diff --git a/README.md b/README.md
index c3636d9..8516da5 100644
--- a/README.md
+++ b/README.md
@@ -71,7 +71,7 @@ Docker Compose，HTTPS 由服务器上的 Nginx Proxy Manager 负责。推送到
 - 窗体设计器（仿 VS，界面中文）：工具箱、拖放与改大小、属性窗口、事件窗口、双击生成事件处理方法、撤销 / 重做；读写 VS 格式的 Designer.cs。
 - 多窗体：新建、删除窗体；运行时多个窗口可切换前后。
 - 部署：bubblewrap 沙箱（断网、只读、看不到其他进程，限制内存、CPU 时间和运行时长）、编译时禁止网络 / 反射 / 启动进程等 API、Docker Compose、GitHub Actions 自动部署。
-- 第 2 阶段（进行中）：账号登录（本机开发时老师账号为 admin / admin）、班级管理与 CSV 名单导入、学生作品保存在服务器上；自动评分（每个示例的 `checks.yaml`）；布置作业、学生提交后自动评分、老师查看提交情况。
+- 第 2 阶段（进行中）：账号登录（本机开发时老师账号为 admin / admin）、班级管理与 CSV 名单导入、学生作品保存在服务器上；自动评分（每个示例的 `checks.yaml`）；布置作业、学生提交后自动评分；老师评阅（看代码、运行学生的程序、老师评分项打分、评语）、全班成绩表与 CSV 导出。
 
 尚未完成：
 
diff --git a/docs/设计方案.md b/docs/设计方案.md
index df66f19..882f290 100644
--- a/docs/设计方案.md
+++ b/docs/设计方案.md
@@ -234,7 +234,7 @@ IOT/
 flowchart TB
   P0["阶段 0 · 技术验证（已完成 2026-10-22）<br/>教材项目 2 任务 1 原样运行；实测编译、延迟、内存"]
   P1["阶段 1 · MVP（进行中，约 3 个月）<br/>虚拟实训台 ✔、代码编辑器 ✔、窗体设计器 ✔、多窗体 ✔<br/>教材示例：项目 1–3 全部 ✔，项目 4–5 中平台已支持的 3 个任务 ✔<br/>部署（沙箱、Docker Compose、GitHub Actions）✔"]
-  P2["阶段 2 · 教学闭环（进行中，约 2 个月）<br/>账号与班级 ✔、作品保存在服务器 ✔、自动评分 ✔、布置与提交作业 ✔<br/>老师看板（看代码、运行、老师评分）、成绩导出；一个班试用"]
+  P2["阶段 2 · 教学闭环（进行中，约 2 个月）<br/>账号与班级 ✔、作品保存在服务器 ✔、自动评分 ✔、布置与提交作业 ✔<br/>评阅（看代码、运行、老师评分、评语）✔、成绩表与导出 ✔；一个班试用"]
   P3["阶段 3 · 扩展（下学期）<br/>教材项目 4–8：摄像头、线程、SQLite 模拟数据库、图表、虚拟时钟"]
   P4["阶段 4 · 进阶（之后）<br/>校园街景场景、故障注入题库、导出 VS 工程"]
   P0 -->|"关口：链路跑通，延迟和资源占用可接受"| P1
@@ -273,6 +273,7 @@ flowchart TB
 - 2026-10-22：账号与班级：老师账号由配置设定；老师建班、上传 CSV 名单导入学生（兼容 Excel 导出的 GBK 和 UTF-8，识别表头，发现被 Excel 变成科学计数法的学号），查看、重置密码，导出带密码的名单（Excel 打开不乱码）；登录页取代原来的统一访问口令；登录用访问令牌（JWT）+ 刷新令牌，不用 cookie。学生的作品自动保存在服务器上（按账号和实验），换电脑登录可以接着做；页面上显示保存状态。
 - 2026-10-22：自动评分：每个示例一份 `checks.yaml`（共 23 项，由书上评价表的功能项转来）；引擎在沙箱里每项单独启动一次学生程序，按书上的控件名操作、调节实训台、核对结果，不通过时写明期望和实际。参考答案全部通过，几种典型错误各自报出对应原因。
 - 2026-10-22：布置与提交作业：老师选实验、起点（界面已做好 / 空白工程，起点工程由设计器引擎从参考答案生成）、截止时间和每项分值（自动评分项 + 老师评分项）；布置时保存起点和评分规则的快照。学生在"我的作业"里打开作业，提交后排队评分（全站同时最多评 3 份、跑 6 个检查项），结果立即可见；截止后不能再交。老师看全班的提交情况和自动得分。
+- 2026-10-22：评阅与成绩：评阅页左边是全班学生（提交状态、得分、是否已评阅），右边是选中学生的代码（只读）、自动评分结果、规范提示（代码里用到却还是默认名字的控件、注释行数）和老师评分项打分、评语，可以"保存并看下一个"；"运行他的程序"在新标签页的实验页里打开学生的提交（可以操作实训台，改动不保存）。学生能看到老师的各项得分和评语。班级管理页加"成绩"标签页：学生 × 作业的总分（自动评分 + 老师评分），点分数进入评阅；单个作业和全班成绩都能导出 CSV（Excel 打开不乱码）。
 
 ## 技术风险与待确认事项
 
diff --git a/server/src/app.ts b/server/src/app.ts
index 2050f0b..d8e8cd1 100644
--- a/server/src/app.ts
+++ b/server/src/app.ts
@@ -16,6 +16,7 @@ import {
   updateAssignment,
 } from './assignments'
 import { parseChecks } from './grading/checks'
+import { getReview, gradebook, manualScore, saveReview, studentDetail, submissionFiles } from './reviews'
 import type { GradingQueue } from './grading/queue'
 import { listSamples, loadChecks, loadSample } from './samples'
 import { serveStatic } from './static'
@@ -114,7 +115,7 @@ export function createApp(db: Database, gradingQueue: GradingQueue) {
     return c.json(
       listAssignments(db, user.classId).map((a) => {
         const latest = latestSubmission(db, a.id, user.id)
-        return { ...a, latest: latest && { ...latest, result: null } }
+        return { ...a, latest: latest && { ...latest, result: null }, manualScore: manualScore(getReview(db, a.id, user.id)) }
       }),
     )
   })
@@ -122,7 +123,8 @@ export function createApp(db: Database, gradingQueue: GradingQueue) {
   app.get('/api/assignments/:id', (c) => {
     const assignment = visibleAssignment(c)
     if (!assignment) return c.json({ message: '作业不存在' }, 404)
-    return c.json({ assignment, template: assignmentTemplate(db, assignment.id), latest: latestSubmission(db, assignment.id, c.get('user').id) })
+    const userId = c.get('user').id
+    return c.json({ assignment, template: assignmentTemplate(db, assignment.id), latest: latestSubmission(db, assignment.id, userId), review: getReview(db, assignment.id, userId) })
   })
 
   app.post('/api/assignments/:id/submit', async (c) => {
@@ -236,8 +238,37 @@ export function createApp(db: Database, gradingQueue: GradingQueue) {
     return c.json({})
   })
 
-  // 全班每个学生最近一次提交的情况
-  app.get('/api/teacher/assignments/:id/submissions', (c) => c.json(classSubmissions(db, id(c))))
+  // 全班每个学生最近一次提交的情况和老师评分
+  app.get('/api/teacher/assignments/:id/submissions', (c) =>
+    c.json(
+      classSubmissions(db, id(c)).map((s) => {
+        const review = getReview(db, id(c), s.userId)
+        return { ...s, manualScore: manualScore(review), review }
+      }),
+    ),
+  )
+
+  // 评阅一个学生：最近一次提交（含代码和评分结果）、老师评阅
+  app.get('/api/teacher/assignments/:id/students/:userId', (c) => {
+    const assignment = getAssignment(db, id(c))
+    const detail = assignment && studentDetail(db, assignment.id, Number(c.req.param('userId')))
+    return detail ? c.json({ assignment, ...detail }) : c.json({ message: '找不到这个学生的作业' }, 404)
+  })
+
+  app.put('/api/teacher/assignments/:id/students/:userId/review', async (c) => {
+    const { scores, comment } = await body<{ scores: unknown; comment: unknown }>(c)
+    const userId = Number(c.req.param('userId'))
+    const result = saveReview(db, id(c), userId, scores, comment)
+    return result.error ? c.json({ message: result.error }, 400) : c.json(getReview(db, id(c), userId))
+  })
+
+  // 一份提交的代码（老师在实验页里运行学生的程序）
+  app.get('/api/teacher/submissions/:id', (c) => {
+    const submission = submissionFiles(db, id(c))
+    return submission ? c.json(submission) : c.json({ message: '提交不存在' }, 404)
+  })
+
+  app.get('/api/teacher/classes/:id/gradebook', (c) => c.json(gradebook(db, id(c))))
 
   app.all('/api/*', (c) => c.json({ message: '接口不存在' }, 404))
 
diff --git a/server/src/db.ts b/server/src/db.ts
index 9fa2724..abc7c7b 100644
--- a/server/src/db.ts
+++ b/server/src/db.ts
@@ -1,4 +1,4 @@
-// SQLite 数据库：账号、班级、学生作品、作业与提交、平台设置（如 JWT 签名密钥）。
+// SQLite 数据库：账号、班级、学生作品、作业、提交与老师评阅、平台设置（如 JWT 签名密钥）。
 // 表结构用编号迁移：MIGRATIONS 只能在末尾追加，已执行过的不再改动。
 import { Database } from 'bun:sqlite'
 import { mkdirSync } from 'node:fs'
@@ -85,6 +85,17 @@ const MIGRATIONS = [
   CREATE INDEX submissions_assignment_user ON submissions (assignment_id, user_id, id);
   CREATE INDEX submissions_status ON submissions (status);
   `,
+  // 老师评阅：每个学生在每个作业上一条，scores 是 JSON 数组，和作业 scoring.manual 一一对应
+  `
+  CREATE TABLE reviews (
+    assignment_id INTEGER NOT NULL REFERENCES assignments (id) ON DELETE CASCADE,
+    user_id INTEGER NOT NULL REFERENCES users (id) ON DELETE CASCADE,
+    scores TEXT NOT NULL,
+    comment TEXT NOT NULL DEFAULT '',
+    updated_at INTEGER NOT NULL,
+    PRIMARY KEY (assignment_id, user_id)
+  );
+  `,
 ]
 
 /** 打开数据库并执行未执行过的迁移。path 为 ":memory:" 时用内存数据库（测试用） */
diff --git a/server/src/reviews.ts b/server/src/reviews.ts
new file mode 100644
index 0000000..c81b8e5
--- /dev/null
+++ b/server/src/reviews.ts
@@ -0,0 +1,104 @@
+// 老师评阅和成绩：给老师评分项打分、写评语；全班成绩表。
+// 一个学生的总分 = 最近一次提交的自动评分 + 老师评分（没提交时没有总分）。
+import type { Database } from 'bun:sqlite'
+import type { Review, Scoring, SourceFile } from '@iot/shared'
+import { getAssignment, latestSubmission } from './assignments'
+
+/**
+ * 把保存的得分对齐到作业现在的老师评分项：老师后来增删了评分项时，多的截掉、少的补"未打分"，
+ * 超过满分的按满分算
+ */
+function normalize(scores: (number | null)[], scoring: Scoring): (number | null)[] {
+  return scoring.manual.map((m, i) => {
+    const s = scores[i]
+    return typeof s === 'number' ? Math.min(Math.max(s, 0), m.points) : null
+  })
+}
+
+export function getReview(db: Database, assignmentId: number, userId: number): Review | null {
+  const assignment = getAssignment(db, assignmentId)
+  const row = db
+    .query<{ scores: string; comment: string; updated_at: number }, [number, number]>(
+      'SELECT scores, comment, updated_at FROM reviews WHERE assignment_id = ? AND user_id = ?',
+    )
+    .get(assignmentId, userId)
+  if (!row || !assignment) return null
+  return { scores: normalize(JSON.parse(row.scores), assignment.scoring), comment: row.comment, updatedAt: row.updated_at }
+}
+
+/** 老师评分之和（未打分的项不算） */
+export const manualScore = (review: Review | null) => review?.scores.reduce<number>((sum, s) => sum + (s ?? 0), 0) ?? null
+
+export function saveReview(db: Database, assignmentId: number, userId: number, scores: unknown, comment: unknown): { error?: string } {
+  const assignment = getAssignment(db, assignmentId)
+  if (!assignment) return { error: '作业不存在' }
+  const student = db.query('SELECT 1 FROM users WHERE id = ? AND class_id = ?').get(userId, assignment.classId)
+  if (!student) return { error: '学生不在这个班' }
+  const manual = assignment.scoring.manual
+  if (!Array.isArray(scores) || scores.length !== manual.length) return { error: `老师评分项应有 ${manual.length} 项` }
+  for (const [i, s] of scores.entries()) {
+    if (s === null) continue
+    if (typeof s !== 'number' || !Number.isFinite(s) || s < 0 || s > manual[i].points) return { error: `"${manual[i].title}"的得分要在 0 到 ${manual[i].points} 之间` }
+  }
+  db.query(
+    `INSERT INTO reviews (assignment_id, user_id, scores, comment, updated_at) VALUES (?, ?, ?, ?, ?)
+     ON CONFLICT (assignment_id, user_id) DO UPDATE SET scores = excluded.scores, comment = excluded.comment, updated_at = excluded.updated_at`,
+  ).run(assignmentId, userId, JSON.stringify(scores), String(comment ?? ''), Date.now())
+  return {}
+}
+
+/** 老师评阅一个学生：最近一次提交（含代码）、评阅、提交次数 */
+export function studentDetail(db: Database, assignmentId: number, userId: number) {
+  const student = db.query<{ id: number; username: string; name: string }, [number]>('SELECT id, username, name FROM users WHERE id = ?').get(userId)
+  if (!student) return null
+  const latest = latestSubmission(db, assignmentId, userId)
+  const files = latest
+    ? (JSON.parse(db.query<{ files: string }, [number]>('SELECT files FROM submissions WHERE id = ?').get(latest.id)!.files) as SourceFile[])
+    : null
+  const count = db.query<{ n: number }, [number, number]>('SELECT COUNT(*) AS n FROM submissions WHERE assignment_id = ? AND user_id = ?').get(assignmentId, userId)!.n
+  return { student, submission: latest, files, review: getReview(db, assignmentId, userId), submissionCount: count }
+}
+
+/** 一份提交的代码和它属于谁（老师在实验页里运行学生的程序时用） */
+export function submissionFiles(db: Database, submissionId: number) {
+  const row = db
+    .query<{ files: string; assignment_id: number; title: string; name: string; username: string }, [number]>(
+      `SELECT s.files, s.assignment_id, a.title, u.name, u.username
+       FROM submissions s JOIN assignments a ON a.id = s.assignment_id JOIN users u ON u.id = s.user_id WHERE s.id = ?`,
+    )
+    .get(submissionId)
+  if (!row) return null
+  return { files: JSON.parse(row.files) as SourceFile[], assignmentId: row.assignment_id, assignmentTitle: row.title, studentName: row.name, username: row.username }
+}
+
+/** 全班成绩表：每个学生在每个作业上的自动评分、老师评分和总分 */
+export function gradebook(db: Database, classId: number) {
+  const assignments = db
+    .query<{ id: number; title: string; scoring: string }, [number]>('SELECT id, title, scoring FROM assignments WHERE class_id = ? ORDER BY created_at')
+    .all(classId)
+    .map((a) => {
+      const scoring = JSON.parse(a.scoring) as Scoring
+      const sum = (xs: number[]) => xs.reduce((x, y) => x + y, 0)
+      return { id: a.id, title: a.title, scoring, total: sum(scoring.auto) + sum(scoring.manual.map((m) => m.points)) }
+    })
+  const students = db
+    .query<{ id: number; username: string; name: string }, [number]>(`SELECT id, username, name FROM users WHERE class_id = ? AND role = 'student' ORDER BY username`)
+    .all(classId)
+  return {
+    assignments: assignments.map(({ id, title, total }) => ({ id, title, total })),
+    students: students.map((s) => ({
+      userId: s.id,
+      username: s.username,
+      name: s.name,
+      scores: Object.fromEntries(
+        assignments.map((a) => {
+          const latest = latestSubmission(db, a.id, s.id)
+          const review = getReview(db, a.id, s.id)
+          const auto = latest?.status === 'done' ? latest.autoScore : null
+          const manual = manualScore(review)
+          return [a.id, { submitted: latest !== null, auto, manual, total: latest ? (auto ?? 0) + (manual ?? 0) : null }]
+        }),
+      ),
+    })),
+  }
+}
diff --git a/server/test/api.test.ts b/server/test/api.test.ts
index a8a0c85..3c4d15e 100644
--- a/server/test/api.test.ts
+++ b/server/test/api.test.ts
@@ -339,3 +339,69 @@ describe('作业', () => {
     expect((await student.get('/api/assignments')).body).toEqual([])
   })
 })
+
+describe('评阅与成绩', () => {
+  const SAMPLE = 'p4-t3-报警灯'
+  const scoring = { auto: [10, 10], manual: [{ title: '窗体界面', points: 10 }, { title: '注释', points: 5 }] }
+
+  async function submitted() {
+    const t = await teacher()
+    const classId = await classWithStudents(t, [
+      { username: 's1', name: '甲', password: 'p1' },
+      { username: 's2', name: '乙', password: 'p2' },
+    ])
+    const files = (await loadSample(SAMPLE))!
+    const { body } = await t.post('/api/teacher/assignments', { classId, sampleId: SAMPLE, title: '报警灯', startMode: 'ui', template: files, scoring, deadline: null })
+    const student = new Browser()
+    await student.login('s1', 'p1')
+    await student.post(`/api/assignments/${body.id}/submit`, { files })
+    await queue.idle()
+    const userId = (await student.get('/api/me')).body.user.id as number
+    return { t, student, classId, assignmentId: body.id as number, userId }
+  }
+
+  test('老师看到学生的代码和评分结果，打分、写评语；学生能看到老师的评分和评语', async () => {
+    const { t, student, assignmentId, userId } = await submitted()
+    const detail = (await t.get(`/api/teacher/assignments/${assignmentId}/students/${userId}`)).body
+    expect(detail).toMatchObject({ student: { name: '甲' }, submission: { status: 'done', autoScore: 20 }, review: null, submissionCount: 1 })
+    expect(detail.files.some((f: any) => f.path === 'Form1.cs')).toBe(true)
+
+    // 超出满分拒绝
+    const tooHigh = await t.put(`/api/teacher/assignments/${assignmentId}/students/${userId}/review`, { scores: [11, 5], comment: '' })
+    expect(tooHigh.status).toBe(400)
+    expect(tooHigh.body.message).toBe('"窗体界面"的得分要在 0 到 10 之间')
+
+    const saved = await t.put(`/api/teacher/assignments/${assignmentId}/students/${userId}/review`, { scores: [8, null], comment: '界面整齐，注释还要补' })
+    expect(saved.body).toMatchObject({ scores: [8, null], comment: '界面整齐，注释还要补' })
+
+    expect((await student.get(`/api/assignments/${assignmentId}`)).body.review).toMatchObject({ scores: [8, null], comment: '界面整齐，注释还要补' })
+    expect((await student.get('/api/assignments')).body[0].manualScore).toBe(8)
+    expect((await t.get(`/api/teacher/assignments/${assignmentId}/submissions`)).body[0]).toMatchObject({ username: 's1', manualScore: 8, review: { comment: '界面整齐，注释还要补' } })
+  }, 60000)
+
+  test('成绩表：总分 = 自动评分 + 老师评分；没提交的没有总分', async () => {
+    const { t, classId, assignmentId, userId } = await submitted()
+    await t.put(`/api/teacher/assignments/${assignmentId}/students/${userId}/review`, { scores: [8, 4], comment: '' })
+    const book = (await t.get(`/api/teacher/classes/${classId}/gradebook`)).body
+    expect(book.assignments).toEqual([{ id: assignmentId, title: '报警灯', total: 35 }])
+    expect(book.students.map((s: any) => [s.name, s.scores[assignmentId].total])).toEqual([
+      ['甲', 32],
+      ['乙', null],
+    ])
+  }, 60000)
+
+  test('老师减少评分项后，已打的分按新的评分项对齐', async () => {
+    const { t, assignmentId, userId } = await submitted()
+    await t.put(`/api/teacher/assignments/${assignmentId}/students/${userId}/review`, { scores: [8, 4], comment: '' })
+    await t.patch(`/api/teacher/assignments/${assignmentId}`, { title: '报警灯', deadline: null, scoring: { auto: [10, 10], manual: [{ title: '窗体界面', points: 5 }] } })
+    expect((await t.get(`/api/teacher/assignments/${assignmentId}/students/${userId}`)).body.review.scores).toEqual([5])
+  }, 60000)
+
+  test('老师能取到提交的代码（在实验页里运行）；学生不能', async () => {
+    const { t, student, assignmentId, userId } = await submitted()
+    const { submission } = (await t.get(`/api/teacher/assignments/${assignmentId}/students/${userId}`)).body
+    const files = await t.get(`/api/teacher/submissions/${submission.id}`)
+    expect(files.body).toMatchObject({ assignmentTitle: '报警灯', studentName: '甲' })
+    expect((await student.get(`/api/teacher/submissions/${submission.id}`)).status).toBe(403)
+  }, 60000)
+})
diff --git a/shared/grading.ts b/shared/grading.ts
index cf92799..cd8267c 100644
--- a/shared/grading.ts
+++ b/shared/grading.ts
@@ -52,3 +52,10 @@ export interface Submission {
   /** 排队评分时前面还有几份 */
   queueAhead?: number
 }
+
+/** 老师评阅：老师评分项各自的得分（null 表示还没打分，和 scoring.manual 一一对应）和评语 */
+export interface Review {
+  scores: (number | null)[]
+  comment: string
+  updatedAt: number
+}
diff --git a/web/src/editor/CodeEditor.vue b/web/src/editor/CodeEditor.vue
index f512350..403ea75 100644
--- a/web/src/editor/CodeEditor.vue
+++ b/web/src/editor/CodeEditor.vue
@@ -9,6 +9,8 @@ const props = defineProps<{
   files: SourceFile[]
   activeFile?: string
   diagnostics: Diagnostic[]
+  /** 只读（老师查看学生提交的代码） */
+  readOnly?: boolean
 }>()
 
 const emit = defineEmits<{
@@ -96,6 +98,7 @@ onMounted(() => {
     scrollBeyondLastLine: false,
     renderWhitespace: 'selection',
     unicodeHighlight: { ambiguousCharacters: false },
+    readOnly: props.readOnly,
   })
   syncModels()
   showActive()
diff --git a/web/src/grading/GradeResultView.vue b/web/src/grading/GradeResultView.vue
index 6840b83..48add47 100644
--- a/web/src/grading/GradeResultView.vue
+++ b/web/src/grading/GradeResultView.vue
@@ -1,13 +1,19 @@
 <script setup lang="ts">
-// 一次提交的自动评分结果：每项通过与否、得分和不通过的原因；老师评分项只列出名称和分值。
+// 一次提交的评分结果：自动评分每项通过与否、得分和不通过的原因；
+// 老师评分项：老师已评阅时显示各项得分和评语，还没评阅时只列出名称和分值。
 import { computed } from 'vue'
 import { NSpin } from 'naive-ui'
-import type { Assignment, Submission } from '@iot/shared'
+import type { Assignment, Review, Submission } from '@iot/shared'
 
-const props = defineProps<{ assignment: Assignment; submission: Submission }>()
+const props = withDefaults(defineProps<{ assignment: Assignment; submission: Submission; review?: Review | null; showManual?: boolean }>(), {
+  review: null,
+  showManual: true,
+})
 
 const autoTotal = computed(() => props.assignment.scoring.auto.reduce((a, b) => a + b, 0))
 const manual = computed(() => props.assignment.scoring.manual)
+const manualTotal = computed(() => manual.value.reduce((a, m) => a + m.points, 0))
+const manualScore = computed(() => props.review?.scores.reduce<number>((a, s) => a + (s ?? 0), 0) ?? 0)
 </script>
 
 <template>
@@ -34,9 +40,22 @@ const manual = computed(() => props.assignment.scoring.manual)
         </li>
       </ul>
     </template>
-    <div v-if="manual.length" class="manual">
-      由老师评分：<span v-for="m in manual" :key="m.title">{{ m.title }}（{{ m.points }} 分）</span>
-    </div>
+    <template v-if="showManual && manual.length">
+      <div v-if="review" class="reviewed">
+        <div class="summary">
+          老师评分 <b>{{ manualScore }}</b> / {{ manualTotal }} 分
+        </div>
+        <ul class="items">
+          <li v-for="(m, i) in manual" :key="i">
+            <span class="title">{{ m.title }}<span class="points">{{ review.scores[i] ?? '未打分' }} / {{ m.points }} 分</span></span>
+          </li>
+        </ul>
+        <div v-if="review.comment" class="comment">老师评语：{{ review.comment }}</div>
+      </div>
+      <div v-else class="manual">
+        由老师评分：<span v-for="m in manual" :key="m.title">{{ m.title }}（{{ m.points }} 分）</span>
+      </div>
+    </template>
   </div>
 </template>
 
@@ -99,6 +118,21 @@ const manual = computed(() => props.assignment.scoring.manual)
   color: #b91c1c;
 }
 
+.reviewed {
+  display: flex;
+  flex-direction: column;
+  gap: 8px;
+  padding-top: 10px;
+  border-top: 1px solid #f0f0f0;
+}
+
+.comment {
+  padding: 8px 10px;
+  background: #f9fafb;
+  border-radius: 4px;
+  white-space: pre-wrap;
+}
+
 .manual {
   color: #6b7280;
 }
diff --git a/web/src/pages/AssignmentsPage.vue b/web/src/pages/AssignmentsPage.vue
index cfc28aa..1f9d8e8 100644
--- a/web/src/pages/AssignmentsPage.vue
+++ b/web/src/pages/AssignmentsPage.vue
@@ -7,7 +7,7 @@ import type { Assignment, Submission } from '@iot/shared'
 import { api } from '../api'
 import { currentUser, logout } from '../auth'
 
-type Row = Assignment & { latest: Submission | null }
+type Row = Assignment & { latest: Submission | null; manualScore: number | null }
 
 const router = useRouter()
 const rows = ref<Row[]>([])
@@ -27,6 +27,10 @@ function status(row: Row) {
   if (!s) return row.deadline && Date.now() > row.deadline ? h(NTag, { type: 'error', size: 'small' }, () => '未提交，已截止') : h(NTag, { size: 'small' }, () => '未提交')
   if (s.status === 'pending') return h(NTag, { type: 'warning', size: 'small' }, () => '评分中')
   if (s.status === 'error') return h(NTag, { type: 'error', size: 'small' }, () => '评分出错')
+  if (row.manualScore !== null) {
+    const all = total(row) + row.scoring.manual.reduce((a, m) => a + m.points, 0)
+    return h(NTag, { type: 'success', size: 'small' }, () => `老师已评阅 · 总分 ${(s.autoScore ?? 0) + row.manualScore!} / ${all}`)
+  }
   const full = s.autoScore === total(row)
   return h(NTag, { type: full ? 'success' : 'info', size: 'small' }, () => `已提交 · 自动评分 ${s.autoScore} / ${total(row)}`)
 }
diff --git a/web/src/pages/ReviewPage.vue b/web/src/pages/ReviewPage.vue
new file mode 100644
index 0000000..6214b98
--- /dev/null
+++ b/web/src/pages/ReviewPage.vue
@@ -0,0 +1,440 @@
+<script setup lang="ts">
+// 评阅一个作业：左边是全班学生（提交状态、自动评分、老师评分），右边是选中学生的代码、自动评分结果、
+// 规范提示和老师评分。"运行他的程序"在新标签页的实验页里打开学生的代码。
+import { computed, onMounted, ref, watch } from 'vue'
+import { useRoute, useRouter } from 'vue-router'
+import { NButton, NEmpty, NInput, NInputNumber, NTab, NTabs, NTag, useMessage } from 'naive-ui'
+import type { Assignment, Review, SourceFile, Submission } from '@iot/shared'
+import { api } from '../api'
+import { currentUser, logout } from '../auth'
+import CodeEditor from '../editor/CodeEditor.vue'
+import GradeResultView from '../grading/GradeResultView.vue'
+import { conventionHints } from '../teacher/conventions'
+import { downloadCsv } from '../teacher/csv'
+
+interface Row {
+  userId: number
+  username: string
+  name: string
+  status: Submission['status'] | null
+  autoScore: number | null
+  manualScore: number | null
+  review: Review | null
+  submittedAt: number | null
+  count: number
+}
+
+interface Detail {
+  assignment: Assignment
+  student: { id: number; username: string; name: string }
+  submission: Submission | null
+  files: SourceFile[] | null
+  review: Review | null
+  submissionCount: number
+}
+
+const props = defineProps<{ assignmentId: string }>()
+const route = useRoute()
+const router = useRouter()
+const message = useMessage()
+
+const assignment = ref<Assignment | null>(null)
+const rows = ref<Row[]>([])
+const selectedId = ref<number>()
+const detail = ref<Detail | null>(null)
+const activeFile = ref<string>()
+const scores = ref<(number | null)[]>([])
+const comment = ref('')
+const saving = ref(false)
+
+const autoTotal = computed(() => assignment.value?.scoring.auto.reduce((a, b) => a + b, 0) ?? 0)
+const manualTotal = computed(() => assignment.value?.scoring.manual.reduce((a, m) => a + m.points, 0) ?? 0)
+const codeFiles = computed(() => detail.value?.files?.filter((f) => f.path.endsWith('.cs')) ?? [])
+const hints = computed(() => (detail.value?.files ? conventionHints(detail.value.files) : []))
+/** 正在打的老师评分之和（未保存） */
+const draftManual = computed(() => scores.value.reduce<number>((a, s) => a + (s ?? 0), 0))
+const index = computed(() => rows.value.findIndex((r) => r.userId === selectedId.value))
+const dirty = computed(() => {
+  const saved = detail.value?.review
+  return JSON.stringify(scores.value) !== JSON.stringify(saved?.scores ?? scores.value.map(() => null)) || comment.value !== (saved?.comment ?? '')
+})
+
+async function loadRows() {
+  rows.value = await api<Row[]>('GET', `/api/teacher/assignments/${props.assignmentId}/submissions`)
+}
+
+onMounted(async () => {
+  try {
+    assignment.value = (await api<{ assignment: Assignment }>('GET', `/api/assignments/${props.assignmentId}`)).assignment
+    await loadRows()
+  } catch (e) {
+    message.error((e as Error).message)
+    return
+  }
+  const wanted = Number(route.query.student)
+  // 默认先看第一个已提交的学生
+  await select(rows.value.find((r) => r.userId === wanted)?.userId ?? rows.value.find((r) => r.status)?.userId ?? rows.value[0]?.userId)
+})
+
+async function select(userId: number | undefined) {
+  if (userId === undefined) return
+  selectedId.value = userId
+  void router.replace({ query: { student: userId } })
+  detail.value = await api<Detail>('GET', `/api/teacher/assignments/${props.assignmentId}/students/${userId}`).catch((e: Error) => {
+    message.error(e.message)
+    return null
+  })
+  const manual = assignment.value?.scoring.manual ?? []
+  scores.value = manual.map((_, i) => detail.value?.review?.scores[i] ?? null)
+  comment.value = detail.value?.review?.comment ?? ''
+  // 默认显示第一个窗体的代码
+  activeFile.value = codeFiles.value.find((f) => !f.path.endsWith('.Designer.cs') && f.path !== 'Program.cs')?.path ?? codeFiles.value[0]?.path
+}
+
+async function save(next = false) {
+  if (!detail.value || saving.value) return
+  saving.value = true
+  try {
+    const review = await api<Review>('PUT', `/api/teacher/assignments/${props.assignmentId}/students/${detail.value.student.id}/review`, {
+      scores: scores.value,
+      comment: comment.value,
+    })
+    detail.value.review = review
+    await loadRows()
+    message.success('已保存')
+    if (next) await go(1)
+  } catch (e) {
+    message.error((e as Error).message)
+  } finally {
+    saving.value = false
+  }
+}
+
+/** 上一个 / 下一个已提交的学生 */
+async function go(step: 1 | -1) {
+  for (let i = index.value + step; i >= 0 && i < rows.value.length; i += step) {
+    if (rows.value[i].status) return select(rows.value[i].userId)
+  }
+  message.info(step > 0 ? '后面没有已提交的学生了' : '前面没有已提交的学生了')
+}
+
+function runProgram() {
+  if (detail.value?.submission) window.open(router.resolve(`/teacher/submissions/${detail.value.submission.id}/run`).href, '_blank')
+}
+
+// 切换学生时，如果打了分还没保存，提醒一下
+watch(selectedId, (_, old) => {
+  if (old !== undefined && dirty.value) message.warning('上一个学生的评分还没保存')
+})
+
+const formatTime = (ms: number) =>
+  new Date(ms).toLocaleString('zh-CN', { month: 'numeric', day: 'numeric', hour: '2-digit', minute: '2-digit' })
+
+function statusTag(row: Row): { type: 'default' | 'warning' | 'error' | 'success'; text: string } {
+  if (!row.status) return { type: 'default', text: '未提交' }
+  if (row.status === 'pending') return { type: 'warning', text: '评分中' }
+  if (row.status === 'error') return { type: 'error', text: '评分出错' }
+  return { type: row.review ? 'success' : 'default', text: row.review ? '已评阅' : '待评阅' }
+}
+
+/** 导出这个作业的成绩：每个学生的自动评分、老师评分各项、总分和评语 */
+function exportCsv() {
+  const a = assignment.value
+  if (!a) return
+  downloadCsv(`${a.title}-成绩.csv`, [
+    ['学号', '姓名', `自动评分（${autoTotal.value}）`, ...a.scoring.manual.map((m) => `${m.title}（${m.points}）`), `总分（${autoTotal.value + manualTotal.value}）`, '提交次数', '评语'],
+    ...rows.value.map((r) => [
+      `\t${r.username}`,
+      r.name,
+      r.status ? (r.autoScore ?? '') : '未提交',
+      ...a.scoring.manual.map((_, i) => r.review?.scores[i] ?? ''),
+      r.status ? (r.autoScore ?? 0) + (r.manualScore ?? 0) : '',
+      r.count,
+      r.review?.comment ?? '',
+    ]),
+  ])
+}
+
+async function signOut() {
+  await logout()
+  await router.push('/login')
+}
+</script>
+
+<template>
+  <div class="page">
+    <header class="toolbar">
+      <RouterLink to="/teacher" class="nav-link">← 班级管理</RouterLink>
+      <strong>{{ assignment?.title }}</strong>
+      <span class="muted">{{ assignment?.className }}</span>
+      <span class="muted">已提交 {{ rows.filter((r) => r.status).length }} / {{ rows.length }} 人</span>
+      <NButton size="small" @click="exportCsv">导出成绩</NButton>
+      <span class="spacer" />
+      <span class="user">{{ currentUser?.name }}</span>
+      <NButton quaternary size="small" @click="signOut">退出</NButton>
+    </header>
+
+    <main class="content">
+      <aside class="students">
+        <button v-for="r in rows" :key="r.userId" class="student" :class="{ active: r.userId === selectedId }" @click="select(r.userId)">
+          <span class="who">
+            <span>{{ r.name }}</span>
+            <span class="username">{{ r.username }}</span>
+          </span>
+          <span class="right">
+            <span v-if="r.status === 'done'" class="score">{{ (r.autoScore ?? 0) + (r.manualScore ?? 0) }}</span>
+            <NTag size="tiny" :type="statusTag(r).type">{{ statusTag(r).text }}</NTag>
+          </span>
+        </button>
+      </aside>
+
+      <section v-if="detail && assignment" class="review">
+        <div class="review-head">
+          <h2>{{ detail.student.name }}</h2>
+          <span class="muted">{{ detail.student.username }}</span>
+          <span v-if="detail.submission" class="muted">提交 {{ detail.submissionCount }} 次 · 最后提交 {{ formatTime(detail.submission.createdAt) }}</span>
+          <span class="spacer" />
+          <NButton size="small" @click="go(-1)">上一个</NButton>
+          <NButton size="small" @click="go(1)">下一个</NButton>
+          <NButton size="small" type="primary" :disabled="!detail.submission" @click="runProgram">运行他的程序</NButton>
+        </div>
+
+        <NEmpty v-if="!detail.submission" description="还没有提交" class="empty" />
+        <div v-else class="review-body">
+          <div class="code">
+            <NTabs :value="activeFile" type="card" size="small" @update:value="(v: string) => (activeFile = v)">
+              <NTab v-for="f in codeFiles" :key="f.path" :name="f.path">{{ f.path }}</NTab>
+            </NTabs>
+            <CodeEditor class="editor" :files="codeFiles" :active-file="activeFile" :diagnostics="[]" read-only />
+          </div>
+
+          <div class="side">
+            <section class="card">
+              <h3>自动评分</h3>
+              <GradeResultView :assignment="assignment" :submission="detail.submission" :show-manual="false" />
+            </section>
+
+            <section v-if="hints.length" class="card">
+              <h3>规范提示</h3>
+              <ul class="hints">
+                <li v-for="(h, i) in hints" :key="i" :class="h.level">{{ h.text }}</li>
+              </ul>
+            </section>
+
+            <section class="card">
+              <h3>老师评分</h3>
+              <div v-for="(m, i) in assignment.scoring.manual" :key="i" class="score-row">
+                <span class="score-title">{{ m.title }}</span>
+                <NInputNumber v-model:value="scores[i]" :min="0" :max="m.points" size="small" placeholder="未打分" class="score-input" />
+                <span class="muted">/ {{ m.points }}</span>
+              </div>
+              <NInput v-model:value="comment" type="textarea" :autosize="{ minRows: 2, maxRows: 6 }" placeholder="评语（学生能看到）" />
+              <div class="save-row">
+                <span class="muted">
+                  总分 {{ (detail.submission.autoScore ?? 0) + draftManual }} / {{ autoTotal + manualTotal }}
+                </span>
+                <span class="spacer" />
+                <NButton size="small" :loading="saving" @click="save()">保存</NButton>
+                <NButton size="small" type="primary" :loading="saving" @click="save(true)">保存并看下一个</NButton>
+              </div>
+            </section>
+          </div>
+        </div>
+      </section>
+      <section v-else class="review">
+        <NEmpty description="班里还没有学生" class="empty" />
+      </section>
+    </main>
+  </div>
+</template>
+
+<style scoped>
+.page {
+  display: flex;
+  flex-direction: column;
+  height: 100vh;
+}
+
+.toolbar {
+  display: flex;
+  align-items: center;
+  gap: 12px;
+  padding: 8px 16px;
+  border-bottom: 1px solid #e5e7eb;
+}
+
+.nav-link {
+  color: #2563eb;
+  font-size: 13px;
+  text-decoration: none;
+  white-space: nowrap;
+}
+
+.muted {
+  color: #6b7280;
+  font-size: 13px;
+  white-space: nowrap;
+}
+
+.spacer {
+  flex: 1;
+}
+
+.user {
+  font-size: 13px;
+}
+
+.content {
+  flex: 1;
+  display: grid;
+  grid-template-columns: 220px minmax(0, 1fr);
+  min-height: 0;
+}
+
+.students {
+  display: flex;
+  flex-direction: column;
+  padding: 6px;
+  border-right: 1px solid #e5e7eb;
+  overflow: auto;
+}
+
+.student {
+  display: flex;
+  justify-content: space-between;
+  align-items: center;
+  gap: 6px;
+  padding: 6px 8px;
+  background: none;
+  border: none;
+  border-radius: 4px;
+  font: inherit;
+  font-size: 13px;
+  text-align: left;
+  cursor: pointer;
+}
+
+.student:hover {
+  background: #f3f4f6;
+}
+
+.student.active {
+  background: #e0ecff;
+}
+
+.who {
+  display: flex;
+  flex-direction: column;
+  min-width: 0;
+}
+
+.username {
+  color: #9ca3af;
+  font-size: 12px;
+}
+
+.right {
+  display: flex;
+  align-items: center;
+  gap: 6px;
+}
+
+.score {
+  font-weight: 600;
+}
+
+.review {
+  display: flex;
+  flex-direction: column;
+  min-width: 0;
+  min-height: 0;
+  padding: 10px 16px;
+}
+
+.review-head {
+  display: flex;
+  align-items: center;
+  gap: 10px;
+  margin-bottom: 8px;
+}
+
+.review-head h2 {
+  margin: 0;
+  font-size: 18px;
+}
+
+.review-body {
+  flex: 1;
+  display: grid;
+  grid-template-columns: minmax(0, 1fr) 380px;
+  gap: 12px;
+  min-height: 0;
+}
+
+.code {
+  display: flex;
+  flex-direction: column;
+  min-height: 0;
+}
+
+.editor {
+  flex: 1;
+  min-height: 0;
+}
+
+.side {
+  display: flex;
+  flex-direction: column;
+  gap: 10px;
+  overflow: auto;
+}
+
+.card {
+  display: flex;
+  flex-direction: column;
+  gap: 8px;
+  padding: 10px 12px;
+  border: 1px solid #e5e7eb;
+  border-radius: 6px;
+}
+
+.card h3 {
+  margin: 0;
+  font-size: 14px;
+}
+
+.hints {
+  margin: 0;
+  padding-left: 18px;
+  font-size: 13px;
+}
+
+.hints .warn {
+  color: #b45309;
+}
+
+.score-row {
+  display: flex;
+  align-items: center;
+  gap: 8px;
+}
+
+.score-title {
+  flex: 1;
+  font-size: 13px;
+}
+
+.score-input {
+  width: 110px;
+}
+
+.save-row {
+  display: flex;
+  align-items: center;
+  gap: 8px;
+}
+
+.empty {
+  margin-top: 80px;
+}
+</style>
diff --git a/web/src/pages/TeacherPage.vue b/web/src/pages/TeacherPage.vue
index e8d0428..b088574 100644
--- a/web/src/pages/TeacherPage.vue
+++ b/web/src/pages/TeacherPage.vue
@@ -1,11 +1,13 @@
 <script setup lang="ts">
-// 老师的班级管理：建班、导入学生名单（CSV）、查看和重置密码、导出名单发给学生；布置作业、查看提交情况。
+// 老师的班级管理：建班、导入学生名单（CSV）、查看和重置密码、导出名单发给学生；布置作业（评阅在 ReviewPage）；全班成绩表。
 import { computed, h, onMounted, ref } from 'vue'
 import { useRouter } from 'vue-router'
 import { NButton, NDataTable, NEmpty, NInput, NModal, NPopconfirm, NPopover, NTabPane, NTabs, useDialog, useMessage, type DataTableColumns } from 'naive-ui'
 import { api } from '../api'
 import { currentUser, logout } from '../auth'
 import AssignmentsPanel from '../teacher/AssignmentsPanel.vue'
+import GradebookPanel from '../teacher/GradebookPanel.vue'
+import { downloadCsv } from '../teacher/csv'
 import { decodeCsv, parseCsv, toRoster, type RosterRow } from '../teacher/roster'
 
 interface ClassInfo {
@@ -177,17 +179,6 @@ async function confirmImport() {
     })
 }
 
-/** 下载 CSV：带 BOM，Excel 打开时中文不乱码；账号前加制表符，长学号不会变成科学计数法 */
-function downloadCsv(filename: string, rows: string[][]) {
-  const quote = (cell: string) => (/[",\n]/.test(cell) ? `"${cell.replaceAll('"', '""')}"` : cell)
-  const text = '' + rows.map((r) => r.map(quote).join(',')).join('\r\n') + '\r\n'
-  const link = document.createElement('a')
-  link.href = URL.createObjectURL(new Blob([text], { type: 'text/csv;charset=utf-8' }))
-  link.download = filename
-  link.click()
-  URL.revokeObjectURL(link.href)
-}
-
 function exportRoster() {
   if (!selected.value) return
   downloadCsv(`${selected.value.name}-名单.csv`, [
@@ -282,6 +273,9 @@ async function signOut() {
           <NTabPane name="assignments" tab="作业">
             <AssignmentsPanel :class-id="selected.id" />
           </NTabPane>
+          <NTabPane name="grades" tab="成绩" display-directive="if">
+            <GradebookPanel :class-id="selected.id" :class-name="selected.name" />
+          </NTabPane>
         </NTabs>
       </section>
       <section v-else class="students">
diff --git a/web/src/pages/WorkbenchPage.vue b/web/src/pages/WorkbenchPage.vue
index be12f18..b612dd6 100644
--- a/web/src/pages/WorkbenchPage.vue
+++ b/web/src/pages/WorkbenchPage.vue
@@ -1,10 +1,11 @@
 <script setup lang="ts">
 // 实验页：编辑代码 → 运行 → 在网页里操作学生的窗体和虚拟实训台。
-// 两种用法：自由练习（选择示例工程）；做作业（/assignments/:id，从作业起点开始，可以提交评分）。
+// 三种用法：自由练习（选择示例工程）；做作业（/assignments/:id，从作业起点开始，可以提交评分）；
+// 老师运行学生提交的程序（/teacher/submissions/:id/run，改动只用于试运行，不保存）。
 import { computed, nextTick, onBeforeUnmount, onMounted, ref } from 'vue'
 import { useRoute, useRouter } from 'vue-router'
 import { NButton, NInput, NModal, NPopconfirm, NPopover, NSelect, NTab, NTabs, NTag, useMessage } from 'naive-ui'
-import type { Assignment, SourceFile, Submission } from '@iot/shared'
+import type { Assignment, Review, SourceFile, Submission } from '@iot/shared'
 import FormDesigner from '../designer/FormDesigner.vue'
 import { createDesignerHistory } from '../designer/history'
 import { formNameTaken, newFormFiles, nextFormName, projectNamespace, startupForm } from '../designer/templates'
@@ -18,7 +19,7 @@ import TrainingBoard from '../scene/TrainingBoard.vue'
 import FormWindow from '../winforms/FormWindow.vue'
 import MessageBoxDialog from '../winforms/MessageBoxDialog.vue'
 
-const props = defineProps<{ assignmentId?: string }>()
+const props = defineProps<{ assignmentId?: string; submissionId?: string }>()
 
 const session = createRunSession()
 const { state } = session
@@ -98,6 +99,10 @@ onMounted(async () => {
     await loadAssignment()
     return
   }
+  if (props.submissionId) {
+    await loadSubmission()
+    return
+  }
   const list = await api<{ id: string; title: string }[]>('GET', '/api/samples')
   samples.value = list.map((s) => ({ label: s.title, value: s.id }))
   // 网址里带 ?sample=示例编号 时直接打开该示例（便于老师把链接发给学生）
@@ -128,14 +133,26 @@ async function loadSample(id: string, discardWork = false) {
 // ---------- 作业 ----------
 const assignment = ref<Assignment | null>(null)
 const submission = ref<Submission | null>(null)
+const review = ref<Review | null>(null)
 const resultOpen = ref(false)
 const submitting = ref(false)
 const pastDeadline = computed(() => !!assignment.value?.deadline && Date.now() > assignment.value.deadline)
 const autoTotal = computed(() => assignment.value?.scoring.auto.reduce((a, b) => a + b, 0) ?? 0)
+const manualTotal = computed(() => assignment.value?.scoring.manual.reduce((a, m) => a + m.points, 0) ?? 0)
+/** 工具栏上的得分：老师评阅后显示总分，之前只显示自动评分 */
+const scoreText = computed(() => {
+  const s = submission.value
+  if (!s) return ''
+  if (s.status === 'pending') return '评分中…'
+  if (s.status === 'error') return '评分出错'
+  if (!review.value) return `自动评分 ${s.autoScore} / ${autoTotal.value}`
+  const manual = review.value.scores.reduce<number>((a, x) => a + (x ?? 0), 0)
+  return `总分 ${(s.autoScore ?? 0) + manual} / ${autoTotal.value + manualTotal.value}`
+})
 let pollTimer: ReturnType<typeof setTimeout> | undefined
 
 async function loadAssignment(discardWork = false) {
-  const detail = await api<{ assignment: Assignment; template: SourceFile[]; latest: Submission | null }>(
+  const detail = await api<{ assignment: Assignment; template: SourceFile[]; latest: Submission | null; review: Review | null }>(
     'GET',
     `/api/assignments/${props.assignmentId}`,
   ).catch((e: Error) => {
@@ -145,10 +162,28 @@ async function loadAssignment(discardWork = false) {
   if (!detail) return
   assignment.value = detail.assignment
   submission.value = detail.latest
+  review.value = detail.review
   if (detail.latest?.status === 'pending') pollSubmission()
   await openProject(`assignment:${props.assignmentId}`, async () => detail.template.map((f) => ({ ...f })), discardWork)
 }
 
+// ---------- 老师运行学生提交的程序 ----------
+const viewing = ref<{ studentName: string; username: string; assignmentTitle: string } | null>(null)
+
+async function loadSubmission() {
+  try {
+    const result = await api<{ files: SourceFile[]; studentName: string; username: string; assignmentTitle: string }>(
+      'GET',
+      `/api/teacher/submissions/${props.submissionId}`,
+    )
+    viewing.value = result
+    files.value = result.files
+    activeTab.value = forms.value[0]?.tab ?? files.value[0]?.path
+  } catch (e) {
+    message.error((e as Error).message)
+  }
+}
+
 async function submit() {
   if (!assignment.value || submitting.value) return
   submitting.value = true
@@ -227,7 +262,8 @@ function updateFile(path: string, content: string) {
 
 function filesChanged() {
   modified.value = true
-  scheduleSave()
+  // 老师试运行学生的提交时没有保存位置，不保存
+  if (workKey.value) scheduleSave()
 }
 
 // ---------- 新建、删除窗体 ----------
@@ -318,7 +354,11 @@ function run() {
 <template>
   <div class="page">
     <header class="toolbar">
-      <template v-if="assignmentId">
+      <template v-if="viewing">
+        <strong class="assignment-title">{{ viewing.studentName }}（{{ viewing.username }}）的提交：{{ viewing.assignmentTitle }}</strong>
+        <span class="deadline">可以运行和试改，改动不会保存</span>
+      </template>
+      <template v-else-if="assignmentId">
         <RouterLink to="/assignments" class="nav-link">← 我的作业</RouterLink>
         <strong class="assignment-title">{{ assignment?.title }}</strong>
         <span v-if="assignment?.deadline" class="deadline" :class="{ past: pastDeadline }">
@@ -348,18 +388,18 @@ function run() {
           提交
         </NButton>
         <NButton v-if="submission" size="small" quaternary @click="resultOpen = true">
-          {{ submission.status === 'pending' ? '评分中…' : submission.status === 'done' ? `得分 ${submission.autoScore} / ${autoTotal}` : '评分出错' }}
+          {{ scoreText }}
         </NButton>
       </template>
-      <NPopconfirm v-if="modified" positive-text="恢复" negative-text="取消" @positive-click="restoreOriginal">
+      <NPopconfirm v-if="modified && !viewing" positive-text="恢复" negative-text="取消" @positive-click="restoreOriginal">
         <template #trigger>
           <NButton quaternary size="small">{{ assignmentId ? '恢复到作业起点' : '恢复原始代码' }}</NButton>
         </template>
         {{ assignmentId ? '你在这个作业上写的代码将全部丢弃（已提交的不受影响），确定恢复吗？' : '你对这个示例的修改将全部丢弃，确定恢复吗？' }}
       </NPopconfirm>
-      <span class="save-state" :class="saveState">{{ SAVE_TEXT[saveState] }}</span>
+      <span v-if="!viewing" class="save-state" :class="saveState">{{ SAVE_TEXT[saveState] }}</span>
       <NTag :type="statusType">{{ STATUS_TEXT[state.status] }}</NTag>
-      <span v-if="!assignmentId" class="metrics">
+      <span v-if="!assignmentId && !viewing" class="metrics">
         编译 {{ state.metrics.compileMs }} ms · 启动 {{ state.metrics.startMs }} ms · 最近一次操作往返
         {{ state.metrics.lastRoundTripMs }} ms
       </span>
@@ -379,7 +419,7 @@ function run() {
       :title="`评分结果：${assignment.title}`"
       style="width: 560px; max-width: calc(100vw - 32px)"
     >
-      <GradeResultView :assignment="assignment" :submission="submission" />
+      <GradeResultView :assignment="assignment" :submission="submission" :review="review" />
     </NModal>
 
     <main class="workspace" :class="{ designing: activeForm }">
diff --git a/web/src/router.ts b/web/src/router.ts
index a5d2ee7..d48e4a5 100644
--- a/web/src/router.ts
+++ b/web/src/router.ts
@@ -1,4 +1,4 @@
-// 页面路由：登录页、实验页（自由练习和做作业共用）、学生的作业列表、老师的班级管理页。
+// 页面路由：登录页、实验页（自由练习、做作业、老师运行学生的提交共用）、学生的作业列表、老师的班级管理页和评阅页。
 import { createRouter, createWebHistory } from 'vue-router'
 import { apiHooks } from './api'
 import { currentUser } from './auth'
@@ -11,6 +11,18 @@ export const router = createRouter({
     { path: '/assignments', component: () => import('./pages/AssignmentsPage.vue') },
     { path: '/assignments/:id', component: () => import('./pages/WorkbenchPage.vue'), props: (route) => ({ assignmentId: String(route.params.id) }) },
     { path: '/teacher', component: () => import('./pages/TeacherPage.vue'), meta: { teacher: true } },
+    {
+      path: '/teacher/assignments/:id',
+      component: () => import('./pages/ReviewPage.vue'),
+      props: (route) => ({ assignmentId: String(route.params.id) }),
+      meta: { teacher: true },
+    },
+    {
+      path: '/teacher/submissions/:id/run',
+      component: () => import('./pages/WorkbenchPage.vue'),
+      props: (route) => ({ submissionId: String(route.params.id) }),
+      meta: { teacher: true },
+    },
     { path: '/:rest(.*)*', redirect: '/' },
   ],
 })
diff --git a/web/src/teacher/AssignmentsPanel.vue b/web/src/teacher/AssignmentsPanel.vue
index 92c6629..ada2420 100644
--- a/web/src/teacher/AssignmentsPanel.vue
+++ b/web/src/teacher/AssignmentsPanel.vue
@@ -1,23 +1,22 @@
 <script setup lang="ts">
-// 一个班的作业列表：布置、修改、删除作业，查看提交情况。
+// 一个班的作业列表：布置、修改、删除作业；点"已提交"进入评阅页。
 import { h, ref, watch } from 'vue'
+import { useRouter } from 'vue-router'
 import { NButton, NDataTable, NEmpty, useDialog, useMessage, type DataTableColumns } from 'naive-ui'
 import type { Assignment } from '@iot/shared'
 import { api } from '../api'
 import AssignmentDialog from './AssignmentDialog.vue'
-import SubmissionsDialog from './SubmissionsDialog.vue'
 
 type Row = Assignment & { studentCount: number; submittedCount: number }
 
 const props = defineProps<{ classId: number }>()
+const router = useRouter()
 const message = useMessage()
 const dialog = useDialog()
 
 const rows = ref<Row[]>([])
 const editorOpen = ref(false)
 const editing = ref<Assignment | null>(null)
-const submissionsOpen = ref(false)
-const viewing = ref<Assignment | null>(null)
 
 async function load() {
   rows.value = await api<Row[]>('GET', `/api/teacher/classes/${props.classId}/assignments`).catch((e: Error) => {
@@ -50,9 +49,8 @@ function remove(row: Row) {
   })
 }
 
-function showSubmissions(row: Row) {
-  viewing.value = row
-  submissionsOpen.value = true
+function review(row: Row) {
+  void router.push(`/teacher/assignments/${row.id}`)
 }
 
 const formatTime = (ms: number) =>
@@ -65,8 +63,9 @@ const columns: DataTableColumns<Row> = [
   {
     title: '已提交',
     key: 'submitted',
-    width: 120,
-    render: (r) => h(NButton, { text: true, type: 'primary', onClick: () => showSubmissions(r) }, () => `${r.submittedCount} / ${r.studentCount} 人`),
+    width: 150,
+    render: (r) =>
+      h(NButton, { text: true, type: 'primary', title: '查看提交、评阅', onClick: () => review(r) }, () => `${r.submittedCount} / ${r.studentCount} 人 · 评阅`),
   },
   {
     title: '操作',
@@ -89,7 +88,6 @@ const columns: DataTableColumns<Row> = [
     <NDataTable v-if="rows.length" :columns="columns" :data="rows" :row-key="(r: Row) => r.id" size="small" :bordered="false" />
     <NEmpty v-else description="还没有布置作业" class="empty" />
     <AssignmentDialog v-model:show="editorOpen" :class-id="classId" :editing="editing" @saved="load" />
-    <SubmissionsDialog v-model:show="submissionsOpen" :assignment="viewing" />
   </div>
 </template>
 
diff --git a/web/src/teacher/GradebookPanel.vue b/web/src/teacher/GradebookPanel.vue
new file mode 100644
index 0000000..6aaa4f0
--- /dev/null
+++ b/web/src/teacher/GradebookPanel.vue
@@ -0,0 +1,114 @@
+<script setup lang="ts">
+// 全班成绩表：每个学生在每个作业上的总分（自动评分 + 老师评分），点分数进入评阅页；可以导出给 Excel。
+import { computed, h, ref, watch } from 'vue'
+import { useRouter } from 'vue-router'
+import { NButton, NDataTable, NEmpty, useMessage, type DataTableColumns } from 'naive-ui'
+import { api } from '../api'
+import { downloadCsv } from './csv'
+
+interface Cell {
+  submitted: boolean
+  auto: number | null
+  manual: number | null
+  total: number | null
+}
+
+interface Gradebook {
+  assignments: { id: number; title: string; total: number }[]
+  students: { userId: number; username: string; name: string; scores: Record<number, Cell> }[]
+}
+
+type Row = Gradebook['students'][number]
+
+const props = defineProps<{ classId: number; className: string }>()
+const router = useRouter()
+const message = useMessage()
+const book = ref<Gradebook>({ assignments: [], students: [] })
+
+watch(
+  () => props.classId,
+  async (id) => {
+    book.value = await api<Gradebook>('GET', `/api/teacher/classes/${id}/gradebook`).catch((e: Error) => {
+      message.error(e.message)
+      return { assignments: [], students: [] }
+    })
+  },
+  { immediate: true },
+)
+
+const sum = (row: Row) => book.value.assignments.reduce((a, x) => a + (row.scores[x.id]?.total ?? 0), 0)
+const fullMarks = computed(() => book.value.assignments.reduce((a, x) => a + x.total, 0))
+
+/** 单元格：已提交显示总分（老师还没评阅时标"待评"），未提交显示"未交" */
+function cell(row: Row, assignmentId: number) {
+  const c = row.scores[assignmentId]
+  const open = () => router.push({ path: `/teacher/assignments/${assignmentId}`, query: { student: row.userId } })
+  if (!c?.submitted) return h('span', { class: 'missing' }, '未交')
+  return h(NButton, { text: true, type: 'primary', onClick: open }, () => (c.manual === null ? `${c.total}（待评）` : String(c.total)))
+}
+
+const columns = computed<DataTableColumns<Row>>(() => [
+  { title: '学号', key: 'username', fixed: 'left', width: 110, sorter: 'default' },
+  { title: '姓名', key: 'name', fixed: 'left', width: 80 },
+  ...book.value.assignments.map((a) => ({
+    title: `${a.title}（${a.total}）`,
+    key: `a${a.id}`,
+    minWidth: 120,
+    render: (row: Row) => cell(row, a.id),
+  })),
+  { title: `合计（${fullMarks.value}）`, key: 'sum', width: 110, sorter: (a: Row, b: Row) => sum(a) - sum(b), render: (row: Row) => String(sum(row)) },
+])
+
+function exportCsv() {
+  downloadCsv(`${props.className}-成绩表.csv`, [
+    ['学号', '姓名', ...book.value.assignments.map((a) => `${a.title}（${a.total}）`), `合计（${fullMarks.value}）`],
+    ...book.value.students.map((s) => [
+      `\t${s.username}`,
+      s.name,
+      ...book.value.assignments.map((a) => (s.scores[a.id]?.submitted ? s.scores[a.id].total : '未交')),
+      sum(s),
+    ]),
+  ])
+}
+</script>
+
+<template>
+  <div>
+    <div class="head">
+      <span class="tip">总分 = 最近一次提交的自动评分 + 老师评分；"待评"表示老师还没评阅，只含自动评分。</span>
+      <NButton size="small" :disabled="book.students.length === 0" @click="exportCsv">导出成绩表（CSV）</NButton>
+    </div>
+    <NDataTable
+      v-if="book.assignments.length"
+      :columns="columns"
+      :data="book.students"
+      :row-key="(r: Row) => r.userId"
+      size="small"
+      :scroll-x="400 + book.assignments.length * 130"
+    />
+    <NEmpty v-else description="还没有布置作业" class="empty" />
+  </div>
+</template>
+
+<style scoped>
+.head {
+  display: flex;
+  align-items: center;
+  gap: 12px;
+  margin-bottom: 8px;
+}
+
+.tip {
+  flex: 1;
+  color: #6b7280;
+  font-size: 12px;
+}
+
+:deep(.missing) {
+  color: #9ca3af;
+}
+
+.empty {
+  margin-top: 40px;
+}
+</style>
diff --git a/web/src/teacher/SubmissionsDialog.vue b/web/src/teacher/SubmissionsDialog.vue
deleted file mode 100644
index d4f397d..0000000
--- a/web/src/teacher/SubmissionsDialog.vue
+++ /dev/null
@@ -1,79 +0,0 @@
-<script setup lang="ts">
-// 一个作业的提交情况：全班每个学生最近一次提交的状态和自动评分得分。
-import { computed, h, ref, watch } from 'vue'
-import { NDataTable, NModal, NTag, type DataTableColumns } from 'naive-ui'
-import type { Assignment } from '@iot/shared'
-import { api } from '../api'
-
-interface Row {
-  userId: number
-  username: string
-  name: string
-  status: 'pending' | 'done' | 'error' | null
-  autoScore: number | null
-  submittedAt: number | null
-  count: number
-}
-
-const props = defineProps<{ show: boolean; assignment: Assignment | null }>()
-const emit = defineEmits<{ 'update:show': [show: boolean] }>()
-
-const rows = ref<Row[]>([])
-const autoTotal = computed(() => props.assignment?.scoring.auto.reduce((a, b) => a + b, 0) ?? 0)
-const submitted = computed(() => rows.value.filter((r) => r.status).length)
-
-watch(
-  () => props.show,
-  async (show) => {
-    if (show && props.assignment) rows.value = await api<Row[]>('GET', `/api/teacher/assignments/${props.assignment.id}/submissions`).catch(() => [])
-  },
-)
-
-const formatTime = (ms: number) =>
-  new Date(ms).toLocaleString('zh-CN', { month: 'numeric', day: 'numeric', hour: '2-digit', minute: '2-digit' })
-
-const columns = computed<DataTableColumns<Row>>(() => [
-  { title: '学号', key: 'username', sorter: 'default' },
-  { title: '姓名', key: 'name' },
-  {
-    title: '状态',
-    key: 'status',
-    render: (r) =>
-      r.status === null
-        ? h(NTag, { size: 'small' }, () => '未提交')
-        : r.status === 'pending'
-          ? h(NTag, { size: 'small', type: 'warning' }, () => '评分中')
-          : r.status === 'error'
-            ? h(NTag, { size: 'small', type: 'error' }, () => '评分出错')
-            : h(NTag, { size: 'small', type: 'success' }, () => '已评分'),
-  },
-  {
-    title: `自动评分（满分 ${autoTotal.value}）`,
-    key: 'autoScore',
-    sorter: (a, b) => (a.autoScore ?? -1) - (b.autoScore ?? -1),
-    render: (r) => (r.autoScore === null ? '—' : String(r.autoScore)),
-  },
-  { title: '提交次数', key: 'count' },
-  { title: '最后提交', key: 'submittedAt', render: (r) => (r.submittedAt ? formatTime(r.submittedAt) : '—') },
-])
-</script>
-
-<template>
-  <NModal
-    :show="show"
-    preset="card"
-    :title="`提交情况：${assignment?.title ?? ''}`"
-    style="width: 760px; max-width: calc(100vw - 32px)"
-    @update:show="emit('update:show', $event)"
-  >
-    <p class="summary">已提交 {{ submitted }} / {{ rows.length }} 人</p>
-    <NDataTable :columns="columns" :data="rows" :row-key="(r: Row) => r.userId" size="small" :max-height="480" />
-  </NModal>
-</template>
-
-<style scoped>
-.summary {
-  margin: 0 0 8px;
-  color: #4b5563;
-}
-</style>
diff --git a/web/src/teacher/conventions.test.ts b/web/src/teacher/conventions.test.ts
new file mode 100644
index 0000000..cf8bc11
--- /dev/null
+++ b/web/src/teacher/conventions.test.ts
@@ -0,0 +1,32 @@
+/// <reference types="bun" />
+import { expect, test } from 'bun:test'
+import { conventionHints } from './conventions'
+
+const designer = (fields: string) => ({ path: 'Form1.Designer.cs', content: `partial class Form1\n{\n${fields}\n}` })
+
+test('代码里用到的控件还是默认名字时提示；界面上的标签、教材的设备控件不提示', () => {
+  const files = [
+    designer(
+      [
+        'private System.Windows.Forms.Button button1;',
+        'private System.Windows.Forms.Label label1;',
+        'private System.Windows.Forms.TextBox txt_SendText;',
+        'private WinFormsDeviceControlLibrary.Lamp lamp1;',
+        'this.button1.Click += new System.EventHandler(this.button1_Click);',
+      ].join('\n'),
+    ),
+    { path: 'Form1.cs', content: 'void button1_Click()\n{\n    // 打开灯\n    lamp1.OnOff(true);\n    txt_SendText.Text = "";\n}' },
+  ]
+  expect(conventionHints(files)).toEqual([
+    { level: 'warn', text: '代码里用到的控件还是默认名字：button1（书上要求"控件缩写 + 有意义的英文"，如 btn_Open）' },
+    { level: 'info', text: '注释 1 行，代码 3 行' },
+  ])
+})
+
+test('没有注释时提示；Designer.cs 和 Program.cs 不算学生写的代码', () => {
+  const files = [
+    { path: 'Program.cs', content: '// 程序入口\nstatic void Main() { }' },
+    { path: 'Form1.cs', content: 'public Form1()\n{\n    InitializeComponent();\n}' },
+  ]
+  expect(conventionHints(files)).toEqual([{ level: 'warn', text: '没有写注释（代码 2 行）' }])
+})
diff --git a/web/src/teacher/conventions.ts b/web/src/teacher/conventions.ts
new file mode 100644
index 0000000..4763f9b
--- /dev/null
+++ b/web/src/teacher/conventions.ts
@@ -0,0 +1,46 @@
+// 规范提示：给老师评"注释、命名"时参考，不计分。
+// - 控件命名：在代码里用到、却还是默认名字（button1、textBox1……）的控件。书上要求"控件缩写 + 有意义的英文"，
+//   如 btn_Open；只放在界面上、代码里不用的标签、分组框可以保留默认名字（书上也是这样），
+//   教材自带的设备控件（lamp1、alarm1）书上就这样命名，也不提示。
+// - 注释：学生自己写的代码文件（不含 Designer.cs、Program.cs）里有多少行注释。
+import type { SourceFile } from '@iot/shared'
+
+export interface ConventionHint {
+  level: 'warn' | 'info'
+  text: string
+}
+
+const DEFAULT_NAME = /^(button|label|textBox|comboBox|checkBox|radioButton|listBox)\d+$/
+
+const studentCode = (files: SourceFile[]) => files.filter((f) => f.path.endsWith('.cs') && !f.path.endsWith('.Designer.cs') && f.path !== 'Program.cs')
+
+export function conventionHints(files: SourceFile[]): ConventionHint[] {
+  const hints: ConventionHint[] = []
+  const code = studentCode(files)
+  const codeText = code.map((f) => f.content).join('\n')
+
+  const designers = files.filter((f) => f.path.endsWith('.Designer.cs')).map((f) => f.content)
+  const controls = designers.flatMap((text) => [...text.matchAll(/^\s*private\s+[\w.]+\s+(\w+);/gm)].map((m) => m[1]))
+  // 绑定了事件（this.button1.Click += ...）或在代码里用到，就算"用到"
+  const withEvents = new Set(designers.flatMap((text) => [...text.matchAll(/this\.(\w+)\.\w+\s*\+=/g)].map((m) => m[1])))
+  const usedInCode = (name: string) => new RegExp(`(?<![\\w])${name}(?![\\w])`).test(codeText)
+  const defaults = controls.filter((name) => DEFAULT_NAME.test(name) && (withEvents.has(name) || usedInCode(name)))
+  if (defaults.length) {
+    hints.push({ level: 'warn', text: `代码里用到的控件还是默认名字：${defaults.join('、')}（书上要求"控件缩写 + 有意义的英文"，如 btn_Open）` })
+  }
+
+  let comments = 0
+  let lines = 0
+  for (const line of codeText.split('\n').map((l) => l.trim())) {
+    if (!line || line === '{' || line === '}' || line.startsWith('using ')) continue
+    if (line.startsWith('//') || line.startsWith('/*') || line.startsWith('*')) comments++
+    else {
+      lines++
+      if (line.includes('//')) comments++
+    }
+  }
+  if (lines > 0) {
+    hints.push(comments === 0 ? { level: 'warn', text: `没有写注释（代码 ${lines} 行）` } : { level: 'info', text: `注释 ${comments} 行，代码 ${lines} 行` })
+  }
+  return hints
+}
diff --git a/web/src/teacher/csv.ts b/web/src/teacher/csv.ts
new file mode 100644
index 0000000..c65a54d
--- /dev/null
+++ b/web/src/teacher/csv.ts
@@ -0,0 +1,14 @@
+// 下载 CSV：开头带 BOM，Excel 打开时中文不乱码。
+// 学号、密码等长数字前加制表符（cell 以 \t 开头），Excel 不会把它变成科学计数法。
+export function downloadCsv(filename: string, rows: (string | number | null)[][]) {
+  const quote = (value: string | number | null) => {
+    const cell = value === null ? '' : String(value)
+    return /[",\n]/.test(cell) ? `"${cell.replaceAll('"', '""')}"` : cell
+  }
+  const text = '' + rows.map((r) => r.map(quote).join(',')).join('\r\n') + '\r\n'
+  const link = document.createElement('a')
+  link.href = URL.createObjectURL(new Blob([text], { type: 'text/csv;charset=utf-8' }))
+  link.download = filename
+  link.click()
+  URL.revokeObjectURL(link.href)
+}