feat(aihr): add supervisor mistake aggregation

backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/domain/AihrPracticeDto.java

@@ -162,6 +162,17 @@ public final class AihrPracticeDto {
     ) {
     }
 
+    public record MistakeAggregateResponse(
+        String scenarioId,
+        String scenarioName,
+        String cause,
+        Integer count,
+        Integer affectedPeople,
+        Integer averageScore,
+        String latestTime
+    ) {
+    }
+
     public record DialogueResponse(String role, String label, String text, String audioUrl, Long audioOssId, Integer emotion, Integer trust, Boolean redFlag, String coachHint) {
         public DialogueResponse(String role, String label, String text) {
             this(role, label, text, "", null, null, null, null, "");
@@ -260,7 +271,8 @@ public final class AihrPracticeDto {
     public record PracticeTeamResponse(
         List<TeamMemberResponse> members,
         List<RecordResponse> records,
-        List<PracticeAssignmentResponse> assignments
+        List<PracticeAssignmentResponse> assignments,
+        List<MistakeAggregateResponse> mistakes
     ) {
     }
 

backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/service/AihrPracticeSeedService.java

@@ -26,6 +26,7 @@ import org.dromara.aihr.domain.AihrPracticeDto.PromptTemplateResponse;
 import org.dromara.aihr.domain.AihrPracticeDto.PromotionEvidenceResponse;
 import org.dromara.aihr.domain.AihrPracticeDto.RecordResponse;
 import org.dromara.aihr.domain.AihrPracticeDto.MistakeResponse;
+import org.dromara.aihr.domain.AihrPracticeDto.MistakeAggregateResponse;
 import org.dromara.aihr.domain.AihrPracticeDto.ReviewAdviceRequest;
 import org.dromara.aihr.domain.AihrPracticeDto.ReviewDetailResponse;
 import org.dromara.aihr.domain.AihrPracticeDto.RubricDimensionResponse;
@@ -799,12 +800,13 @@ public class AihrPracticeSeedService {
         TeamScope scope = teamScope(supervisorExtPartyId);
         int safeLimit = normalizeTeamLimit(limit);
         if (scope.scoped() && scope.extPartyIds().isEmpty()) {
-            return new PracticeTeamResponse(List.of(), List.of(), List.of());
+            return new PracticeTeamResponse(List.of(), List.of(), List.of(), List.of());
         }
         return new PracticeTeamResponse(
             practiceTeamMembers(scope),
             practiceTeamRecords(scope, safeLimit),
-            practiceTeamAssignments(scope, safeLimit)
+            practiceTeamAssignments(scope, safeLimit),
+            practiceTeamMistakes(scope, safeLimit)
         );
     }
 
@@ -920,6 +922,57 @@ public class AihrPracticeSeedService {
         return jdbcTemplate.query(sql, this::mapAssignment, args.toArray());
     }
 
+    private List<MistakeAggregateResponse> practiceTeamMistakes(TeamScope scope, int limit) {
+        ensurePracticeTable();
+        List<Object> args = new ArrayList<>();
+        args.add(TENANT_ID);
+        StringBuilder where = new StringBuilder("WHERE tenant_id = ? AND mode = 'mobile' AND finished_time IS NOT NULL");
+        if (scope.scoped()) {
+            where.append(" AND ext_party_id IN (").append(inClause(scope.extPartyIds().size())).append(")");
+            args.addAll(scope.extPartyIds());
+        }
+        args.add(limit);
+        String sql = """
+            SELECT scenario_id,
+                   scenario_name,
+                   cause,
+                   COUNT(*) AS mistake_count,
+                   COUNT(DISTINCT NULLIF(ext_party_id, '')) AS affected_people,
+                   ROUND(AVG(COALESCE(total_score, 0))) AS average_score,
+                   MAX(finished_time) AS latest_time
+            FROM (
+                SELECT scenario_id,
+                       COALESCE(NULLIF(scenario_name, ''), '场景训练') AS scenario_name,
+                       ext_party_id,
+                       total_score,
+                       finished_time,
+                       CASE
+                         WHEN dialogue_json LIKE '%%"redFlag":true%%' THEN '红线话术'
+                         WHEN COALESCE(dim_emotion, 100) < 60 THEN '情绪承接'
+                         WHEN COALESCE(dim_compliance, 100) < 60 THEN '流程合规'
+                         ELSE '综合得分不足'
+                       END AS cause
+                FROM aihr_practice_session
+                %s
+                  AND (total_score < 80 OR dialogue_json LIKE '%%"redFlag":true%%')
+            ) mistake_rows
+            GROUP BY scenario_id, scenario_name, cause
+            ORDER BY mistake_count DESC, latest_time DESC, scenario_name, cause
+            LIMIT ?
+            """.formatted(where);
+        return jdbcTemplate.query(sql, (rs, rowNum) -> new MistakeAggregateResponse(
+            rs.getString("scenario_id"),
+            firstNonBlank(rs.getString("scenario_name"), "场景训练"),
+            firstNonBlank(rs.getString("cause"), "综合得分不足"),
+            rs.getInt("mistake_count"),
+            rs.getInt("affected_people"),
+            rs.getInt("average_score"),
+            rs.getTimestamp("latest_time") == null
+                ? ""
+                : rs.getTimestamp("latest_time").toLocalDateTime().format(TIME_FORMATTER)
+        ), args.toArray());
+    }
+
     public List<RecordResponse> pendingReviewRecords(int limit) {
         return pendingReviewRecords("", "", "", limit);
     }

docs/API_INTEGRATION.md

@@ -17,7 +17,7 @@
 | 移动端手机号登录 | `GET /resource/sms/code`、`POST /auth/mobile/sms-login` | 已复用 sms4j 阿里云配置 `config1` 和 RuoYi `sms` 授权策略；短信发送成功后才写 Redis 验证码；手机号不存在时自动注册 `app_user`；`aihr.sms.dev-fixed-code` 非空时不真发短信、验证码固定（dev 默认 `123456`，prod profile 代码级强制失效） |
 | 用户侧三端首页 `mobile-uni` hash 路由；旧 `/h5/user`、`/h5/candidate`、`/h5/supervisor` 兼容重定向 | `GET /api/aihr/mobile/home/{role}` | 已接入员工、候选人、主管首页公开只读 API；移动端本地 fallback 保演示 |
 | 移动端登录后角色识别 | `GET /api/aihr/mobile/me` | 认证后按手机号匹配组织快照；`position_level` 为“主管/项目经理”时进入主管端，否则进入员工端；接口失败回退员工端 |
-| 移动端员工训练与主管复盘闭环 | 员工复用 `POST /api/train/practice/start`、`/turn`、`/finish`，查询 `GET /api/aihr/mobile/practice/history`、`/practice/mistakes`、`/profile`；训练完成后提交 `POST /api/aihr/mobile/practice/satisfaction`；主管查询 `GET /api/aihr/mobile/practice/team`、`/practice/alerts`、`/practice/reviews`、`/practice/reviews/{id}`，标记 `POST /api/aihr/mobile/practice/reviews/{id}/reviewed`，指派 `POST /api/aihr/mobile/practice/assignments` | 员工端登录后带 `Authorization` 与 `clientid` 调用；`mode=mobile` 完成后写入 `aihr_practice_session`。满意度接口只接受本人已完成训练的 1-5 分，意见脱敏后落库，未填写不补默认值。错题本按员工本人聚合低分/红线回合，并关联已有 `retry` assignment，不伪造错题结论。主管接口以后端当前登录手机号映射在职组织快照，仅允许岗位为“主管/项目经理”的账号，并按租户和项目范围返回真实成员、全状态训练记录及非 daily 专项；普通员工返回“无主管权限”。复盘标记只允许首次 `待复盘 -> 已复盘` 创建后续专项，并发重复提交幂等；可带 `incentivePoint` 写入贡献度 |
+| 移动端员工训练与主管复盘闭环 | 员工复用 `POST /api/train/practice/start`、`/turn`、`/finish`，查询 `GET /api/aihr/mobile/practice/history`、`/practice/mistakes`、`/profile`；训练完成后提交 `POST /api/aihr/mobile/practice/satisfaction`；主管查询 `GET /api/aihr/mobile/practice/team`、`/practice/alerts`、`/practice/reviews`、`/practice/reviews/{id}`，标记 `POST /api/aihr/mobile/practice/reviews/{id}/reviewed`，指派 `POST /api/aihr/mobile/practice/assignments` | 员工端登录后带 `Authorization` 与 `clientid` 调用；`mode=mobile` 完成后写入 `aihr_practice_session`。满意度接口只接受本人已完成训练的 1-5 分，意见脱敏后落库，未填写不补默认值。错题本按员工本人聚合低分/红线回合，并关联已有 `retry` assignment，不伪造错题结论。主管 `/practice/team` 在同一项目权限范围内额外返回 `mistakes` 聚合，按场景/归因统计次数、影响人数、平均分和最近发生时间；普通员工返回“无主管权限”。主管接口以后端当前登录手机号映射在职组织快照，仅允许岗位为“主管/项目经理”的账号，并按租户和项目范围返回真实成员、全状态训练记录及非 daily 专项。复盘标记只允许首次 `待复盘 -> 已复盘` 创建后续专项，并发重复提交幂等；可带 `incentivePoint` 写入贡献度 |
 | 移动端候选人闭环 | 页面拆为 `/pages/candidate/index/index`、`/interview/index`、`/materials/index`、`/progress/index`、`/study/index`；面试复用 `POST /api/recruit/interview/start`、`/answer`、`/finish` 和 `GET /records`；资料 `POST/GET /api/aihr/mobile/candidate/materials`；预习 `POST /api/knowledge/search`；HR 审核 `GET /api/aihr/hr/candidate/materials`、`POST /api/aihr/hr/candidate/materials/{id}/review` | 候选人端登录后带 `Authorization` 与 `clientid` 调用；首页只按当前手机号对应的真实面试记录和最新资料状态分流，不读取公开 home seed。APP 候选人身份以后端登录手机号为准，前端 `candidateId/candidateName` 只作非 APP 场景兼容参数；面试拉题/评分走真实模型优先；资料写 `sys_oss`/MinIO 和 `aihr_candidate_material`，HR 审核后进度页同步三态；岗前预习查询正式 SOP，不兜前端示例答案 |
 
 ## 后端落点

docs/BRD_IMPLEMENTATION_AUDIT.md

@@ -36,7 +36,7 @@
 |---|---|---|---|
 | 岗位-SOP匹配与上岗资格 gating | 3.1、4.2、TechSpec P1 | 已补 `GET /api/knowledge/position-sop` 和员工学习页状态提示：一期只确认生活顾问内置学习导航；尚无 `sop_applicability`、`onboard_task`、`qualification_gate` 正式数据闭环，不能作为上岗资格判断 | 先接正式岗位/项目与 SOP 适用范围数据，再补培训任务状态；资格 gating 必须由 HR 明确规则和证据来源后实现 |
 | 认证等级与激励规则可配置 | 4.5、10.2-A、TechSpec M6 | 成长激励页已有初/中/高级证据包和学分口径展示，但规则仍是前端硬编码；原“排行榜”开关无实际业务作用，已移除并明确标记只读；尚无 `cert_rule`/`incentive_rule` 的持久化、版本、角色权限和生效记录 | 先由 HR 确认学分来源、分值、防刷和初/中/高级条件，再设计规则表与管理员 CRUD；在规则契约明确前，不把静态展示称为可配置 |
-| 智能错题本 | 3.1、4.4、TechSpec P1 | 已补 `/api/aihr/mobile/practice/mistakes` 和员工“学”页错题本：按本人聚合低分/红线回合，展示原因、分数、再练状态，支持按现有归因筛选，并可跳已有 retry assignment；尚未做独立错题表和主管侧聚合 | 后续复用现有 session/assignment/annotation 补复盘详情关联和主管侧聚合，不新增独立错题事实表 |
+| 智能错题本 | 3.1、4.4、TechSpec P1 | 已补员工本人错题本和主管 `/api/aihr/mobile/practice/team` 内的 `mistakes` 聚合：按当前项目权限统计场景、归因、次数、影响人数、平均分和最近发生时间，员工端仍可跳已有 retry assignment；不新增独立错题事实表 | 继续用正式组织快照和试点窗口验证主管只看到本项目数据；后续可在真实错题量上来后补趋势/导出，不把本地演示样本当正式指标 |
 | 案例学习/视频详情 | 3.1、4.6、矩阵第35行 | `AihrCaseService` 当前用内存 `CaseState` + `aihr_case_record` 保存转写/摘要，没有稳定 media URL、学习点、主管点评和案例详情 API；仓库也没有可用于一期验收的预渲染样片资产 | 先由业务提供样片或正式媒体 URL，并确定案例详情、学习点、主管点评字段，再扩持久化契约和权限；没有真实媒体 URL 时不造播放按钮 |
 | 案例库质量与数量 | L1-B、4.6/4.7 | 上传/整理/筛选路径已有；“至少20条脱敏案例”和每周每项目一条需要正式数据证明，当前也没有可用于一期样片验收的真实视频资产 | 先按项目窗口采集并脱敏检查，再补案例统计/学习详情导出；不使用空壳视频或演示 seed 冒充 |
 | RAG 可用率与知识治理 | 4.7、L1-C、G3 | 搜索、引用、反馈、知识缺口和人工评审入口已有；本轮已让员工反馈保存同一次搜索的 `reviewId`，但尚未保存模型/提示词答案版本；住宅核心流程覆盖率与可用率仍需正式评审数据，不能宣称完成逐问答全链路追溯 | 下一步由业务确认答案版本口径，再把 `prompt_version`/检索批次纳入评审批次；先用当前 `reviewId + query + fragment` 做可追溯统计，不伪造模型版本 |

docs/FIGMA_IMPLEMENTATION_MATRIX.md

@@ -96,7 +96,7 @@
 | 44 | 结论/行动项结果 | `87:815` | — | 未实现 | 未修正，阶段二 |
 | 45 | 摘要/可编辑文字生成 | `87:865` | — | 未实现 | 未修正，阶段二 |
 | 46 | 员工工作量化看板 | `89:9` | `frontend/src/views/competency/growth.vue` | 按二期计划已实现；按 Figma 部分对齐 | 已有训练时长、贡献度、测评分、等级、证据包、预警和派发；完整三期量化指标暂不补 |
-| 47 | 主管团队量化看板 | `89:776` | `mobile-uni/src/pages/supervisor/team/index.vue` | 按二期计划已实现；按 Figma 部分对齐 | 已有团队成员、风险、训练记录和成长证据；完整团队经营指标需正式组织数据 |
+| 47 | 主管团队量化看板 | `89:776` | `mobile-uni/src/pages/supervisor/team/index.vue` | 按二期计划已实现；按 Figma 部分对齐 | 已有团队成员、风险、训练记录、成长证据和按项目范围聚合的团队错题本；完整团队经营指标仍需正式组织数据 |
 | 48 | HR/运营绩效看板 | `90:2` | — | 未实现 | 未修正，三期 |
 | 49 | 工作积分排行榜 | `90:91` | — | 未实现 | 未修正，三期 |
 | 50 | 等级/晋升条件/进度 | `90:867` | `frontend/src/views/competency/growth.vue` | 按二期计划已实现；按 Figma 部分对齐 | 已有初/中/高级成长路径和评级证据包；正式晋升申请/审核属于后续范围 |

mobile-uni/src/pages/supervisor/team/index.vue

@@ -46,6 +46,27 @@
         </view>
       </view>
 
+      <view class="panel mistake-panel">
+        <view class="section-head">
+          <text class="panel-title">团队错题本</text>
+          <text class="muted">按项目范围聚合</text>
+        </view>
+        <view v-if="mistakes.length" class="mistake-list">
+          <view v-for="item in mistakes" :key="`${item.scenarioId}-${item.cause}`" class="mistake-row">
+            <view class="mistake-main">
+              <view class="mistake-title-row">
+                <text class="mistake-title">{{ item.scenarioName }}</text>
+                <text class="mistake-count">{{ item.count }} 次</text>
+              </view>
+              <text class="mistake-cause">{{ item.cause }} · {{ item.affectedPeople }} 名成员 · 平均 {{ item.averageScore }} 分</text>
+              <text class="mistake-time">最近发生 {{ item.latestTime || '暂无时间' }}</text>
+            </view>
+            <button class="secondary-button mistake-action" @click="openReviews">去待复盘</button>
+          </view>
+        </view>
+        <view v-else class="empty compact-empty">暂无团队错题记录</view>
+      </view>
+
       <view class="panel team-panel">
         <view class="section-head">
           <text class="panel-title">成员列表</text>
@@ -120,7 +141,7 @@
 <script setup lang="ts">
 import { computed, ref } from 'vue';
 import { onShow } from '@dcloudio/uni-app';
-import type { PracticeAssignment, PracticeRecord, PracticeTeamMember } from '@/types/api';
+import type { PracticeAssignment, PracticeMistakeAggregate, PracticeRecord, PracticeTeamMember } from '@/types/api';
 import { clearAuth, isLoggedIn, rememberLoginRedirect } from '@/services/auth';
 import { resetPageScroll } from '@/services/navigation';
 import { getPracticeTeamSnapshot } from '@/services/practice';
@@ -136,6 +157,7 @@ const currentPath = '/pages/supervisor/team/index';
 const records = ref<PracticeRecord[]>([]);
 const assignments = ref<PracticeAssignment[]>([]);
 const members = ref<PracticeTeamMember[]>([]);
+const mistakes = ref<PracticeMistakeAggregate[]>([]);
 const loggedIn = ref(false);
 const accessDenied = ref(false);
 const loading = ref(false);
@@ -161,6 +183,7 @@ const clearData = () => {
   records.value = [];
   assignments.value = [];
   members.value = [];
+  mistakes.value = [];
   selectedMember.value = null;
 };
 
@@ -201,6 +224,7 @@ const loadPage = async () => {
     records.value = snapshot.records;
     assignments.value = snapshot.assignments;
     members.value = snapshot.members;
+    mistakes.value = snapshot.mistakes ?? [];
   } catch (error) {
     handleRequestError(error, '团队画像加载失败');
   } finally {
@@ -223,6 +247,10 @@ const selectMember = (member: TeamProfile) => {
   selectedMember.value = selectedMember.value?.key === member.key ? null : member;
 };
 
+const openReviews = () => {
+  uni.navigateTo({ url: '/pages/supervisor/reviews/index' });
+};
+
 const goLogin = () => {
   rememberLoginRedirect(currentPath);
   uni.redirectTo({ url: '/pages/auth/login/index' });
@@ -340,6 +368,77 @@ onShow(() => {
   color: var(--employee-primary);
 }
 
+.mistake-panel {
+  margin-top: 14px;
+}
+
+.mistake-list {
+  margin-top: 8px;
+}
+
+.mistake-row {
+  display: flex;
+  align-items: center;
+  justify-content: space-between;
+  gap: 10px;
+  padding: 12px 0;
+  border-bottom: 1px solid #e5edf7;
+}
+
+.mistake-row:last-child {
+  border-bottom: 0;
+}
+
+.mistake-main {
+  min-width: 0;
+  flex: 1;
+}
+
+.mistake-title-row {
+  display: flex;
+  align-items: center;
+  justify-content: space-between;
+  gap: 8px;
+}
+
+.mistake-title,
+.mistake-cause,
+.mistake-time {
+  display: block;
+}
+
+.mistake-title {
+  overflow: hidden;
+  color: var(--employee-text);
+  font-size: 14px;
+  font-weight: 900;
+  text-overflow: ellipsis;
+  white-space: nowrap;
+}
+
+.mistake-count {
+  flex: 0 0 auto;
+  color: #b91c1c;
+  font-size: 13px;
+  font-weight: 900;
+}
+
+.mistake-cause,
+.mistake-time {
+  margin-top: 5px;
+  color: var(--employee-muted);
+  font-size: 11px;
+  line-height: 1.4;
+}
+
+.mistake-action {
+  min-width: 64px;
+  min-height: 34px;
+  flex: 0 0 auto;
+  padding: 0 8px;
+  font-size: 12px;
+}
+
 .team-list {
   margin-top: 8px;
 }

mobile-uni/src/types/api.ts

@@ -224,6 +224,16 @@ export interface PracticeMistake {
   summary: string;
 }
 
+export interface PracticeMistakeAggregate {
+  scenarioId: string;
+  scenarioName: string;
+  cause: string;
+  count: number;
+  affectedPeople: number;
+  averageScore: number;
+  latestTime: string;
+}
+
 export interface PracticeTeamMember {
   extPartyId: string;
   name: string;
@@ -233,6 +243,7 @@ export interface PracticeTeamSnapshot {
   members: PracticeTeamMember[];
   records: PracticeRecord[];
   assignments: PracticeAssignment[];
+  mistakes: PracticeMistakeAggregate[];
 }
 
 export interface ReviewDialogue {

scripts/demo-check.sh

@@ -340,6 +340,9 @@ contains frontend/src/api/aihr/practice.ts "/api/aihr/prompt-templates"
 contains backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/controller/AihrPracticeController.java "/api/train/practice"
 contains backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/controller/AihrPromptTemplateController.java "/api/aihr/prompt-templates"
 contains backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/service/AihrPracticeSeedService.java "mobileCompletedCount"
+contains backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/domain/AihrPracticeDto.java "MistakeAggregateResponse"
+contains mobile-uni/src/pages/supervisor/team/index.vue "团队错题本"
+contains mobile-uni/src/types/api.ts "PracticeMistakeAggregate"
 contains backend/ruoyi-modules/ruoyi-aihr/src/main/java/org/dromara/aihr/controller/AihrMobileController.java "/practice/mistakes"
 contains mobile-uni/src/pages/user/learning/index.vue "错题本"
 contains mobile-uni/src/pages/user/learning/index.vue "mistakeFilters"