feat(management): 驾驶舱KPI环比(prev_kpis+delta)+异常卡带员工名跳详情+列表进详情带筛选

Co-Authored-By: Claude Code <noreply@anthropic.com>

yunke-server/app/api/routers/management.py

@@ -184,6 +184,26 @@ async def management_dashboard(
         "lifecycle": lifecycle,
     }
 
+    # ---- 前窗环比基线(批次D):prev 窗全员一次 period_metrics,聚合式与
+    # kpis 完全同式(活跃客户=Σactive_friends、活跃员工=天数>0 计数、
+    # msg_total=Σ(sent+recv)、cust_threads=Σ)。lifecycle(期末存量)与
+    # 通话(全渠道口径,表无渠道维)不加环比——期末/混合口径的环比意义弱。
+    ps, pe = prev_window(start, end)
+    prev_pms = list((await period_metrics(session, ps, pe, ch)).values())
+    prev_kpis = {
+        # 全员求和口径同 kpis(跨员工共享客户可能重复计)
+        "active_customers": sum(p.active_friends for p in prev_pms),
+        "active_employees": sum(1 for p in prev_pms if p.days_with_data > 0),
+        "msg_total": sum(p.msg_sent + p.msg_recv for p in prev_pms),
+        "cust_threads": sum(p.cust_threads for p in prev_pms),
+    }
+    # 前窗无消息(prev=0)不算环比——None 而非 0/负∞
+    prev_msg = prev_kpis["msg_total"]
+    msg_delta = (
+        round((kpis["msg_total"] - prev_msg) / prev_msg, 3)
+        if prev_msg > 0 else None
+    )
+
     # ---- 维度分布(全员 score_employee 的维度状态计数) ----
     dim_summary: dict[str, dict] = {}
     for a in assembled.values():
@@ -207,7 +227,13 @@ async def management_dashboard(
         )
 
     # ---- 异常汇总:critical 先、warning 后,同 severity 按 affected desc ----
-    anomalies = [a for data in assembled.values() for a in data["anomalies"]]
+    # dashboard 卡片 enrich employee_name(staff 名,assemble 已在手)供前端
+    # 跳员工详情;员工详情端点的 anomalies 不带(自指无意义)
+    anomalies = [
+        {**a, "employee_name": data["name"]}
+        for data in assembled.values()
+        for a in data["anomalies"]
+    ]
     sev_rank = {"critical": 0, "warning": 1}
     anomalies.sort(key=lambda a: (
         sev_rank.get(a["severity"], 9),
@@ -222,6 +248,8 @@ async def management_dashboard(
         "metric_version": METRIC_VERSION,
         "config_source": config_source,
         "kpis": kpis,
+        "prev_kpis": prev_kpis,
+        "msg_delta": msg_delta,
         "communication_trend": comm_trend,
         "service_trend": service_trend,
         "lifecycle": lifecycle,

yunke-server/tests/test_management_api.py

@@ -5,7 +5,8 @@
   page_size>100)、404(employees/{ghost}、drilldown 员工不存在);
 - dashboard 各段齐全与关键数值(kpis/communication_trend/service_trend/
   lifecycle/dimension_summary/anomalies/action_summary/data_as_of/
-  metric_version);
+  metric_version);批次D 补:prev_kpis 环比块+msg_delta(含前窗零数据
+  →None)与 anomalies employee_name enrich(详情端点不带);
 - employees:默认分页 20/total/critical 优先默认排序/channel=wechat 时
   whatsapp-only 员工消失/keyword/status/min_days 不足→insufficient_sample;
 - detail:账号清单+metrics 全字段+score 完整明细+anomalies+prev/baseline;
@@ -280,6 +281,15 @@ async def test_dashboard_structure_and_kpis(make_client):
                                  "reactivated": 5}
     assert k["lifecycle"] == body["lifecycle"]
 
+    # 前窗环比(批次D):prev 窗 0827-0831 与基线窗种子重叠——
+    # u1(14+14)×5 + u2(5+5)×5 = 190;宽表无 active_friends/串列 → 0
+    pk = body["prev_kpis"]
+    assert set(pk) == {"active_customers", "active_employees",
+                       "msg_total", "cust_threads"}
+    assert pk == {"active_customers": 0, "active_employees": 2,
+                  "msg_total": 190, "cust_threads": 0}
+    assert body["msg_delta"] == round((155 - 190) / 190, 3)  # -0.184
+
     # 趋势逐日 5 点;0901 = u1(1)+u2(20)+u3(10) 消息,宽表 active 合计 8,通话 2
     trend = body["communication_trend"]
     assert [t["day"] for t in trend] == [20260901 + i for i in range(5)]
@@ -306,17 +316,39 @@ async def test_dashboard_structure_and_kpis(make_client):
         assert d["scored_count"] + d["insufficient_count"] + d["pending_count"] == 3
         assert "avg_score" in d
 
-    # 异常:critical 在前(u2),warning 其后按 affected_count desc
+    # 异常:critical 在前(u2),warning 其后按 affected_count desc;
+    # dashboard 卡片 enrich employee_name(批次D,前端跳员工详情用)
     anoms = body["anomalies"]
     assert anoms[0]["severity"] == "critical"
     assert anoms[0]["employee_user_id"] == "u2"
+    assert anoms[0]["employee_name"] == "李四"
     assert all(a["severity"] == "critical" for a in anoms[:1])
     assert all(a["severity"] == "warning" for a in anoms[1:])
+    assert all(a["employee_name"] == "张三" for a in anoms[1:])
 
     assert body["action_summary"] == {"unreplied_2h": 1, "churn_real_30d": 0,
                                       "sensitive_pending": 0}
 
 
+async def test_dashboard_prev_zero_no_delta(make_client):
+    """前窗无数据(whatsapp 视图前窗零宽表)→ prev_kpis 四键全 0、
+    msg_delta None(prev=0 不算环比,None 而非 0/负∞)。"""
+    async def seed(s):
+        await _seed_common(s)
+
+    client = await make_client(seed)
+    r = await client.get("/api/management/dashboard",
+                         params={"channel": "whatsapp", "start": START,
+                                 "end": END})
+    assert r.status_code == 200
+    body = r.json()
+    assert body["kpis"]["msg_total"] == 50  # 仅 u3 的 whatsapp 宽表
+    assert body["prev_kpis"] == {"active_customers": 0,
+                                 "active_employees": 0, "msg_total": 0,
+                                 "cust_threads": 0}
+    assert body["msg_delta"] is None
+
+
 # ---------------------------------------------------------------- employees
 
 
@@ -501,9 +533,11 @@ async def test_employee_detail_full(make_client):
     assert body["score"]["metrics_detail"]["reply_2h_rate"]["value"] == 0.2
     assert body["score"]["metrics_detail"]["fr_p90_ms"]["baseline"] == 60_000
     # anomalies + prev/baseline 原始值(prev 窗 0827-0831 与基线窗重叠:
-    # 5 天 × msg_sent 14 = 70)
+    # 5 天 × msg_sent 14 = 70);详情端点 anomalies 不带 employee_name
+    # (自指无意义,仅 dashboard enrich)
     assert len(body["anomalies"]) == 2
     assert all(a["severity"] == "warning" for a in body["anomalies"])
+    assert all("employee_name" not in a for a in body["anomalies"])
     assert body["prev"]["msg_sent"] == 70
     assert body["baseline"]["msg_sent"] == 70
     assert body["data_as_of"] == _ts(2026, 9, 3, 9, 0)

yunkes/src/api/management.ts

@@ -26,6 +26,8 @@ export interface SvcTrendPoint { day: number; fr_p50_ms: number | null; fr_p90_m
 export interface DimSummary { [dim: string]: { name: string; weight: number; scored_count: number; pending_count: number; insufficient_count: number; avg_score: number | null } }
 export interface AnomalyCard {
   rule_code: string; severity: 'critical' | 'warning'; employee_user_id: string
+  // dashboard 端点 enrich(批次D,跳员工详情用);员工详情端点不带
+  employee_name?: string
   title: string; current_value: number; baseline_value: number | null; unit: string
   sample_size: number; affected_count: number; reason: string
   drilldown: { type: string; query: { metric_code?: string; user_id?: string } }
@@ -34,6 +36,9 @@ export interface AnomalyCard {
 export interface DashboardResp {
   scope: MgmtScope; data_as_of: number | null; metric_version: string; config_source: 'db' | 'default'
   kpis: Kpis
+  // 前窗环比块(批次D):prev 窗同式聚合;可选防御旧缓存响应
+  prev_kpis?: Pick<Kpis, 'active_customers' | 'active_employees' | 'msg_total' | 'cust_threads'>
+  msg_delta?: number | null // (msg_total-prev)/prev,prev=0 → null;客户端三卡自算,此键备用
   communication_trend: CommTrendPoint[]
   service_trend: SvcTrendPoint[]
   lifecycle: Kpis['lifecycle']

yunkes/src/components/management/AnomalyList.vue

@@ -14,6 +14,13 @@
     <el-table-column label="异常" min-width="240">
       <template #default="{ row }">
         <div class="cell-title">{{ row.title }}</div>
+        <div v-if="showEmployee" class="cell-emp">
+          <el-link
+            type="primary"
+            :underline="false"
+            @click.stop="goEmployee(row)"
+          >{{ row.employee_name || row.employee_user_id.slice(0, 8) }}</el-link>
+        </div>
         <div class="cell-sub">{{ row.reason }}</div>
       </template>
     </el-table-column>
@@ -43,16 +50,17 @@
 </template>
 
 <script setup lang="ts">
-// 异常榜(批次C 驾驶舱):后端 AnomalyCard[] 平铺表——级别 tag/标题+原因
+// 异常榜(批次C 驾驶舱):后端 AnomalyCard[] 平铺表——级别 tag/标题+员工行
-// 双行/单位感知当前值+基线/样本/影响(≥50 红显)/建议动作。行 click 打开
+// (showEmployee,批次D:employee_name 链接→员工详情,.stop 防触发行下钻)
+// +原因/单位感知当前值+基线/样本/影响(≥50 红显)/建议动作。行 click 打开
 // 下钻抽屉(emit drill,抽屉自治加载);critical 整行淡红底提示优先处置。
 // 纯展示+事件,不取数。
+import { useRoute, useRouter } from 'vue-router'
 import { formatMsDuration, formatRatio } from '@/utils/format'
 import type { AnomalyCard } from '@/api/management'
 
-// showEmployee(默认 true):D3 驾驶舱异常榜将在标题下加员工行(employee_name
+// showEmployee(默认 true):驾驶舱异常榜显示员工行;员工详情页复用本组件
-// 链接→员工详情);员工详情页复用本组件时传 false 免自链接——prop 先行落位
+// 传 false(自指链接无意义)
-// (批次D2),员工行的渲染随 D3 接上。
 withDefaults(
   defineProps<{
     anomalies: AnomalyCard[]
@@ -66,6 +74,18 @@ const emit = defineEmits<{
   (e: 'drill', card: AnomalyCard): void
 }>()
 
+const route = useRoute()
+const router = useRouter()
+
+// 员工链接:带当前 URL query(channel/start/end/compare 随行,与列表
+// goDetail 带窗进详情同语义);detail 页对白名单外 query 键不敏感
+function goEmployee(row: AnomalyCard): void {
+  router.push({
+    path: `/management/employees/${row.employee_user_id}`,
+    query: route.query,
+  })
+}
+
 // 单位感知格式化:ms→时长,0-1→比率,其余千分位(与指标口径字典 unit 对齐)
 function formatValue(v: number, unit: string): string {
   if (unit === 'ms') return formatMsDuration(v)
@@ -96,6 +116,14 @@ function onRowClick(row: AnomalyCard): void {
   font-size: 13px;
   color: var(--el-text-color-primary);
 }
+.cell-emp {
+  font-size: 12px;
+  margin-top: 2px;
+  line-height: 1.4;
+}
+.cell-emp .el-link {
+  font-size: 12px;
+}
 .cell-sub {
   font-size: 12px;
   color: var(--el-text-color-secondary);

yunkes/src/components/management/ManagementKpiCard.vue

@@ -4,14 +4,18 @@
     <div class="kpi-value" :class="{ danger }">
       {{ valueText }}<span v-if="unit && value !== null" class="kpi-unit">{{ unit }}</span>
     </div>
+    <div v-if="deltaText" class="kpi-delta" :class="deltaClass">
+      环比{{ deltaText }}
+    </div>
     <div v-if="hint" class="kpi-hint">{{ hint }}</div>
   </el-card>
 </template>
 
 <script setup lang="ts">
 // 经营管理 KPI 卡:label 上小灰字 + 主值大号字(千分位/unit 后缀/danger 红)
-// + hint 下小灰字。to 存在时整卡可点(hover 手型)跳转——纯展示+导航,
+// + 环比行(批次D,delta prop)+ hint 下小灰字。to 存在时整卡可点
-// 不取数。null 值语义(无样本)显 `--`,由父级决定传 null。
+// (hover 手型)跳转——纯展示+导航,不取数。null 值语义(无样本)显 `--`,
+// 由父级决定传 null。
 import { computed } from 'vue'
 import { useRouter } from 'vue-router'
 
@@ -22,12 +26,26 @@ const props = defineProps<{
   hint?: string
   to?: string
   danger?: boolean
+  // 较前窗环比 (cur-prev)/prev:null/undefined/NaN(前窗缺数据)不显示。
+  // 只支持升好语义(升绿↓红)——本批接入三卡(活跃客户/活跃员工/消息量)
+  // 均为越高越好;将来若有降好指标(如首响时长)需先加方向语义位
+  delta?: number | null
 }>()
 
 const router = useRouter()
 
 const valueText = computed(() => (props.value === null ? '--' : props.value.toLocaleString()))
 
+const deltaText = computed(() => {
+  if (props.delta == null || !Number.isFinite(props.delta)) return null
+  const arrow = props.delta > 0 ? '↑' : props.delta < 0 ? '↓' : '→'
+  return `${arrow}${(Math.abs(props.delta) * 100).toFixed(1)}%`
+})
+const deltaClass = computed(() =>
+  props.delta == null || !Number.isFinite(props.delta)
+    ? ''
+    : props.delta > 0 ? 'up' : props.delta < 0 ? 'down' : 'flat')
+
 function onClick(): void {
   if (props.to) router.push(props.to)
 }
@@ -56,6 +74,19 @@ function onClick(): void {
   color: var(--el-text-color-secondary);
   margin-left: 2px;
 }
+.kpi-delta {
+  font-size: 12px;
+  margin-bottom: 2px;
+}
+.kpi-delta.up {
+  color: var(--el-color-success);
+}
+.kpi-delta.down {
+  color: var(--el-color-danger);
+}
+.kpi-delta.flat {
+  color: var(--el-text-color-secondary);
+}
 .kpi-hint {
   font-size: 11px;
   color: var(--el-text-color-secondary);

yunkes/src/views/management/EmployeeAnalyticsView.vue

@@ -83,7 +83,7 @@
       <el-table-column type="selection" width="42" reserve-selection />
       <el-table-column label="姓名" min-width="150">
         <template #default="{ row }">
-          <!-- 详情路由批次D后续任务上线;当前点击走通配回 /customers(记录在案) -->
+          <!-- 带窗进详情:goDetail 随行 channel/start/end/compare(D3) -->
           <el-link type="primary" underline="never" @click="goDetail(row)">
             {{ row.name || row.user_id }}
           </el-link>
@@ -535,8 +535,16 @@ function gradeType(g: string | null): 'success' | 'primary' | 'warning' | 'dange
   return (g && GRADE_TYPES[g]) || 'info'
 }
 
+// 带窗进详情(D3):channel/start/end/compare 随行——列表口径延续到详情页;
+// view/keyword/status/sort_by/sort_order/page 是列表态,不带(详情页只认
+// channel/start/end/compare/section,其余键即使带上也被白名单忽略)
 function goDetail(row: EmployeeRow): void {
-  router.push(`/management/employees/${row.user_id}`)
+  const query: Record<string, string> = {}
+  for (const key of ['channel', 'start', 'end', 'compare'] as const) {
+    const v = route.query[key]
+    if (typeof v === 'string' && v !== '') query[key] = v
+  }
+  router.push({ name: 'management-employees-detail', params: { userId: row.user_id }, query })
 }
 
 // ── 多选 → 对比抽屉(reserve-selection 跨页/重查保留;行是勾选时快照) ──

yunkes/src/views/management/ManagementDashboardView.vue

@@ -44,6 +44,7 @@
         <ManagementKpiCard
           label="活跃客户"
           :value="kpis?.active_customers ?? null"
+          :delta="deltaOf('active_customers')"
           unit="人"
           :hint="threadsHint"
         />
@@ -52,6 +53,7 @@
         <ManagementKpiCard
           label="活跃员工"
           :value="kpis?.active_employees ?? null"
+          :delta="deltaOf('active_employees')"
           unit="人"
           hint="期内有数据天数>0 口径"
         />
@@ -65,6 +67,7 @@
           <ManagementKpiCard
             label="消息量"
             :value="kpis?.msg_total ?? null"
+            :delta="deltaOf('msg_total')"
             unit="条"
             hint="1:1口径·与数据看板口径不同"
           />
@@ -209,6 +212,16 @@ watch([channel, start, end, compare], load, { immediate: true })
 const kpis = computed(() => resp.value?.kpis ?? null)
 const actions = computed(() => resp.value?.action_summary ?? null)
 
+// 三 KPI 卡环比(批次D):客户端统一按 (cur-prev)/prev 自 prev_kpis 计算
+// (数据同载荷都在;后端 msg_delta 备用未用)。prev_kpis 缺失(旧缓存
+// 响应)或 prev=0(前窗无数据)→ null 不显示
+function deltaOf(key: 'active_customers' | 'active_employees' | 'msg_total'): number | null {
+  const k = resp.value?.kpis
+  const p = resp.value?.prev_kpis
+  if (!k || !p || !p[key]) return null
+  return (k[key] - p[key]) / p[key]
+}
+
 // 活跃客户辅助行:串/被回(口径与 KPI 同载荷,管理域跨日精确串)
 const threadsHint = computed(() => {
   const k = kpis.value