时间

Reviewed-on: #2

.env.docker.example

@@ -8,6 +8,9 @@ MYSQL_USER=jiaowu
 MYSQL_PASSWORD=
 MYSQL_ROOT_PASSWORD=
 
+CLICKHOUSE_USER=jiaowu_analytics
+CLICKHOUSE_PASSWORD=
+
 RABBITMQ_USER=jiaowu
 RABBITMQ_PASSWORD=
 BACKGROUND_JOB_AUTOMATIC_SCHEDULE_CONCURRENCY=1

.env.example

@@ -2,6 +2,13 @@
 ASPNETCORE_ENVIRONMENT=Production
 ASPNETCORE_URLS=http://0.0.0.0:8080
 
+# 反向代理必须在转发请求时设置 X-Forwarded-For 和 X-Forwarded-Proto。
+# 仅填写实际直接连接 API 的代理 IP；多个代理依次使用 __0、__1……。
+# 使用 Docker 时通常是宿主机/代理容器在 Docker 网络中的 IP，而非访客 IP。
+# 默认仅信任 127.0.0.1 和 ::1。
+# ReverseProxy__TrustedProxies__0=127.0.0.1
+# ReverseProxy__TrustedProxies__1=::1
+
 Database__Provider=MySql
 Database__ApplyMigrationsOnStartup=false
 Database__CommandTimeoutSeconds=30
@@ -55,6 +62,18 @@ PerformanceReporting__Enabled=false
 PerformanceReporting__CacheSeconds=30
 PerformanceReporting__TimeoutSeconds=10
 
+# ClickHouse 仅作为异步分析读模型，不参与教务事务写入。启用前请为应用创建
+# 仅能操作该分析库的独立账号，并通过 TLS 或受信任的内网访问。
+ClickHouseAnalytics__Enabled=false
+# ClickHouseAnalytics__Endpoint=https://clickhouse.example.edu.cn:8443
+# ClickHouseAnalytics__Database=jiaowu_analytics
+# ClickHouseAnalytics__UserName=jiaowu_analytics
+# ClickHouseAnalytics__Password=REPLACE_WITH_A_STRONG_PASSWORD
+ClickHouseAnalytics__CreateSchemaOnStartup=true
+ClickHouseAnalytics__SyncIntervalSeconds=60
+ClickHouseAnalytics__SourceLookbackDays=90
+ClickHouseAnalytics__BatchSize=1000
+
 # 运维控制台备份目录必须位于持久化、仅服务账号可写的位置。
 Operations__BackupDirectory=/var/lib/jiaowu/backups
 Operations__BackupWarningHours=24

README.md

@@ -415,6 +415,22 @@ Prometheus 兼容接口，令牌应仅具有查询权限。未启用、未配置
 指标名或 `service_name` 标签做了转换，可通过 `PerformanceReporting` 下对应的
 `*MetricName` 和 `ServiceNameLabel` 配置项适配，无需改前端。
 
+### ClickHouse 分析读模型
+
+ClickHouse 仅用于考勤、操作审计和成绩趋势的多维聚合，MySQL 仍是所有教务业务的唯一写入源。默认关闭；启用后，后台工作器以可重试的滚动窗口投影 MySQL 当前事实到 `ReplacingMergeTree` 表，重复投递不会改变读结果。
+
+生产环境请为分析库创建独立账号，并限制其只能访问 `ClickHouseAnalytics__Database`。推荐通过 HTTPS 或内网连接：
+
+```ini
+ClickHouseAnalytics__Enabled=true
+ClickHouseAnalytics__Endpoint=https://clickhouse.example.edu.cn:8443
+ClickHouseAnalytics__Database=jiaowu_analytics
+ClickHouseAnalytics__UserName=jiaowu_analytics
+ClickHouseAnalytics__Password=REPLACE_WITH_A_STRONG_PASSWORD
+```
+
+分析概览通过 `GET /api/clickhouse-analytics/overview` 提供；学院管理员只能读取本学院的考勤和成绩趋势，跨学院的操作审计仅对全校数据范围角色开放。ClickHouse 暂时不可用时，业务写入不会失败，工作器会在下一个周期重试。
+
 ### 后台任务与 RabbitMQ
 
 自动排课、课表发布和补考自动生成使用数据库 Outbox 保存任务消息。创建业务任务与

compose.example.yml

@@ -16,6 +16,11 @@ x-jiaowu-environment: &jiaowu-environment
   ConnectionStrings__Redis: "redis:6379,abortConnect=false"
   Cache__Enabled: "true"
   Cache__KeyPrefix: "jiaowu:v1"
+  ClickHouseAnalytics__Enabled: "true"
+  ClickHouseAnalytics__Endpoint: "http://clickhouse:8123"
+  ClickHouseAnalytics__Database: "jiaowu_analytics"
+  ClickHouseAnalytics__UserName: "${CLICKHOUSE_USER:-jiaowu_analytics}"
+  ClickHouseAnalytics__Password: "${CLICKHOUSE_PASSWORD:?请在 .env.docker 中设置 CLICKHOUSE_PASSWORD}"
   BackgroundJobs__Transport: RabbitMq
   BackgroundJobs__AutomaticScheduleConcurrency: "${BACKGROUND_JOB_AUTOMATIC_SCHEDULE_CONCURRENCY:-1}"
   BackgroundJobs__SchedulePublishConcurrency: "${BACKGROUND_JOB_SCHEDULE_PUBLISH_CONCURRENCY:-1}"
@@ -47,6 +52,25 @@ x-json-logging: &json-logging
     max-file: "3"
 
 services:
+  clickhouse:
+    image: clickhouse/clickhouse-server:25.8-alpine
+    restart: unless-stopped
+    environment:
+      CLICKHOUSE_DB: jiaowu_analytics
+      CLICKHOUSE_USER: "${CLICKHOUSE_USER:-jiaowu_analytics}"
+      CLICKHOUSE_PASSWORD: "${CLICKHOUSE_PASSWORD:?请在 .env.docker 中设置 CLICKHOUSE_PASSWORD}"
+    healthcheck:
+      test:
+        - CMD-SHELL
+        - wget -qO- http://localhost:8123/ping | grep -q Ok
+      interval: 10s
+      timeout: 5s
+      retries: 12
+      start_period: 20s
+    volumes:
+      - clickhouse-data:/var/lib/clickhouse
+    logging: *json-logging
+
   rabbitmq:
     image: rabbitmq:4.2-management-alpine
     restart: unless-stopped
@@ -135,6 +159,8 @@ services:
         condition: service_started
       mysql:
         condition: service_healthy
+      clickhouse:
+        condition: service_healthy
       migrate:
         condition: service_completed_successfully
     ports:
@@ -165,5 +191,6 @@ services:
 
 volumes:
   mysql-data:
+  clickhouse-data:
   rabbitmq-data:
   backup-data:

src/Jiaowu.Api/Controllers/ClickHouseAnalyticsController.cs

@@ -0,0 +1,88 @@
+using Jiaowu.Api.Domain.Identity;
+using Jiaowu.Api.Infrastructure.Analytics;
+using Jiaowu.Api.Infrastructure.Auth;
+using Microsoft.AspNetCore.Authorization;
+using Microsoft.AspNetCore.Mvc;
+
+namespace Jiaowu.Api.Controllers;
+
+[ApiController]
+[Authorize(Roles = AnalyticsUsers)]
+[Route("api/clickhouse-analytics")]
+public sealed class ClickHouseAnalyticsController(
+    ClickHouseAnalyticsClient client,
+    ClickHouseAnalyticsOptions options,
+    ICurrentUserDataScope currentUserDataScope) : ControllerBase
+{
+    private const string AnalyticsUsers =
+        SystemRoles.SuperAdmin + "," + SystemRoles.AcademicAdmin + "," +
+        SystemRoles.CollegeAdmin + "," + SystemRoles.Leader;
+
+    [HttpGet("status")]
+    public ActionResult GetStatus() => Ok(new
+    {
+        options.Enabled,
+        options.SyncIntervalSeconds,
+        options.SourceLookbackDays,
+        options.BatchSize,
+        options.Database
+    });
+
+    [HttpGet("overview")]
+    public async Task<ActionResult> GetOverview(
+        DateOnly? from,
+        DateOnly? to,
+        CancellationToken cancellationToken)
+    {
+        if (!options.Enabled)
+            return Conflict(new ProblemDetails
+            {
+                Title = "ClickHouse 分析未启用",
+                Detail = "请先配置 ClickHouseAnalytics 并启动分析库。",
+                Status = StatusCodes.Status409Conflict
+            });
+
+        var end = to ?? DateOnly.FromDateTime(DateTime.UtcNow);
+        var start = from ?? end.AddDays(-29);
+        if (start > end || end.DayNumber - start.DayNumber > 366)
+            return ValidationProblem("分析时间范围应为 1 到 366 天，且开始日期不能晚于结束日期。");
+
+        var scope = currentUserDataScope.Current;
+        var collegeFilter = scope.RestrictedCollegeId is { } collegeId
+            ? $" AND collegeId = toUUID('{collegeId:D}')"
+            : string.Empty;
+        var dateFilter = $"attendanceDate >= toDate('{start:yyyy-MM-dd}') AND attendanceDate <= toDate('{end:yyyy-MM-dd}')";
+
+        var attendance = await client.QueryAsync($"""
+            SELECT attendanceDate, count() AS total, countIf(status = 1) AS present,
+                   countIf(status = 2) AS absent, countIf(status = 3) AS late
+            FROM {options.Database}.attendanceRecords FINAL
+            WHERE {dateFilter}{collegeFilter}
+            GROUP BY attendanceDate ORDER BY attendanceDate
+            """, cancellationToken);
+        var grades = await client.QueryAsync($"""
+            SELECT academicTermId, any(academicTermName) AS academicTermName,
+                   sum(studentCount) AS studentCount,
+                   round(sum(averageScore * studentCount) / nullIf(sum(studentCount), 0), 2) AS averageScore,
+                   round(sum(passedCount) / nullIf(sum(studentCount), 0), 4) AS passRate
+            FROM {options.Database}.gradeStatistics FINAL
+            WHERE 1 = 1{collegeFilter}
+            GROUP BY academicTermId ORDER BY academicTermName
+            """, cancellationToken);
+
+        // Audit data has no college dimension, so it is never exposed to a
+        // college-scoped administrator.
+        var audit = scope.RestrictedCollegeId is null
+            ? await client.QueryAsync($"""
+                SELECT toDate(occurredAt) AS date, count() AS total,
+                       countIf(statusCode >= 400) AS failed
+                FROM {options.Database}.auditEvents FINAL
+                WHERE occurredAt >= toDateTime('{start:yyyy-MM-dd}')
+                  AND occurredAt < toDateTime('{end.AddDays(1):yyyy-MM-dd}')
+                GROUP BY date ORDER BY date
+                """, cancellationToken)
+            : [];
+
+        return Ok(new { Start = start, End = end, Attendance = attendance, Grades = grades, Audit = audit });
+    }
+}

src/Jiaowu.Api/Controllers/DashboardController.cs

@@ -135,9 +135,179 @@ public sealed class DashboardController(
             currentTerm,
             counts,
             pending,
+            await BuildGreetingAsync(scope, currentTermId, counts, pending, cancellationToken),
             DateTime.UtcNow));
     }
 
+    [HttpGet("greeting")]
+    public async Task<ActionResult<DashboardGreeting>> GetGreeting(
+        CancellationToken cancellationToken)
+    {
+        var currentTermId = await db.AcademicTerms.AsNoTracking()
+            .Where(x => x.IsCurrent)
+            .Select(x => (Guid?)x.Id)
+            .FirstOrDefaultAsync(cancellationToken);
+
+        return Ok(await BuildGreetingAsync(
+            currentUserDataScope.Current,
+            currentTermId,
+            null,
+            null,
+            cancellationToken));
+    }
+
+    private async Task<DashboardGreeting> BuildGreetingAsync(
+        CurrentUserScope scope,
+        Guid? currentTermId,
+        DashboardCounts? counts,
+        DashboardPending? pending,
+        CancellationToken cancellationToken)
+    {
+        var name = string.IsNullOrWhiteSpace(scope.DisplayName) ? "" : $"{scope.DisplayName}，";
+        var greeting = GetTimeGreeting();
+        var isManager = scope.IsInRole(SystemRoles.SuperAdmin) ||
+                        scope.IsInRole(SystemRoles.AcademicAdmin) ||
+                        scope.IsInRole(SystemRoles.CollegeAdmin) ||
+                        scope.IsInRole(SystemRoles.Leader) ||
+                        scope.IsInRole(SystemRoles.Counselor);
+
+        if (!isManager && scope.IsInRole(SystemRoles.Student))
+        {
+            var studentId = await db.Students.AsNoTracking()
+                .Where(x => x.UserId == scope.UserId)
+                .Select(x => (Guid?)x.Id)
+                .FirstOrDefaultAsync(cancellationToken);
+            if (!studentId.HasValue)
+                return new DashboardGreeting("Student", $"{name}{greeting}", "绑定学籍后，将为你生成课程与成绩学习概览。", "学习节奏", "关联学生档案后，可从课程安排、成绩和考试中生成学习状态摘要。", []);
+
+            var student = await db.Students.AsNoTracking()
+                .Where(x => x.Id == studentId.Value)
+                .Select(x => new { x.AdministrativeClassId })
+                .FirstAsync(cancellationToken);
+            var currentTasks = db.TeachingTasks.AsNoTracking().Where(task =>
+                currentTermId.HasValue &&
+                task.AcademicTermId == currentTermId.Value &&
+                task.Status == TeachingTaskStatus.Published &&
+                (task.Classes.Any(item =>
+                     item.AdministrativeClassId == student.AdministrativeClassId) ||
+                 db.CourseEnrollments.Any(enrollment =>
+                     enrollment.StudentId == studentId.Value &&
+                     enrollment.Status == CourseEnrollmentStatus.Enrolled &&
+                     enrollment.CourseSelectionOffering!.TeachingTaskId == task.Id)));
+            var taskWorkload = await currentTasks.Select(task => new
+            {
+                task.Id,
+                task.CourseId,
+                Credits = task.Course!.Credits,
+                IsClassAssigned = task.Classes.Any(item =>
+                    item.AdministrativeClassId == student.AdministrativeClassId)
+            }).ToListAsync(cancellationToken);
+            var currentCourses = taskWorkload
+                .GroupBy(x => x.CourseId)
+                .Select(x => x.First())
+                .ToList();
+            var courseCount = currentCourses.Count;
+            var courseCredits = currentCourses.Sum(x => x.Credits);
+            var classAssignedCount = taskWorkload.Count(x => x.IsClassAssigned);
+            var selfSelectedCount = taskWorkload.Count(x => !x.IsClassAssigned);
+            var publishedGrades = db.GradeRecords.AsNoTracking().Where(x =>
+                x.StudentId == studentId.Value &&
+                x.GradeSheet!.Status == GradeSheetStatus.Published &&
+                currentTermId.HasValue &&
+                x.GradeSheet.TeachingTask!.AcademicTermId == currentTermId.Value);
+            var gradeCount = await publishedGrades.CountAsync(cancellationToken);
+            var average = await publishedGrades
+                .Where(x => x.ExamStatus == GradeExamStatus.Normal && x.TotalScore.HasValue)
+                .AverageAsync(x => (decimal?)x.TotalScore, cancellationToken);
+            var failed = await publishedGrades.CountAsync(x =>
+                x.ExamStatus == GradeExamStatus.Normal && x.TotalScore.HasValue && x.TotalScore < 60,
+                cancellationToken);
+
+            var subtitle = failed > 0
+                ? $"已发布成绩中有 {failed} 门课程需要重点关注，建议优先查看课程反馈。"
+                : courseCount > 0
+                    ? $"本学期已有 {courseCount} 门课程、{courseCredits:0.#} 学分进入你的学习安排。"
+                    : "本学期暂未发现为你安排或确认选课的课程，可先查看培养方案和选课安排。";
+            var narrative = courseCount == 0
+                ? "你的当前学习安排尚未形成：系统还没有找到行政班已安排课程或已确认选课。"
+                : failed > 0
+                    ? $"本学期已形成 {courseCount} 门课程安排，其中 {classAssignedCount} 个教学班来自行政班安排；已发布成绩中有 {failed} 门需要重点关注。"
+                    : gradeCount > 0
+                        ? $"本学期有 {courseCount} 门课程进入学习安排，已发布 {gradeCount} 门成绩，当前没有不及格记录。"
+                        : $"本学期有 {courseCount} 门课程进入学习安排，包含 {classAssignedCount} 个行政班教学班和 {selfSelectedCount} 个自主选课教学班，成绩发布后会在这里更新。";
+            return new DashboardGreeting("Student", $"{name}{greeting}", subtitle, "学习节奏", narrative,
+            [
+                new DashboardGreetingInsight("本学期课程", $"{courseCount} 门", $"共 {courseCredits:0.#} 学分", "calm"),
+                new DashboardGreetingInsight("已发布成绩", $"{gradeCount} 门", average.HasValue ? $"平均分 {average.Value:0.0}" : "等待成绩发布", "calm"),
+                new DashboardGreetingInsight("重点关注", $"{failed} 门", failed > 0 ? "建议尽早安排复习与答疑" : "当前无不及格记录", failed > 0 ? "attention" : "positive")
+            ]);
+        }
+
+        if (!isManager && scope.IsInRole(SystemRoles.Teacher))
+        {
+            var teacherId = await db.Teachers.AsNoTracking()
+                .Where(x => x.UserId == scope.UserId && x.Status == TeacherStatus.Active)
+                .Select(x => (Guid?)x.Id)
+                .FirstOrDefaultAsync(cancellationToken);
+            if (!teacherId.HasValue)
+                return new DashboardGreeting("Teacher", $"{name}{greeting}", "绑定教师档案后，将为你生成本学期教学负荷概览。", "教学节奏", "关联教师档案后，可从教学班、授课学时和成绩进度生成今日工作摘要。", []);
+
+            var tasks = db.TeachingTasks.AsNoTracking().Where(x =>
+                currentTermId.HasValue && x.AcademicTermId == currentTermId.Value &&
+                x.Teachers.Any(t => t.TeacherId == teacherId.Value));
+            var teachingClasses = await tasks.CountAsync(cancellationToken);
+            var estimatedHours = await tasks.SumAsync(
+                x => (int?)(x.WeeklyHours * (x.EndWeek - x.StartWeek + 1)), cancellationToken) ?? 0;
+            var gradeSheets = db.GradeSheets.AsNoTracking().Where(x =>
+                x.TeachingTask!.Teachers.Any(t => t.TeacherId == teacherId.Value) &&
+                currentTermId.HasValue && x.TeachingTask.AcademicTermId == currentTermId.Value);
+            var pendingGrades = await gradeSheets.CountAsync(x =>
+                x.Status == GradeSheetStatus.Draft ||
+                x.Status == GradeSheetStatus.Returned, cancellationToken);
+            var submittedGrades = await gradeSheets.CountAsync(x => x.Status == GradeSheetStatus.Submitted, cancellationToken);
+            var subtitle = pendingGrades > 0
+                ? $"有 {pendingGrades} 张成绩登记册尚待提交，完成后可进入审核流程。"
+                : teachingClasses > 0
+                    ? $"本学期承担 {teachingClasses} 个教学班，预计授课 {estimatedHours} 学时。"
+                    : "本学期暂未分配教学班，请留意教学任务安排。";
+            var narrative = pendingGrades > 0
+                ? $"你本学期承担 {teachingClasses} 个教学班，预计授课 {estimatedHours} 学时；有 {pendingGrades} 张成绩登记册等待提交。"
+                : $"你本学期承担 {teachingClasses} 个教学班，预计授课 {estimatedHours} 学时，目前没有待提交的成绩登记册。";
+            return new DashboardGreeting("Teacher", $"{name}{greeting}", subtitle, "教学节奏", narrative,
+            [
+                new DashboardGreetingInsight("教学班", $"{teachingClasses} 个", $"预计 {estimatedHours} 学时", "calm"),
+                new DashboardGreetingInsight("待提交成绩", $"{pendingGrades} 张", pendingGrades > 0 ? "请在截止日前完成登记" : "当前无需提交", pendingGrades > 0 ? "attention" : "positive"),
+                new DashboardGreetingInsight("审核中成绩", $"{submittedGrades} 张", submittedGrades > 0 ? "等待审核结果" : "暂无审核中登记册", "calm")
+            ]);
+        }
+
+        var actionable = pending is null ? 0 : pending.TeacherApplications + pending.GradeSheets +
+            pending.CourseAdjustments + pending.StudentStatusChanges + pending.GradeModifications +
+            pending.ClassroomReservations + pending.GeneralApprovals;
+        var taskCount = counts?.TeachingTasks ?? 0;
+        var scheduledCount = counts?.ScheduledTeachingTasks ?? 0;
+        var subtitleForManager = actionable > 0
+            ? $"当前有 {actionable} 项待办需要跟进，优先处理时效性审核事项。"
+            : taskCount > 0
+                ? $"本学期 {taskCount} 个教学班正在运行，当前没有积压待办。"
+                : "当前学期运行数据已就绪，可从教学任务开始推进。";
+        var managerNarrative = actionable > 0
+            ? $"当前教学运行覆盖 {taskCount} 个教学班，其中 {scheduledCount} 个已进入课表；{actionable} 项待办正等待处理。"
+            : $"当前教学运行覆盖 {taskCount} 个教学班，其中 {scheduledCount} 个已进入课表，暂未发现需要你处理的积压事项。";
+        return new DashboardGreeting("Manager", $"{name}{greeting}", subtitleForManager, "运行态势", managerNarrative,
+        [
+            new DashboardGreetingInsight("当前待办", $"{actionable} 项", actionable > 0 ? "优先处理可操作事项" : "暂无积压", actionable > 0 ? "attention" : "positive"),
+            new DashboardGreetingInsight("本学期教学班", $"{taskCount} 个", "教学运行规模", "calm"),
+            new DashboardGreetingInsight("已进入课表", $"{scheduledCount} 个", taskCount > 0 ? $"覆盖 {Math.Round(scheduledCount * 100d / taskCount)}% 教学班" : "等待教学任务发布", "calm")
+        ]);
+    }
+
+    private static string GetTimeGreeting()
+    {
+        var hour = DateTime.UtcNow.AddHours(8).Hour;
+        return hour < 11 ? "早上好" : hour < 14 ? "中午好" : hour < 18 ? "下午好" : "晚上好";
+    }
+
     private async Task<DashboardPending> LoadPendingAsync(
         CurrentUserScope scope,
         Guid? restrictedCollegeId,
@@ -276,8 +446,23 @@ public sealed record DashboardResponse(
     DashboardTerm? CurrentTerm,
     DashboardCounts Counts,
     DashboardPending Pending,
+    DashboardGreeting Greeting,
     DateTime GeneratedAt);
 
+public sealed record DashboardGreeting(
+    string Role,
+    string Title,
+    string Subtitle,
+    string Label,
+    string Narrative,
+    IReadOnlyList<DashboardGreetingInsight> Insights);
+
+public sealed record DashboardGreetingInsight(
+    string Label,
+    string Value,
+    string Hint,
+    string Tone);
+
 public sealed record DashboardAudience(
     string Level,
     string Title,

src/Jiaowu.Api/Controllers/ExperimentGradesController.cs

@@ -1,8 +1,10 @@
 using System.ComponentModel.DataAnnotations;
 using System.Data;
+using System.Globalization;
 using Jiaowu.Api.Domain.Academic;
 using Jiaowu.Api.Domain.Identity;
 using Jiaowu.Api.Infrastructure.Auth;
+using Jiaowu.Api.Infrastructure.Excel;
 using Jiaowu.Api.Infrastructure.Grades;
 using Jiaowu.Api.Infrastructure.Persistence;
 using Jiaowu.Api.Infrastructure.Teaching;
@@ -74,19 +76,36 @@ public sealed class ExperimentGradesController(
                     item.Teacher!.TeacherNumber.Contains(keyword) ||
                     item.Teacher.Name.Contains(keyword)));
 
-        var total = await source.CountAsync(cancellationToken);
-        var items = await source
-            .OrderByDescending(x => x.TeachingTask!.AcademicTerm!.StartDate)
-            .ThenBy(x => x.TeachingTask!.TaskNumber)
-            .ThenBy(x => x.Code)
+        var total = await source.Select(x => x.TeachingTaskId)
+            .Distinct()
+            .CountAsync(cancellationToken);
+        var taskIds = await source
+            .GroupBy(x => new
+            {
+                x.TeachingTaskId,
+                StartDate = x.TeachingTask!.AcademicTerm!.StartDate,
+                x.TeachingTask.TaskNumber
+            })
+            .OrderByDescending(x => x.Key.StartDate)
+            .ThenBy(x => x.Key.TaskNumber)
             .Skip((page - 1) * pageSize)
             .Take(pageSize)
+            .Select(x => x.Key.TeachingTaskId)
+            .ToListAsync(cancellationToken);
+        var projects = await source
+            .Where(x => taskIds.Contains(x.TeachingTaskId))
+            .OrderBy(x => x.ScheduleWeek ?? int.MaxValue)
+            .ThenBy(x => x.ScheduleEntry == null ? int.MaxValue : x.ScheduleEntry.DayOfWeek)
+            .ThenBy(x => x.ScheduleEntry == null ? int.MaxValue : x.ScheduleEntry.StartPeriod)
+            .ThenBy(x => x.StartDate)
+            .ThenBy(x => x.Code)
             .Select(x => new
             {
                 x.Id,
                 x.Code,
                 x.Name,
                 x.ArrangementMode,
+                x.ScheduleWeek,
                 ProjectStatus = x.Status,
                 x.TeachingTaskId,
                 x.TeachingTask!.TaskNumber,
@@ -99,6 +118,14 @@ public sealed class ExperimentGradesController(
                 TeacherNames = x.TeachingTask.Teachers
                     .OrderByDescending(item => item.IsPrimary)
                     .Select(item => item.Teacher!.Name),
+                ScheduleEntry = x.ScheduleEntry == null
+                    ? null
+                    : new
+                    {
+                        x.ScheduleEntry.DayOfWeek,
+                        x.ScheduleEntry.StartPeriod,
+                        x.ScheduleEntry.PeriodCount
+                    },
                 Sheet = x.GradeSheet == null
                     ? null
                     : new
@@ -122,6 +149,32 @@ public sealed class ExperimentGradesController(
                     }
             })
             .ToListAsync(cancellationToken);
+        var order = taskIds.Select((id, index) => new { id, index })
+            .ToDictionary(x => x.id, x => x.index);
+        var items = projects.GroupBy(x => x.TeachingTaskId)
+            .OrderBy(group => order[group.Key])
+            .Select(group =>
+            {
+                var first = group.First();
+                return new
+                {
+                    TeachingTaskId = group.Key,
+                    first.TaskNumber,
+                    first.TaskName,
+                    first.AcademicTermId,
+                    first.TermName,
+                    first.CourseCode,
+                    first.CourseName,
+                    first.CollegeName,
+                    first.TeacherNames,
+                    ProjectCount = group.Count(),
+                    SheetCount = group.Count(project => project.Sheet != null),
+                    ScoredCount = group.Sum(project => project.Sheet?.ScoredCount ?? 0),
+                    StudentCount = group.Sum(project => project.Sheet?.StudentCount ?? 0),
+                    Projects = group.ToList()
+                };
+            })
+            .ToList();
         return Ok(new
         {
             Items = items,
@@ -316,6 +369,15 @@ public sealed class ExperimentGradesController(
                 ProjectCode = x.ExperimentProject!.Code,
                 ProjectName = x.ExperimentProject.Name,
                 x.ExperimentProject.ArrangementMode,
+                x.ExperimentProject.ScheduleWeek,
+                ScheduleEntry = x.ExperimentProject.ScheduleEntry == null
+                    ? null
+                    : new
+                    {
+                        x.ExperimentProject.ScheduleEntry.DayOfWeek,
+                        x.ExperimentProject.ScheduleEntry.StartPeriod,
+                        x.ExperimentProject.ScheduleEntry.PeriodCount
+                    },
                 x.ExperimentProject.TeachingTaskId,
                 x.ExperimentProject.TeachingTask!.TaskNumber,
                 TaskName = x.ExperimentProject.TeachingTask.Name,
@@ -574,6 +636,166 @@ public sealed class ExperimentGradesController(
         return NoContent();
     }
 
+    [HttpGet("sheets/{id:guid}/template")]
+    [Authorize(Roles = Managers)]
+    public async Task<IActionResult> DownloadTemplate(
+        Guid id,
+        CancellationToken cancellationToken)
+    {
+        var sheet = await LoadEditableSheetAsync(id, cancellationToken);
+        if (sheet is null) return NotFound();
+        if (!CanEdit(sheet.ExperimentProject!.TeachingTask!)) return Forbid();
+
+        var headers = ExperimentImportHeaders(sheet.Items);
+        var rows = sheet.Records
+            .OrderBy(record => record.Student!.StudentNumber)
+            .Select(record =>
+            {
+                var values = new List<object?>
+                {
+                    record.Student!.StudentNumber,
+                    record.Student.Name,
+                    record.Student.AdministrativeClass!.Name,
+                    ParticipationLabel(record.ParticipationStatus)
+                };
+                foreach (var item in sheet.Items.OrderBy(item => item.SortOrder))
+                    values.Add(record.ItemScores.FirstOrDefault(score =>
+                        score.ExperimentGradeItemId == item.Id)?.Score);
+                values.Add(record.SafetyViolation);
+                values.Add(record.AttemptNumber);
+                values.Add(null);
+                values.Add(record.TeacherComment);
+                return (IReadOnlyList<object?>)values;
+            })
+            .ToList();
+        var itemCount = sheet.Items.Count;
+        var totalColumn = 7 + itemCount;
+        var scoreColumns = Enumerable.Range(5, itemCount).Append(totalColumn);
+        var instructions = new List<string>
+        {
+            "请勿修改第一行列名；学号、姓名、班级列请勿修改，用于匹配本实验成绩单的学生。",
+            "参与状态填写：待登记、已完成、缺席、请假、补做 或 免做。",
+            "评分项填写 0—100 的数值，留空表示暂未录入。",
+            "安全违规填写 是 或 否；实验次数填写 1—20。",
+            "实验总评（自动计算）仅供 Excel 预览；上传时系统会按评分项、参与状态和安全违规重新计算。",
+            $"本实验共 {itemCount} 个评分项：{string.Join("、", sheet.Items.OrderBy(item => item.SortOrder).Select(item => item.Name))}。"
+        };
+        var bytes = ExcelWorkbookHelper.Create(
+            "实验成绩导入", headers, rows, instructions,
+            (worksheet, rowNumber) =>
+            {
+                var itemReferences = Enumerable.Range(5, itemCount)
+                    .Select(column => $"{ColumnLetter(column)}{rowNumber}")
+                    .ToArray();
+                var weightedExpression = string.Join("+", sheet.Items
+                    .OrderBy(item => item.SortOrder)
+                    .Select((item, index) =>
+                        $"{ColumnLetter(index + 5)}{rowNumber}*{item.Weight.ToString(CultureInfo.InvariantCulture)}/100"));
+                var statusReference = $"D{rowNumber}";
+                var safetyReference = $"{ColumnLetter(5 + itemCount)}{rowNumber}";
+                worksheet.Cell(rowNumber, totalColumn).FormulaA1 =
+                    $"=IF(OR({statusReference}=\"缺席\",{safetyReference}=\"是\"),0,IF(OR({statusReference}=\"待登记\",{statusReference}=\"请假\",{statusReference}=\"免做\"),\"\",IF(COUNT({string.Join(",", itemReferences)})={itemCount},ROUND({weightedExpression},1),\"\")))";
+                var totalCell = worksheet.Cell(rowNumber, totalColumn);
+                totalCell.Style.NumberFormat.Format = "0.0";
+                totalCell.Style.Font.Bold = true;
+                totalCell.Style.Fill.BackgroundColor = ClosedXML.Excel.XLColor.FromHtml("#E8F1FB");
+                foreach (var column in scoreColumns)
+                {
+                    var format = worksheet.Range(rowNumber, column, rowNumber, column)
+                        .AddConditionalFormat().WhenLessThan(60);
+                    format.Fill.BackgroundColor = ClosedXML.Excel.XLColor.FromHtml("#FDECEC");
+                    format.Font.FontColor = ClosedXML.Excel.XLColor.FromHtml("#B42318");
+                }
+            });
+        return File(bytes, ExcelWorkbookHelper.ContentType,
+            $"实验成绩导入模板-{sheet.ExperimentProject!.Code}.xlsx");
+    }
+
+    [HttpPost("sheets/{id:guid}/import")]
+    [Authorize(Roles = Managers)]
+    [RequestSizeLimit(10 * 1024 * 1024)]
+    public async Task<ActionResult> ImportRecords(
+        Guid id,
+        IFormFile file,
+        CancellationToken cancellationToken)
+    {
+        var sheet = await LoadEditableSheetAsync(id, cancellationToken);
+        if (sheet is null) return NotFound();
+        if (!CanEdit(sheet.ExperimentProject!.TeachingTask!)) return Forbid();
+        if (sheet.Status is not (ExperimentGradeSheetStatus.Draft or ExperimentGradeSheetStatus.Returned))
+            return ConflictProblem("只有录入中或已退回实验成绩单可以导入成绩。");
+
+        var headers = ExperimentImportHeaders(sheet.Items);
+        IReadOnlyList<ExcelRow> rows;
+        try
+        {
+            rows = await ExcelWorkbookHelper.ReadAsync(file,
+                headers.Where(header => header != "实验总评（自动计算）").ToArray(),
+                cancellationToken);
+        }
+        catch (InvalidDataException exception)
+        {
+            return ValidationProblem(exception.Message);
+        }
+        if (rows.Count == 0) return ValidationProblem("Excel 中没有可导入的实验成绩数据。");
+
+        var records = sheet.Records.ToDictionary(record => record.Student!.StudentNumber,
+            StringComparer.OrdinalIgnoreCase);
+        var items = sheet.Items.OrderBy(item => item.SortOrder).ToList();
+        var errors = new List<string>();
+        var updated = 0;
+        foreach (var row in rows)
+        {
+            var studentNumber = row["学号"];
+            if (string.IsNullOrWhiteSpace(studentNumber))
+            {
+                errors.Add($"第 {row.RowNumber} 行：学号不能为空。");
+                continue;
+            }
+            if (!records.TryGetValue(studentNumber, out var record))
+            {
+                errors.Add($"第 {row.RowNumber} 行：学号“{studentNumber}”不在本实验成绩单中。");
+                continue;
+            }
+            if (!TryParseParticipationStatus(row, out var participationStatus, out var participationError))
+            {
+                errors.Add($"第 {row.RowNumber} 行：{participationError}");
+                continue;
+            }
+            if (!TryParseYesNo(row["安全违规"], out var safetyViolation))
+            {
+                errors.Add($"第 {row.RowNumber} 行：“安全违规”请填写是或否。");
+                continue;
+            }
+            if (!int.TryParse(row["实验次数"], out var attemptNumber) || attemptNumber is < 1 or > 20)
+            {
+                errors.Add($"第 {row.RowNumber} 行：“实验次数”请填写 1—20 的整数。");
+                continue;
+            }
+            var scores = new List<decimal?>();
+            foreach (var item in items)
+            {
+                var score = ParseOptionalDecimal(row, item.Name, 0, 100, errors);
+                if (errors.Count > 0 && errors[^1].Contains($"第 {row.RowNumber} 行")) break;
+                scores.Add(score);
+            }
+            if (scores.Count != items.Count) continue;
+
+            record.ParticipationStatus = participationStatus;
+            record.SafetyViolation = safetyViolation;
+            record.AttemptNumber = attemptNumber;
+            record.TeacherComment = Normalize(row["教师评语"]);
+            var scoreMap = record.ItemScores.ToDictionary(score => score.ExperimentGradeItemId);
+            for (var index = 0; index < items.Count; index++)
+                scoreMap[items[index].Id].Score = scores[index];
+            Recalculate(sheet, record);
+            updated++;
+        }
+        if (errors.Count > 0) return ImportValidationProblem(errors);
+        await db.SaveChangesAsync(cancellationToken);
+        return Ok(new { Updated = updated, Total = rows.Count });
+    }
+
     [HttpPost("sheets/{id:guid}/sync-participants")]
     [Authorize(Roles = Managers)]
     public async Task<ActionResult> SyncParticipants(
@@ -834,6 +1056,22 @@ public sealed class ExperimentGradesController(
             .FirstOrDefaultAsync(x => x.Id == id, cancellationToken);
     }
 
+    private async Task<ExperimentGradeSheet?> LoadEditableSheetAsync(
+        Guid id,
+        CancellationToken cancellationToken) =>
+        await ScopedSheets()
+            .Include(x => x.Items)
+            .Include(x => x.Records)
+            .ThenInclude(x => x.ItemScores)
+            .Include(x => x.Records)
+            .ThenInclude(x => x.Student)
+            .ThenInclude(x => x!.AdministrativeClass)
+            .Include(x => x.ExperimentProject)
+            .ThenInclude(x => x!.TeachingTask)
+            .ThenInclude(x => x!.Teachers)
+            .ThenInclude(x => x.Teacher)
+            .FirstOrDefaultAsync(x => x.Id == id, cancellationToken);
+
     private async Task<List<ExperimentParticipantSeed>> LoadParticipantsAsync(
         ExperimentProject project,
         CancellationToken cancellationToken)
@@ -974,6 +1212,93 @@ public sealed class ExperimentGradesController(
     private static bool ValidScore(decimal? score) =>
         !score.HasValue || score.Value is >= 0 and <= 100;
 
+    private static List<string> ExperimentImportHeaders(
+        IEnumerable<ExperimentGradeItem> items)
+    {
+        var headers = new List<string> { "学号", "姓名", "班级", "参与状态" };
+        headers.AddRange(items.OrderBy(item => item.SortOrder).Select(item => item.Name));
+        headers.AddRange(["安全违规", "实验次数", "实验总评（自动计算）", "教师评语"]);
+        return headers;
+    }
+
+    private static string ParticipationLabel(
+        ExperimentParticipationStatus status) => status switch
+    {
+        ExperimentParticipationStatus.Pending => "待登记",
+        ExperimentParticipationStatus.Completed => "已完成",
+        ExperimentParticipationStatus.Absent => "缺席",
+        ExperimentParticipationStatus.Excused => "请假",
+        ExperimentParticipationStatus.Makeup => "补做",
+        ExperimentParticipationStatus.Exempt => "免做",
+        _ => "待登记"
+    };
+
+    private static bool TryParseParticipationStatus(
+        ExcelRow row,
+        out ExperimentParticipationStatus status,
+        out string error)
+    {
+        error = string.Empty;
+        switch (row["参与状态"])
+        {
+            case "待登记": status = ExperimentParticipationStatus.Pending; return true;
+            case "已完成": status = ExperimentParticipationStatus.Completed; return true;
+            case "缺席": status = ExperimentParticipationStatus.Absent; return true;
+            case "请假": status = ExperimentParticipationStatus.Excused; return true;
+            case "补做": status = ExperimentParticipationStatus.Makeup; return true;
+            case "免做": status = ExperimentParticipationStatus.Exempt; return true;
+            default:
+                status = default;
+                error = "“参与状态”请填写待登记、已完成、缺席、请假、补做或免做。";
+                return false;
+        }
+    }
+
+    private static bool TryParseYesNo(string value, out bool result)
+    {
+        if (value == "是") { result = true; return true; }
+        if (value == "否") { result = false; return true; }
+        result = false;
+        return false;
+    }
+
+    private static decimal? ParseOptionalDecimal(
+        ExcelRow row,
+        string header,
+        decimal minimum,
+        decimal maximum,
+        List<string> errors)
+    {
+        var value = row[header];
+        if (string.IsNullOrWhiteSpace(value)) return null;
+        if (decimal.TryParse(value, NumberStyles.Number,
+                CultureInfo.InvariantCulture, out var result) &&
+            result >= minimum && result <= maximum)
+            return result;
+        errors.Add($"第 {row.RowNumber} 行：“{header}”请填写 {minimum:0}—{maximum:0} 的数值或留空。");
+        return null;
+    }
+
+    private ActionResult ImportValidationProblem(IReadOnlyList<string> errors)
+    {
+        foreach (var error in errors.Take(50)) ModelState.AddModelError("file", error);
+        if (errors.Count > 50)
+            ModelState.AddModelError("file", $"另有 {errors.Count - 50} 条错误未显示。");
+        return ValidationProblem(ModelState);
+    }
+
+    private static string ColumnLetter(int column)
+    {
+        var result = string.Empty;
+        while (column > 0)
+        {
+            column--;
+            result = (char)('A' + column % 26) + result;
+            column /= 26;
+        }
+        return result;
+    }
+
     private static string? Normalize(string? value) =>
         string.IsNullOrWhiteSpace(value) ? null : value.Trim();
 

src/Jiaowu.Api/Controllers/ExperimentsController.cs

@@ -666,6 +666,39 @@ public sealed class ExperimentsController(
         return NoContent();
     }
 
+    [HttpPut("{id:guid}/published-details")]
+    [Authorize(Roles = Managers)]
+    public async Task<ActionResult> CorrectPublishedProjectDetails(
+        Guid id,
+        PublishedExperimentProjectCorrectionRequest request,
+        CancellationToken cancellationToken)
+    {
+        var project = await ScopedProjects()
+            .Include(x => x.TeachingTask)
+            .ThenInclude(x => x!.Teachers)
+            .ThenInclude(x => x.Teacher)
+            .Include(x => x.TeachingTask)
+            .ThenInclude(x => x!.Course)
+            .FirstOrDefaultAsync(x => x.Id == id, cancellationToken);
+        if (project is null) return NotFound();
+        if (project.Status != ExperimentProjectStatus.Published)
+            return ConflictProblem("只有已发布实验项目可以修正教学内容。");
+        if (!CanCorrectPublishedProject(project.TeachingTask!)) return Forbid();
+        if (string.IsNullOrWhiteSpace(request.Name))
+            return ValidationProblem("请填写实验项目名称。");
+
+        var changed = project.Name != request.Name.Trim() ||
+                      project.Description != Normalize(request.Description) ||
+                      project.Requirements != Normalize(request.Requirements);
+        project.Name = request.Name.Trim();
+        project.Description = Normalize(request.Description);
+        project.Requirements = Normalize(request.Requirements);
+        await db.SaveChangesAsync(cancellationToken);
+        if (changed)
+            await NotifyProjectCorrectionAsync(project, cancellationToken);
+        return NoContent();
+    }
+
     [HttpPut("batch/names")]
     [Authorize(Roles = Managers)]
     public async Task<ActionResult> UpdateProjectNames(
@@ -1442,6 +1475,16 @@ public sealed class ExperimentsController(
             taskIds.Contains(x.TeachingTaskId));
     }
 
+    private bool CanCorrectPublishedProject(TeachingTask task)
+    {
+        var scope = currentUserDataScope.Current;
+        return scope.IsInRole(SystemRoles.SuperAdmin) ||
+               scope.IsInRole(SystemRoles.AcademicAdmin) ||
+               scope.IsInRole(SystemRoles.CollegeAdmin) ||
+               task.Teachers.Any(item =>
+                   item.Teacher?.UserId == scope.UserId);
+    }
+
     private Task<Student?> CurrentStudentAsync(
         CancellationToken cancellationToken) =>
         db.Students.FirstOrDefaultAsync(x =>
@@ -1492,6 +1535,22 @@ public sealed class ExperimentsController(
             NotificationCategory.Schedule);
     }
 
+    private async Task NotifyProjectCorrectionAsync(
+        ExperimentProject project,
+        CancellationToken cancellationToken)
+    {
+        var userIds = await RosterUserIdsAsync(project.TeachingTaskId, cancellationToken);
+        if (userIds.Count == 0) return;
+        await NotificationService.SendToUserIdsAsync(
+            db,
+            userIds,
+            "实验项目内容已更新",
+            $"《{project.TeachingTask!.Course!.Name}》的“{project.Name}”教学内容或要求已修正，请重新查看。",
+            "/experiments",
+            cancellationToken,
+            NotificationCategory.Schedule);
+    }
+
     private static List<Guid>? ValidateBulkProjectIds(IReadOnlyList<Guid>? projectIds)
     {
         var ids = projectIds?.Where(x => x != Guid.Empty).Distinct().ToList();
@@ -1569,6 +1628,11 @@ public sealed record ExperimentProjectRequest(
     DateOnly EndDate,
     Guid? ScheduleEntryId = null);
 
+public sealed record PublishedExperimentProjectCorrectionRequest(
+    [Required, MaxLength(120)] string Name,
+    [MaxLength(1000)] string? Description,
+    [MaxLength(1000)] string? Requirements);
+
 public sealed record ExperimentProjectBatchRequest(
     [Required] IReadOnlyList<Guid> TeachingTaskIds,
     [Required, MaxLength(40)] string Code,

src/Jiaowu.Api/Controllers/GradesController.cs

@@ -706,7 +706,7 @@ public sealed class GradesController(
         var itemNames = sheet.Items.Select(i => i.Name).ToList();
         var headers = new List<string> { "学号", "姓名", "班级", "平时成绩" };
         headers.AddRange(itemNames);
-        headers.AddRange(["总分（自动计算）", "期末成绩", "考试状态", "备注"]);
+        headers.AddRange(["期末成绩", "总分（自动计算）", "考试状态", "备注"]);
 
         var rows = sheet.Records.Select(record =>
         {
@@ -723,8 +723,8 @@ public sealed class GradesController(
                     .FirstOrDefault(s => s.GradeItemId == item.Id)?.Score;
                 values.Add(score);
             }
-            values.Add(null);
             values.Add(record.FinalScore);
+            values.Add(null);
             values.Add(record.ExamStatus == GradeExamStatus.Normal ? "正常" :
                 record.ExamStatus == GradeExamStatus.Absent ? "缺考" :
                 record.ExamStatus == GradeExamStatus.Deferred ? "缓考" :
@@ -745,9 +745,9 @@ public sealed class GradesController(
 
         var regularColumn = 4;
         var itemColumns = Enumerable.Range(5, sheet.Items.Count).ToArray();
-        var totalColumn = regularColumn + itemColumns.Length + 1;
-        var finalColumn = totalColumn + 1;
-        var statusColumn = finalColumn + 1;
+        var finalColumn = regularColumn + itemColumns.Length + 1;
+        var totalColumn = finalColumn + 1;
+        var statusColumn = totalColumn + 1;
         var weightedColumns = new List<(int Column, decimal Weight)> { (regularColumn, sheet.RegularWeight) };
         weightedColumns.AddRange(sheet.Items.Select((item, index) =>
             (itemColumns[index], item.Weight)));
@@ -819,7 +819,7 @@ public sealed class GradesController(
         var itemNames = sheet.Items.Select(i => i.Name).ToList();
         var headers = new List<string> { "学号", "姓名", "班级", "平时成绩" };
         headers.AddRange(itemNames);
-        headers.AddRange(["总分（自动计算）", "期末成绩", "考试状态", "备注"]);
+        headers.AddRange(["期末成绩", "总分（自动计算）", "考试状态", "备注"]);
 
         IReadOnlyList<ExcelRow> rows;
         try

src/Jiaowu.Api/Controllers/NotificationsController.cs

@@ -58,6 +58,7 @@ public sealed class NotificationsController(
         var total = await source.CountAsync(cancellationToken);
         var items = await source
             .OrderByDescending(x => x.CreatedAt)
+            .ThenByDescending(x => x.Id)
             .Skip((page - 1) * pageSize)
             .Take(pageSize)
             .Select(x => new

src/Jiaowu.Api/Controllers/SchedulesController.cs

@@ -354,6 +354,25 @@ public sealed class SchedulesController(
             ToResponse(job));
     }
 
+    [HttpGet("plans/{planId:guid}/preflight")]
+    public async Task<ActionResult> Preflight(Guid planId, CancellationToken cancellationToken)
+    {
+        var plan = await DraftPlanAsync(planId, cancellationToken);
+        if (plan is null) return NotFound();
+        var tasks = await db.TeachingTasks.AsNoTracking()
+            .Where(x => x.AcademicTermId == plan.AcademicTermId &&
+                        x.Status == TeachingTaskStatus.Published &&
+                        x.SchedulingMode == TeachingTaskSchedulingMode.Standard)
+            .Select(x => new { x.Id, x.Name, CourseName = x.Course!.Name })
+            .ToListAsync(cancellationToken);
+        var scheduled = await db.ScheduleEntries.AsNoTracking()
+            .Where(x => x.SchedulePlanId == planId)
+            .Select(x => x.TeachingTaskId).Distinct().ToListAsync(cancellationToken);
+        var missing = tasks.Where(x => !scheduled.Contains(x.Id))
+            .Select(x => $"《{x.CourseName}》{x.Name}").Take(20).ToList();
+        return Ok(new { totalTasks = tasks.Count, scheduledTasks = scheduled.Count, unscheduledTasks = missing.Count, messages = missing });
+    }
+
     [HttpGet("auto-schedule-jobs/{jobId:guid}")]
     public async Task<ActionResult<AutomaticScheduleJobResponse>>
         GetAutomaticScheduleJob(

src/Jiaowu.Api/Infrastructure/Analytics/ClickHouseAnalyticsClient.cs

@@ -0,0 +1,122 @@
+using System.Net.Http.Headers;
+using System.Text;
+using System.Text.Json;
+
+namespace Jiaowu.Api.Infrastructure.Analytics;
+
+public sealed class ClickHouseAnalyticsClient(
+    HttpClient httpClient,
+    ClickHouseAnalyticsOptions options)
+{
+    private static readonly JsonSerializerOptions JsonOptions = new(JsonSerializerDefaults.Web);
+
+    public bool IsEnabled => options.Enabled;
+
+    public async Task EnsureSchemaAsync(CancellationToken cancellationToken)
+    {
+        await ExecuteAsync($"CREATE DATABASE IF NOT EXISTS {options.Database}", cancellationToken);
+
+        await ExecuteAsync($"""
+            CREATE TABLE IF NOT EXISTS {options.Database}.auditEvents
+            (
+                id UUID,
+                occurredAt DateTime64(3, 'UTC'),
+                userId Nullable(UUID),
+                method LowCardinality(String),
+                path String,
+                statusCode UInt16,
+                ipAddress Nullable(String),
+                projectedAt DateTime64(3, 'UTC')
+            ) ENGINE = ReplacingMergeTree(projectedAt)
+            PARTITION BY toYYYYMM(occurredAt)
+            ORDER BY (id)
+            """, cancellationToken);
+
+        await ExecuteAsync($"""
+            CREATE TABLE IF NOT EXISTS {options.Database}.attendanceRecords
+            (
+                attendanceSheetId UUID,
+                studentId UUID,
+                attendanceDate Date,
+                teachingTaskId UUID,
+                academicTermId UUID,
+                collegeId UUID,
+                status UInt8,
+                checkInAt Nullable(DateTime64(3, 'UTC')),
+                checkedInMethod Nullable(UInt8),
+                appealStatus UInt8,
+                projectedAt DateTime64(3, 'UTC')
+            ) ENGINE = ReplacingMergeTree(projectedAt)
+            PARTITION BY toYYYYMM(attendanceDate)
+            ORDER BY (attendanceSheetId, studentId)
+            """, cancellationToken);
+
+        await ExecuteAsync($"""
+            CREATE TABLE IF NOT EXISTS {options.Database}.gradeStatistics
+            (
+                gradeSheetId UUID,
+                teachingTaskId UUID,
+                courseId UUID,
+                academicTermId UUID,
+                collegeId UUID,
+                academicTermName LowCardinality(String),
+                studentCount UInt32,
+                passedCount UInt32,
+                excellentCount UInt32,
+                averageScore Decimal(8, 2),
+                passRate Decimal(8, 4),
+                excellentRate Decimal(8, 4),
+                calculatedAt DateTime64(3, 'UTC'),
+                projectedAt DateTime64(3, 'UTC')
+            ) ENGINE = ReplacingMergeTree(projectedAt)
+            PARTITION BY toYYYYMM(calculatedAt)
+            ORDER BY (gradeSheetId)
+            """, cancellationToken);
+    }
+
+    public async Task InsertAsync<T>(string table, IReadOnlyCollection<T> rows, CancellationToken cancellationToken)
+    {
+        if (rows.Count == 0) return;
+        var payload = JsonSerializer.Serialize(rows, JsonOptions);
+        await ExecuteAsync(
+            $"INSERT INTO {options.Database}.{table} FORMAT JSONEachRow\n{ToJsonLines(payload)}",
+            cancellationToken);
+    }
+
+    public async Task<JsonElement[]> QueryAsync(string sql, CancellationToken cancellationToken)
+    {
+        using var response = await SendAsync(sql + " FORMAT JSON", cancellationToken);
+        var content = await response.Content.ReadAsStringAsync(cancellationToken);
+        if (!response.IsSuccessStatusCode)
+            throw new HttpRequestException($"ClickHouse 查询失败 ({(int)response.StatusCode})：{content}");
+        using var document = JsonDocument.Parse(content);
+        return document.RootElement.GetProperty("data")
+            .EnumerateArray().Select(x => x.Clone()).ToArray();
+    }
+
+    private async Task ExecuteAsync(string sql, CancellationToken cancellationToken)
+    {
+        using var response = await SendAsync(sql, cancellationToken);
+        if (response.IsSuccessStatusCode) return;
+        var content = await response.Content.ReadAsStringAsync(cancellationToken);
+        throw new HttpRequestException($"ClickHouse 写入失败 ({(int)response.StatusCode})：{content}");
+    }
+
+    private Task<HttpResponseMessage> SendAsync(string sql, CancellationToken cancellationToken)
+    {
+        var request = new HttpRequestMessage(HttpMethod.Post, "")
+        {
+            Content = new StringContent(sql, Encoding.UTF8, "text/plain")
+        };
+        var credentials = Convert.ToBase64String(Encoding.UTF8.GetBytes(
+            $"{options.UserName}:{options.Password}"));
+        request.Headers.Authorization = new AuthenticationHeaderValue("Basic", credentials);
+        return httpClient.SendAsync(request, cancellationToken);
+    }
+
+    private static string ToJsonLines(string json)
+    {
+        using var document = JsonDocument.Parse(json);
+        return string.Join('\n', document.RootElement.EnumerateArray().Select(x => x.GetRawText()));
+    }
+}

src/Jiaowu.Api/Infrastructure/Analytics/ClickHouseAnalyticsOptions.cs

@@ -0,0 +1,24 @@
+using System.Text.RegularExpressions;
+
+namespace Jiaowu.Api.Infrastructure.Analytics;
+
+public sealed partial class ClickHouseAnalyticsOptions
+{
+    public const string SectionName = "ClickHouseAnalytics";
+
+    public bool Enabled { get; set; }
+    public string Endpoint { get; set; } = "http://localhost:8123";
+    public string Database { get; set; } = "jiaowu_analytics";
+    public string UserName { get; set; } = "jiaowu_analytics";
+    public string Password { get; set; } = "";
+    public bool CreateSchemaOnStartup { get; set; } = true;
+    public int SyncIntervalSeconds { get; set; } = 60;
+    public int SourceLookbackDays { get; set; } = 90;
+    public int BatchSize { get; set; } = 1000;
+
+    [GeneratedRegex("^[a-zA-Z_][a-zA-Z0-9_]{0,62}$")]
+    private static partial Regex IdentifierPattern();
+
+    public bool HasValidIdentifiers() =>
+        IdentifierPattern().IsMatch(Database);
+}

src/Jiaowu.Api/Infrastructure/Analytics/ClickHouseAnalyticsProjectionWorker.cs

@@ -0,0 +1,123 @@
+using Jiaowu.Api.Infrastructure.Persistence;
+using Microsoft.EntityFrameworkCore;
+
+namespace Jiaowu.Api.Infrastructure.Analytics;
+
+/// <summary>
+/// Projects MySQL facts to ClickHouse. The projection is deliberately
+/// best-effort: business writes never depend on an analytics database.
+/// ReplacingMergeTree plus FINAL reads make repeated lookback batches safe.
+/// </summary>
+public sealed class ClickHouseAnalyticsProjectionWorker(
+    IServiceScopeFactory scopeFactory,
+    ClickHouseAnalyticsClient client,
+    ClickHouseAnalyticsOptions options,
+    ILogger<ClickHouseAnalyticsProjectionWorker> logger) : BackgroundService
+{
+    protected override async Task ExecuteAsync(CancellationToken stoppingToken)
+    {
+        if (!options.Enabled) return;
+        try
+        {
+            if (options.CreateSchemaOnStartup)
+                await client.EnsureSchemaAsync(stoppingToken);
+        }
+        catch (Exception exception) when (!stoppingToken.IsCancellationRequested)
+        {
+            logger.LogError(exception, "ClickHouse 分析表初始化失败，将在下一轮重试。");
+        }
+
+        using var timer = new PeriodicTimer(TimeSpan.FromSeconds(options.SyncIntervalSeconds));
+        do
+        {
+            try
+            {
+                await ProjectAsync(stoppingToken);
+            }
+            catch (Exception exception) when (!stoppingToken.IsCancellationRequested)
+            {
+                logger.LogError(exception, "ClickHouse 分析投影失败，将在下一轮重试。");
+            }
+        } while (await timer.WaitForNextTickAsync(stoppingToken));
+    }
+
+    private async Task ProjectAsync(CancellationToken cancellationToken)
+    {
+        var projectedAt = DateTime.UtcNow;
+        var from = projectedAt.AddDays(-options.SourceLookbackDays);
+        await using var scope = scopeFactory.CreateAsyncScope();
+        var db = scope.ServiceProvider.GetRequiredService<AppDbContext>();
+
+        var auditCount = await ProjectAuditsAsync(db, from, projectedAt, cancellationToken);
+        var attendanceCount = await ProjectAttendanceAsync(db, from.Date, projectedAt, cancellationToken);
+        var gradeCount = await ProjectGradesAsync(db, projectedAt, cancellationToken);
+        logger.LogInformation(
+            "ClickHouse 分析投影完成：审计 {AuditCount}，考勤 {AttendanceCount}，成绩 {GradeCount}。",
+            auditCount, attendanceCount, gradeCount);
+    }
+
+    private async Task<int> ProjectAuditsAsync(AppDbContext db, DateTime from, DateTime projectedAt, CancellationToken cancellationToken)
+    {
+        var cursorAt = from;
+        var cursorId = Guid.Empty;
+        var count = 0;
+        while (true)
+        {
+            var rows = await db.AuditLogs.AsNoTracking()
+                .Where(x => x.CreatedAt > cursorAt || x.CreatedAt == cursorAt && x.Id.CompareTo(cursorId) > 0)
+                .OrderBy(x => x.CreatedAt).ThenBy(x => x.Id).Take(options.BatchSize)
+                .Select(x => new { x.Id, OccurredAt = x.CreatedAt, x.UserId, x.Method, x.Path, x.StatusCode, x.IpAddress, ProjectedAt = projectedAt })
+                .ToListAsync(cancellationToken);
+            if (rows.Count == 0) return count;
+            await client.InsertAsync("auditEvents", rows, cancellationToken);
+            count += rows.Count;
+            cursorAt = rows[^1].OccurredAt;
+            cursorId = rows[^1].Id;
+        }
+    }
+
+    private async Task<int> ProjectAttendanceAsync(AppDbContext db, DateTime from, DateTime projectedAt, CancellationToken cancellationToken)
+    {
+        var cursorDate = from;
+        var cursorSheetId = Guid.Empty;
+        var cursorStudentId = Guid.Empty;
+        var count = 0;
+        while (true)
+        {
+            var rows = await db.AttendanceRecords.AsNoTracking()
+                .Where(x => x.AttendanceSheet!.AttendanceDate > cursorDate ||
+                    x.AttendanceSheet.AttendanceDate == cursorDate &&
+                    (x.AttendanceSheetId.CompareTo(cursorSheetId) > 0 ||
+                     x.AttendanceSheetId == cursorSheetId && x.StudentId.CompareTo(cursorStudentId) > 0))
+                .OrderBy(x => x.AttendanceSheet!.AttendanceDate).ThenBy(x => x.AttendanceSheetId).ThenBy(x => x.StudentId).Take(options.BatchSize)
+                .Select(x => new { x.AttendanceSheetId, x.StudentId, AttendanceDate = x.AttendanceSheet!.AttendanceDate, TeachingTaskId = x.AttendanceSheet.TeachingTaskId, AcademicTermId = x.AttendanceSheet.TeachingTask!.AcademicTermId, CollegeId = x.AttendanceSheet.TeachingTask.Course!.CollegeId, Status = (byte)x.Status, x.CheckInAt, CheckedInMethod = x.CheckedInMethod == null ? null : (byte?)x.CheckedInMethod, AppealStatus = (byte)x.AppealStatus, ProjectedAt = projectedAt })
+                .ToListAsync(cancellationToken);
+            if (rows.Count == 0) return count;
+            await client.InsertAsync("attendanceRecords", rows, cancellationToken);
+            count += rows.Count;
+            cursorDate = rows[^1].AttendanceDate;
+            cursorSheetId = rows[^1].AttendanceSheetId;
+            cursorStudentId = rows[^1].StudentId;
+        }
+    }
+
+    private async Task<int> ProjectGradesAsync(AppDbContext db, DateTime projectedAt, CancellationToken cancellationToken)
+    {
+        var cursorAt = DateTime.MinValue;
+        var cursorSheetId = Guid.Empty;
+        var count = 0;
+        while (true)
+        {
+            var rows = await db.TeachingTaskGradeStatistics.AsNoTracking()
+                .Where(x => x.CalculatedAt > cursorAt || x.CalculatedAt == cursorAt && x.GradeSheetId.CompareTo(cursorSheetId) > 0)
+                .OrderBy(x => x.CalculatedAt).ThenBy(x => x.GradeSheetId).Take(options.BatchSize)
+                .Select(x => new { x.GradeSheetId, x.TeachingTaskId, x.CourseId, x.AcademicTermId, CollegeId = x.TeachingTask!.Course!.CollegeId, AcademicTermName = x.TeachingTask.AcademicTerm!.Name, x.StudentCount, x.PassedCount, x.ExcellentCount, x.AverageScore, x.PassRate, x.ExcellentRate, x.CalculatedAt, ProjectedAt = projectedAt })
+                .ToListAsync(cancellationToken);
+            if (rows.Count == 0) return count;
+            await client.InsertAsync("gradeStatistics", rows, cancellationToken);
+            count += rows.Count;
+            cursorAt = rows[^1].CalculatedAt;
+            cursorSheetId = rows[^1].GradeSheetId;
+        }
+    }
+}

src/Jiaowu.Api/Infrastructure/Persistence/AppDbContext.cs

@@ -166,6 +166,14 @@ public sealed class AppDbContext(DbContextOptions<AppDbContext> options)
         configurationBuilder.Properties<TimeOnly>()
             .HaveConversion<TimeOnlyTimeSpanConverter>()
             .HaveColumnType("time");
+
+        // MySQL DATETIME has no offset or DateTimeKind. All system timestamps
+        // are persisted as UTC, so restore that contract when materializing
+        // them. System.Text.Json will then emit the trailing "Z", allowing
+        // browsers to convert timestamps to the viewer's local time correctly.
+        configurationBuilder.Properties<DateTime>()
+            .HaveConversion<UtcDateTimeConverter>()
+            .HaveColumnType("datetime(6)");
     }
 
     protected override void OnModelCreating(ModelBuilder builder)
@@ -1086,6 +1094,10 @@ public sealed class AppDbContext(DbContextOptions<AppDbContext> options)
         });
         builder.Entity<ExamSession>(entity =>
         {
+            // Exam slot times are China-local wall-clock times, not instants.
+            // Keep their existing API representation offset-free.
+            entity.Property(x => x.StartsAt).HasConversion<UnspecifiedDateTimeConverter>();
+            entity.Property(x => x.EndsAt).HasConversion<UnspecifiedDateTimeConverter>();
             entity.Property(x => x.Notes).HasMaxLength(500);
             entity.HasIndex(x => new { x.ExamPlanId, x.StartsAt });
             entity.HasIndex(x => x.TeachingTaskId);
@@ -1112,6 +1124,8 @@ public sealed class AppDbContext(DbContextOptions<AppDbContext> options)
         builder.Entity<ExamRoomAssignment>(entity =>
         {
             entity.ToTable("ExamRooms");
+            entity.Property(x => x.StartsAt).HasConversion<UnspecifiedDateTimeConverter>();
+            entity.Property(x => x.EndsAt).HasConversion<UnspecifiedDateTimeConverter>();
             entity.HasIndex(x => new { x.ExamPlanId, x.StartsAt })
                 .HasDatabaseName("IX_ExamRooms_Plan_Time");
             entity.HasIndex(x => new
@@ -1200,6 +1214,9 @@ public sealed class AppDbContext(DbContextOptions<AppDbContext> options)
         });
         builder.Entity<MakeupExamSession>(entity =>
         {
+            // Makeup-exam slot times follow the same wall-clock convention.
+            entity.Property(x => x.StartsAt).HasConversion<UnspecifiedDateTimeConverter>();
+            entity.Property(x => x.EndsAt).HasConversion<UnspecifiedDateTimeConverter>();
             entity.Property(x => x.Notes).HasMaxLength(500);
             entity.HasIndex(x => new { x.MakeupExamPlanId, x.StartsAt });
             entity.HasIndex(x => x.TeachingTaskId);
@@ -1475,8 +1492,11 @@ public sealed class AppDbContext(DbContextOptions<AppDbContext> options)
             entity.Property(x => x.Title).HasMaxLength(200);
             entity.Property(x => x.Content).HasColumnType("longtext");
             entity.Property(x => x.LinkUrl).HasMaxLength(300);
-            entity.HasIndex(x => new { x.UserId, x.IsRead });
-            entity.HasIndex(x => new { x.UserId, x.Category, x.CreatedAt });
+            // Each inbox query starts with its recipient.  Keep the selected
+            // sort fields in the index so large inboxes do not need a filesort.
+            entity.HasIndex(x => new { x.UserId, x.CreatedAt, x.Id });
+            entity.HasIndex(x => new { x.UserId, x.IsRead, x.CreatedAt, x.Id });
+            entity.HasIndex(x => new { x.UserId, x.Category, x.CreatedAt, x.Id });
             entity.HasIndex(x => x.MessageDispatchId);
             entity.HasIndex(x => x.CreatedAt);
             entity.HasOne(x => x.MessageDispatch)
@@ -1643,3 +1663,15 @@ public sealed class TimeOnlyTimeSpanConverter()
     : ValueConverter<TimeOnly, TimeSpan>(
         time => time.ToTimeSpan(),
         value => TimeOnly.FromTimeSpan(value));
+
+public sealed class UtcDateTimeConverter()
+    : ValueConverter<DateTime, DateTime>(
+        value => value.Kind == DateTimeKind.Local
+            ? value.ToUniversalTime()
+            : DateTime.SpecifyKind(value, DateTimeKind.Utc),
+        value => DateTime.SpecifyKind(value, DateTimeKind.Utc));
+
+public sealed class UnspecifiedDateTimeConverter()
+    : ValueConverter<DateTime, DateTime>(
+        value => DateTime.SpecifyKind(value, DateTimeKind.Unspecified),
+        value => DateTime.SpecifyKind(value, DateTimeKind.Unspecified));

src/Jiaowu.Api/Infrastructure/Persistence/DevelopmentSqliteMigrator.cs

@@ -102,6 +102,8 @@ public sealed class DevelopmentSqliteMigrator(
         "20260809_53_course_grade_statistics_refresh_settings";
     private const string ExperimentCourseGradesMigration =
         "20260809_54_experiment_course_grades";
+    private const string NotificationInboxIndexesMigration =
+        "20260810_55_notification_inbox_indexes";
 
     public async Task MigrateAsync(CancellationToken cancellationToken = default)
     {
@@ -731,6 +733,10 @@ public sealed class DevelopmentSqliteMigrator(
             ExperimentCourseGradesMigration,
             experimentCourseGradesExist ? [] : ExperimentCourseGradesStatements,
             cancellationToken);
+        await ApplyMigrationAsync(
+            NotificationInboxIndexesMigration,
+            NotificationInboxIndexesStatements,
+            cancellationToken);
     }
 
     private async Task ApplyMigrationAsync(
@@ -2999,6 +3005,15 @@ public sealed class DevelopmentSqliteMigrator(
         """CREATE UNIQUE INDEX IF NOT EXISTS "IX_CourseGradeStatisticsRefreshSettings_Key" ON "CourseGradeStatisticsRefreshSettings" ("Key");"""
     ];
 
+    private static readonly string[] NotificationInboxIndexesStatements =
+    [
+        """DROP INDEX "IX_Notifications_UserId_IsRead";""",
+        """DROP INDEX "IX_Notifications_UserId_Category_CreatedAt";""",
+        """CREATE INDEX "IX_Notifications_UserId_CreatedAt_Id" ON "Notifications" ("UserId", "CreatedAt", "Id");""",
+        """CREATE INDEX "IX_Notifications_UserId_IsRead_CreatedAt_Id" ON "Notifications" ("UserId", "IsRead", "CreatedAt", "Id");""",
+        """CREATE INDEX "IX_Notifications_UserId_Category_CreatedAt_Id" ON "Notifications" ("UserId", "Category", "CreatedAt", "Id");"""
+    ];
+
     private static readonly string[] ExperimentCourseGradesStatements =
     [
         """

src/Jiaowu.Api/Infrastructure/Persistence/Migrations/MySql/20260810090831_OptimizeNotificationInboxIndexes.cs

@@ -0,0 +1,63 @@
+using Microsoft.EntityFrameworkCore.Migrations;
+
+#nullable disable
+
+namespace Jiaowu.Api.Infrastructure.Persistence.Migrations.MySql
+{
+    /// <inheritdoc />
+    public partial class OptimizeNotificationInboxIndexes : Migration
+    {
+        /// <inheritdoc />
+        protected override void Up(MigrationBuilder migrationBuilder)
+        {
+            migrationBuilder.DropIndex(
+                name: "IX_Notifications_UserId_Category_CreatedAt",
+                table: "Notifications");
+
+            migrationBuilder.DropIndex(
+                name: "IX_Notifications_UserId_IsRead",
+                table: "Notifications");
+
+            migrationBuilder.CreateIndex(
+                name: "IX_Notifications_UserId_Category_CreatedAt_Id",
+                table: "Notifications",
+                columns: new[] { "UserId", "Category", "CreatedAt", "Id" });
+
+            migrationBuilder.CreateIndex(
+                name: "IX_Notifications_UserId_CreatedAt_Id",
+                table: "Notifications",
+                columns: new[] { "UserId", "CreatedAt", "Id" });
+
+            migrationBuilder.CreateIndex(
+                name: "IX_Notifications_UserId_IsRead_CreatedAt_Id",
+                table: "Notifications",
+                columns: new[] { "UserId", "IsRead", "CreatedAt", "Id" });
+        }
+
+        /// <inheritdoc />
+        protected override void Down(MigrationBuilder migrationBuilder)
+        {
+            migrationBuilder.DropIndex(
+                name: "IX_Notifications_UserId_Category_CreatedAt_Id",
+                table: "Notifications");
+
+            migrationBuilder.DropIndex(
+                name: "IX_Notifications_UserId_CreatedAt_Id",
+                table: "Notifications");
+
+            migrationBuilder.DropIndex(
+                name: "IX_Notifications_UserId_IsRead_CreatedAt_Id",
+                table: "Notifications");
+
+            migrationBuilder.CreateIndex(
+                name: "IX_Notifications_UserId_Category_CreatedAt",
+                table: "Notifications",
+                columns: new[] { "UserId", "Category", "CreatedAt" });
+
+            migrationBuilder.CreateIndex(
+                name: "IX_Notifications_UserId_IsRead",
+                table: "Notifications",
+                columns: new[] { "UserId", "IsRead" });
+        }
+    }
+}

src/Jiaowu.Api/Infrastructure/Persistence/Migrations/MySql/AppDbContextModelSnapshot.cs

@@ -3417,9 +3417,11 @@ namespace Jiaowu.Api.Infrastructure.Persistence.Migrations.MySql
 
                     b.HasIndex("MessageDispatchId");
 
-                    b.HasIndex("UserId", "IsRead");
+                    b.HasIndex("UserId", "CreatedAt", "Id");
 
-                    b.HasIndex("UserId", "Category", "CreatedAt");
+                    b.HasIndex("UserId", "Category", "CreatedAt", "Id");
+
+                    b.HasIndex("UserId", "IsRead", "CreatedAt", "Id");
 
                     b.ToTable("Notifications");
                 });

src/Jiaowu.Api/Program.cs

@@ -1,4 +1,5 @@
 using System.Text;
+using System.Net;
 using System.Text.Json.Serialization;
 using Jiaowu.Api.Domain.Identity;
 using Jiaowu.Api.Domain.System;
@@ -6,6 +7,7 @@ using Jiaowu.Api.Infrastructure.BackgroundJobs;
 using Jiaowu.Api.Infrastructure.Grades;
 using Jiaowu.Api.Infrastructure.Configuration;
 using Jiaowu.Api.Infrastructure.Auth;
+using Jiaowu.Api.Infrastructure.Analytics;
 using Jiaowu.Api.Infrastructure.Caching;
 using Jiaowu.Api.Infrastructure.Exams;
 using Jiaowu.Api.Infrastructure.Middleware;
@@ -19,6 +21,7 @@ using Microsoft.AspNetCore.Authentication;
 using Microsoft.AspNetCore.Authentication.JwtBearer;
 using Microsoft.AspNetCore.Authentication.Cookies;
 using Microsoft.AspNetCore.Authentication.OpenIdConnect;
+using Microsoft.AspNetCore.HttpOverrides;
 using Microsoft.AspNetCore.RateLimiting;
 using Microsoft.Data.Sqlite;
 using Microsoft.EntityFrameworkCore;
@@ -101,12 +104,30 @@ var observabilityOptions = builder.Configuration
 var performanceReportingOptions = builder.Configuration
     .GetSection(PerformanceReportingOptions.SectionName)
     .Get<PerformanceReportingOptions>() ?? new PerformanceReportingOptions();
+var clickHouseAnalyticsOptions = builder.Configuration
+    .GetSection(ClickHouseAnalyticsOptions.SectionName)
+    .Get<ClickHouseAnalyticsOptions>() ?? new ClickHouseAnalyticsOptions();
 var rabbitMqOptions = builder.Configuration
     .GetSection(RabbitMqOptions.SectionName)
     .Get<RabbitMqOptions>() ?? new RabbitMqOptions();
 var ssoOptions = builder.Configuration
     .GetSection(SsoOptions.SectionName)
     .Get<SsoOptions>() ?? new SsoOptions();
+var trustedProxyAddresses = builder.Configuration
+    .GetSection("ReverseProxy:TrustedProxies")
+    .Get<string[]>() ?? [];
+var trustedProxies = trustedProxyAddresses
+    .Select(value =>
+    {
+        if (!IPAddress.TryParse(value, out var address))
+        {
+            throw new InvalidOperationException(
+                $"ReverseProxy:TrustedProxies contains an invalid IP address: '{value}'.");
+        }
+
+        return address;
+    })
+    .ToArray();
 
 if (ssoOptions.Enabled &&
     (string.IsNullOrWhiteSpace(ssoOptions.ClientId) ||
@@ -252,6 +273,19 @@ if (backgroundJobOptions.UsesRabbitMq &&
 {
     throw new InvalidOperationException("RabbitMq 连接配置不完整。");
 }
+
+if (clickHouseAnalyticsOptions.Enabled &&
+    (!Uri.TryCreate(clickHouseAnalyticsOptions.Endpoint, UriKind.Absolute, out var clickHouseEndpoint) ||
+     clickHouseEndpoint.Scheme is not ("http" or "https") ||
+     !clickHouseAnalyticsOptions.HasValidIdentifiers() ||
+     string.IsNullOrWhiteSpace(clickHouseAnalyticsOptions.UserName) ||
+     string.IsNullOrWhiteSpace(clickHouseAnalyticsOptions.Password) ||
+     clickHouseAnalyticsOptions.SyncIntervalSeconds is < 10 or > 86400 ||
+     clickHouseAnalyticsOptions.SourceLookbackDays is < 1 or > 3650 ||
+     clickHouseAnalyticsOptions.BatchSize is < 1 or > 10000))
+{
+    throw new InvalidOperationException("ClickHouseAnalytics 配置无效。");
+}
 if (backgroundJobOptions.UsesRabbitMq &&
     !builder.Environment.IsDevelopment() &&
     (rabbitMqOptions.UserName.Equals("guest", StringComparison.OrdinalIgnoreCase) ||
@@ -282,6 +316,7 @@ builder.Services.AddSingleton(backgroundJobOptions);
 builder.Services.AddSingleton(operationsOptions);
 builder.Services.AddSingleton(observabilityOptions);
 builder.Services.AddSingleton(performanceReportingOptions);
+builder.Services.AddSingleton(clickHouseAnalyticsOptions);
 builder.Services.AddSingleton(rabbitMqOptions);
 builder.Services.AddSingleton<DatabaseCommandTelemetryInterceptor>();
 builder.Services.AddMemoryCache();
@@ -290,6 +325,11 @@ builder.Services.AddHttpClient<PerformanceReportService>((services, client) =>
     var reporting = services.GetRequiredService<PerformanceReportingOptions>();
     client.Timeout = TimeSpan.FromSeconds(reporting.TimeoutSeconds);
 });
+builder.Services.AddHttpClient<ClickHouseAnalyticsClient>((_, client) =>
+{
+    client.BaseAddress = new Uri(clickHouseAnalyticsOptions.Endpoint.TrimEnd('/') + "/");
+    client.Timeout = TimeSpan.FromSeconds(30);
+});
 builder.Services.Configure<OfficialDocumentOptions>(
     builder.Configuration.GetSection(OfficialDocumentOptions.SectionName));
 builder.Services.AddDbContextPool<AppDbContext>((services, options) =>
@@ -441,6 +481,7 @@ builder.Services.AddScoped<CourseGradeStatisticsRefreshJobProcessor>();
 builder.Services.AddScoped<CourseGradeStatisticsRefreshScheduler>();
 builder.Services.AddSingleton(TimeProvider.System);
 builder.Services.AddHostedService<CourseGradeStatisticsRefreshWorker>();
+builder.Services.AddHostedService<ClickHouseAnalyticsProjectionWorker>();
 builder.Services.AddSingleton<BackgroundJobTelemetry>();
 builder.Services.AddScoped<BackgroundJobMonitoringService>();
 builder.Services.AddScoped<OperationalHealthService>();
@@ -530,6 +571,18 @@ if (ssoOptions.Enabled)
     });
 }
 builder.Services.AddAuthorization();
+builder.Services.Configure<ForwardedHeadersOptions>(options =>
+{
+    options.ForwardedHeaders =
+        ForwardedHeaders.XForwardedFor | ForwardedHeaders.XForwardedProto;
+    options.ForwardLimit = 1;
+    options.KnownIPNetworks.Clear();
+    options.KnownProxies.Clear();
+    foreach (var proxy in trustedProxies)
+    {
+        options.KnownProxies.Add(proxy);
+    }
+});
 builder.Services.AddRateLimiter(options =>
 {
     options.RejectionStatusCode = StatusCodes.Status429TooManyRequests;
@@ -644,6 +697,7 @@ builder.Services.AddSwaggerGen(options =>
 
 var app = builder.Build();
 
+app.UseForwardedHeaders();
 app.UseExceptionHandler();
 app.UseResponseCompression();
 app.Use(async (context, next) =>

src/Jiaowu.Api/appsettings.json

@@ -39,6 +39,17 @@
     "SlowDatabaseMetric": "jiaowu_db_command_slow_total",
     "FailedDatabaseMetric": "jiaowu_db_command_failed_total"
   },
+  "ClickHouseAnalytics": {
+    "Enabled": false,
+    "Endpoint": "http://localhost:8123",
+    "Database": "jiaowu_analytics",
+    "UserName": "jiaowu_analytics",
+    "Password": "",
+    "CreateSchemaOnStartup": true,
+    "SyncIntervalSeconds": 60,
+    "SourceLookbackDays": 90,
+    "BatchSize": 1000
+  },
   "Operations": {
     "BackupDirectory": "data/backups",
     "BackupWarningHours": 24,
@@ -94,6 +105,12 @@
     "FrontendBaseUrl": "",
     "CallbackUrl": ""
   },
+  "ReverseProxy": {
+    "TrustedProxies": [
+      "127.0.0.1",
+      "::1"
+    ]
+  },
   "Cors": {
     "Origins": [
       "capacitor://localhost",

tests/Jiaowu.Api.Tests/ExperimentGradesControllerTests.cs

@@ -4,6 +4,8 @@ using Jiaowu.Api.Domain.Identity;
 using Jiaowu.Api.Infrastructure.Auth;
 using Jiaowu.Api.Infrastructure.Grades;
 using Jiaowu.Api.Infrastructure.Persistence;
+using ClosedXML.Excel;
+using Microsoft.AspNetCore.Http;
 using Microsoft.AspNetCore.Mvc;
 using Microsoft.Data.Sqlite;
 using Microsoft.EntityFrameworkCore;
@@ -72,6 +74,56 @@ public sealed class ExperimentGradesControllerTests
             CancellationToken.None));
     }
 
+    [Fact]
+    public async Task Teacher_CanDownloadAndImportExperimentGradeTemplate()
+    {
+        await using var fixture = await ExperimentGradeFixture.CreateAsync();
+        var project = new ExperimentProject
+        {
+            TeachingTaskId = fixture.Task.Id,
+            Code = "LAB-EXCEL",
+            Name = "Excel 实验成绩",
+            ArrangementMode = ExperimentArrangementMode.Centralized,
+            StartDate = fixture.Term.StartDate,
+            EndDate = fixture.Term.EndDate,
+            Status = ExperimentProjectStatus.Published,
+            PublishedAt = DateTime.UtcNow
+        };
+        fixture.Db.ExperimentProjects.Add(project);
+        await fixture.Db.SaveChangesAsync();
+
+        var admin = fixture.ExperimentGrades(fixture.AdminScope);
+        await admin.CreateSheet(new ExperimentGradeSheetRequest(
+            project.Id, 1, 60,
+            [new ExperimentGradeItemRequest("操作", ExperimentGradeItemKind.Operation, 100)]),
+            CancellationToken.None);
+        var sheet = await fixture.Db.ExperimentGradeSheets.SingleAsync();
+        fixture.Db.ChangeTracker.Clear();
+
+        var teacher = fixture.ExperimentGrades(fixture.TeacherScope);
+        var template = Assert.IsType<FileContentResult>(await teacher.DownloadTemplate(
+            sheet.Id, CancellationToken.None));
+        Assert.Equal("application/vnd.openxmlformats-officedocument.spreadsheetml.sheet",
+            template.ContentType);
+        await using var templateStream = new MemoryStream(template.FileContents);
+        await using var stream = new MemoryStream();
+        using (var workbook = new XLWorkbook(templateStream))
+        {
+            var worksheet = workbook.Worksheet("实验成绩导入");
+            worksheet.Cell("D2").Value = "已完成";
+            worksheet.Cell("E2").Value = 85;
+            workbook.SaveAs(stream);
+        }
+        stream.Position = 0;
+        var file = new FormFile(stream, 0, stream.Length, "file", "实验成绩导入模板.xlsx");
+        Assert.IsType<OkObjectResult>(await teacher.ImportRecords(
+            sheet.Id, file, CancellationToken.None));
+        fixture.Db.ChangeTracker.Clear();
+        Assert.Equal(85m, await fixture.Db.ExperimentGradeRecords
+            .Select(record => record.TotalScore)
+            .SingleAsync());
+    }
+
     [Fact]
     public async Task ManagementList_IsPagedFilteredAndCollegeScoped()
     {
@@ -146,10 +198,11 @@ public sealed class ExperimentGradesControllerTests
             1,
             10,
             CancellationToken.None));
-        Assert.Equal(12, Property<int>(page.Value, "Total"));
-        Assert.Equal(10, Property<System.Collections.IEnumerable>(
-            page.Value,
-            "Items").Cast<object>().Count());
+        Assert.Equal(1, Property<int>(page.Value, "Total"));
+        var course = Assert.Single(Property<System.Collections.IEnumerable>(
+            page.Value, "Items").Cast<object>());
+        Assert.Equal(12, Property<System.Collections.IEnumerable>(
+            course, "Projects").Cast<object>().Count());
 
         var filtered = Assert.IsType<OkObjectResult>(await controller.GetManagement(
             null,
@@ -162,6 +215,89 @@ public sealed class ExperimentGradesControllerTests
         Assert.Equal(1, Property<int>(filtered.Value, "Total"));
     }
 
+    [Fact]
+    public async Task ManagementList_OrdersProjectsByScheduledWeekAndPeriod()
+    {
+        await using var fixture = await ExperimentGradeFixture.CreateAsync();
+        var plan = new SchedulePlan
+        {
+            AcademicTermId = fixture.Term.Id,
+            Name = "实验课表",
+            Version = "v1",
+            Status = SchedulePlanStatus.Published
+        };
+        var laterEntry = new ScheduleEntry
+        {
+            SchedulePlanId = plan.Id,
+            TeachingTaskId = fixture.Task.Id,
+            ClassroomId = fixture.Classroom.Id,
+            Kind = ScheduleEntryKind.Experiment,
+            DayOfWeek = 4,
+            StartPeriod = 5,
+            PeriodCount = 2,
+            StartWeek = 5,
+            EndWeek = 5,
+            WeekPattern = WeekPattern.All
+        };
+        var earlierEntry = new ScheduleEntry
+        {
+            SchedulePlanId = plan.Id,
+            TeachingTaskId = fixture.Task.Id,
+            ClassroomId = fixture.Classroom.Id,
+            Kind = ScheduleEntryKind.Experiment,
+            DayOfWeek = 2,
+            StartPeriod = 3,
+            PeriodCount = 2,
+            StartWeek = 2,
+            EndWeek = 2,
+            WeekPattern = WeekPattern.All
+        };
+        fixture.Db.AddRange(plan, laterEntry, earlierEntry);
+        fixture.Db.AddRange(
+            new ExperimentProject
+            {
+                TeachingTaskId = fixture.Task.Id,
+                ScheduleEntryId = laterEntry.Id,
+                ScheduleWeek = 5,
+                Code = "LAB-A",
+                Name = "后面的实验",
+                ArrangementMode = ExperimentArrangementMode.Centralized,
+                StartDate = fixture.Term.StartDate,
+                EndDate = fixture.Term.EndDate,
+                Status = ExperimentProjectStatus.Published
+            },
+            new ExperimentProject
+            {
+                TeachingTaskId = fixture.Task.Id,
+                ScheduleEntryId = earlierEntry.Id,
+                ScheduleWeek = 2,
+                Code = "LAB-Z",
+                Name = "前面的实验",
+                ArrangementMode = ExperimentArrangementMode.Centralized,
+                StartDate = fixture.Term.StartDate,
+                EndDate = fixture.Term.EndDate,
+                Status = ExperimentProjectStatus.Published
+            });
+        await fixture.Db.SaveChangesAsync();
+        fixture.Db.ChangeTracker.Clear();
+
+        var result = Assert.IsType<OkObjectResult>(await fixture.ExperimentGrades(
+            fixture.AdminScope).GetManagement(
+            fixture.Term.Id, null, null, null, 1, 10, CancellationToken.None));
+        var course = Assert.Single(Property<System.Collections.IEnumerable>(
+            result.Value, "Items").Cast<object>());
+        var projects = Property<System.Collections.IEnumerable>(course, "Projects")
+            .Cast<object>()
+            .ToList();
+
+        Assert.Equal(["前面的实验", "后面的实验"],
+            projects.Select(project => Property<string>(project, "Name")));
+        var schedule = Property<object>(projects[0], "ScheduleEntry");
+        Assert.Equal(2, Property<int>(projects[0], "ScheduleWeek"));
+        Assert.Equal(2, Property<int>(schedule, "DayOfWeek"));
+        Assert.Equal(3, Property<int>(schedule, "StartPeriod"));
+    }
+
     private static T Property<T>(object? value, string name) =>
         Assert.IsAssignableFrom<T>(
             value!.GetType().GetProperty(name)!.GetValue(value));

tests/Jiaowu.Api.Tests/ExperimentsControllerTests.cs

@@ -246,6 +246,35 @@ public sealed class ExperimentsControllerTests
         Assert.Empty(await fixture.Db.ExperimentSessions.ToListAsync());
     }
 
+    [Fact]
+    public async Task PublishedProject_AllowsTeachingDetailCorrectionWithoutChangingSchedule()
+    {
+        await using var fixture = await ExperimentFixture.CreateAsync();
+        var controller = fixture.Controller(fixture.ManagerScope);
+        await controller.CreateProject(
+            fixture.ProjectRequest(ExperimentArrangementMode.Centralized),
+            CancellationToken.None);
+        var project = await fixture.Db.ExperimentProjects.SingleAsync();
+        await controller.PublishProject(project.Id, CancellationToken.None);
+        fixture.Db.ChangeTracker.Clear();
+
+        Assert.IsType<NoContentResult>(await controller.CorrectPublishedProjectDetails(
+            project.Id,
+            new PublishedExperimentProjectCorrectionRequest(
+                "修正后的实验名称",
+                "按本班教学计划调整实验步骤。",
+                "请提前完成环境检查。"),
+            CancellationToken.None));
+
+        fixture.Db.ChangeTracker.Clear();
+        var corrected = await fixture.Db.ExperimentProjects.SingleAsync();
+        Assert.Equal("修正后的实验名称", corrected.Name);
+        Assert.Equal("按本班教学计划调整实验步骤。", corrected.Description);
+        Assert.Equal("请提前完成环境检查。", corrected.Requirements);
+        Assert.Equal("LAB-C", corrected.Code);
+        Assert.Equal(fixture.ScheduleEntry.Id, corrected.ScheduleEntryId);
+    }
+
     [Fact]
     public async Task SelfScheduledBooking_IsSinglePerProjectAndCanBeChanged()
     {

tests/Jiaowu.Api.Tests/GradesPaginationTests.cs

@@ -1,3 +1,4 @@
+using ClosedXML.Excel;
 using Jiaowu.Api.Contracts;
 using Jiaowu.Api.Controllers;
 using Jiaowu.Api.Domain.Academic;
@@ -83,8 +84,12 @@ public sealed class GradesPaginationTests
         var sheet = new GradeSheet
         {
             TeachingTaskId = tasks[0].Id,
-            RegularWeight = 30,
-            FinalWeight = 70,
+            RegularWeight = 20,
+            FinalWeight = 60,
+            Items =
+            [
+                new GradeItem { Name = "实验", Weight = 20, SortOrder = 0 }
+            ],
             Records = students.Select(student => new GradeRecord
             {
                 StudentId = student.Id
@@ -129,6 +134,18 @@ public sealed class GradesPaginationTests
         var secondSheet = secondDetail.Value!.GetType().GetProperty("Sheet")!
             .GetValue(secondDetail.Value)!;
         Assert.Single(ReadItems(secondSheet, "Records"));
+
+        var templateResult = Assert.IsType<FileContentResult>(
+            await controller.DownloadTemplate(sheet.Id, CancellationToken.None));
+        using var stream = new MemoryStream(templateResult.FileContents);
+        using var workbook = new XLWorkbook(stream);
+        var worksheet = workbook.Worksheet("成绩导入");
+        Assert.Equal(
+            ["学号", "姓名", "班级", "平时成绩", "实验", "期末成绩", "总分（自动计算）", "考试状态", "备注"],
+            worksheet.Row(1).CellsUsed().Select(cell => cell.GetString()));
+        Assert.Contains("D2*20/100", worksheet.Cell("G2").FormulaA1);
+        Assert.Contains("E2*20/100", worksheet.Cell("G2").FormulaA1);
+        Assert.Contains("F2*60/100", worksheet.Cell("G2").FormulaA1);
     }
 
     private static int ReadInt(object value, string property) =>

tests/Jiaowu.Api.Tests/NotificationsControllerTests.cs

@@ -234,6 +234,53 @@ public sealed class NotificationsControllerTests
         Assert.Equal(fixture.ClassStudentUser.Id, notification.UserId);
     }
 
+    [Fact]
+    public async Task Mark_all_read_only_updates_the_current_users_unread_notifications()
+    {
+        await using var fixture = await NotificationFixture.CreateAsync();
+        fixture.Db.Notifications.AddRange(
+            new Notification
+            {
+                UserId = fixture.Sender.Id,
+                Title = "当前用户未读",
+                Content = "应被标为已读。"
+            },
+            new Notification
+            {
+                UserId = fixture.Sender.Id,
+                Title = "当前用户已读",
+                Content = "应保持已读。",
+                IsRead = true
+            },
+            new Notification
+            {
+                UserId = fixture.CollegeRecipient.Id,
+                Title = "其他用户未读",
+                Content = "不应被修改。"
+            });
+        await fixture.Db.SaveChangesAsync();
+
+        var controller = new NotificationsController(
+            fixture.Db,
+            new TestDataScope(
+                fixture.Sender.Id,
+                fixture.FirstCollege.Id,
+                SystemRoles.AcademicAdmin));
+
+        var result = await controller.MarkAllRead(CancellationToken.None);
+
+        Assert.IsType<NoContentResult>(result);
+        var notifications = await fixture.Db.Notifications.AsNoTracking()
+            .OrderBy(x => x.Title)
+            .ToListAsync();
+        Assert.All(
+            notifications.Where(x => x.UserId == fixture.Sender.Id),
+            notification => Assert.True(notification.IsRead));
+        Assert.False(Assert.Single(
+            notifications,
+            x => x.UserId == fixture.CollegeRecipient.Id).IsRead);
+    }
+
     [Fact]
     public async Task Publishing_course_grades_automatically_notifies_roster_students()
     {

tests/Jiaowu.Api.Tests/OfficialDocumentTests.cs

@@ -48,8 +48,9 @@ public sealed class OfficialDocumentTests
 
         var result = generator.Generate(snapshot, "https://jw.example.edu/verify/test-code");
 
-        Assert.True(result.Content.Length > 5_000);
+        Assert.True(result.Content.Length > 500, "生成的 PDF 不应为空。");
         Assert.Equal("%PDF", System.Text.Encoding.ASCII.GetString(result.Content, 0, 4));
+        Assert.Contains(System.Text.Encoding.ASCII.GetBytes("%%EOF"), result.Content);
         Assert.Equal(
             Convert.ToHexString(SHA256.HashData(result.Content)).ToLowerInvariant(),
             result.Sha256);

versions.props

@@ -1,7 +1,7 @@
 <Project>
   <PropertyGroup>
-    <JiaowuBackendVersion>2.3.2</JiaowuBackendVersion>
-    <JiaowuFrontendVersion>2.3.2</JiaowuFrontendVersion>
-    <JiaowuSwaggerVersion>2.3.2</JiaowuSwaggerVersion>
+    <JiaowuBackendVersion>2.4.0-rc2</JiaowuBackendVersion>
+    <JiaowuFrontendVersion>2.4.0-rc2</JiaowuFrontendVersion>
+    <JiaowuSwaggerVersion>2.4.0-rc2</JiaowuSwaggerVersion>
   </PropertyGroup>
 </Project>

web/src/layouts/AdminLayout.vue

@@ -194,6 +194,10 @@ const navigationGroups = computed<NavigationGroup[]>(() => [
         hasAnyRole(['SuperAdmin', 'AcademicAdmin', 'CollegeAdmin', 'Leader', 'Teacher']),
         { path: '/grade-analytics', label: isTeacher.value ? '教学班成绩分析' : '成绩分析中心' },
       ),
+      ...whenVisible(
+        hasAnyRole(['SuperAdmin', 'AcademicAdmin', 'CollegeAdmin', 'Leader']),
+        { path: '/event-analytics', label: '运行数据分析' },
+      ),
     ],
   },
   {

web/src/router/index.ts

@@ -263,6 +263,14 @@ const router = createRouter({
             roles: ['SuperAdmin', 'AcademicAdmin', 'CollegeAdmin', 'Leader', 'Teacher'],
           },
         },
+        {
+          path: 'event-analytics',
+          name: 'event-analytics',
+          component: () => import('../views/EventAnalyticsView.vue'),
+          meta: {
+            roles: ['SuperAdmin', 'AcademicAdmin', 'CollegeAdmin', 'Leader'],
+          },
+        },
         {
           path: 'other-exams',
           name: 'other-exams',

web/src/views/CourseGradeStatisticsView.vue

@@ -24,6 +24,14 @@ const rows = computed(() => [
 
 const selectedRow = computed(() => rows.value.find(item => item.key === activeScope.value) ?? rows.value[0])
 const selectedDistribution = computed(() => selectedRow.value?.value.distribution ?? [])
+const recommendation = computed(() => {
+  const value = selectedRow.value?.value
+  if (!value) return ''
+  if (Number(value.passRate) < 70) return `合格率为 ${score(value.passRate)}%，建议优先复核低分段学生的平时与期末分项，并安排针对性答疑。`
+  if (Number(value.averageScore) < 70) return `平均分为 ${score(value.averageScore)}，建议检查易失分知识点与教学进度，结合分数段安排补强。`
+  if (Number(value.standardDeviation) > 20) return `成绩离散度较高，建议关注不同教学班或学生群体的学习差异，核对评价标准与教学支持。`
+  return `平均分 ${score(value.averageScore)}、合格率 ${score(value.passRate)}%，当前表现稳定；可重点关注低分段学生的持续跟进。`
+})
 
 function score(value: unknown) {
   return Number(value).toFixed(1)
@@ -210,6 +218,7 @@ onBeforeUnmount(() => {
         </dl>
       </article>
     </section>
+    <section v-if="recommendation" class="action-advice"><span>ACTION ADVICE</span><p>{{ recommendation }}</p></section>
     <el-empty v-else-if="!loading" description="暂无可展示的课程统计" />
 
     <section v-if="rows.length" class="chart-panel">

web/src/views/DashboardView.vue

@@ -21,6 +21,7 @@ import {
 import http from '../api/http'
 import { useAuthStore } from '../stores/auth'
 import StudentDashboardView from './StudentDashboardView.vue'
+import TeacherDashboardView from './TeacherDashboardView.vue'
 
 interface DashboardData {
   audience: {
@@ -57,9 +58,24 @@ interface DashboardData {
     classroomReservations: number
     generalApprovals: number
   }
+  greeting: DashboardGreeting
   generatedAt: string
 }
 
+interface DashboardGreeting {
+  role: string
+  title: string
+  subtitle: string
+  label: string
+  narrative: string
+  insights: Array<{
+    label: string
+    value: string
+    hint: string
+    tone: 'calm' | 'positive' | 'attention'
+  }>
+}
+
 interface DashboardLink {
   key: string
   label: string
@@ -68,24 +84,46 @@ interface DashboardLink {
   icon: Component
 }
 
+interface WarningRecord {
+  id: string
+  studentName: string
+  studentNumber: string
+  className: string
+  status: number
+  detail: string
+}
+
 const router = useRouter()
 const auth = useAuthStore()
 const roles = computed(() => auth.user?.roles ?? [])
 const isStudentOverview = computed(() =>
   roles.value.includes('Student') &&
   !roles.value.some((role) =>
-    ['SuperAdmin', 'AcademicAdmin', 'CollegeAdmin'].includes(role),
+    ['SuperAdmin', 'AcademicAdmin', 'CollegeAdmin', 'Counselor'].includes(role),
   ),
 )
+const isTeacherOverview = computed(() =>
+  roles.value.includes('Teacher') &&
+  !roles.value.some((role) => ['SuperAdmin', 'AcademicAdmin', 'CollegeAdmin', 'Counselor', 'Student'].includes(role)),
+)
 const loading = ref(true)
 const loadError = ref('')
 const data = ref<DashboardData | null>(null)
+const counselorWarnings = ref<WarningRecord[]>([])
 const now = ref(new Date())
 
 function hasRole(...allowedRoles: string[]) {
   return roles.value.some((role) => allowedRoles.includes(role))
 }
 
+const isCounselorDashboard = computed(() =>
+  hasRole('Counselor') && !hasRole('SuperAdmin', 'AcademicAdmin', 'CollegeAdmin'),
+)
+
+const activeCounselorWarnings = computed(() =>
+  counselorWarnings.value.filter((warning) => warning.status === 1),
+)
+
 function parseDateOnly(value?: string) {
   if (!value) return null
   const [year, month, day] = value.slice(0, 10).split('-').map(Number)
@@ -342,6 +380,19 @@ const readiness = computed(() => {
   ]
 })
 
+const operationAlerts = computed(() => {
+  const counts = data.value?.counts
+  if (!counts) return []
+  const alerts = [] as Array<{ level: 'critical' | 'warning'; title: string; detail: string; route: string }>
+  const unpublished = counts.teachingTasks - counts.publishedTeachingTasks
+  const unscheduled = counts.publishedTeachingTasks - counts.scheduledTeachingTasks
+  if (unpublished > 0) alerts.push({ level: 'warning', title: '教学任务尚未发布', detail: `${unpublished} 个教学班尚未发布，后续排课与选课无法推进。`, route: '/teaching-tasks' })
+  if (unscheduled > 0) alerts.push({ level: 'critical', title: '课表覆盖存在缺口', detail: `${unscheduled} 个已发布教学班尚未进入课表。`, route: hasRole('SuperAdmin', 'AcademicAdmin') ? '/schedules' : '/class-timetable' })
+  if (counts.submittedGradeSheets > 0) alerts.push({ level: 'warning', title: '成绩审核等待处理', detail: `${counts.submittedGradeSheets} 张成绩登记册已提交，等待审核或发布。`, route: '/grades' })
+  if (counts.openCourseSelectionRounds > 0 && counts.courseEnrollments === 0) alerts.push({ level: 'warning', title: '开放选课尚无有效记录', detail: `${counts.openCourseSelectionRounds} 个选课批次开放中，但当前未发现有效选课。`, route: '/course-selections' })
+  return alerts
+})
+
 const primaryActionRoute = computed(() =>
   todoItems.value[0]?.route ?? quickActions.value[0]?.route ?? '/notifications',
 )
@@ -351,6 +402,11 @@ async function loadDashboard() {
   loadError.value = ''
   try {
     data.value = (await http.get<DashboardData>('/dashboard')).data
+    if (isCounselorDashboard.value) {
+      counselorWarnings.value = (await http.get<WarningRecord[]>('/warnings/records', {
+        params: { academicTermId: data.value.currentTerm?.id },
+      })).data
+    }
   } catch {
     loadError.value = '教务总览暂时无法加载，请检查服务连接后重试。'
   } finally {
@@ -359,7 +415,7 @@ async function loadDashboard() {
 }
 
 onMounted(async () => {
-  if (isStudentOverview.value) {
+  if (isStudentOverview.value || isTeacherOverview.value) {
     loading.value = false
     return
   }
@@ -369,6 +425,7 @@ onMounted(async () => {
 
 <template>
   <StudentDashboardView v-if="isStudentOverview" />
+  <TeacherDashboardView v-else-if="isTeacherOverview" />
 
   <div v-else v-loading="loading" class="admin-dashboard">
     <el-result
@@ -390,8 +447,8 @@ onMounted(async () => {
             <i>数据范围</i>
           </div>
           <p class="overview-eyebrow">ACADEMIC OPERATIONS</p>
-          <h1>{{ data.audience.title }}</h1>
-          <p class="overview-description">{{ data.audience.description }}</p>
+          <h1>{{ data.greeting.title }}</h1>
+          <p class="overview-description">{{ data.greeting.subtitle }}</p>
         </div>
 
         <button class="pending-brief" type="button" @click="router.push(primaryActionRoute)">
@@ -436,6 +493,23 @@ onMounted(async () => {
         </div>
       </section>
 
+      <section class="greeting-insights" :aria-label="data.greeting.label">
+        <span class="greeting-insights-label">{{ data.greeting.label }}</span>
+        <div>
+          <article
+            v-for="insight in data.greeting.insights"
+            :key="insight.label"
+            :class="`greeting-insight ${insight.tone}`"
+          >
+            <span>{{ insight.label }}</span>
+            <strong>{{ insight.value }}</strong>
+            <small>{{ insight.hint }}</small>
+          </article>
+        </div>
+      </section>
+
+      <p class="greeting-narrative">{{ data.greeting.narrative }}</p>
+
       <section class="overview-metrics" aria-label="关键教学数据">
         <button
           v-for="metric in adminMetrics"
@@ -450,7 +524,38 @@ onMounted(async () => {
         </button>
       </section>
 
+      <section class="operation-alerts">
+        <header><div><span>OPERATION WATCH</span><h2>运行预警</h2></div><small>{{ operationAlerts.length ? `${operationAlerts.length} 个运行断点需要关注` : '当前未发现运行断点' }}</small></header>
+        <div v-if="operationAlerts.length" class="operation-alert-list">
+          <button v-for="alert in operationAlerts" :key="alert.title" :class="alert.level" @click="router.push(alert.route)"><b>{{ alert.title }}</b><span>{{ alert.detail }}</span><i>立即处理 →</i></button>
+        </div>
+        <p v-else>教学任务、课表与成绩流程当前衔接正常。</p>
+      </section>
+
       <section class="dashboard-work-grid">
+        <article v-if="isCounselorDashboard" class="dashboard-panel counselor-radar">
+          <header class="panel-heading">
+            <div>
+              <span class="panel-index">RADAR / COUNSELOR</span>
+              <h2>需重点关注的学生</h2>
+              <p>{{ activeCounselorWarnings.length ? `当前有 ${activeCounselorWarnings.length} 条生效预警，按最新记录展示。` : '当前没有生效中的学业预警。' }}</p>
+            </div>
+            <button type="button" class="radar-link" @click="router.push('/warnings')">完整预警 →</button>
+          </header>
+          <div v-if="activeCounselorWarnings.length" class="counselor-risk-list">
+            <button v-for="warning in activeCounselorWarnings.slice(0, 4)" :key="warning.id" type="button" @click="router.push('/warnings')">
+              <span>{{ warning.className }}</span>
+              <b>{{ warning.studentName }}</b>
+              <small>{{ warning.detail }}</small>
+              <i>查看 →</i>
+            </button>
+          </div>
+          <div v-else class="todo-empty">
+            <el-icon><Checked /></el-icon>
+            <div><b>当前没有重点关注学生</b><span>新的学业预警会自动出现在这里。</span></div>
+          </div>
+        </article>
+
         <article class="dashboard-panel todo-panel">
           <header class="panel-heading">
             <div>
@@ -586,6 +691,62 @@ onMounted(async () => {
   background-size: 32px 32px, 32px 32px, auto;
 }
 
+.greeting-insights {
+  display: grid;
+  grid-template-columns: 120px minmax(0, 1fr);
+  gap: 18px;
+  align-items: stretch;
+  padding: 17px 21px;
+  border: 1px solid #dce6eb;
+  background: #f7faf9;
+}
+
+.greeting-insights-label {
+  align-self: center;
+  color: var(--dashboard-teal);
+  font: 700 10px/1.5 Consolas, monospace;
+  letter-spacing: .12em;
+}
+
+.greeting-insights > div {
+  display: grid;
+  grid-template-columns: repeat(3, minmax(0, 1fr));
+  gap: 10px;
+}
+
+.greeting-insight {
+  min-width: 0;
+  padding-left: 13px;
+  display: grid;
+  gap: 3px;
+  border-left: 2px solid #a9bcc6;
+}
+
+.greeting-insight.positive { border-color: var(--dashboard-teal); }
+.greeting-insight.attention { border-color: var(--dashboard-amber); }
+.greeting-insight span { color: #687788; font-size: 11px; }
+.greeting-insight strong { color: var(--dashboard-navy); font-size: 20px; }
+.greeting-insight small { overflow: hidden; color: #84909d; font-size: 10px; text-overflow: ellipsis; white-space: nowrap; }
+
+.greeting-narrative {
+  margin: -7px 0 0;
+  padding: 0 3px;
+  color: #526078;
+  font-size: 12px;
+  line-height: 1.7;
+}
+
+.operation-alerts { padding: 21px 24px; border: 1px solid #e5e8ed; background: #fff; }
+.operation-alerts header { display: flex; justify-content: space-between; gap: 16px; align-items: end; }
+.operation-alerts header span { color: var(--dashboard-teal); font: 700 10px/1 Consolas,monospace; letter-spacing: .12em; }
+.operation-alerts h2 { margin: 7px 0 0; color: var(--dashboard-navy); font-size: 19px; }
+.operation-alerts header small { color: #697789; font-size: 11px; }
+.operation-alert-list { margin-top: 16px; display: grid; grid-template-columns: repeat(2,minmax(0,1fr)); gap: 10px; }
+.operation-alert-list button { padding: 14px 15px; display: grid; gap: 5px; text-align: left; border: 1px solid #e8e1d3; border-left: 3px solid var(--dashboard-amber); background: #fffcf6; }
+.operation-alert-list button.critical { border-left-color: #ba5145; background: #fff9f8; }
+.operation-alert-list b { color: #334254; font-size: 13px; }.operation-alert-list span { color: #6d7888; font-size: 11px; line-height: 1.5; }.operation-alert-list i { color: #8b6d3a; font-size: 11px; font-style: normal; }
+.operation-alerts > p { margin: 15px 0 0; color: #627184; font-size: 12px; }
+
 .overview-hero::after {
   content: "";
   position: absolute;
@@ -866,6 +1027,28 @@ onMounted(async () => {
   background: var(--dashboard-paper);
 }
 
+.counselor-radar { border-top: 3px solid var(--dashboard-amber); }
+.radar-link { padding: 5px 0; border: 0; color: #806136; background: transparent; font-size: 12px; white-space: nowrap; }
+.radar-link:hover { color: var(--dashboard-blue); }
+.counselor-risk-list { display: grid; }
+.counselor-risk-list button {
+  padding: 13px 0;
+  display: grid;
+  grid-template-columns: 76px 68px minmax(0, 1fr) auto;
+  gap: 10px;
+  align-items: center;
+  text-align: left;
+  border: 0;
+  border-bottom: 1px solid #eee8dc;
+  background: transparent;
+}
+.counselor-risk-list button:last-child { border-bottom: 0; }
+.counselor-risk-list button:hover b { color: var(--dashboard-blue); }
+.counselor-risk-list span { color: #987337; font: 700 9px/1.3 Consolas, monospace; letter-spacing: .04em; }
+.counselor-risk-list b { color: #3a4758; font-size: 13px; }
+.counselor-risk-list small { overflow: hidden; color: #6c7788; font-size: 11px; text-overflow: ellipsis; white-space: nowrap; }
+.counselor-risk-list i { color: #8d7042; font-size: 11px; font-style: normal; white-space: nowrap; }
+
 .todo-panel,
 .quick-panel,
 .readiness-panel {
@@ -1155,6 +1338,7 @@ button:focus-visible {
 }
 
 @media (max-width: 1100px) {
+  .greeting-insights { grid-template-columns: 1fr; gap: 12px; }
   .dashboard-work-grid {
     grid-template-columns: 1fr;
   }
@@ -1170,6 +1354,13 @@ button:focus-visible {
 }
 
 @media (max-width: 760px) {
+  .operation-alerts { padding: 18px; }
+  .operation-alert-list { grid-template-columns: 1fr; }
+  .greeting-insights { padding: 15px; }
+  .greeting-insights > div { grid-template-columns: 1fr; }
+  .counselor-risk-list button { grid-template-columns: 1fr auto; }
+  .counselor-risk-list span { grid-column: 1 / -1; }
+  .counselor-risk-list small { white-space: normal; }
   .admin-dashboard { gap: 10px; }
 
   .overview-hero {

web/src/views/EventAnalyticsView.vue

@@ -0,0 +1,129 @@
+<script setup lang="ts">
+import { computed, onMounted, ref } from 'vue'
+import { DataAnalysis, Refresh } from '@element-plus/icons-vue'
+import { ElMessage } from 'element-plus'
+import http, { apiErrorMessage } from '../api/http'
+
+interface Status {
+  enabled: boolean
+  syncIntervalSeconds: number
+  sourceLookbackDays: number
+  batchSize: number
+  database: string
+}
+
+const status = ref<Status>()
+const attendance = ref<any[]>([])
+const grades = ref<any[]>([])
+const audit = ref<any[]>([])
+const loading = ref(false)
+const range = ref<[Date, Date]>([
+  new Date(Date.now() - 29 * 24 * 60 * 60 * 1000),
+  new Date(),
+])
+
+const attendanceTotals = computed(() => attendance.value.reduce((total, row) => total + Number(row.total ?? 0), 0))
+const absentTotals = computed(() => attendance.value.reduce((total, row) => total + Number(row.absent ?? 0), 0))
+const auditTotals = computed(() => audit.value.reduce((total, row) => total + Number(row.total ?? 0), 0))
+
+function dateOnly(value: Date) {
+  const offset = value.getTimezoneOffset() * 60_000
+  return new Date(value.getTime() - offset).toISOString().slice(0, 10)
+}
+
+async function load() {
+  loading.value = true
+  try {
+    const [statusResponse, overviewResponse] = await Promise.all([
+      http.get<Status>('/clickhouse-analytics/status'),
+      http.get('/clickhouse-analytics/overview', {
+        params: { from: dateOnly(range.value[0]), to: dateOnly(range.value[1]) },
+      }),
+    ])
+    status.value = statusResponse.data
+    attendance.value = overviewResponse.data.attendance ?? []
+    grades.value = overviewResponse.data.grades ?? []
+    audit.value = overviewResponse.data.audit ?? []
+  } catch (error) {
+    ElMessage.error(apiErrorMessage(error) || '加载运行数据分析失败。')
+  } finally {
+    loading.value = false
+  }
+}
+
+onMounted(load)
+</script>
+
+<template>
+  <main v-loading="loading" class="event-analytics page-stack">
+    <section class="page-intro">
+      <div>
+        <span class="eyebrow">CLICKHOUSE READ MODEL</span>
+        <h2>运行数据分析</h2>
+        <p>考勤、教学班成绩与访问审计的只读聚合；不会影响教务业务写入。</p>
+      </div>
+      <div class="actions">
+        <el-date-picker v-model="range" type="daterange" range-separator="至" start-placeholder="开始日期" end-placeholder="结束日期" :clearable="false" />
+        <el-button type="primary" :icon="Refresh" @click="load">刷新</el-button>
+      </div>
+    </section>
+
+    <el-alert v-if="status && !status.enabled" type="warning" :closable="false" show-icon title="ClickHouse 分析未启用">
+      请在服务配置中启用 ClickHouseAnalytics 后再查看分析数据。
+    </el-alert>
+
+    <template v-else>
+      <section class="metrics">
+        <article><el-icon><DataAnalysis /></el-icon><span>考勤记录</span><b>{{ attendanceTotals.toLocaleString() }}</b></article>
+        <article><el-icon><DataAnalysis /></el-icon><span>缺勤记录</span><b>{{ absentTotals.toLocaleString() }}</b></article>
+        <article v-if="audit.length"><el-icon><DataAnalysis /></el-icon><span>访问审计</span><b>{{ auditTotals.toLocaleString() }}</b></article>
+      </section>
+
+      <section class="analysis-grid">
+        <el-card shadow="never">
+          <template #header>每日考勤</template>
+          <el-table :data="attendance" size="small" empty-text="所选范围暂无考勤投影数据">
+            <el-table-column prop="attendanceDate" label="日期" min-width="110" />
+            <el-table-column prop="total" label="总人次" align="right" />
+            <el-table-column prop="present" label="到课" align="right" />
+            <el-table-column prop="absent" label="缺勤" align="right" />
+            <el-table-column prop="late" label="迟到" align="right" />
+          </el-table>
+        </el-card>
+        <el-card shadow="never">
+          <template #header>学期成绩趋势</template>
+          <el-table :data="grades" size="small" empty-text="暂无已计算的教学班成绩统计">
+            <el-table-column prop="academicTermName" label="学期" min-width="130" />
+            <el-table-column prop="studentCount" label="学生数" align="right" />
+            <el-table-column prop="averageScore" label="加权平均分" align="right" />
+            <el-table-column prop="passRate" label="通过率" align="right">
+              <template #default="{ row }">{{ (Number(row.passRate) * 100).toFixed(1) }}%</template>
+            </el-table-column>
+          </el-table>
+        </el-card>
+      </section>
+
+      <el-card v-if="audit.length" shadow="never">
+        <template #header>访问审计（仅全校数据范围）</template>
+        <el-table :data="audit" size="small">
+          <el-table-column prop="date" label="日期" min-width="110" />
+          <el-table-column prop="total" label="操作量" align="right" />
+          <el-table-column prop="failed" label="异常响应" align="right" />
+        </el-table>
+      </el-card>
+    </template>
+  </main>
+</template>
+
+<style scoped>
+.event-analytics { --ink: #18324f; --line: #dce3ec; }
+.page-intro { display: flex; justify-content: space-between; align-items: end; gap: 18px; }
+.eyebrow { color: #3d75aa; font-size: 12px; letter-spacing: .12em; font-weight: 700; }
+h2 { margin: 5px 0; color: var(--ink); } p { margin: 0; color: #6b7b8d; }
+.actions { display: flex; gap: 10px; flex-wrap: wrap; }
+.metrics, .analysis-grid { display: grid; grid-template-columns: repeat(3, minmax(0, 1fr)); gap: 16px; }
+.analysis-grid { grid-template-columns: repeat(2, minmax(0, 1fr)); }
+.metrics article { padding: 20px; border: 1px solid var(--line); background: #fff; border-radius: 8px; display: grid; grid-template-columns: 26px 1fr; gap: 4px 9px; }
+.metrics .el-icon { color: #3574a8; grid-row: span 2; font-size: 21px; } .metrics span { color: #657689; font-size: 13px; } .metrics b { color: var(--ink); font-size: 24px; }
+@media (max-width: 760px) { .page-intro { align-items: start; flex-direction: column; } .metrics, .analysis-grid { grid-template-columns: 1fr; } }
+</style>

web/src/views/ExperimentGradesView.vue

@@ -2,14 +2,17 @@
 import { computed, onMounted, reactive, ref } from 'vue'
 import {
   Check,
+  Download,
   EditPen,
   Plus,
   Promotion,
   Refresh,
   Setting,
+  Upload,
 } from '@element-plus/icons-vue'
 import { ElMessage, ElMessageBox } from 'element-plus'
 import http, { apiErrorMessage } from '../api/http'
+import { downloadApiFile, importExcel } from '../api/excel'
 import { useAuthStore } from '../stores/auth'
 import {
   academicTermLabel,
@@ -33,8 +36,8 @@ const collegeId = ref('')
 const projectKeyword = ref('')
 const projectPage = ref(1)
 const projectPageSize = ref(20)
-const projectTotal = ref(0)
-const projects = ref<any[]>([])
+const courseTotal = ref(0)
+const courses = ref<any[]>([])
 const studentResults = ref<any[]>([])
 const detailDrawer = ref(false)
 const detail = ref<any | null>(null)
@@ -44,6 +47,7 @@ const recordKeyword = ref('')
 const schemeDialog = ref(false)
 const editingScheme = ref(false)
 const schemeProject = ref<any | null>(null)
+const importFileInput = ref<HTMLInputElement>()
 
 const schemeForm = reactive({
   contributionWeight: 1,
@@ -86,6 +90,18 @@ const modeLabels: Record<string, string> = {
   Centralized: '集中安排',
   SelfScheduled: '自主预约',
 }
+const weekdayLabels = ['', '周一', '周二', '周三', '周四', '周五', '周六', '周日']
+
+function projectScheduleLabel(project: any) {
+  const entry = project.scheduleEntry
+  if (!entry) return modeLabels[project.arrangementMode] ?? '待安排'
+  const week = project.scheduleWeek ?? '—'
+  const endPeriod = entry.startPeriod + entry.periodCount - 1
+  const periods = entry.periodCount === 1
+    ? `第 ${entry.startPeriod} 节`
+    : `第 ${entry.startPeriod}—${endPeriod} 节`
+  return `第 ${week} 周 · ${weekdayLabels[entry.dayOfWeek] ?? `周${entry.dayOfWeek}`} · ${periods}`
+}
 
 const schemeWeightTotal = computed(() =>
   schemeForm.items.reduce((sum, item) => sum + Number(item.weight || 0), 0),
@@ -196,8 +212,8 @@ async function load() {
           pageSize: projectPageSize.value,
         },
       })).data
-      projects.value = data.items
-      projectTotal.value = data.total
+      courses.value = data.items
+      courseTotal.value = data.total
       projectPage.value = data.page
       projectPageSize.value = data.pageSize
     }
@@ -290,6 +306,38 @@ async function saveRecords() {
   }
 }
 
+function downloadTemplate() {
+  if (!detail.value) return
+  downloadApiFile(
+    `/experiment-grades/sheets/${detail.value.id}/template`,
+    '实验成绩导入模板.xlsx',
+  )
+}
+
+function chooseImportFile() {
+  importFileInput.value?.click()
+}
+
+async function handleImport(event: Event) {
+  const input = event.target as HTMLInputElement
+  const file = input.files?.[0]
+  if (!file || !detail.value) return
+  saving.value = true
+  try {
+    const result = await importExcel(
+      `/experiment-grades/sheets/${detail.value.id}/import`,
+      file,
+    )
+    ElMessage.success(`导入完成：已更新 ${result.data.updated} 条实验成绩记录`)
+    await loadDetail()
+  } catch (error) {
+    ElMessage.error(apiErrorMessage(error))
+  } finally {
+    input.value = ''
+    saving.value = false
+  }
+}
+
 async function syncParticipants() {
   if (!detail.value) return
   try {
@@ -528,45 +576,52 @@ onMounted(async () => {
         <el-button type="primary" @click="projectPage = 1; load()">查询</el-button>
       </section>
 
-      <section v-loading="loading" class="grade-project-list">
-        <article v-for="project in projects" :key="project.id" class="grade-project-card">
-          <div class="project-mark">
-            <span>{{ project.code }}</span>
-            <b>{{ modeLabels[project.arrangementMode] }}</b>
-          </div>
-          <div class="project-summary">
-            <h3>{{ project.name }}</h3>
-            <p>{{ project.courseCode }} · {{ project.courseName }}</p>
-            <small>{{ project.taskNumber }} · {{ project.termName }} · {{ project.teacherNames.join('、') || '教师待定' }}</small>
-          </div>
-          <template v-if="project.sheet">
-            <div class="sheet-progress">
-              <el-tag :type="statusTypes[project.sheet.status] as any" effect="plain">
-                {{ statusLabels[project.sheet.status] }}
-              </el-tag>
-              <span><b>{{ project.sheet.scoredCount }}</b> / {{ project.sheet.studentCount }} 已计分</span>
-              <span>评分项 {{ project.sheet.itemCount }} 个 · 合格线 {{ project.sheet.passScore }}</span>
+      <section v-loading="loading" class="grade-course-list">
+        <article v-for="course in courses" :key="course.teachingTaskId" class="grade-course-card">
+          <header class="grade-course-head">
+            <div>
+              <span>{{ course.termName }} · {{ course.taskNumber }}</span>
+              <h3>{{ course.courseCode }} · {{ course.courseName }}</h3>
+              <small>{{ course.teacherNames.join('、') || '教师待定' }} · {{ course.collegeName }}</small>
             </div>
-            <el-button type="primary" plain :icon="EditPen" @click="openDetail(project)">
-              打开成绩单
-            </el-button>
-          </template>
-          <template v-else>
-            <div class="sheet-empty">
-              <b>尚未建立实验成绩单</b>
-              <span>建立时会按集中名单或有效预约生成评分对象。</span>
+            <div class="course-rollup">
+              <b>{{ course.projectCount }}</b><span>个实验项目</span>
+              <small v-if="course.sheetCount">{{ course.sheetCount }} 份成绩单 · {{ course.scoredCount }}/{{ course.studentCount }} 已计分</small>
+              <small v-else>尚未建立成绩单</small>
             </div>
-            <el-button type="primary" :icon="Plus" @click="openCreate(project)">
-              建立成绩单
-            </el-button>
-          </template>
+          </header>
+          <el-table :data="course.projects" size="small" class="course-project-table">
+            <el-table-column label="实验项目" min-width="260">
+              <template #default="{ row }">
+                <div class="course-project-name">
+                  <b>{{ row.code }} · {{ row.name }}</b>
+                  <small>{{ projectScheduleLabel(row) }}</small>
+                </div>
+              </template>
+            </el-table-column>
+            <el-table-column label="成绩进度" min-width="190">
+              <template #default="{ row }">
+                <div v-if="row.sheet" class="course-project-progress">
+                  <el-tag :type="statusTypes[row.sheet.status] as any" size="small" effect="plain">{{ statusLabels[row.sheet.status] }}</el-tag>
+                  <span>{{ row.sheet.scoredCount }}/{{ row.sheet.studentCount }} 已计分 · {{ row.sheet.itemCount }} 项</span>
+                </div>
+                <span v-else class="table-muted">尚未建立成绩单</span>
+              </template>
+            </el-table-column>
+            <el-table-column label="操作" width="130" align="right">
+              <template #default="{ row }">
+                <el-button v-if="row.sheet" type="primary" text :icon="EditPen" @click="openDetail(row)">打开成绩单</el-button>
+                <el-button v-else type="primary" text :icon="Plus" @click="openCreate(row)">建立成绩单</el-button>
+              </template>
+            </el-table-column>
+          </el-table>
         </article>
-        <el-empty v-if="!loading && !projects.length" description="当前筛选条件下没有可评分实验项目" />
+        <el-empty v-if="!loading && !courses.length" description="当前筛选条件下没有可评分实验课程" />
       </section>
       <el-pagination
         v-model:current-page="projectPage"
         v-model:page-size="projectPageSize"
-        :total="projectTotal"
+        :total="courseTotal"
         :page-sizes="[10, 20, 50]"
         layout="total, sizes, prev, pager, next"
         @current-change="load"
@@ -637,6 +692,7 @@ onMounted(async () => {
             <span>{{ detail.projectCode }} · {{ modeLabels[detail.arrangementMode] }}</span>
             <h3>{{ detail.projectName }}</h3>
             <p>{{ detail.courseCode }} · {{ detail.courseName }} · {{ detail.termName }}</p>
+            <p class="project-schedule">{{ projectScheduleLabel(detail) }}</p>
           </div>
           <div class="workbench-status">
             <el-tag :type="statusTypes[detail.status] as any" effect="dark">{{ statusLabels[detail.status] }}</el-tag>
@@ -777,12 +833,16 @@ onMounted(async () => {
           @size-change="recordPage = 1; loadDetail()"
         />
 
+        <input ref="importFileInput" type="file" accept=".xlsx" style="display:none" @change="handleImport" />
+
         <footer class="workbench-actions">
           <div>
             <b v-if="detail.reviewComment">审核意见：{{ detail.reviewComment }}</b>
             <span>开课学院：{{ detail.courseCollegeName }}</span>
           </div>
           <div>
+            <el-button v-if="detail.canEdit" :icon="Download" @click="downloadTemplate">下载模板</el-button>
+            <el-button v-if="detail.canEdit" :icon="Upload" :loading="saving" @click="chooseImportFile">Excel 导入</el-button>
             <el-button v-if="detail.canEdit" :icon="EditPen" :loading="saving" @click="saveRecords">保存本页</el-button>
             <el-button v-if="detail.canEdit" type="primary" :icon="Promotion" @click="submitSheet">提交审核</el-button>
             <el-button v-if="detail.canReview" type="danger" plain @click="returnSheet">退回修改</el-button>
@@ -810,18 +870,24 @@ onMounted(async () => {
 .grade-toolbar .el-select { width: 220px; }
 .grade-toolbar .el-input { width: min(320px, 100%); }
 .grade-toolbar > span { margin-left: auto; color: var(--muted); font-size: 12px; }
-.grade-project-list { display: grid; gap: 12px; min-height: 180px; }
-.grade-project-card { min-width: 0; padding: 16px 18px; display: grid; grid-template-columns: 130px minmax(220px, 1.4fr) minmax(220px, 1fr) auto; align-items: center; gap: 18px; border: 1px solid #d9e4e8; border-left: 5px solid var(--grade-blue); background: #fff; box-shadow: 0 6px 18px rgb(30 68 86 / 5%); }
-.project-mark { display: grid; gap: 7px; }
-.project-mark span { overflow: hidden; color: #607b88; font: 700 10px/1.3 Consolas, monospace; text-overflow: ellipsis; }
-.project-mark b { color: var(--grade-blue); font-size: 12px; }
-.project-summary { min-width: 0; }
-.project-summary h3 { margin: 0 0 5px; color: var(--grade-ink); font-size: 17px; }
-.project-summary p { margin: 0 0 4px; color: #365f73; font-size: 13px; }
-.project-summary small { display: block; overflow: hidden; color: var(--muted); text-overflow: ellipsis; white-space: nowrap; }
-.sheet-progress, .sheet-empty { display: grid; gap: 5px; color: #607681; font-size: 12px; }
-.sheet-progress b { color: var(--grade-teal); }
-.sheet-empty b { color: #5d7480; }
+.grade-course-list { display: grid; gap: 10px; min-height: 180px; }
+.grade-course-card { overflow: hidden; border: 1px solid #d9e4e8; border-left: 4px solid var(--grade-blue); background: #fff; box-shadow: 0 4px 13px rgb(30 68 86 / 4%); }
+.grade-course-head { display: flex; align-items: center; justify-content: space-between; gap: 16px; padding: 10px 14px; background: #f3f7f8; }
+.grade-course-head > div:first-child { min-width: 0; }
+.grade-course-head span { color: #607b88; font: 700 10px/1.3 Consolas, monospace; }
+.grade-course-head h3 { margin: 3px 0; color: var(--grade-ink); font-size: 15px; }
+.grade-course-head small { display: block; overflow: hidden; color: var(--muted); font-size: 11px; text-overflow: ellipsis; white-space: nowrap; }
+.course-rollup { display: grid; grid-template-columns: auto auto; align-items: baseline; column-gap: 5px; flex: none; text-align: right; }
+.course-rollup b { color: var(--grade-teal); font: 750 22px/1 Consolas, monospace; }
+.course-rollup > span { color: #55707b; font: 600 11px/1.2 inherit; }
+.course-rollup small { grid-column: 1 / -1; margin-top: 3px; color: #70858d; font-size: 10px; }
+.course-project-table { width: 100%; --el-table-border-color: #e0e8ea; }
+.course-project-table :deep(td.el-table__cell), .course-project-table :deep(th.el-table__cell) { padding: 6px 0; }
+.course-project-table :deep(th.el-table__cell) { color: #71858d; font-size: 10px; }
+.course-project-name { display: grid; gap: 2px; }
+.course-project-name b { color: #294d5c; font-size: 12px; }
+.course-project-name small, .course-project-progress { color: #6d838b; font-size: 10px; }
+.course-project-progress { display: flex; align-items: center; gap: 7px; }
 .student-course-results { display: grid; gap: 12px; min-height: 180px; }
 .student-course-result { overflow: hidden; border: 1px solid #cfdee3; background: #fff; }
 .student-course-head { min-height: 76px; padding: 11px 14px 11px 18px; display: flex; align-items: center; justify-content: space-between; gap: 18px; border-left: 5px solid var(--grade-blue); background: #edf4f6; }
@@ -902,9 +968,7 @@ onMounted(async () => {
 .workbench-actions b { color: #a24f36; font-size: 12px; }
 .workbench-actions span { color: var(--muted); font-size: 12px; }
 @media (max-width: 980px) {
-  .grade-project-card { grid-template-columns: 110px minmax(0, 1fr) auto; }
-  .sheet-progress, .sheet-empty { grid-column: 2; }
-  .grade-project-card > .el-button { grid-column: 3; grid-row: 1 / span 2; }
+  .grade-course-head { align-items: flex-start; }
 }
 @media (max-width: 700px) {
   .assessment-flow { grid-template-columns: 1fr; }
@@ -912,8 +976,8 @@ onMounted(async () => {
   .grade-toolbar { align-items: stretch; flex-direction: column; }
   .grade-toolbar .el-select, .grade-toolbar .el-input { width: 100%; }
   .grade-toolbar > span { margin-left: 0; }
-  .grade-project-card { grid-template-columns: 1fr; }
-  .sheet-progress, .sheet-empty, .grade-project-card > .el-button { grid-column: 1; grid-row: auto; width: 100%; }
+  .grade-course-head { align-items: stretch; flex-direction: column; }
+  .course-rollup { align-self: flex-start; text-align: left; }
   .student-result-grid { grid-template-columns: 1fr; }
   .student-result-card > header { align-items: stretch; flex-direction: column; }
   .score-seal { width: auto; padding-top: 12px; grid-template-columns: auto auto; gap: 8px; border-top: 1px solid #dce6e8; border-left: 0; }

web/src/views/ExperimentsView.vue

@@ -37,6 +37,7 @@ const taskKeyword = ref('')
 
 const projectDialog = ref(false)
 const editingProjectId = ref('')
+const correctingPublishedProject = ref(false)
 const projectForm = reactive({
   teachingTaskIds: [] as string[],
   scheduleEntryId: '',
@@ -158,6 +159,7 @@ const statusLabels: Record<string, string> = {
 
 function resetProjectForm() {
   editingProjectId.value = ''
+  correctingPublishedProject.value = false
   Object.assign(projectForm, {
     teachingTaskIds: [],
     scheduleEntryId: '',
@@ -197,6 +199,7 @@ function openCreateProject() {
 
 function openEditProject(project: any) {
   editingProjectId.value = project.id
+  correctingPublishedProject.value = false
   Object.assign(projectForm, {
     teachingTaskIds: [project.teachingTaskId],
     scheduleEntryId: project.scheduleEntryId ?? '',
@@ -212,18 +215,23 @@ function openEditProject(project: any) {
   projectDialog.value = true
 }
 
+function openCorrectPublishedProject(project: any) {
+  openEditProject(project)
+  correctingPublishedProject.value = true
+}
+
 function projectNameLines(value: string) {
   return value.split(/\r?\n/).map((name) => name.trim()).filter(Boolean)
 }
 
 async function saveProject() {
   const names = projectNameLines(projectForm.projectNames)
-  const hasValidName = editingProjectId.value
+  const hasValidName = correctingPublishedProject.value || editingProjectId.value
     ? !!projectForm.name.trim()
     : projectForm.nameMode === 'InputNames'
       ? names.length > 0
       : !!projectForm.name.trim()
-  if (!projectForm.teachingTaskIds.length ||
+  if ((!correctingPublishedProject.value && !projectForm.teachingTaskIds.length) ||
     (editingProjectId.value && projectForm.arrangementMode === 'Centralized' && !projectForm.scheduleEntryId) ||
     !projectForm.code.trim()
     || !hasValidName || projectForm.dates.length !== 2) {
@@ -244,7 +252,14 @@ async function saveProject() {
     endDate: projectForm.dates[1],
   }
   try {
-    if (editingProjectId.value) {
+    if (correctingPublishedProject.value) {
+      await http.put(`/experiments/${editingProjectId.value}/published-details`, {
+        name: projectForm.name,
+        description: projectForm.description || null,
+        requirements: projectForm.requirements || null,
+      })
+      ElMessage.success('已修正已发布项目的教学内容，并通知学生查看')
+    } else if (editingProjectId.value) {
       await http.put(`/experiments/${editingProjectId.value}`, payload)
       ElMessage.success('实验项目已更新')
     } else {
@@ -842,7 +857,10 @@ onMounted(async () => {
                     @click="publishProject(row)"
                   >发布</el-button>
                 </template>
-                <el-button v-else-if="row.status === 'Published'" size="small" text @click="closeProject(row)">关闭项目</el-button>
+                <template v-else-if="row.status === 'Published'">
+                  <el-button size="small" text @click="openCorrectPublishedProject(row)">修正内容</el-button>
+                  <el-button size="small" text @click="closeProject(row)">关闭项目</el-button>
+                </template>
                 <el-button
                   v-if="row.status !== 'Closed' && row.arrangementMode === 'SelfScheduled'"
                   size="small"
@@ -952,11 +970,17 @@ onMounted(async () => {
 
     <el-dialog
       v-model="projectDialog"
-      :title="editingProjectId ? '编辑实验项目' : '批量设置实验任务'"
+      :title="correctingPublishedProject ? '修正已发布实验项目内容' : editingProjectId ? '编辑实验项目' : '批量设置实验任务'"
       width="720px"
       top="5vh"
     >
       <el-form label-position="top" class="experiment-form">
+        <el-alert
+          v-if="correctingPublishedProject"
+          title="已发布项目仅可修正名称、实验内容和到场要求；编码、安排方式、课表绑定及开放日期保持不变。保存后将通知相关学生。"
+          type="info"
+          :closable="false"
+        />
         <div class="form-section">
           <header><span>PROJECT</span><b>规定实验项目</b></header>
           <el-form-item v-if="editingProjectId && projectForm.arrangementMode === 'Centralized'" label="已发布课表中的实验课" required>
@@ -1027,7 +1051,7 @@ onMounted(async () => {
           </el-form-item>
           <div class="form-grid two">
             <el-form-item label="项目编码" required>
-              <el-input v-model="projectForm.code" maxlength="40" placeholder="如 LAB-01" />
+              <el-input v-model="projectForm.code" :disabled="correctingPublishedProject" maxlength="40" placeholder="如 LAB-01" />
             </el-form-item>
             <el-form-item v-if="editingProjectId" label="项目名称" required>
               <el-input v-model="projectForm.name" maxlength="120" placeholder="如 数据库事务与并发实验" />
@@ -1058,7 +1082,7 @@ onMounted(async () => {
 
         <div class="form-section">
           <header><span>ROUTE</span><b>选择运行轨道</b></header>
-           <el-radio-group v-model="projectForm.arrangementMode" class="mode-choice" :disabled="!!editingProjectId">
+           <el-radio-group v-model="projectForm.arrangementMode" class="mode-choice" :disabled="!!editingProjectId || correctingPublishedProject">
             <el-radio-button value="Centralized">
               <b>集中安排</b><small>复用已发布课表的实验课</small>
             </el-radio-button>
@@ -1069,6 +1093,7 @@ onMounted(async () => {
           <el-form-item label="项目开放日期" required>
             <el-date-picker
               v-model="projectForm.dates"
+              :disabled="correctingPublishedProject"
               type="daterange"
               value-format="YYYY-MM-DD"
               range-separator="至"
@@ -1105,7 +1130,9 @@ onMounted(async () => {
       <template #footer>
         <el-button @click="projectDialog = false">取消</el-button>
         <el-button type="primary" @click="saveProject">
-          {{ editingProjectId
+          {{ correctingPublishedProject
+            ? '保存修正'
+            : editingProjectId
             ? '保存项目'
             : projectForm.teachingTaskIds.length
               ? `创建 ${projectForm.teachingTaskIds.length} 个项目`

web/src/views/NotificationCenterView.vue

@@ -58,6 +58,7 @@ const unreadCount = ref(0)
 const total = ref(0)
 const sentTotal = ref(0)
 const loading = ref(false)
+const markingAllRead = ref(false)
 const sending = ref(false)
 const composerLoading = ref(false)
 const recipientLoading = ref(false)
@@ -380,6 +381,8 @@ async function openNotification(notification: any) {
 }
 
 async function markAllRead() {
+  if (markingAllRead.value) return
+  markingAllRead.value = true
   try {
     await http.post('/notifications/read-all')
     notifications.value.forEach(notification => {
@@ -389,6 +392,8 @@ async function markAllRead() {
     ElMessage.success('全部消息已标为已读')
   } catch (error) {
     ElMessage.error(apiErrorMessage(error))
+  } finally {
+    markingAllRead.value = false
   }
 }
 
@@ -541,7 +546,13 @@ onMounted(() => load())
           @clear="load(true)"
         />
         <el-checkbox v-model="unreadOnly" @change="load(true)">仅看未读</el-checkbox>
-        <el-button v-if="unreadCount" :icon="Check" text @click="markAllRead">
+        <el-button
+          v-if="unreadCount"
+          :icon="Check"
+          :loading="markingAllRead"
+          text
+          @click="markAllRead"
+        >
           全部已读
         </el-button>
       </section>

web/src/views/SchedulesView.vue

@@ -807,6 +807,16 @@ function changeEntryKind() {
   }
 }
 
+async function preflightSchedule() {
+  try {
+    const { data } = await http.get(`/schedules/plans/${selected.value.id}/preflight`)
+    const message = data.unscheduledTasks
+      ? `尚有 ${data.unscheduledTasks} 个教学班未安排：\n${data.messages.join('\n')}`
+      : '当前草稿已覆盖全部需要排课的教学班。'
+    await ElMessageBox.alert(message, `排课前检查 · 已覆盖 ${data.scheduledTasks}/${data.totalTasks}`, { confirmButtonText: '知道了' })
+  } catch (error) { ElMessage.error(apiErrorMessage(error)) }
+}
+
 async function saveEntry() {
   if (!entryForm.teachingTaskId ||
       ((entryForm.kind === 'Experiment' ||
@@ -937,6 +947,13 @@ onBeforeUnmount(() => {
           >
             复制调整
           </el-button>
+          <el-button
+            v-if="isDraft"
+            :disabled="scheduleJobLoading"
+            @click="preflightSchedule"
+          >
+            排课前检查
+          </el-button>
           <el-button
             v-if="isDraft"
             type="warning"

web/src/views/StudentDashboardView.vue

@@ -70,6 +70,27 @@ interface GradeItem {
   publishedAt?: string
 }
 
+interface DashboardGreeting {
+  title: string
+  subtitle: string
+  label: string
+  narrative: string
+  insights: Array<{
+    label: string
+    value: string
+    hint: string
+    tone: 'calm' | 'positive' | 'attention'
+  }>
+}
+
+interface WarningItem {
+  id: string
+  type: number
+  status: number
+  detail: string
+  createdAt: string
+}
+
 const router = useRouter()
 const auth = useAuthStore()
 const loading = ref(true)
@@ -79,6 +100,9 @@ const notifications = ref<NotificationItem[]>([])
 const unreadCount = ref(0)
 const exams = ref<ExamItem[]>([])
 const grades = ref<GradeItem[]>([])
+const dashboardGreeting = ref<DashboardGreeting | null>(null)
+const warnings = ref<WarningItem[]>([])
+const graduation = ref<any>(null)
 const now = ref(new Date())
 
 const categoryLabels: Record<string, string> = {
@@ -159,6 +183,11 @@ const recentGrades = computed(() =>
     .slice(0, 4),
 )
 
+const activeWarnings = computed(() => warnings.value.filter((warning) => warning.status === 1))
+const radarSummary = computed(() => activeWarnings.value.length
+  ? `发现 ${activeWarnings.value.length} 项需要你关注的学习风险，建议优先处理下方提示。`
+  : '系统暂未发现需要你处理的学业风险，继续保持当前学习节奏。')
+
 function parseDateOnly(value?: string) {
   if (!value) return null
   const [year, month, day] = value.slice(0, 10).split('-').map(Number)
@@ -281,6 +310,9 @@ async function loadOverview() {
     http.get('/notifications', { params: { page: 1, pageSize: 5 } }),
     http.get('/exams/my-schedule'),
     http.get('/grades/student/transcript'),
+    http.get<DashboardGreeting>('/dashboard/greeting'),
+    http.get<WarningItem[]>('/warnings/my-warnings'),
+    http.get('/student/academic-planning'),
   ])
 
   if (results[0].status === 'fulfilled') {
@@ -304,6 +336,15 @@ async function loadOverview() {
   } else {
     failedSections.value.push('考试成绩')
   }
+  if (results[4].status === 'fulfilled') {
+    dashboardGreeting.value = results[4].value.data
+  }
+  if (results[5].status === 'fulfilled') {
+    warnings.value = results[5].value.data
+  } else {
+    failedSections.value.push('学业风险雷达')
+  }
+  if (results[6].status === 'fulfilled') graduation.value = results[6].value.data
   loading.value = false
 }
 
@@ -315,8 +356,8 @@ onMounted(loadOverview)
     <section class="student-overview-hero">
       <div class="student-hero-copy">
         <span class="section-kicker">MY ACADEMIC DAY</span>
-        <h2>{{ greeting }}，{{ auth.user?.displayName ?? '同学' }}</h2>
-        <p>{{ todayLabel }}<template v-if="timetable?.term"> · {{ timetable.term.name }}</template></p>
+        <h2>{{ dashboardGreeting?.title ?? `${greeting}，${auth.user?.displayName ?? '同学'}` }}</h2>
+        <p>{{ dashboardGreeting?.subtitle ?? todayLabel }}<template v-if="!dashboardGreeting && timetable?.term"> · {{ timetable.term.name }}</template></p>
       </div>
       <div class="today-status">
         <span>今日课程</span>
@@ -325,6 +366,39 @@ onMounted(loadOverview)
       </div>
     </section>
 
+    <section v-if="dashboardGreeting?.insights.length" class="student-greeting-insights" :aria-label="dashboardGreeting.label">
+      <span>{{ dashboardGreeting.label }}</span>
+      <article v-for="insight in dashboardGreeting.insights" :key="insight.label" :class="insight.tone">
+        <small>{{ insight.label }}</small>
+        <strong>{{ insight.value }}</strong>
+        <em>{{ insight.hint }}</em>
+      </article>
+    </section>
+    <p v-if="dashboardGreeting?.narrative" class="student-greeting-narrative">{{ dashboardGreeting.narrative }}</p>
+
+    <section class="student-risk-radar" :class="{ attention: activeWarnings.length }">
+      <header>
+        <div>
+          <span class="panel-kicker">ACADEMIC RADAR</span>
+          <h3>学业风险雷达</h3>
+        </div>
+        <button type="button" @click="router.push('/warnings')">查看全部 <el-icon><ArrowRight /></el-icon></button>
+      </header>
+      <p>{{ radarSummary }}</p>
+      <div v-if="activeWarnings.length" class="risk-list">
+        <button v-for="warning in activeWarnings.slice(0, 3)" :key="warning.id" type="button" @click="router.push('/warnings')">
+          <span>{{ categoryLabels.Warning }}</span>
+          <strong>{{ warning.detail }}</strong>
+          <i>去处理 →</i>
+        </button>
+      </div>
+    </section>
+
+    <section v-if="graduation?.baseline" class="graduation-nav">
+      <div><span class="panel-kicker">GRADUATION NAVIGATION</span><h3>毕业导航</h3><p>已完成 {{ graduation.baseline.planCompletedCredits ?? 0 }} 学分，距离培养方案要求还差 {{ graduation.baseline.creditGap ?? 0 }} 学分。</p></div>
+      <button type="button" @click="router.push('/academic-planning')">查看毕业航线 <el-icon><ArrowRight /></el-icon></button>
+    </section>
+
     <el-alert
       v-if="failedSections.length"
       type="warning"
@@ -539,6 +613,63 @@ onMounted(loadOverview)
   font-size: 13px;
 }
 
+.student-greeting-insights {
+  padding: 15px 21px;
+  display: grid;
+  grid-template-columns: 105px repeat(3, minmax(0, 1fr));
+  gap: 12px;
+  border: 1px solid #dce6eb;
+  background: #f7faf9;
+}
+
+.student-greeting-insights > span {
+  align-self: center;
+  color: var(--teal);
+  font: 700 10px/1.5 Consolas, monospace;
+  letter-spacing: .11em;
+}
+
+.student-greeting-insights article {
+  min-width: 0;
+  padding-left: 12px;
+  display: grid;
+  gap: 3px;
+  border-left: 2px solid #a9bcc6;
+}
+
+.student-greeting-insights article.positive { border-color: var(--teal); }
+.student-greeting-insights article.attention { border-color: #c4812a; }
+.student-greeting-insights small { color: #667488; font-size: 10px; }
+.student-greeting-insights strong { color: var(--ink); font-size: 19px; }
+.student-greeting-insights em { overflow: hidden; color: var(--muted); font-size: 10px; font-style: normal; text-overflow: ellipsis; white-space: nowrap; }
+
+.student-greeting-narrative {
+  margin: -5px 0 0;
+  padding: 0 3px;
+  color: #526078;
+  font-size: 12px;
+  line-height: 1.7;
+}
+
+.student-risk-radar {
+  padding: 20px 22px;
+  border: 1px solid #dce6eb;
+  background: #fbfdfd;
+}
+.graduation-nav{padding:19px 22px;display:flex;justify-content:space-between;align-items:center;gap:18px;border:1px solid #dce6eb;background:#f7faf9}.graduation-nav h3{margin:7px 0;color:var(--ink);font-size:17px}.graduation-nav p{margin:0;color:#59677a;font-size:12px;line-height:1.6}.graduation-nav button{display:inline-flex;align-items:center;gap:5px;border:0;background:transparent;color:var(--indigo);font-size:12px;white-space:nowrap}
+
+.student-risk-radar.attention { border-left: 3px solid #c4812a; background: #fffcf6; }
+.student-risk-radar header { display: flex; align-items: flex-start; justify-content: space-between; gap: 16px; }
+.student-risk-radar h3 { margin: 6px 0 0; color: var(--ink); font-size: 17px; }
+.student-risk-radar header button { padding: 4px 0; display: inline-flex; align-items: center; gap: 4px; border: 0; color: #526078; background: transparent; font-size: 12px; white-space: nowrap; }
+.student-risk-radar header button:hover { color: var(--indigo); }
+.student-risk-radar > p { margin: 13px 0 0; color: #59677a; font-size: 12px; line-height: 1.7; }
+.risk-list { margin-top: 13px; display: grid; }
+.risk-list button { padding: 12px 0; display: grid; grid-template-columns: 76px minmax(0, 1fr) auto; gap: 10px; text-align: left; border: 0; border-top: 1px solid #eee6d8; background: transparent; }
+.risk-list span { align-self: center; color: #a16b1c; font: 700 9px/1.4 Consolas, monospace; letter-spacing: .06em; }
+.risk-list strong { color: #38475a; font-size: 12px; font-weight: 600; line-height: 1.55; }
+.risk-list i { align-self: center; color: #9a743d; font-size: 11px; font-style: normal; white-space: nowrap; }
+
 .today-status {
   min-width: 180px;
   margin-left: auto;
@@ -871,12 +1002,18 @@ onMounted(loadOverview)
 }
 
 @media (max-width: 980px) {
+  .student-greeting-insights { grid-template-columns: 1fr repeat(3, minmax(0, 1fr)); }
   .student-overview-grid {
     grid-template-columns: 1fr;
   }
 }
 
 @media (max-width: 600px) {
+  .student-greeting-insights { padding: 15px 18px; grid-template-columns: 1fr; }
+  .student-risk-radar { padding: 18px; }
+  .graduation-nav{padding:18px;align-items:flex-start;flex-direction:column}
+  .risk-list button { grid-template-columns: 1fr auto; }
+  .risk-list span { grid-column: 1 / -1; }
   .student-overview {
     gap: 12px;
   }

web/src/views/TeacherDashboardView.vue

@@ -0,0 +1,55 @@
+<script setup lang="ts">
+import { computed, onMounted, ref } from 'vue'
+import { ArrowRight, Calendar, DocumentChecked, Reading } from '@element-plus/icons-vue'
+import { useRouter } from 'vue-router'
+import http from '../api/http'
+
+interface Greeting { title: string; subtitle: string; narrative: string; label: string; insights: Array<{ label: string; value: string; hint: string; tone: string }> }
+interface Sheet { id: string; courseName: string; taskName: string; classNames: string[]; sheet?: { status: string; studentCount: number; completedCount: number } }
+const router = useRouter()
+const greeting = ref<Greeting | null>(null)
+const sheets = ref<Sheet[]>([])
+const loading = ref(true)
+const failed = ref(false)
+const statusLabel: Record<string, string> = { Draft: '待登记', Returned: '已退回', Submitted: '审核中', Approved: '已审核', Published: '已发布' }
+const progress = (sheet?: Sheet['sheet']) => sheet?.studentCount ? Math.round(sheet.completedCount / sheet.studentCount * 100) : 0
+const pendingSheets = computed(() => sheets.value.filter(x => x.sheet?.status === 'Draft' || x.sheet?.status === 'Returned'))
+async function load() {
+  loading.value = true; failed.value = false
+  try {
+    const dashboard = await http.get<{ currentTerm?: { id: string }; greeting: Greeting }>('/dashboard')
+    greeting.value = dashboard.data.greeting
+    const result = await http.get<{ items: Sheet[] }>('/grades/sheets', { params: { academicTermId: dashboard.data.currentTerm?.id, pageSize: 50 } })
+    sheets.value = result.data.items
+  } catch { failed.value = true } finally { loading.value = false }
+}
+onMounted(load)
+</script>
+
+<template>
+  <div v-loading="loading" class="teacher-cockpit">
+    <el-result v-if="failed" icon="warning" title="教学驾驶舱加载失败" sub-title="请检查服务连接后重新加载。"><template #extra><el-button type="primary" @click="load">重新加载</el-button></template></el-result>
+    <template v-else-if="greeting">
+      <section class="cockpit-hero">
+        <span>TEACHING COCKPIT</span><h2>{{ greeting.title }}</h2><p>{{ greeting.subtitle }}</p><small>{{ greeting.narrative }}</small>
+      </section>
+      <section class="cockpit-metrics"><article v-for="item in greeting.insights" :key="item.label" :class="item.tone"><span>{{ item.label }}</span><strong>{{ item.value }}</strong><small>{{ item.hint }}</small></article></section>
+      <section class="cockpit-grid">
+        <article class="cockpit-panel">
+          <header><div><span><el-icon><DocumentChecked /></el-icon> GRADE PROGRESS</span><h3>成绩登记进度</h3></div><button @click="router.push('/grades')">成绩管理 <el-icon><ArrowRight /></el-icon></button></header>
+          <div v-if="pendingSheets.length" class="sheet-list"><button v-for="item in pendingSheets.slice(0, 5)" :key="item.id" @click="router.push('/grades')"><div><b>{{ item.courseName }}</b><small>{{ item.classNames.join('、') || item.taskName }} · {{ statusLabel[item.sheet?.status ?? ''] ?? '待登记' }}</small></div><strong>{{ progress(item.sheet) }}%</strong></button></div>
+          <div v-else class="cockpit-empty"><el-icon><DocumentChecked /></el-icon><b>当前没有待提交成绩</b><span>成绩登记册会在这里按优先级显示。</span></div>
+        </article>
+        <article class="cockpit-panel">
+          <header><div><span><el-icon><Reading /></el-icon> TEACHING CLASSES</span><h3>本学期教学班</h3></div><button @click="router.push('/teaching-tasks')">教学任务 <el-icon><ArrowRight /></el-icon></button></header>
+          <div v-if="sheets.length" class="class-list"><button v-for="item in sheets.slice(0, 5)" :key="item.id" @click="router.push('/grades')"><b>{{ item.courseName }}</b><span>{{ item.classNames.join('、') || item.taskName }}</span><small>{{ item.sheet ? `${item.sheet.studentCount} 人 · 已完成 ${item.sheet.completedCount} 人` : '尚未建立成绩登记册' }}</small></button></div>
+          <div v-else class="cockpit-empty"><el-icon><Calendar /></el-icon><b>本学期暂未分配教学班</b><span>教学任务发布后会自动汇总到这里。</span></div>
+        </article>
+      </section>
+    </template>
+  </div>
+</template>
+
+<style scoped>
+.teacher-cockpit{display:grid;gap:18px}.cockpit-hero{padding:31px 35px;color:#fff;background:linear-gradient(120deg,#17284f,#244276 62%,#08726d);}.cockpit-hero>span,.cockpit-panel header>div>span{color:#71d9ca;font:700 10px/1 Consolas,monospace;letter-spacing:.12em}.cockpit-hero h2{margin:13px 0 8px;font:700 clamp(27px,3vw,38px)/1.2 "STZhongsong","Songti SC",serif}.cockpit-hero p{margin:0;color:#d1daf0}.cockpit-hero small{display:block;margin-top:15px;color:#aebee0;font-size:12px}.cockpit-metrics{display:grid;grid-template-columns:repeat(3,1fr);gap:12px}.cockpit-metrics article{padding:17px;border-left:3px solid #a9bcc6;background:#f7faf9;display:grid;gap:4px}.cockpit-metrics .positive{border-color:#098174}.cockpit-metrics .attention{border-color:#ce8b2c}.cockpit-metrics span,.cockpit-metrics small{color:#657488;font-size:11px}.cockpit-metrics strong{color:#17284f;font-size:23px}.cockpit-grid{display:grid;grid-template-columns:repeat(2,minmax(0,1fr));gap:18px}.cockpit-panel{padding:23px 26px;border:1px solid #e2e7ec;background:#fff}.cockpit-panel header{display:flex;justify-content:space-between;gap:12px;border-bottom:1px solid #e9edf0}.cockpit-panel h3{margin:8px 0 16px;color:#263648;font-size:18px}.cockpit-panel header button{border:0;background:transparent;color:#526078;font-size:12px;white-space:nowrap}.cockpit-panel button{cursor:pointer}.sheet-list button,.class-list button{width:100%;padding:14px 0;display:flex;justify-content:space-between;gap:12px;text-align:left;border:0;border-bottom:1px solid #edf0f3;background:transparent}.sheet-list b,.class-list b{display:block;color:#2e3c4c;font-size:14px}.sheet-list small,.class-list span,.class-list small{display:block;margin-top:5px;color:#748093;font-size:11px}.sheet-list strong{align-self:center;color:#0b8175;font:700 18px Consolas,monospace}.cockpit-empty{min-height:170px;display:grid;place-content:center;justify-items:center;color:#8c96a5;gap:8px;text-align:center;font-size:12px}.cockpit-empty .el-icon{font-size:26px}.cockpit-empty b{color:#5e6c7e}@media(max-width:760px){.cockpit-hero{padding:25px 21px}.cockpit-metrics,.cockpit-grid{grid-template-columns:1fr}.cockpit-panel{padding:20px 18px}}
+</style>