : '暂无已读通知' }}</span>
+              </div>
+            </div>
+          </div>
+
          <button class="topbar-icon-btn" type="button" aria-label="帮助">
            <i class="mdi mdi-help-circle-outline"></i>
          </button>
@@ -243,6 +304,10 @@ const props = defineProps({
    type: Object,
    default: () => null
  },
+  workbenchSummary: {
+    type: Object,
+    default: () => null
+  },
  companyName: {
    type: String,
    default: ''
@@ -276,7 +341,8 @@ const emit = defineEmits([
  'update:overviewDashboard',
  'batchApprove',
  'openChat',
-  'newApplication'
+  'newApplication',
+  'openDocument'
 ])
 const isChat = computed(() => props.activeView === 'chat')
 const isOverview = computed(() => props.activeView === 'overview')
@@ -294,10 +360,34 @@ const eyebrowLabel = computed(() => (
 ))
 const displayCompanyName = computed(() => String(props.companyName || '远光软件股份有限公司').trim() || '远光软件股份有限公司')
 const topbarNotificationCount = computed(() => {
-  const summary = props.documentSummary ?? {}
-  const count = Number(summary.toProcess ?? summary.toSubmit ?? 8)
+  const summary = props.workbenchSummary ?? {}
+  const count = Number(summary.unreadNotificationCount ?? 0)
  return Number.isFinite(count) && count > 0 ? Math.min(count, 99) : 0
 })
+const notificationOpen = ref(false)
+const notificationTab = ref('unread')
+const notificationItems = computed(() => (
+  Array.isArray(props.workbenchSummary?.notifications)
+    ? props.workbenchSummary.notifications
+    : []
+))
+const unreadNotifications = computed(() => notificationItems.value.filter((item) => item.unread))
+const readNotifications = computed(() => notificationItems.value.filter((item) => !item.unread))
+const activeNotifications = computed(() => (
+  notificationTab.value === 'unread' ? unreadNotifications.value : readNotifications.value
+))
+
+function openNotification(item) {
+  notificationOpen.value = false
+  const target = item?.target || {}
+  if (target.type === 'document' && (target.id || target.claimNo)) {
+    emit('openDocument', {
+      claimId: target.id,
+      id: target.id || target.claimNo,
+      claimNo: target.claimNo
+    })
+  }
+}

 const requestKpis = computed(() => {
  const summary = props.requestSummary ?? {}
--- a/web/src/components/shared/EnterpriseListPage.vue
+++ b/web/src/components/shared/EnterpriseListPage.vue
@@ -99,7 +99,6 @@
        :current-page="currentPage"
        :page-size="pageSize"
        :page-size-options="pageSizeOptions"
-        :pages="pages"
        :show-page-size="showPageSize"
        :summary="summary"
        :total="total"
@@ -139,10 +138,6 @@ const props = defineProps({
    default: () => []
  },
  panel: { type: Boolean, default: true },
-  pages: {
-    type: Array,
-    default: () => []
-  },
  retryLabel: { type: String, default: '重新加载' },
  searchable: { type: Boolean, default: false },
  searchPlaceholder: { type: String, default: '搜索' },
--- a/web/src/components/shared/EnterprisePagination.vue
+++ b/web/src/components/shared/EnterprisePagination.vue
@@ -78,10 +78,6 @@ const props = defineProps({
    type: Array,
    default: () => []
  },
-  pages: {
-    type: Array,
-    default: () => []
-  },
  showPageSize: { type: Boolean, default: true },
  summary: { type: String, default: '' },
  total: { type: Number, default: 0 },
@@ -106,7 +102,7 @@ const summaryText = computed(() => {
    return props.summary
  }

-  return `共 ${props.total} 条，当前第 ${props.currentPage} 页`
+  return `共 ${props.total} 条，当前第 ${props.currentPage} / ${props.totalPages} 页`
 })

 function setPage(page) {
@@ -142,3 +138,140 @@ watch(
  }
 )
 </script>
+
+<style scoped>
+.list-foot.enterprise-pagination {
+  display: grid;
+  grid-template-columns: minmax(0, 1fr) auto minmax(0, 1fr);
+  align-items: center;
+  gap: 16px;
+  margin-top: 12px;
+}
+
+.enterprise-pagination .page-summary {
+  min-width: 0;
+  color: #64748b;
+  font-size: 14px;
+  font-weight: 650;
+}
+
+.enterprise-pagination .pager {
+  display: inline-flex;
+  justify-content: center;
+  gap: 6px;
+  padding: 4px;
+  border: 1px solid #e2e8f0;
+  border-radius: 4px;
+  background: #f8fafc;
+}
+
+.enterprise-pagination .pager button {
+  width: 32px;
+  height: 32px;
+  padding: 0;
+  border: 0;
+  border-radius: 3px;
+  background: transparent;
+  color: #334155;
+  font-size: 14px;
+  font-weight: 800;
+  transition: background 160ms ease, color 160ms ease, box-shadow 160ms ease;
+}
+
+.enterprise-pagination .pager button:hover:not(.active) {
+  background: #fff;
+  color: var(--theme-primary-active);
+  box-shadow: 0 1px 4px rgba(15, 23, 42, 0.08);
+}
+
+.enterprise-pagination .pager button.active {
+  background: var(--theme-primary);
+  color: #fff;
+  box-shadow: 0 8px 16px var(--theme-primary-shadow);
+}
+
+.enterprise-pagination .pager button:disabled {
+  color: #cbd5e1;
+  cursor: not-allowed;
+  box-shadow: none;
+}
+
+.enterprise-pagination .page-ellipsis {
+  width: 28px;
+  height: 32px;
+  display: inline-flex;
+  align-items: center;
+  justify-content: center;
+  color: #64748b;
+  font-size: 13px;
+  font-weight: 850;
+}
+
+.enterprise-pagination .page-tools {
+  justify-self: end;
+  display: inline-flex;
+  align-items: center;
+  gap: 10px;
+  min-width: 0;
+}
+
+.enterprise-pagination .page-size-select {
+  width: 112px;
+}
+
+.enterprise-pagination .page-jump {
+  display: inline-flex;
+  align-items: center;
+  gap: 6px;
+  color: #64748b;
+  font-size: 13px;
+  font-weight: 700;
+  white-space: nowrap;
+}
+
+.enterprise-pagination .page-jump input {
+  width: 54px;
+  height: 32px;
+  padding: 0 8px;
+  border: 1px solid #d7e0ea;
+  border-radius: 4px;
+  background: #fff;
+  color: #0f172a;
+  font-size: 13px;
+  font-weight: 800;
+  text-align: center;
+  transition: border-color 160ms ease, box-shadow 160ms ease;
+}
+
+.enterprise-pagination .page-jump input:focus {
+  border-color: var(--theme-primary);
+  box-shadow: 0 0 0 3px var(--theme-focus-ring);
+  outline: none;
+}
+
+@media (max-width: 760px) {
+  .list-foot.enterprise-pagination {
+    grid-template-columns: 1fr;
+    justify-items: stretch;
+  }
+
+  .enterprise-pagination .pager {
+    width: 100%;
+    max-width: 100%;
+    justify-content: flex-start;
+    overflow-x: auto;
+    scrollbar-width: thin;
+  }
+
+  .enterprise-pagination .pager button,
+  .enterprise-pagination .page-ellipsis {
+    flex: 0 0 auto;
+  }
+
+  .enterprise-pagination .page-tools {
+    justify-self: stretch;
+    justify-content: space-between;
+    flex-wrap: wrap;
+  }
+}
+</style>
--- a/web/src/composables/useAppShell.js
+++ b/web/src/composables/useAppShell.js
@@ -34,12 +34,15 @@ export function useAppShell() {
    conversation: null,
    scope: null,
    sessionType: '',
-    budgetContext: null
+    budgetContext: null,
+    initialPromptAutoSubmit: true,
+    initialApplicationPreview: null
  })
  const smartEntrySessionId = ref(0)
  const smartEntryRevealToken = ref(0)
  const smartEntryInvalidatedDraftClaimId = ref('')
  const selectedRequestSnapshot = ref(null)
+  const documentCenterRefreshToken = ref(0)

  const { activeView, currentView, setView } = useNavigation()
  const {
@@ -98,12 +101,19 @@ export function useAppShell() {
      : []
  ))

-  const requestsNeeded = computed(() => ['documents', 'workbench'].includes(activeView.value))
+  async function reloadDocumentCenterRequests() {
+    documentCenterRefreshToken.value += 1
+    return reloadRequests()
+  }

  watch(
-    requestsNeeded,
-    (isNeeded) => {
-      if (isNeeded) {
+    () => [activeView.value, route.name],
+    ([view]) => {
+      if (view === 'documents') {
+        void reloadDocumentCenterRequests()
+        return
+      }
+      if (view === 'workbench') {
        void ensureRequestsLoaded()
      }
    },
@@ -168,7 +178,14 @@ export function useAppShell() {

  function handleNavigate(view) {
    smartEntryOpen.value = false
+    const shouldRefreshCurrentDocumentCenter =
+      view === 'documents'
+      && activeView.value === 'documents'
+      && route.name === 'app-documents'
    setView(view)
+    if (shouldRefreshCurrentDocumentCenter) {
+      void reloadDocumentCenterRequests()
+    }
  }

  function openFinancialAssistantCreate(source) {
@@ -185,7 +202,9 @@ export function useAppShell() {
      conversation: null,
      scope: null,
      sessionType: '',
-      budgetContext: null
+      budgetContext: null,
+      initialPromptAutoSubmit: true,
+      initialApplicationPreview: null
    }
    smartEntrySessionId.value += 1
  }
@@ -320,6 +339,7 @@ export function useAppShell() {
        || String(payload?.prompt || '').trim()
        || (Array.isArray(payload?.files) && payload.files.length)
        || payload?.conversation
+        || payload?.applicationPreview
    )
    if (smartEntryOpen.value && !shouldReplaceOpenEntry) {
      smartEntryRevealToken.value += 1
@@ -342,6 +362,10 @@ export function useAppShell() {
      sessionType,
      budgetContext: payload.budgetContext && typeof payload.budgetContext === 'object'
        ? payload.budgetContext
+        : null,
+      initialPromptAutoSubmit: payload.initialPromptAutoSubmit !== false,
+      initialApplicationPreview: payload.applicationPreview && typeof payload.applicationPreview === 'object'
+        ? payload.applicationPreview
        : null
    }
    smartEntrySessionId.value += 1
@@ -410,6 +434,7 @@ export function useAppShell() {
    currentView,
    customRange,
    detailMode,
+    documentCenterRefreshToken,
    filteredRequests,
    filters,
    handleApprove,
@@ -429,6 +454,7 @@ export function useAppShell() {
    requestsError,
    requestsLoading,
    reloadRequests,
+    reloadDocumentCenterRequests,
    requests,
    search,
    selectedRequest,
--- a/web/src/composables/useOverviewView.js
+++ b/web/src/composables/useOverviewView.js
@@ -1,4 +1,4 @@
-import { computed, onMounted, ref, watch } from 'vue'
+import { computed, onBeforeUnmount, onMounted, ref, watch } from 'vue'

 import {
  fetchDigitalEmployeeDashboard,
@@ -92,6 +92,9 @@ export function useOverviewView(options = {}) {
  const riskDashboardPayload = ref(null)
  const riskDashboardLoading = ref(false)
  const riskDashboardError = ref(null)
+  const riskDashboardLastUpdatedAt = ref('')
+  let riskDashboardRefreshTimer = 0
+  let riskDashboardRequestSeq = 0
  const digitalEmployeeDashboardPayload = ref(null)
  const digitalEmployeeDashboardLoading = ref(false)
  const digitalEmployeeDashboardError = ref(null)
@@ -178,21 +181,52 @@ export function useOverviewView(options = {}) {
  }

  const loadRiskDashboard = async () => {
+    const requestSeq = ++riskDashboardRequestSeq
    riskDashboardLoading.value = true
    riskDashboardError.value = null

    try {
-      riskDashboardPayload.value = await fetchRiskObservationDashboard({
+      const payload = await fetchRiskObservationDashboard({
        windowDays: activeRiskWindowDays.value,
        limit: 500
      })
+      if (requestSeq !== riskDashboardRequestSeq) {
+        return
+      }
+      riskDashboardPayload.value = payload
+      riskDashboardLastUpdatedAt.value = new Date().toISOString()
    } catch (error) {
+      if (requestSeq !== riskDashboardRequestSeq) {
+        return
+      }
      riskDashboardPayload.value = null
      riskDashboardError.value = error
    } finally {
+      if (requestSeq === riskDashboardRequestSeq) {
        riskDashboardLoading.value = false
      }
    }
+  }
+
+  const startRiskDashboardRealtimeRefresh = () => {
+    if (riskDashboardRefreshTimer) {
+      window.clearInterval(riskDashboardRefreshTimer)
+    }
+    riskDashboardRefreshTimer = window.setInterval(() => {
+      if (document.visibilityState === 'hidden' || riskDashboardLoading.value) {
+        return
+      }
+      void loadRiskDashboard()
+    }, 30_000)
+  }
+
+  const stopRiskDashboardRealtimeRefresh = () => {
+    if (!riskDashboardRefreshTimer) {
+      return
+    }
+    window.clearInterval(riskDashboardRefreshTimer)
+    riskDashboardRefreshTimer = 0
+  }

  const loadDigitalEmployeeDashboard = async () => {
    digitalEmployeeDashboardLoading.value = true
@@ -222,6 +256,11 @@ export function useOverviewView(options = {}) {
    void loadSystemDashboard()
    void loadRiskDashboard()
    void loadDigitalEmployeeDashboard()
+    startRiskDashboardRealtimeRefresh()
+  })
+
+  onBeforeUnmount(() => {
+    stopRiskDashboardRealtimeRefresh()
  })

  watch(
@@ -323,6 +362,9 @@ export function useOverviewView(options = {}) {
  const financeDepartmentRanking = computed(() => (
    financeDashboardPayload.value?.departmentRanking || []
  ))
+  const financeDepartmentEmployeeMix = computed(() => (
+    financeDashboardPayload.value?.departmentEmployeeMix || emptyFinanceDonut
+  ))
  const financeEmployeeRanking = computed(() => (
    financeDashboardPayload.value?.employeeRanking || []
  ))
@@ -501,7 +543,11 @@ export function useOverviewView(options = {}) {
  const activeTrend = computed(() => financeTrend.value)
  const spendTotal = computed(() => financeSpendByCategory.value.reduce((sum, item) => sum + Number(item.value || 0), 0))
  const riskTotal = computed(() => financeExceptionMix.value.reduce((sum, item) => sum + Number(item.value || 0), 0))
+  const departmentEmployeeTotal = computed(() => (
+    financeDepartmentEmployeeMix.value.reduce((sum, item) => sum + Number(item.value || item.amount || 0), 0)
+  ))
  const spendCenterValue = computed(() => formatCurrency(Math.round(spendTotal.value)))
+  const departmentEmployeeCenterValue = computed(() => formatCurrency(Math.round(departmentEmployeeTotal.value)))

  const spendLegend = computed(() => financeSpendByCategory.value.map((item) => ({
    ...item,
@@ -513,6 +559,14 @@ export function useOverviewView(options = {}) {
    display: `${item.value} 单`
  })))

+  const departmentEmployeeLegend = computed(() => financeDepartmentEmployeeMix.value.map((item) => ({
+    ...item,
+    value: Number(item.value || item.amount || 0),
+    display: departmentEmployeeTotal.value
+      ? `${Math.round((Number(item.value || item.amount || 0) / departmentEmployeeTotal.value) * 100)}%`
+      : '0%'
+  })))
+
  const systemToolTotal = computed(() =>
    systemToolCallMix.reduce((sum, item) => sum + item.value, 0)
  )
@@ -542,6 +596,7 @@ export function useOverviewView(options = {}) {
      rank: index + 1,
      shortName: item.name,
      amountLabel: formatCurrency(item.amount),
+      meta: `${Number(item.employeeCount || 0)} 人 / ${Number(item.count || 0)} 单`,
      width: `${Math.max((item.amount / max) * 100, 18)}%`,
      color: item.color
    }))
@@ -561,6 +616,7 @@ export function useOverviewView(options = {}) {
      rank: index + 1,
      shortName: item.name,
      amountLabel: formatCurrency(item.amount),
+      meta: `${item.department || '未归属部门'} / ${Number(item.count || 0)} 单`,
      width: `${Math.max((item.amount / max) * 100, 18)}%`,
      color: item.color
    }))
@@ -738,6 +794,8 @@ export function useOverviewView(options = {}) {
    bottlenecks,
    budgetMetrics,
    budgetSummary,
+    departmentEmployeeCenterValue,
+    departmentEmployeeLegend,
    departmentRangeOptions,
    digitalEmployeeCategoryRows,
    digitalEmployeeDashboard,
@@ -760,6 +818,7 @@ export function useOverviewView(options = {}) {
    rankedEmployees,
    riskDashboard,
    riskDashboardError,
+    riskDashboardLastUpdatedAt,
    riskDashboardLoading,
    riskDailyTrendRows,
    riskLegend,
--- a/web/src/data/metrics.js
+++ b/web/src/data/metrics.js
@@ -163,7 +163,7 @@ export const exceptionMix = [
  { name: '已入账', value: 9, color: 'var(--chart-blue)' }
 ]

-export const departmentRangeOptions = ['本周', '本月', '本季度']
+export const departmentRangeOptions = ['本月', '本季度', '本年', '全部']

 export const bottlenecks = [
  {
--- a/web/src/services/analytics.js
+++ b/web/src/services/analytics.js
@@ -20,6 +20,7 @@ const FINANCE_DASHBOARD_FALLBACK = {
  spendByCategory: null,
  exceptionMix: null,
  departmentRanking: null,
+  departmentEmployeeMix: null,
  employeeRanking: null,
  topClaims: null,
  bottlenecks: null,
@@ -69,6 +70,7 @@ function normalizeFinanceDashboardPayload(payload = {}) {
    spendByCategory: payload.spend_by_category || payload.spendByCategory || null,
    exceptionMix: payload.exception_mix || payload.exceptionMix || null,
    departmentRanking: payload.department_ranking || payload.departmentRanking || null,
+    departmentEmployeeMix: payload.department_employee_mix || payload.departmentEmployeeMix || null,
    employeeRanking: payload.employee_ranking || payload.employeeRanking || null,
    topClaims: payload.top_claims || payload.topClaims || null,
    bottlenecks: payload.bottlenecks || null,
@@ -129,7 +131,7 @@ export async function fetchFinanceDashboard(options = {}) {
  if (options.endDate) search.set('end_date', String(options.endDate))

  const payload = await apiRequest(`/analytics/finance-dashboard?${search.toString()}`, {
-    timeoutMs: Number(options.timeoutMs || 3500),
+    timeoutMs: Number(options.timeoutMs || 10000),
    timeoutMessage: '财务看板真实数据加载超时，已保留本地展示数据。'
  })

--- a/web/src/utils/expenseApplicationPreview.js
+++ b/web/src/utils/expenseApplicationPreview.js
@@ -121,6 +121,10 @@ function resolveDaysFromDateRange(rangeText) {
  return diffDays >= 0 ? `${diffDays + 1}天` : ''
 }

+export function resolveApplicationDaysFromDateRange(rangeText) {
+  return resolveDaysFromDateRange(rangeText)
+}
+
 function resolvePreviewToday(options = {}) {
  const explicitToday = String(options.today || options.currentDate || '').trim()
  if (parseIsoDate(explicitToday)) return normalizeDateText(explicitToday)
--- a/web/src/utils/travelApplicationPlanning.js
+++ b/web/src/utils/travelApplicationPlanning.js
@@ -0,0 +1,119 @@
+export const TRAVEL_PLANNING_ACTION_GENERATE = 'generate_travel_application_plan'
+export const TRAVEL_PLANNING_ACTION_SKIP = 'skip_travel_application_plan'
+
+function normalizeText(value) {
+  return String(value || '').trim()
+}
+
+function isTravelApplication(applicationType = '') {
+  return /差旅|出差/.test(normalizeText(applicationType))
+}
+
+function extractDateParts(timeText = '') {
+  const dates = normalizeText(timeText).match(/20\d{2}[-/.]\d{1,2}[-/.]\d{1,2}/g) || []
+  return {
+    startDate: dates[0] || '',
+    endDate: dates[dates.length - 1] || dates[0] || ''
+  }
+}
+
+function resolveTravelPlanningContext(preview = {}, draftPayload = {}) {
+  const fields = preview?.fields && typeof preview.fields === 'object' ? preview.fields : {}
+  const applicationType = normalizeText(fields.applicationType)
+  if (!isTravelApplication(applicationType)) {
+    return null
+  }
+
+  const location = normalizeText(fields.location)
+  const time = normalizeText(fields.time)
+  if (!location || !time) {
+    return null
+  }
+
+  const dates = extractDateParts(time)
+  return {
+    applicationType,
+    location,
+    time,
+    startDate: dates.startDate,
+    endDate: dates.endDate,
+    days: normalizeText(fields.days),
+    transportMode: normalizeText(fields.transportMode),
+    reason: normalizeText(fields.reason),
+    claimNo: normalizeText(draftPayload?.claim_no || draftPayload?.claimNo)
+  }
+}
+
+export function buildTravelPlanningNudgeMessage(preview = {}, draftPayload = {}) {
+  const context = resolveTravelPlanningContext(preview, draftPayload)
+  if (!context) {
+    return ''
+  }
+
+  const timeCopy = context.startDate && context.endDate && context.startDate !== context.endDate
+    ? `${context.startDate} 至 ${context.endDate}`
+    : context.time
+  const transportCopy = context.transportMode ? `、${context.transportMode}时间窗口` : '、交通方式比选'
+  return [
+    `本次${context.location}差旅申请已经提交。`,
+    `如果你愿意，我可以继续按 ${timeCopy} 帮你整理一版行程规划，包括出发/返程${transportCopy}、酒店区域建议和还需要确认的事项。`
+  ].join('\n')
+}
+
+export function buildTravelPlanningSuggestedActions(preview = {}, draftPayload = {}) {
+  const context = resolveTravelPlanningContext(preview, draftPayload)
+  if (!context) {
+    return []
+  }
+
+  return [
+    {
+      label: '生成行程规划',
+      action_type: TRAVEL_PLANNING_ACTION_GENERATE,
+      description: '按本次申请的地点和时间给出交通、酒店和待确认事项。',
+      icon: 'mdi mdi-map-clock-outline',
+      emphasis: 'primary',
+      payload: {
+        context
+      }
+    },
+    {
+      label: '暂不需要',
+      action_type: TRAVEL_PLANNING_ACTION_SKIP,
+      description: '保留申请结果，不继续生成规划。',
+      icon: 'mdi mdi-check-outline',
+      payload: {
+        context
+      }
+    }
+  ]
+}
+
+export function buildTravelPlanningRecommendation(preview = {}, draftPayload = {}) {
+  const context = resolveTravelPlanningContext(preview, draftPayload)
+  if (!context) {
+    return ''
+  }
+
+  const outboundDate = context.startDate || '出发当天'
+  const returnDate = context.endDate || '返回当天'
+  const transport = context.transportMode || '火车/飞机'
+  const reasonLine = context.reason ? `业务安排：${context.reason}` : '业务安排：以申请事由为准，出发前再确认具体到场时间。'
+  const hotelArea = `${context.location}核心办公区、客户现场周边或交通枢纽 30 分钟通勤范围内`
+  const claimLine = context.claimNo ? `关联申请单：${context.claimNo}` : ''
+
+  return [
+    '可以，先给你一版轻量行程规划，后续你可以继续补充偏好。',
+    '',
+    claimLine,
+    `行程时间：${context.time}${context.days ? `（${context.days}）` : ''}`,
+    reasonLine,
+    '',
+    `交通建议：${outboundDate} 优先看上午到中午抵达 ${context.location} 的${transport}班次，预留到达后 1.5 小时交通和现场准备时间；${returnDate} 优先看下午或晚间返程，避免压缩最后一天工作安排。`,
+    `酒店建议：优先选择${hotelArea}，同时关注可开发票、可取消、早餐和离现场距离。`,
+    '需要确认：出发城市、客户现场地址、是否需要同行人、是否有指定住宿协议酒店、是否需要提前准备会议室或网络环境。',
+    '',
+    '你也可以继续告诉我出发城市、偏好的交通方式或预算，我再把规划细化成更具体的时间段。'
+  ].filter(Boolean).join('\n')
+}
+
--- a/web/src/utils/workbenchSummary.js
+++ b/web/src/utils/workbenchSummary.js
@@ -3,6 +3,10 @@ function parseNumber(value) {
  return Number.isFinite(nextValue) ? nextValue : 0
 }

+function normalizeText(value) {
+  return String(value ?? '').trim()
+}
+
 function toDate(value) {
  if (!value) {
    return null
@@ -60,6 +64,174 @@ function formatCurrency(value) {
  }).format(parseNumber(value))
 }

+function resolveRequestIdentity(request) {
+  return normalizeText(request?.claimNo || request?.claim_no || request?.id || request?.claimId)
+}
+
+function resolveRequestTarget(request) {
+  return {
+    type: 'document',
+    id: normalizeText(request?.claimId || request?.id),
+    claimNo: resolveRequestIdentity(request)
+  }
+}
+
+function resolveStatusTone(approvalKey) {
+  if (approvalKey === 'supplement' || approvalKey === 'rejected') return 'danger'
+  if (approvalKey === 'draft') return 'success'
+  if (approvalKey === 'pending_payment') return 'warning'
+  if (approvalKey === 'in_progress') return 'info'
+  return 'muted'
+}
+
+function resolveTodoAction(request) {
+  const approvalKey = normalizeText(request?.approvalKey)
+  const status = normalizeText(request?.status || request?.approvalStatus)
+
+  if (approvalKey === 'supplement' || approvalKey === 'rejected') {
+    return {
+      title: '补充或修改单据',
+      status: approvalKey === 'rejected' ? '退回修改' : '待补充',
+      statusTone: 'danger',
+      iconKey: 'receipts',
+      color: 'var(--danger)',
+      accent: 'var(--danger-soft)'
+    }
+  }
+
+  if (approvalKey === 'draft' || /draft|草稿|待提交/i.test(status)) {
+    return {
+      title: '提交草稿单据',
+      status: '待提交',
+      statusTone: 'success',
+      iconKey: 'travelDraft',
+      color: 'var(--theme-primary)',
+      accent: 'var(--theme-primary-soft)'
+    }
+  }
+
+  return null
+}
+
+function buildTodoItems(ownedRequests) {
+  return ownedRequests
+    .map((request) => {
+      const action = resolveTodoAction(request)
+      if (!action) {
+        return null
+      }
+
+      const requestId = resolveRequestIdentity(request)
+      const title = normalizeText(request?.title || request?.note || request?.sceneLabel) || requestId
+
+      return {
+        ...action,
+        id: requestId,
+        requestId,
+        title: action.title,
+        description: `${requestId || '单据'} · ${title || '费用单据'}`,
+        due: normalizeText(request?.updatedAt || request?.applyTime || request?.submittedAt) || '待处理',
+        target: resolveRequestTarget(request),
+        prompt: `帮我处理 ${requestId || title}：${action.status}`
+      }
+    })
+    .filter(Boolean)
+    .sort((left, right) => normalizeText(right.due).localeCompare(normalizeText(left.due)))
+}
+
+function resolveProgressStatusTone(approvalKey) {
+  if (approvalKey === 'completed') return 'muted'
+  if (approvalKey === 'pending_payment') return 'warning'
+  if (approvalKey === 'supplement' || approvalKey === 'rejected') return 'danger'
+  return 'success'
+}
+
+function resolveCurrentProgressIndex(steps) {
+  const currentIndex = steps.findIndex((step) => step?.current)
+  if (currentIndex >= 0) {
+    return currentIndex
+  }
+
+  const activeIndex = steps.findLastIndex((step) => step?.active || step?.done)
+  return Math.max(0, activeIndex)
+}
+
+export function buildAdjacentProgressSteps(steps = [], windowSize = 4) {
+  const rows = Array.isArray(steps) ? steps : []
+  if (!rows.length) {
+    return []
+  }
+
+  const currentIndex = resolveCurrentProgressIndex(rows)
+  const safeWindowSize = Math.max(1, Number(windowSize) || 4)
+  let start = Math.max(0, currentIndex - 1)
+  let end = Math.min(rows.length, start + safeWindowSize)
+
+  if (end - start < safeWindowSize) {
+    start = Math.max(0, end - safeWindowSize)
+  }
+
+  return rows.slice(start, end).map((step) => ({
+    label: normalizeText(step.label || step.rawLabel),
+    done: Boolean(step.done),
+    current: Boolean(step.current),
+    title: normalizeText(step.title || step.time || step.detail)
+  }))
+}
+
+function buildProgressItems(ownedRequests) {
+  return ownedRequests
+    .filter((request) => Array.isArray(request?.progressSteps) && request.progressSteps.length)
+    .map((request) => {
+      const requestId = resolveRequestIdentity(request)
+      const steps = buildAdjacentProgressSteps(request.progressSteps, 4)
+      const currentStep = steps.find((step) => step.current)
+      const title = normalizeText(request?.title || request?.note || request?.sceneLabel) || '费用单据'
+
+      return {
+        id: requestId,
+        requestId,
+        title,
+        amount: formatCurrency(request?.amount),
+        status: normalizeText(request?.approvalStatus || currentStep?.label) || '处理中',
+        statusTone: resolveProgressStatusTone(normalizeText(request?.approvalKey)),
+        updatedAt: normalizeText(request?.updatedAt || request?.submittedAt || request?.createdAt),
+        steps,
+        target: resolveRequestTarget(request),
+        prompt: `查询 ${requestId || title} 的费用进度`
+      }
+    })
+    .sort((left, right) => normalizeText(right.updatedAt).localeCompare(normalizeText(left.updatedAt)))
+}
+
+function buildNotifications(todoItems, progressItems) {
+  const todoNotifications = todoItems.map((item) => ({
+    id: `todo:${item.requestId || item.description}`,
+    title: item.status,
+    description: item.description,
+    time: item.due,
+    unread: true,
+    tone: item.statusTone,
+    target: item.target,
+    prompt: item.prompt
+  }))
+
+  const progressNotifications = progressItems
+    .filter((item) => ['danger', 'warning'].includes(item.statusTone))
+    .map((item) => ({
+      id: `progress:${item.requestId || item.title}`,
+      title: item.status,
+      description: `${item.requestId || '单据'} · ${item.title}`,
+      time: item.updatedAt || '最近更新',
+      unread: false,
+      tone: item.statusTone,
+      target: item.target,
+      prompt: item.prompt
+    }))
+
+  return [...todoNotifications, ...progressNotifications]
+}
+
 export function buildWorkbenchSummary(requests, currentUser) {
  const ownedRequests = Array.isArray(requests)
    ? requests.filter((item) => belongsToCurrentUser(item, currentUser))
@@ -79,6 +251,9 @@ export function buildWorkbenchSummary(requests, currentUser) {
  const completedCount = ownedRequests.filter((item) => item.approvalKey === 'completed').length
  const returnCount = ownedRequests.filter((item) => item.approvalKey === 'rejected').length
  const highRiskCount = monthlyClaims.filter((item) => hasHighRiskFlag(item)).length
+  const todoItems = buildTodoItems(ownedRequests)
+  const progressItems = buildProgressItems(ownedRequests)
+  const notifications = buildNotifications(todoItems, progressItems)

  return {
    monthlyCount,
@@ -91,6 +266,10 @@ export function buildWorkbenchSummary(requests, currentUser) {
    pendingPaymentCount,
    completedCount,
    returnCount,
-    highRiskCount
+    highRiskCount,
+    todoItems,
+    progressItems,
+    notifications,
+    unreadNotificationCount: notifications.filter((item) => item.unread).length
  }
 }
--- a/web/src/views/AppShellRouteView.vue
+++ b/web/src/views/AppShellRouteView.vue
@@ -71,6 +71,7 @@
        :knowledge-summary="knowledgeSummary"
        :request-summary="requestSummary"
        :document-summary="documentSummary"
+        :workbench-summary="workbenchSummary"
        :digital-employee-summary="digitalEmployeeSummary"
        :company-name="ENTERPRISE_DISPLAY_NAME"
        :detail-mode="resolvedDetailMode"
@@ -84,6 +85,7 @@
        @update:overview-dashboard="overviewDashboard = $event"
        @batch-approve="toast('已批量通过 23 条审批任务。')"
        @new-application="openExpenseApplicationCreate"
+        @open-document="openWorkbenchDocument"
      />

      <FilterBar
@@ -124,6 +126,7 @@
          :assistant-modal-open="smartEntryOpen"
          :workbench-summary="workbenchSummary"
          @open-assistant="openSmartEntry"
+          @open-document="openWorkbenchDocument"
        />

        <TravelRequestDetailView
@@ -142,6 +145,7 @@
          :has-data="requests.length > 0"
          :loading="requestsLoading"
          :error="requestsError"
+          :refresh-token="documentCenterRefreshToken"
          @open-document="openRequestDetail"
          @create-request="openTravelCreate"
          @create-application="openExpenseApplicationCreate"
@@ -188,6 +192,8 @@
      :initial-conversation="smartEntryContext.conversation"
      :initial-session-type="smartEntryContext.sessionType"
      :initial-budget-context="smartEntryContext.budgetContext"
+      :initial-prompt-auto-submit="smartEntryContext.initialPromptAutoSubmit"
+      :initial-application-preview="smartEntryContext.initialApplicationPreview"
      :entry-source="smartEntryContext.source"
      :request-context="smartEntryContext.request"
      :invalidated-draft-claim-id="smartEntryInvalidatedDraftClaimId"
@@ -274,6 +280,7 @@ const {
  customRange,
  detailAlerts,
  detailMode,
+  documentCenterRefreshToken,
  filteredRequests,
  filters,
  handleApprove,
@@ -292,6 +299,7 @@ const {
  workbenchSummary,
  requestsError,
  requestsLoading,
+  reloadDocumentCenterRequests,
  reloadRequests,
  requests,
  search,
@@ -351,6 +359,20 @@ const resolvedDetailKpis = computed(() => (
  customDetailTopBarActive.value ? detailTopBarPayload.value?.kpis || [] : []
 ))

+function openWorkbenchDocument(payload = {}) {
+  const requestId = String(payload.claimId || payload.id || payload.claimNo || '').trim()
+  if (!requestId) {
+    return
+  }
+
+  const request = requests.value.find((item) => (
+    String(item.claimId || '').trim() === requestId
+    || String(item.id || '').trim() === requestId
+    || String(item.claimNo || '').trim() === requestId
+  ))
+  openRequestDetail(request || payload)
+}
+
 function handleLogout() {
  logout('manual')
 }
--- a/web/src/views/BudgetCenterView.vue
+++ b/web/src/views/BudgetCenterView.vue
@@ -196,35 +196,16 @@
        </table>
      </div>

-      <footer v-if="showTable" class="list-foot">
-        <span class="page-summary">{{ pageSummary }}</span>
-        <div class="pager" aria-label="分页">
-          <button class="page-nav" type="button" :disabled="budgetPage === 1" aria-label="上一页" @click="goToBudgetPage(budgetPage - 1)">
-            <i class="mdi mdi-chevron-left"></i>
-          </button>
-          <button
-            v-for="page in budgetPageNumbers"
-            :key="page"
-            class="page-number"
-            :class="{ active: budgetPage === page }"
-            type="button"
-            :aria-current="budgetPage === page ? 'page' : undefined"
-            @click="goToBudgetPage(page)"
-          >
-            {{ page }}
-          </button>
-          <button class="page-nav" type="button" :disabled="budgetPage === totalBudgetPages" aria-label="下一页" @click="goToBudgetPage(budgetPage + 1)">
-            <i class="mdi mdi-chevron-right"></i>
-          </button>
-        </div>
-        <EnterpriseSelect
-          v-model="budgetPageSize"
-          class="page-size-select"
-          :options="budgetPageSizeOptions"
-          size="small"
-          @change="changeBudgetPageSize"
+      <EnterprisePagination
+        v-if="showTable"
+        :current-page="budgetPage"
+        :page-size="budgetPageSize"
+        :page-size-options="budgetPageSizeOptions"
+        :summary="pageSummary"
+        :total-pages="totalBudgetPages"
+        @page-size-change="changeBudgetPageSize"
+        @update:current-page="goToBudgetPage"
      />
-      </footer>
    </article>

    <EnterpriseDetailPage
--- a/web/src/views/DigitalEmployeesView.vue
+++ b/web/src/views/DigitalEmployeesView.vue
@@ -154,7 +154,8 @@ import { isPlatformAdminUser } from '../utils/accessControl.js'
 import {
  DIGITAL_EMPLOYEE_SKILL_CATEGORY_OPTIONS,
  formatDigitalEmployeeCron,
-  isDigitalEmployeeAsset
+  isDigitalEmployeeAsset,
+  shouldDisplayDigitalEmployeeAsset
 } from './scripts/auditViewDigitalEmployeeModel.js'
 import {
  buildDigitalEmployeeScheduleConfig,
@@ -336,7 +337,9 @@ async function loadEmployees() {
  try {
    const payload = await fetchAgentAssets({ assetType: 'task' })
    const items = Array.isArray(payload)
-      ? payload.filter(isDigitalEmployeeAsset).map(buildEmployeeListItem)
+      ? payload
+        .filter((asset) => isDigitalEmployeeAsset(asset) && shouldDisplayDigitalEmployeeAsset(asset))
+        .map(buildEmployeeListItem)
      : []

    employees.value = sortEmployees(items)
--- a/web/src/views/DocumentsCenterView.vue
+++ b/web/src/views/DocumentsCenterView.vue
@@ -215,36 +215,23 @@
        </table>
      </div>

-      <footer v-if="showTable" class="list-foot">
-        <span class="page-summary">共 {{ filteredRows.length }} 条，目前第 {{ currentPage }} 页</span>
-        <div class="pager" aria-label="分页">
-          <button class="page-nav" type="button" :disabled="currentPage === 1" aria-label="上一页" @click="currentPage--">
-            <i class="mdi mdi-chevron-left"></i>
-          </button>
-          <button
-            v-for="page in totalPages"
-            :key="page"
-            class="page-number"
-            :class="{ active: currentPage === page }"
-            type="button"
-            :aria-current="currentPage === page ? 'page' : undefined"
-            @click="currentPage = page"
-          >
-            {{ page }}
-          </button>
-          <button class="page-nav" type="button" :disabled="currentPage === totalPages" aria-label="下一页" @click="currentPage++">
-            <i class="mdi mdi-chevron-right"></i>
-          </button>
-        </div>
-        <EnterpriseSelect v-model="pageSize" class="page-size-select" :options="pageSizeOptions" size="small" @change="changePageSize" />
-      </footer>
+      <EnterprisePagination
+        v-if="showTable"
+        :current-page="currentPage"
+        :page-size="pageSize"
+        :page-size-options="pageSizeOptions"
+        :summary="pageSummary"
+        :total-pages="totalPages"
+        @page-size-change="changePageSize"
+        @update:current-page="currentPage = $event"
+      />
    </article>
  </section>
 </template>

 <script setup>
 import { computed, onMounted, ref, watch } from 'vue'
-import EnterpriseSelect from '../components/shared/EnterpriseSelect.vue'
+import EnterprisePagination from '../components/shared/EnterprisePagination.vue'
 import TableEmptyState from '../components/shared/TableEmptyState.vue'
 import TableLoadingState from '../components/shared/TableLoadingState.vue'
 import { useMinimumVisibleState } from '../composables/useMinimumVisibleState.js'
@@ -318,7 +305,8 @@ const props = defineProps({
  filteredRequests: { type: Array, required: true },
  hasData: { type: Boolean, default: false },
  loading: { type: Boolean, default: false },
-  error: { type: String, default: '' }
+  error: { type: String, default: '' },
+  refreshToken: { type: Number, default: 0 }
 })
 const emit = defineEmits([
  'open-document',
@@ -463,6 +451,7 @@ const filteredRows = computed(() => {
 })

 const totalPages = computed(() => Math.max(1, Math.ceil(filteredRows.value.length / pageSize.value)))
+const pageSummary = computed(() => `共 ${filteredRows.value.length} 条，目前第 ${currentPage.value} / ${totalPages.value} 页`)
 const visibleRows = computed(() => {
  const start = (currentPage.value - 1) * pageSize.value
  return filteredRows.value.slice(start, start + pageSize.value)
@@ -832,6 +821,15 @@ watch(documentSummary, (summary) => {
 onMounted(() => {
  void loadSupportingRows()
 })
+
+watch(
+  () => props.refreshToken,
+  (token, previousToken) => {
+    if (token && token !== previousToken) {
+      void loadSupportingRows()
+    }
+  }
+)
 </script>

 <style scoped src="../assets/styles/components/document-list-shared.css"></style>
--- a/web/src/views/EmployeeManagementView.vue
+++ b/web/src/views/EmployeeManagementView.vue
@@ -657,47 +657,16 @@
          </table>
        </div>

-        <footer v-if="!loading && !errorMessage && totalCount" class="list-foot">
-          <span class="page-summary">共 {{ totalCount }} 条，目前第 {{ currentPage }} 页</span>
-          <div class="pager" aria-label="分页">
-            <button
-              class="page-nav"
-              type="button"
-              :disabled="currentPage === 1"
-              aria-label="上一页"
-              @click="currentPage--"
-            >
-              <i class="mdi mdi-chevron-left"></i>
-            </button>
-            <button
-              v-for="page in totalPages"
-              :key="page"
-              class="page-number"
-              :class="{ active: currentPage === page }"
-              type="button"
-              :aria-current="currentPage === page ? 'page' : undefined"
-              @click="currentPage = page"
-            >
-              {{ page }}
-            </button>
-            <button
-              class="page-nav"
-              type="button"
-              :disabled="currentPage === totalPages"
-              aria-label="下一页"
-              @click="currentPage++"
-            >
-              <i class="mdi mdi-chevron-right"></i>
-            </button>
-          </div>
-          <EnterpriseSelect
-            v-model="pageSize"
-            class="page-size-select"
-            :options="pageSizeOptions"
-            size="small"
-            @change="changePageSize"
+        <EnterprisePagination
+          v-if="!loading && !errorMessage && totalCount"
+          :current-page="currentPage"
+          :page-size="pageSize"
+          :page-size-options="pageSizeOptions"
+          :summary="pageSummary"
+          :total-pages="totalPages"
+          @page-size-change="changePageSize"
+          @update:current-page="currentPage = $event"
        />
-        </footer>
      </article>
    </Transition>

--- a/web/src/views/LogsView.vue
+++ b/web/src/views/LogsView.vue
@@ -14,9 +14,8 @@
        :empty="!systemLogLoading && !visibleSystemLogEntries.length"
        :total="totalCount"
        :total-pages="totalPages"
-        :pages="visiblePageItems"
        :page-size-options="pageSizeOptions"
-        :summary="`共 ${totalCount} 条系统日志，当前第 ${currentPage} 页`"
+        :summary="`共 ${totalCount} 条系统日志，当前第 ${currentPage} / ${totalPages} 页`"
        :show-pagination="!systemLogLoading && filteredSystemLogEntries.length > 0"
        loading-title="系统日志同步中"
        loading-message="正在加载系统运行日志记录"
--- a/web/src/views/OverviewView.vue
+++ b/web/src/views/OverviewView.vue
@@ -69,7 +69,7 @@
      <div class="content-grid bottom-grid">
        <article class="panel dashboard-card rank-panel">
          <div class="card-head">
-            <h3>部门报销排行（费用金额）<i class="mdi mdi-information-outline"></i></h3>
+            <h3>部门报销排行 <i class="mdi mdi-information-outline"></i></h3>
            <EnterpriseSelect
              v-model="activeDepartmentRange"
              class="card-select"
@@ -84,7 +84,14 @@

        <article class="panel dashboard-card employee-rank-panel">
          <div class="card-head">
-            <h3>个人报销排行（本月）<i class="mdi mdi-information-outline"></i></h3>
+            <h3>个人报销排行 <i class="mdi mdi-information-outline"></i></h3>
+            <EnterpriseSelect
+              v-model="activeDepartmentRange"
+              class="card-select"
+              :options="departmentRangeOptions"
+              aria-label="个人排行时间范围"
+              size="small"
+            />
          </div>

          <BarChart :items="rankedEmployees" />
@@ -92,7 +99,17 @@

        <article class="panel dashboard-card top-claim-panel">
          <div class="card-head">
-            <h3>本月高额单据 <i class="mdi mdi-information-outline"></i></h3>
+            <h3>高额单据 <i class="mdi mdi-information-outline"></i></h3>
+            <span class="card-range-chip">{{ activeDepartmentRange }}</span>
+          </div>
+
+          <div class="top-claim-split">
+            <div class="department-employee-mix">
+              <DonutChart
+                :items="departmentEmployeeLegend"
+                :center-value="departmentEmployeeCenterValue"
+                center-label="人员占比"
+              />
            </div>

            <div class="top-claim-list">
@@ -111,6 +128,7 @@
                </div>
              </div>
            </div>
+          </div>
        </article>

        <article class="panel dashboard-card budget-metrics-panel">
@@ -158,6 +176,7 @@
      :dashboard="riskDashboard"
      :loading="riskDashboardLoading"
      :error="riskDashboardError"
+      :last-updated-at="riskDashboardLastUpdatedAt"
      :level-legend="riskLevelLegend"
      :source-legend="riskSourceLegend"
      :signal-ranking="riskSignalRanking"
@@ -358,6 +377,8 @@ const {
  activeTrendRange,
  budgetMetrics,
  budgetSummary,
+  departmentEmployeeCenterValue,
+  departmentEmployeeLegend,
  departmentRangeOptions,
  digitalEmployeeCategoryRows,
  digitalEmployeeDashboard,
@@ -371,6 +392,7 @@ const {
  rankedEmployees,
  riskDashboard,
  riskDashboardError,
+  riskDashboardLastUpdatedAt,
  riskDashboardLoading,
  riskDailyTrendRows,
  riskKpiMetrics,
--- a/web/src/views/PersonalWorkbenchView.vue
+++ b/web/src/views/PersonalWorkbenchView.vue
@@ -4,6 +4,7 @@
    :assistant-modal-open="assistantModalOpen"
    :workbench-summary="workbenchSummary"
    @open-assistant="emit('open-assistant', $event)"
+    @open-document="emit('open-document', $event)"
  />
 </template>

@@ -15,5 +16,5 @@ defineProps({
  workbenchSummary: { type: Object, default: () => ({}) }
 })

-const emit = defineEmits(['open-assistant'])
+const emit = defineEmits(['open-assistant', 'open-document'])
 </script>
--- a/web/src/views/PoliciesView.vue
+++ b/web/src/views/PoliciesView.vue
@@ -146,35 +146,15 @@
                </table>
              </div>

-              <footer class="list-foot">
-                <span class="page-summary">共 {{ totalCount }} 条，目前第 {{ currentPage }} 页</span>
-                <div class="pager" aria-label="分页">
-                  <button class="page-nav" type="button" :disabled="currentPage === 1" aria-label="上一页" @click="currentPage--">
-                    <i class="mdi mdi-chevron-left"></i>
-                  </button>
-                  <button
-                    v-for="page in totalPages"
-                    :key="page"
-                    class="page-number"
-                    :class="{ active: currentPage === page }"
-                    type="button"
-                    :aria-current="currentPage === page ? 'page' : undefined"
-                    @click="currentPage = page"
-                  >
-                    {{ page }}
-                  </button>
-                  <button class="page-nav" type="button" :disabled="currentPage === totalPages" aria-label="下一页" @click="currentPage++">
-                    <i class="mdi mdi-chevron-right"></i>
-                  </button>
-                </div>
-                <EnterpriseSelect
-                  v-model="pageSize"
-                  class="page-size-select"
-                  :options="pageSizeOptions"
-                  size="small"
-                  @change="changePageSize"
+              <EnterprisePagination
+                :current-page="currentPage"
+                :page-size="pageSize"
+                :page-size-options="pageSizeOptions"
+                :summary="pageSummary"
+                :total-pages="totalPages"
+                @page-size-change="changePageSize"
+                @update:current-page="currentPage = $event"
              />
-              </footer>
            </section>
          </div>
        </article>
--- a/web/src/views/ReceiptFolderView.vue
+++ b/web/src/views/ReceiptFolderView.vue
@@ -112,28 +112,16 @@
        </table>
      </div>

-      <footer v-if="showTable" class="list-foot">
-        <span class="page-summary">共 {{ filteredRows.length }} 条，目前第 {{ currentPage }} 页</span>
-        <div class="pager" aria-label="分页">
-          <button class="page-nav" type="button" :disabled="currentPage === 1" aria-label="上一页" @click="currentPage--">
-            <i class="mdi mdi-chevron-left"></i>
-          </button>
-          <button
-            v-for="page in totalPages"
-            :key="page"
-            class="page-number"
-            :class="{ active: currentPage === page }"
-            type="button"
-            @click="currentPage = page"
-          >
-            {{ page }}
-          </button>
-          <button class="page-nav" type="button" :disabled="currentPage === totalPages" aria-label="下一页" @click="currentPage++">
-            <i class="mdi mdi-chevron-right"></i>
-          </button>
-        </div>
-        <EnterpriseSelect v-model="pageSize" class="page-size-select" :options="pageSizeOptions" size="small" @change="currentPage = 1" />
-      </footer>
+      <EnterprisePagination
+        v-if="showTable"
+        :current-page="currentPage"
+        :page-size="pageSize"
+        :page-size-options="pageSizeOptions"
+        :summary="pageSummary"
+        :total-pages="totalPages"
+        @page-size-change="changePageSize"
+        @update:current-page="currentPage = $event"
+      />
    </article>

    <EnterpriseDetailPage
@@ -395,7 +383,7 @@ import { ElCheckbox, ElCheckboxGroup } from 'element-plus/es/components/checkbox
 import { ElCollapse, ElCollapseItem } from 'element-plus/es/components/collapse/index.mjs'
 import { ElDialog } from 'element-plus/es/components/dialog/index.mjs'

-import EnterpriseSelect from '../components/shared/EnterpriseSelect.vue'
+import EnterprisePagination from '../components/shared/EnterprisePagination.vue'
 import EnterpriseDetailCard from '../components/shared/EnterpriseDetailCard.vue'
 import EnterpriseDetailPage from '../components/shared/EnterpriseDetailPage.vue'
 import TableEmptyState from '../components/shared/TableEmptyState.vue'
@@ -477,6 +465,7 @@ const filteredRows = computed(() => {
  ].filter(Boolean).join('').toLowerCase().includes(normalized))
 })
 const totalPages = computed(() => Math.max(1, Math.ceil(filteredRows.value.length / pageSize.value)))
+const pageSummary = computed(() => `共 ${filteredRows.value.length} 条，目前第 ${currentPage.value} / ${totalPages.value} 页`)
 const visibleRows = computed(() => {
  const start = (currentPage.value - 1) * pageSize.value
  return filteredRows.value.slice(start, start + pageSize.value)
@@ -599,6 +588,11 @@ function switchStatus(status) {
  activeStatus.value = status
 }

+function changePageSize(size) {
+  pageSize.value = Number(size) || pageSize.value
+  currentPage.value = 1
+}
+
 async function reloadReceipts() {
  loading.value = true
  error.value = ''
--- a/web/src/views/TravelRequestDetailView.vue
+++ b/web/src/views/TravelRequestDetailView.vue
@@ -476,6 +476,16 @@
            <i class="mdi mdi-trash-can-outline"></i>
            {{ deleteBusy ? '删除中' : deleteActionLabel }}
          </button>
+          <button
+            v-if="canModifyReturnedApplication"
+            class="secondary-action"
+            type="button"
+            :disabled="actionBusy"
+            @click="handleModifyApplication"
+          >
+            <i class="mdi mdi-pencil-outline"></i>
+            修改申请
+          </button>
          <button class="approve-action" type="button" :disabled="!canSubmit" @click="handleSubmit">
            <i :class="submitActionIcon"></i>
            {{ submitActionLabel }}
@@ -773,3 +783,4 @@
 <script src="./scripts/TravelRequestDetailView.js"></script>
 <style scoped src="../assets/styles/views/travel-request-detail-view.css"></style>
 <style scoped src="../assets/styles/views/travel-request-detail-view-part2.css"></style>
+<style scoped src="../assets/styles/views/travel-request-detail-responsive.css"></style>
--- a/web/src/views/scripts/BudgetCenterView.js
+++ b/web/src/views/scripts/BudgetCenterView.js
@@ -4,6 +4,7 @@ import { ElButton } from 'element-plus/es/components/button/index.mjs'
 import BudgetTrendChart from '../../components/charts/BudgetTrendChart.vue'
 import EnterpriseDetailCard from '../../components/shared/EnterpriseDetailCard.vue'
 import EnterpriseDetailPage from '../../components/shared/EnterpriseDetailPage.vue'
+import EnterprisePagination from '../../components/shared/EnterprisePagination.vue'
 import EnterpriseSelect from '../../components/shared/EnterpriseSelect.vue'
 import TableEmptyState from '../../components/shared/TableEmptyState.vue'
 import TableLoadingState from '../../components/shared/TableLoadingState.vue'
@@ -98,6 +99,7 @@ export default {
  emits: ['openAssistant', 'detail-open-change', 'detail-topbar-change'],
  components: {
    BudgetTrendChart,
+    EnterprisePagination,
    EnterpriseSelect,
    EnterpriseDetailCard,
    EnterpriseDetailPage,
@@ -169,9 +171,6 @@ export default {
    const currentBudgetPage = computed(() =>
      Math.min(Math.max(1, budgetPage.value), totalBudgetPages.value)
    )
-    const budgetPageNumbers = computed(() =>
-      Array.from({ length: totalBudgetPages.value }, (_, index) => index + 1)
-    )
    const visibleBudgetRows = computed(() => {
      const pageSize = Number(budgetPageSize.value || 8)
      const start = (currentBudgetPage.value - 1) * pageSize
@@ -227,7 +226,7 @@ export default {
      artLabel: '预算列表为空',
      tips: ['可以调整年度、季度、状态或关键词后重试。']
    }))
-    const pageSummary = computed(() => `共 ${totalBudgetRows.value} 条，目前第 ${currentBudgetPage.value} 页`)
+    const pageSummary = computed(() => `共 ${totalBudgetRows.value} 条，目前第 ${currentBudgetPage.value} / ${totalBudgetPages.value} 页`)

    function buildBudgetAssistantContext(row, mode = 'edit') {
      if (!row) return null
@@ -425,7 +424,6 @@ export default {
      budgetKeyword,
      budgetLoading,
      budgetPage: currentBudgetPage,
-      budgetPageNumbers,
      budgetPageSize,
      budgetPageSizeOptions,
      budgetScopeTabs,
--- a/web/src/views/scripts/EmployeeManagementView.js
+++ b/web/src/views/scripts/EmployeeManagementView.js
@@ -1,6 +1,7 @@
 import { computed, onBeforeUnmount, onMounted, ref, watch } from 'vue'

 import ConfirmDialog from '../../components/shared/ConfirmDialog.vue'
+import EnterprisePagination from '../../components/shared/EnterprisePagination.vue'
 import EnterpriseSelect from '../../components/shared/EnterpriseSelect.vue'
 import TableLoadingState from '../../components/shared/TableLoadingState.vue'
 import TableEmptyState from '../../components/shared/TableEmptyState.vue'
@@ -452,6 +453,7 @@ export default {
  name: 'EmployeeManagementView',
  components: {
    ConfirmDialog,
+    EnterprisePagination,
    EnterpriseSelect,
    TableLoadingState,
    TableEmptyState
@@ -672,6 +674,7 @@ export default {

    const totalCount = computed(() => filteredEmployees.value.length)
    const totalPages = computed(() => Math.max(1, Math.ceil(totalCount.value / pageSize.value)))
+    const pageSummary = computed(() => `共 ${totalCount.value} 条，目前第 ${currentPage.value} / ${totalPages.value} 页`)

    const visibleEmployees = computed(() => {
      const start = (currentPage.value - 1) * pageSize.value
@@ -1469,6 +1472,7 @@ export default {
      hasEmployeeFilters,
      totalCount,
      totalPages,
+      pageSummary,
      resetFilters,
      handleEmployeeEmptyAction,
      openEmployeeDetail,
--- a/web/src/views/scripts/LogsView.js
+++ b/web/src/views/scripts/LogsView.js
@@ -152,12 +152,6 @@ export default {
      filteredSystemLogEntries.value.filter((entry) => entry.level === 'INFO').length
    )
    const totalPages = computed(() => Math.max(1, Math.ceil(totalCount.value / pageSize.value)))
-    const visiblePageItems = computed(() => {
-      if (totalPages.value <= 6) {
-        return Array.from({ length: totalPages.value }, (_, index) => index + 1)
-      }
-      return [1, 2, 3, 4, 5, 'ellipsis', totalPages.value]
-    })
    const visibleSystemLogEntries = computed(() => {
      const start = (currentPage.value - 1) * pageSize.value
      return filteredSystemLogEntries.value.slice(start, start + pageSize.value)
@@ -300,7 +294,6 @@ export default {
      systemSearchKeyword,
      totalCount,
      totalPages,
-      visiblePageItems,
      visibleSystemLogEntries
    }
  }
--- a/web/src/views/scripts/PoliciesView.js
+++ b/web/src/views/scripts/PoliciesView.js
@@ -1,7 +1,7 @@
 import { computed, nextTick, onBeforeUnmount, onMounted, ref, watch } from 'vue'

 import ConfirmDialog from '../../components/shared/ConfirmDialog.vue'
-import EnterpriseSelect from '../../components/shared/EnterpriseSelect.vue'
+import EnterprisePagination from '../../components/shared/EnterprisePagination.vue'
 import TableLoadingState from '../../components/shared/TableLoadingState.vue'
 import { useSystemState } from '../../composables/useSystemState.js'
 import { useToast } from '../../composables/useToast.js'
@@ -87,7 +87,7 @@ export default {
  name: 'PoliciesView',
  components: {
    ConfirmDialog,
-    EnterpriseSelect,
+    EnterprisePagination,
    TableLoadingState
  },
  emits: ['summary-change'],
@@ -184,6 +184,7 @@ export default {

    const totalCount = computed(() => filteredDocuments.value.length)
    const totalPages = computed(() => Math.max(1, Math.ceil(totalCount.value / pageSize.value)))
+    const pageSummary = computed(() => `共 ${totalCount.value} 条，目前第 ${currentPage.value} / ${totalPages.value} 页`)
    const visibleDocuments = computed(() => {
      const start = (currentPage.value - 1) * pageSize.value
      return filteredDocuments.value.slice(start, start + pageSize.value)
@@ -636,6 +637,7 @@ export default {
      loading,
      pageSize,
      pageSizeOptions,
+      pageSummary,
      pageSizes,
      onlyOfficeError,
      onlyOfficeHostId,
--- a/web/src/views/scripts/TravelReimbursementCreateView.js
+++ b/web/src/views/scripts/TravelReimbursementCreateView.js
@@ -49,6 +49,13 @@ import {
  buildLocalApplicationPreviewMessage,
  normalizeApplicationPreview
 } from '../../utils/expenseApplicationPreview.js'
+import {
+  TRAVEL_PLANNING_ACTION_GENERATE,
+  TRAVEL_PLANNING_ACTION_SKIP,
+  buildTravelPlanningNudgeMessage,
+  buildTravelPlanningRecommendation,
+  buildTravelPlanningSuggestedActions
+} from '../../utils/travelApplicationPlanning.js'
 import {
  calculateTravelReimbursement,
  createExpenseClaimItem,
@@ -524,6 +531,14 @@ export default {
      type: String,
      default: ''
    },
+    initialPromptAutoSubmit: {
+      type: Boolean,
+      default: true
+    },
+    initialApplicationPreview: {
+      type: Object,
+      default: null
+    },
    initialFiles: {
      type: Array,
      default: () => []
@@ -629,7 +644,9 @@ export default {
      handleApplicationPreviewEditorKeydown
    } = useApplicationPreviewEditor({
      persistSessionState,
-      toast
+      toast,
+      calculateTravelReimbursement,
+      currentUser
    })

    function applyLinkedApplicationPreviewDateSelection(selection) {
@@ -1372,6 +1389,14 @@ export default {
      currentInsight.value =
        currentInsight.value
        || buildWelcomeInsight(props.entrySource, linkedRequest.value, activeSessionType.value, currentUser.value)
+      if (props.initialApplicationPreview && typeof props.initialApplicationPreview === 'object') {
+        const applicationPreview = normalizeApplicationPreview(props.initialApplicationPreview)
+        messages.value.push(createMessage('assistant', buildLocalApplicationPreviewMessage(applicationPreview), [], {
+          meta: ['修改申请'],
+          applicationPreview
+        }))
+        persistSessionState()
+      }
      if (props.initialPrompt?.trim() || props.initialFiles.length) {
        const initialMerge = mergeFilesWithLimit([], Array.from(props.initialFiles), MAX_ATTACHMENTS)
        composerDraft.value = props.initialPrompt.trim()
@@ -1380,8 +1405,13 @@ export default {
        if (initialMerge.overflowCount > 0) {
          toast(`一次最多上传 ${MAX_ATTACHMENTS} 份附件，已保留前 ${MAX_ATTACHMENTS} 份。`)
        }
+        nextTick(() => {
+          adjustComposerTextareaHeight()
+        })
+        if (props.initialPromptAutoSubmit !== false) {
          submitComposer()
        }
+      }
    })

    onBeforeUnmount(() => {
@@ -1576,6 +1606,32 @@ export default {
      if (await handleGuidedSuggestedAction(message, action)) return
      if (await handleSceneSelectionApplicationGate(message, action)) return

+      if (actionType === TRAVEL_PLANNING_ACTION_GENERATE) {
+        if (!lockSuggestedActionMessage(message, action)) return
+        const sourcePreview = action?.payload?.applicationPreview || action?.payload?.preview || null
+        const sourceDraftPayload = action?.payload?.draftPayload || action?.payload?.draft_payload || null
+        const recommendation = buildTravelPlanningRecommendation(sourcePreview, sourceDraftPayload)
+        if (recommendation) {
+          messages.value.push(createMessage('user', '生成行程规划'))
+          messages.value.push(createMessage('assistant', recommendation, [], {
+            meta: ['行程规划建议']
+          }))
+          nextTick(scrollToBottom)
+          persistSessionState()
+        }
+        return
+      }
+
+      if (actionType === TRAVEL_PLANNING_ACTION_SKIP) {
+        if (!lockSuggestedActionMessage(message, action)) return
+        messages.value.push(createMessage('assistant', '好的，本次先保留申请结果。后续需要规划交通或酒店时，可以继续在这里告诉我。', [], {
+          meta: ['暂不规划']
+        }))
+        nextTick(scrollToBottom)
+        persistSessionState()
+        return
+      }
+
      if (actionType === ASSISTANT_SCOPE_ACTION_SWITCH) {
        const actionPayload = action?.payload && typeof action.payload === 'object' ? action.payload : {}
        const targetSessionType = String(actionPayload.session_type || '').trim()
@@ -2033,6 +2089,17 @@ export default {
      }
    }

+    function resolveApplicationEditClaimId() {
+      if (activeSessionType.value !== SESSION_TYPE_APPLICATION) {
+        return ''
+      }
+      const request = linkedRequest.value || {}
+      if (!request.applicationEditMode) {
+        return ''
+      }
+      return String(request.claimId || request.claim_id || '').trim()
+    }
+
    async function confirmApplicationSubmit() {
      const message = applicationSubmitConfirmDialog.value.message
      if (!message || submitting.value || reviewActionBusy.value) {
@@ -2044,6 +2111,7 @@ export default {
      const applicationSubmitText = applicationPreview
        ? buildApplicationPreviewSubmitText(applicationPreview)
        : '确认提交'
+      const applicationEditClaimId = resolveApplicationEditClaimId()
      applicationSubmitConfirmDialog.value = {
        open: false,
        message: null
@@ -2059,7 +2127,16 @@ export default {
          feedbackOperationType: 'submit_application',
          extraContext: {
            application_preview: applicationPreview,
-            user_input_text: applicationSubmitText
+            user_input_text: applicationSubmitText,
+            ...(applicationEditClaimId
+              ? {
+                  application_edit_claim_id: applicationEditClaimId,
+                  application_edit_claim_no: String(linkedRequest.value?.claimNo || linkedRequest.value?.id || '').trim(),
+                  application_edit_mode: true,
+                  draft_claim_id: applicationEditClaimId,
+                  selected_claim_id: applicationEditClaimId
+                }
+              : {})
          }
        })
        const draftPayload = payload?.result?.draft_payload || {}
@@ -2074,6 +2151,23 @@ export default {
            documentType: 'application'
          })
        }
+        const planningText = buildTravelPlanningNudgeMessage(applicationPreview, draftPayload)
+        const planningActions = buildTravelPlanningSuggestedActions(applicationPreview, draftPayload).map((action) => ({
+          ...action,
+          payload: {
+            ...(action.payload || {}),
+            applicationPreview,
+            draftPayload
+          }
+        }))
+        if (planningText && planningActions.length) {
+          messages.value.push(createMessage('assistant', planningText, [], {
+            meta: ['行程规划推荐'],
+            suggestedActions: planningActions
+          }))
+          persistSessionState()
+          nextTick(scrollToBottom)
+        }
      } finally {
        reviewActionBusy.value = false
      }
--- a/web/src/views/scripts/TravelRequestDetailView.js
+++ b/web/src/views/scripts/TravelRequestDetailView.js
@@ -460,11 +460,17 @@ export default {
    const isDraftRequest = computed(() => request.value.approvalKey === 'draft')
    const isEditableRequest = computed(() => ['draft', 'supplement'].includes(request.value.approvalKey))
    const canOpenAiEntry = computed(() => isEditableRequest.value)
+    const canModifyReturnedApplication = computed(() => (
+      isApplicationDocument.value
+      && isEditableRequest.value
+      && isCurrentApplicant.value
+      && String(request.value.status || '').trim().toLowerCase() === 'returned'
+    ))
    const canManageCurrentClaim = computed(() => canManageExpenseClaims(currentUser.value))
    const isArchivedRequest = computed(() => isArchivedRequestView(request.value))
    const canDeleteRequest = computed(() => {
      if (isApplicationDocument.value) {
-        return isPlatformAdminUser(currentUser.value)
+        return isPlatformAdminUser(currentUser.value) || (isEditableRequest.value && isCurrentApplicant.value)
      }
      if (isArchivedRequest.value) {
        return canDeleteArchivedExpenseClaims(currentUser.value)
@@ -1007,7 +1013,7 @@ export default {
      if (analysis) {
        return {
          label: analysis.label || '已上传',
-          tone: analysis.severity === 'pass' ? 'pass' : analysis.severity || 'low',
+          tone: normalizeRiskTone(analysis.severity || 'low'),
          headline: analysis.headline || 'AI提示',
          summary: analysis.summary || '',
          points: Array.isArray(analysis.points) ? analysis.points : [],
@@ -1858,6 +1864,8 @@ export default {
        toast(
          isArchivedRequest.value
            ? '已归档单据不能删除，只有高级管理员可以执行删除。'
+            : isApplicationDocument.value
+              ? '当前申请单已进入审批流程，只有退回后申请人本人或系统管理员可以删除。'
              : '当前单据已进入流程，只有高级财务人员可以删除。'
        )
        return
@@ -2019,6 +2027,76 @@ export default {
      })
    }

+    function buildApplicationEditPreview() {
+      const factEntries = applicationDetailFactItems.value
+        .map((item) => [String(item?.label || '').trim(), String(item?.value || '').trim()])
+        .filter(([label, value]) => label && value)
+      const facts = new Map(factEntries)
+      const pickFact = (...labels) => {
+        for (const label of labels) {
+          const value = facts.get(label)
+          if (value) {
+            return value
+          }
+        }
+        return ''
+      }
+      const tripStart = pickFact('出发时间')
+      const tripReturn = pickFact('返回时间')
+      const time = tripStart && tripReturn && tripStart !== tripReturn
+        ? `${tripStart} 至 ${tripReturn}`
+        : pickFact('行程时间', '申请时间', '招待时间', '发生时间') || tripStart
+
+      return {
+        sourceText: '修改申请',
+        modelReviewStatus: 'template',
+        fields: {
+          applicationType: pickFact('申请类型') || request.value.typeLabel || '费用申请',
+          applicant: request.value.profileName || request.value.person || request.value.applicant || '',
+          grade: pickFact('职级') || request.value.profileGrade || '',
+          department: request.value.profileDepartment || request.value.departmentName || request.value.department || '',
+          position: request.value.profilePosition || request.value.employeePosition || request.value.position || '',
+          managerName: request.value.profileManager || request.value.managerName || request.value.manager || '',
+          time,
+          location: pickFact('地点') || request.value.location || request.value.city || '',
+          reason: pickFact('事由') || request.value.reason || '',
+          days: pickFact('天数'),
+          transportMode: pickFact('出行方式'),
+          lodgingDailyCap: pickFact('住宿上限/天'),
+          subsidyDailyCap: pickFact('补贴标准/天'),
+          transportPolicy: pickFact('交通费用口径'),
+          policyEstimate: pickFact('规则测算参考'),
+          amount: pickFact('系统预估费用', '用户预估费用', '预计金额') || request.value.amountDisplay || request.value.amount || ''
+        }
+      }
+    }
+
+    function handleModifyApplication() {
+      if (!canModifyReturnedApplication.value) {
+        return
+      }
+
+      const claimId = String(request.value?.claimId || '').trim()
+      emit('openAssistant', {
+        source: 'application',
+        sessionType: 'application',
+        prompt: '',
+        applicationPreview: buildApplicationEditPreview(),
+        request: {
+          ...request.value,
+          applicationEditMode: true
+        },
+        restoreLatestConversation: false,
+        initialPromptAutoSubmit: false,
+        scope: claimId
+          ? {
+              type: 'claim',
+              claimId
+            }
+          : null
+      })
+    }
+
    onBeforeUnmount(() => {
      closeAttachmentPreview()
    })
@@ -2032,7 +2110,7 @@ export default {
      applicationDetailFactItems, relatedApplicationFactItems,
      approveBusyText, approveConfirmText, approveConfirmTitle, canDeleteRequest, canManageCurrentClaim,
      canNavigateAttachmentPreview,
-      canOpenAiEntry, canApproveRequest, canPayRequest, canReturnRequest, canSubmit, canPreviewAttachment,
+      canModifyReturnedApplication, canOpenAiEntry, canApproveRequest, canPayRequest, canReturnRequest, canSubmit, canPreviewAttachment,
      closeApproveConfirmDialog, closeDeleteDialog, closeAttachmentPreview, closePayConfirmDialog, closeSubmitConfirmDialog,
      closeRiskOverrideDialog,
      closeReturnDialog, confirmApproveRequest, confirmDeleteRequest, confirmSubmitRequest, confirmReturnRequest,
@@ -2046,6 +2124,7 @@ export default {
      expenseTypeOptions: EXPENSE_TYPE_OPTIONS,
      goToNextSubmitRisk, goToPreviousSubmitRisk,
      handleAddExpenseItem, handleApproveRequest, handleDeleteRequest, handleExpenseFileChange,
+      handleModifyApplication,
      handlePayRequest,
      handleReturnRequest, handleSubmit, heroFactItems, isApplicationDocument, isDraftRequest, isEditableRequest, isTravelRequest,
      isMajorExpenseRisk,
--- a/web/src/views/scripts/auditViewDigitalEmployeeModel.js
+++ b/web/src/views/scripts/auditViewDigitalEmployeeModel.js
@@ -1,10 +1,28 @@
 const DIGITAL_EMPLOYEE_AGENT = 'hermes'
 export const DIGITAL_EMPLOYEE_SKILL_CATEGORY_OPTIONS = ['积累', '升级', '整理', '评估']

+export const DIGITAL_EMPLOYEE_VISIBLE_TASK_TYPES = new Set([
+  'finance_dashboard_snapshot',
+  'digital_employee_reminder_scan',
+  'employee_behavior_profile_scan',
+  'department_expense_baseline_accumulate',
+  'budget_overrun_precontrol_evaluate',
+  'multi_evidence_consistency_evaluate',
+  'travel_spatiotemporal_consistency_evaluate',
+  'global_risk_scan',
+  'finance_policy_knowledge_organize'
+])
+
 const TASK_TYPE_LABELS = {
+  finance_dashboard_snapshot: '财务经营快照沉淀',
+  digital_employee_reminder_scan: '定时提醒与待办扫描',
  daily_risk_scan: '每日风险巡检',
  global_risk_scan: '财务风险图谱巡检',
  employee_behavior_profile_scan: '员工行为画像巡检',
+  department_expense_baseline_accumulate: '部门费用基线沉淀',
+  budget_overrun_precontrol_evaluate: '预算占用与超标预警',
+  multi_evidence_consistency_evaluate: '单据多凭证一致性评估',
+  travel_spatiotemporal_consistency_evaluate: '差旅时空一致性评估',
  weekly_ar_summary: '周度应收账龄汇总',
  weekly_expense_report: '周度费用洞察',
  rule_review_digest: '规则待审摘要',
@@ -15,9 +33,15 @@ const TASK_TYPE_LABELS = {
 }

 const TASK_TYPE_SKILL_CATEGORIES = {
+  finance_dashboard_snapshot: '整理',
+  digital_employee_reminder_scan: '升级',
  daily_risk_scan: '评估',
  global_risk_scan: '评估',
-  employee_behavior_profile_scan: '评估',
+  employee_behavior_profile_scan: '积累',
+  department_expense_baseline_accumulate: '积累',
+  budget_overrun_precontrol_evaluate: '评估',
+  multi_evidence_consistency_evaluate: '评估',
+  travel_spatiotemporal_consistency_evaluate: '评估',
  weekly_ar_summary: '整理',
  weekly_expense_report: '整理',
  rule_review_digest: '升级',
@@ -145,6 +169,12 @@ export function isDigitalEmployeeAsset(source = {}) {
  )
 }

+export function shouldDisplayDigitalEmployeeAsset(source = {}) {
+  const content = parseDigitalEmployeeContent(source.current_version_content)
+  const taskType = resolveDigitalEmployeeTaskType(source, content)
+  return DIGITAL_EMPLOYEE_VISIBLE_TASK_TYPES.has(taskType)
+}
+
 export function formatDigitalEmployeeCron(value) {
  const raw = normalizeDigitalEmployeeText(value)
  if (!raw) {
--- a/web/src/views/scripts/digitalEmployeeWorkRecordsModel.js
+++ b/web/src/views/scripts/digitalEmployeeWorkRecordsModel.js
@@ -18,9 +18,31 @@ const KNOWLEDGE_JOB_TYPES = new Set([
  'finance_policy_knowledge_organize'
 ])

+export const VISIBLE_DIGITAL_EMPLOYEE_WORK_TASK_TYPES = new Set([
+  'finance_dashboard_snapshot',
+  'digital_employee_reminder_scan',
+  'employee_behavior_profile_scan',
+  'department_expense_baseline_accumulate',
+  'budget_overrun_precontrol_evaluate',
+  'multi_evidence_consistency_evaluate',
+  'travel_spatiotemporal_consistency_evaluate',
+  'global_risk_scan',
+  'finance_policy_knowledge_organize'
+])
+
+const DAILY_COMPACT_TASK_TYPES = new Set([
+  'finance_dashboard_snapshot'
+])
+
 const TASK_TYPE_LABELS = {
+  finance_dashboard_snapshot: '财务经营快照沉淀',
+  digital_employee_reminder_scan: '定时提醒与待办扫描',
  global_risk_scan: '财务风险图谱巡检',
  employee_behavior_profile_scan: '员工行为画像巡检',
+  department_expense_baseline_accumulate: '部门费用基线沉淀',
+  budget_overrun_precontrol_evaluate: '预算占用与超标预警',
+  multi_evidence_consistency_evaluate: '单据多凭证一致性评估',
+  travel_spatiotemporal_consistency_evaluate: '差旅时空一致性评估',
  risk_clue_collect: '风险线索归集',
  finance_policy_knowledge_organize: '知识制度整理',
  knowledge_index_sync: '知识制度整理',
@@ -29,10 +51,16 @@ const TASK_TYPE_LABELS = {
 }

 const TASK_CODE_TO_TYPE = {
+  'task.hermes.finance_dashboard_snapshot': 'finance_dashboard_snapshot',
+  'task.hermes.digital_employee_reminder_scan': 'digital_employee_reminder_scan',
  'task.hermes.global_risk_scan': 'global_risk_scan',
  'task.hermes.employee_behavior_profile_scan': 'employee_behavior_profile_scan',
-  'task.hermes.risk_rule_discovery': 'risk_clue_collect',
-  'task.hermes.finance_policy_knowledge_organize': 'finance_policy_knowledge_organize'
+  'task.hermes.department_expense_baseline_accumulate': 'department_expense_baseline_accumulate',
+  'task.hermes.budget_overrun_precontrol_evaluate': 'budget_overrun_precontrol_evaluate',
+  'task.hermes.multi_evidence_consistency_evaluate': 'multi_evidence_consistency_evaluate',
+  'task.hermes.travel_spatiotemporal_consistency_evaluate': 'travel_spatiotemporal_consistency_evaluate',
+  'task.hermes.finance_policy_knowledge_organize': 'finance_policy_knowledge_organize',
+  'task.hermes.risk_rule_discovery': 'risk_clue_collect'
 }

 function toObject(value) {
@@ -52,6 +80,12 @@ function resolveTaskTypeFromToolName(value) {
  if (name.includes('financial_risk_graph')) {
    return 'global_risk_scan'
  }
+  if (name.includes('finance_dashboard_snapshot') || name.includes('finance_dashboard')) {
+    return 'finance_dashboard_snapshot'
+  }
+  if (name.includes('digital_employee_reminder') || name.includes('reminder')) {
+    return 'digital_employee_reminder_scan'
+  }
  if (name.includes('employee_behavior_profile')) {
    return 'employee_behavior_profile_scan'
  }
@@ -128,6 +162,43 @@ export function resolveWorkRecordTaskType(run) {
  return ''
 }

+export function isVisibleDigitalEmployeeWorkRecord(run) {
+  const taskType = resolveWorkRecordTaskType(run)
+  return VISIBLE_DIGITAL_EMPLOYEE_WORK_TASK_TYPES.has(taskType)
+}
+
+function resolveWorkRecordDayKey(run) {
+  const date = new Date(run?.started_at || run?.finished_at || '')
+  if (Number.isNaN(date.getTime())) {
+    return 'unknown'
+  }
+  return date.toISOString().slice(0, 10)
+}
+
+export function compactDigitalEmployeeWorkRecords(items = []) {
+  const rows = []
+  const compactedKeys = new Set()
+
+  for (const run of items) {
+    const taskType = resolveWorkRecordTaskType(run)
+    if (!VISIBLE_DIGITAL_EMPLOYEE_WORK_TASK_TYPES.has(taskType)) {
+      continue
+    }
+
+    if (DAILY_COMPACT_TASK_TYPES.has(taskType)) {
+      const key = `${taskType}:${resolveWorkRecordDayKey(run)}`
+      if (compactedKeys.has(key)) {
+        continue
+      }
+      compactedKeys.add(key)
+    }
+
+    rows.push(run)
+  }
+
+  return rows
+}
+
 export function resolveWorkRecordTaskLabel(run) {
  const taskType = resolveWorkRecordTaskType(run)
  return TASK_TYPE_LABELS[taskType] || ''
@@ -135,6 +206,12 @@ export function resolveWorkRecordTaskLabel(run) {

 export function resolveWorkRecordProductKind(run) {
  const taskType = resolveWorkRecordTaskType(run)
+  if (taskType === 'finance_dashboard_snapshot') {
+    return 'finance_snapshot'
+  }
+  if (taskType === 'digital_employee_reminder_scan') {
+    return 'reminder_scan'
+  }
  if (taskType === 'global_risk_scan') {
    return 'risk_graph'
  }
--- a/web/src/views/scripts/travelReimbursementConversationModel.js
+++ b/web/src/views/scripts/travelReimbursementConversationModel.js
@@ -458,6 +458,7 @@ export function sanitizeRequest(request) {

  const normalized = {
    claimId: String(request.claimId || request.claim_id || '').trim(),
+    claimNo: String(request.claimNo || request.claim_no || request.documentNo || '').trim(),
    id: String(request.id || '').trim(),
    typeLabel: String(request.typeLabel || request.category || '').trim(),
    reason: String(request.reason || request.title || '').trim(),
@@ -468,7 +469,8 @@ export function sanitizeRequest(request) {
    amount: String(request.amount || '').trim(),
    node: String(request.node || '').trim(),
    approval: String(request.approval || '').trim(),
-    travel: String(request.travel || '').trim()
+    travel: String(request.travel || '').trim(),
+    applicationEditMode: Boolean(request.applicationEditMode || request.application_edit_mode)
  }

  return Object.values(normalized).some(Boolean) ? normalized : null
--- a/web/src/views/scripts/travelRequestDetailInsights.js
+++ b/web/src/views/scripts/travelRequestDetailInsights.js
@@ -150,7 +150,7 @@ function resolveRequestBusinessStage(request = {}) {

 function normalizeTone(value) {
  const tone = normalizeText(value).toLowerCase()
-  if (tone === 'pass') return 'pass'
+  if (['pass', 'success', 'ok', 'normal', 'none', 'compliant', 'approved'].includes(tone)) return 'pass'
  if (tone === 'high') return 'high'
  if (tone === 'medium') return 'medium'
  if (tone === 'low') return 'low'
--- a/Show More
+++ b/Show More