diff --git a/frontend/src/style.css b/frontend/src/style.css
index a0988412..21ad2e4f 100644
--- a/frontend/src/style.css
+++ b/frontend/src/style.css
@@ -77,6 +77,12 @@ html, body, #app {
   --bh-breakpoint-md: 992px;
   --bh-breakpoint-lg: 1200px;
   --bh-breakpoint-xl: 1920px;
+
+  /* BSC四层泳道标准色 */
+  --bsc-finance: #F56C6C;
+  --bsc-customer: #409EFF;
+  --bsc-process: #67C23A;
+  --bsc-learning: #E6A23C;
 }
 
 /* 暗黑模式覆盖 — 只影响内容区，侧边栏保持不变 */
@@ -343,6 +349,22 @@ html.dark .el-drawer__header {
   --el-dialog-margin-top: 1vh !important;
 }
 
+/* === 页面标准间距与公共布局类 === */
+.page-view { padding: 16px; }
+.page-header { display:flex; justify-content:space-between; align-items:center; margin-bottom:16px; flex-wrap:wrap; gap:8px; }
+.page-title { font-size:18px; font-weight:600; margin:0; }
+.page-title h3 { margin:0; }
+
+/* 卡片统计数字 */
+.stat-number { font-size:24px; font-weight:600; }
+.stat-label { font-size:12px; color:#909399; margin-top:4px; }
+
+/* 通用flex布局 */
+.flex-row { display:flex; align-items:center; gap:8px; }
+.flex-wrap { flex-wrap:wrap; }
+.flex-between { display:flex; justify-content:space-between; align-items:center; }
+.section-gap { margin-bottom:16px; }
+
 /* 过渡动画 — 明暗切换平滑过渡 */
 html.dark,
 html,
diff --git a/frontend/src/views/ActionPlanLibrary.vue b/frontend/src/views/ActionPlanLibrary.vue
index 9148693d..ba0e0ac5 100644
--- a/frontend/src/views/ActionPlanLibrary.vue
+++ b/frontend/src/views/ActionPlanLibrary.vue
@@ -1,7 +1,10 @@
 <template>
-  <div style="padding:0 16px;">
+  <div class="page-view">
+    <div class="page-header">
+      <h3 class="page-title">行动方案库</h3>
+    </div>
     <!-- 顶部tabs -->
-    <div style="display:flex;justify-content:space-between;align-items:center;margin-bottom:12px;">
+    <div class="flex-between" style="margin-bottom:12px;">
       <div>
         <el-radio-group v-model="activeTab" size="small">
           <el-radio-button value="plans">行动方案</el-radio-button>
@@ -17,7 +20,7 @@
     <!-- ===== 行动方案列表 ===== -->
     <template v-if="activeTab === 'plans'">
     <!-- 状态统计卡片 -->
-    <div style="display:flex;gap:12px;margin-bottom:16px;flex-wrap:wrap;">
+    <div class="flex-row flex-wrap" style="margin-bottom:16px;">
       <div v-for="card in statCards" :key="card.key"
         :class="['stat-card', { active: filterStatus === card.key }]"
         @click="filterStatus = card.key; page = 1; loadData()"
@@ -28,7 +31,7 @@
     </div>
 
     <!-- 筛选栏 -->
-    <div style="display:flex;gap:12px;margin-bottom:16px;flex-wrap:wrap;align-items:center;">
+    <div class="flex-row" style="gap:12px;margin-bottom:16px;flex-wrap:wrap;align-items:center;">
       <el-select v-model="filterDimension" placeholder="维度" clearable style="width:100px;" @change="page=1;loadData()">
         <el-option v-for="d in dimensions" :key="d.value" :label="d.label" :value="d.value" />
       </el-select>
@@ -92,7 +95,7 @@
       <el-table-column label="截止日" width="100" prop="due_date">
         <template #default="{ row }">
           <span v-if="!row.due_date" style="color:#ccc;">—</span>
-          <span v-else :style="{ color: isOverdue(row) ? '#f56c6c' : '#666', fontWeight: isOverdue(row) ? 600 : 400 }">
+          <span v-else :style="{ color: isOverdue(row) ? 'var(--bsc-finance)' : '#666', fontWeight: isOverdue(row) ? 600 : 400 }">
             {{ row.due_date?.slice(0, 10) }}
             <el-tooltip v-if="isOverdue(row)" content="已逾期" placement="top"><span style="margin-left:2px;">⚠️</span></el-tooltip>
           </span>
@@ -112,7 +115,7 @@
     </el-table>
 
     <!-- 批量操作栏 -->
-    <div v-if="selectedRows.length > 0" style="margin-top:8px;display:flex;gap:8px;align-items:center;padding:8px 12px;background:#f0f9ff;border-radius:6px;">
+    <div v-if="selectedRows.length > 0" class="flex-row" style="margin-top:8px;padding:8px 12px;background:#f0f9ff;border-radius:6px;">
       <span style="font-size:13px;color:#409eff;">已选 {{ selectedRows.length }} 项</span>
       <el-button size="small" @click="batchSetStatus('in_progress')">置为进行中</el-button>
       <el-button size="small" type="success" @click="batchSetStatus('completed')">置为已完成</el-button>
@@ -217,7 +220,7 @@
             <div style="font-size:12px;color:#999;">截止日期</div>
             <div style="margin-top:2px;" :class="{ 'overdue-text': isOverdue(detailPlan) }">
               {{ detailPlan.due_date?.slice(0, 10) || '未设置' }}
-              <span v-if="isOverdue(detailPlan)" style="color:#f56c6c;font-size:12px;margin-left:4px;">已逾期</span>
+              <span v-if="isOverdue(detailPlan)" style="color:var(--bsc-finance);font-size:12px;margin-left:4px;">已逾期</span>
             </div>
           </div>
           <div>
@@ -279,7 +282,7 @@
           <div>
             <div style="font-size:12px;color:#909399;">总体内控评分</div>
             <div style="font-size:36px;font-weight:700;margin-top:2px;"
-              :style="{ color: cosoData.total_score < 50 ? '#f56c6c' : cosoData.total_score < 70 ? '#e6a23c' : '#67c23a' }">
+              :style="{ color: cosoData.total_score < 50 ? 'var(--bsc-finance)' : cosoData.total_score < 70 ? 'var(--bsc-learning)' : 'var(--bsc-process)' }">
               {{ cosoData.total_score }}/{{ cosoData.max_score }}
             </div>
           </div>
@@ -290,7 +293,7 @@
           </div>
           <div style="flex:1;display:flex;gap:12px;flex-wrap:wrap;">
             <div v-for="el in cosoData.elements" :key="el.id" style="text-align:center;min-width:80px;">
-              <div style="font-size:20px;font-weight:600;" :style="{ color: el.score >= 60 ? '#67c23a' : el.score >= 40 ? '#e6a23c' : '#f56c6c' }">{{ el.score }}</div>
+              <div style="font-size:20px;font-weight:600;" :style="{ color: el.score >= 60 ? 'var(--bsc-process)' : el.score >= 40 ? 'var(--bsc-learning)' : 'var(--bsc-finance)' }">{{ el.score }}</div>
               <div style="font-size:11px;color:#999;">{{ el.name }}</div>
             </div>
           </div>
@@ -299,14 +302,14 @@
         <!-- 五要素折叠面板 -->
         <div v-for="el in cosoData.elements" :key="el.id" style="margin-bottom:8px;border:1px solid #ebeef5;border-radius:8px;overflow:hidden;">
           <div class="coso-element-header" @click="toggleCosoElement(el.id)" style="cursor:pointer;display:flex;align-items:center;gap:12px;padding:12px 16px;background:#fafafa;border-left:4px solid"
-            :style="{ borderLeftColor: el.score >= 60 ? '#67c23a' : el.score >= 40 ? '#e6a23c' : '#f56c6c' }">
+            :style="{ borderLeftColor: el.score >= 60 ? 'var(--bsc-process)' : el.score >= 40 ? 'var(--bsc-learning)' : 'var(--bsc-finance)' }">
             <span style="flex:1;font-weight:500;">{{ el.name }}（{{ el.name_en }}）</span>
             <el-progress :percentage="el.score" :stroke-width="14" :status="el.score >= 60 ? 'success' : el.score >= 40 ? 'warning' : 'exception'" style="width:160px;" />
             <span :class="{ 'is-open': cosoExpanded[el.id] }" style="color:#999;transition:transform .2s;">▶</span>
           </div>
           <div v-show="cosoExpanded[el.id]" style="padding:8px 16px 12px;">
             <div v-for="item in el.items" :key="item.id" style="display:flex;align-items:center;gap:10px;padding:6px 0;border-bottom:1px solid #f5f5f5;">
-              <span :style="{color: item.passed ? '#67c23a' : '#f56c6c', fontSize: '16px', fontWeight: 'bold'}">{{ item.passed ? '✅' : '❌' }}</span>
+              <span :style="{color: item.passed ? 'var(--bsc-process)' : 'var(--bsc-finance)', fontSize: '16px', fontWeight: 'bold'}">{{ item.passed ? '✅' : '❌' }}</span>
               <span style="flex:1;font-size:14px;">{{ item.text }}</span>
               <span style="font-size:12px;color:#666;">{{ item.detail }}</span>
             </div>
@@ -601,11 +604,11 @@ onMounted(() => {
   background: #fff;
 }
 .stat-card.active {
-  border-color: #409eff;
+  border-color: var(--bsc-customer);
   background: #ecf5ff;
 }
 .overdue-text {
-  color: #f56c6c;
+  color: var(--bsc-finance);
   font-weight: 600;
 }
 </style>
diff --git a/frontend/src/views/BIReportCenter.vue b/frontend/src/views/BIReportCenter.vue
index cddd8b0c..61fe3ff0 100644
--- a/frontend/src/views/BIReportCenter.vue
+++ b/frontend/src/views/BIReportCenter.vue
@@ -1,7 +1,7 @@
 <template>
   <div>
-    <div style="display:flex;justify-content:space-between;align-items:center;margin-bottom:16px;">
-      <h2 style="margin:0;">BI报表中心</h2>
+    <div class="flex-between section-gap">
+      <h3 class="page-title">BI报表中心</h3>
       <div>
         <el-button type="primary" @click="showTemplateDialog = true">从模板创建</el-button>
         <el-button @click="showNewReport = true">新建分析报表</el-button>
@@ -9,7 +9,7 @@
     </div>
 
     <!-- 预置模板 -->
-    <el-card shadow="never" style="margin-bottom:16px;">
+    <el-card shadow="never" class="section-gap">
       <template #header>预置报表模板</template>
       <el-row :gutter="16">
         <el-col v-for="tpl in templates" :key="tpl.id" :span="24 / templates.length || 1">
@@ -31,7 +31,7 @@
     </el-card>
 
     <!-- 分析引擎 -->
-    <el-card v-if="analysisResult" shadow="never" style="margin-bottom:16px;">
+    <el-card v-if="analysisResult" shadow="never" class="section-gap">
       <template #header>
         <div style="display:flex;justify-content:space-between;align-items:center;">
           <span>{{ currentReportName }}</span>
@@ -61,7 +61,7 @@
     </el-card>
 
     <!-- 已保存报表 -->
-    <el-card shadow="never">
+    <el-card shadow="never" class="section-gap">
       <template #header>已保存报表</template>
       <el-table :data="reports" size="small" v-loading="loading">
         <el-table-column prop="name" label="报表名称" min-width="200" />
diff --git a/frontend/src/views/CustomerDashboard.vue b/frontend/src/views/CustomerDashboard.vue
index 6710d33d..a56827fd 100644
--- a/frontend/src/views/CustomerDashboard.vue
+++ b/frontend/src/views/CustomerDashboard.vue
@@ -1,5 +1,8 @@
 <template>
   <div class="customer-dashboard">
+    <div class="page-header">
+      <h3 class="page-title">客户维度KPI看板</h3>
+    </div>
     <KPIListView
       ref="kpiListRef"
       :dimension="'customer'"
diff --git a/frontend/src/views/Dashboard.vue b/frontend/src/views/Dashboard.vue
index df3de36a..3a5fcae9 100644
--- a/frontend/src/views/Dashboard.vue
+++ b/frontend/src/views/Dashboard.vue
@@ -3,7 +3,7 @@
     <!-- 顶部导航条 -->
     <div class="dash-header">
       <div class="header-left">
-        <el-tag size="large" :type="roleTagType">{{ roleLabel }}驾驶舱</el-tag>
+        <h3 class="page-title">{{ roleLabel }}驾驶舱</h3>
         <el-radio-group v-model="periodType" size="small" @change="onPeriodChange">
           <el-radio-button value="month">本月</el-radio-button>
           <el-radio-button value="quarter">本季</el-radio-button>
@@ -112,7 +112,7 @@
                 <div class="pred-row-val">
                   <span class="pred-cur">{{ fmtValue(p.last_value, p.kpi_code) }}</span>
                   <span class="pred-sep">→</span>
-                  <span class="pred-fut" :style="{ color: p.trend === 'down' ? '#f56c6c' : '#67c23a' }">
+                  <span class="pred-fut" :style="{ color: p.trend === 'down' ? 'var(--bsc-finance)' : 'var(--bsc-process)' }">
                     {{ fmtValue(p.predicted_value, p.kpi_code) }}
                   </span>
                 </div>
@@ -449,10 +449,10 @@ onMounted(() => { loadData() })
 .summary-row { display:grid; grid-template-columns:repeat(auto-fit, minmax(150px, 1fr)); gap:14px; margin-bottom:20px; }
 .stat-card { background:#fff; border-radius:10px; padding:16px 20px; box-shadow:0 1px 3px rgba(0,0,0,0.05); border-top:3px solid #ccc; transition:transform .15s; cursor:default; }
 .stat-card:hover { transform:translateY(-1px); box-shadow:0 3px 10px rgba(0,0,0,0.08); }
-.stat-card.blue { border-top-color:#409eff; }
-.stat-card.red { border-top-color:#f56c6c; }
-.stat-card.green { border-top-color:#67c23a; }
-.stat-card.yellow { border-top-color:#e6a23c; }
+.stat-card.blue { border-top-color:var(--bsc-customer); }
+.stat-card.red { border-top-color:var(--bsc-finance); }
+.stat-card.green { border-top-color:var(--bsc-process); }
+.stat-card.yellow { border-top-color:var(--bsc-learning); }
 .stat-card.gray { border-top-color:#909399; }
 .stat-val { font-size:28px; font-weight:700; color:#1a1a2e; letter-spacing:-1px; }
 .stat-label { font-size:13px; color:#888; margin-top:2px; }
@@ -470,11 +470,11 @@ onMounted(() => { loadData() })
 .spotlight-list { display:flex; flex-direction:column; gap:6px; }
 .spotlight-item { display:flex; align-items:center; gap:10px; padding:10px 12px; border-radius:8px; cursor:pointer; transition:background .15s; font-size:13px; }
 .spotlight-item:hover { background:rgba(245,108,108,0.08); }
-.spotlight-item.level-red { border-left:3px solid #f56c6c; }
-.spotlight-item.level-yellow { border-left:3px solid #e6a23c; }
+.spotlight-item.level-red { border-left:3px solid var(--bsc-finance); }
+.spotlight-item.level-yellow { border-left:3px solid var(--bsc-learning); }
 .spotlight-badge { font-size:11px; font-weight:600; padding:2px 8px; border-radius:4px; white-space:nowrap; }
-.spotlight-item.level-red .spotlight-badge { background:#fef0f0; color:#f56c6c; }
-.spotlight-item.level-yellow .spotlight-badge { background:#fdf6ec; color:#e6a23c; }
+.spotlight-item.level-red .spotlight-badge { background:#fef0f0; color:var(--bsc-finance); }
+.spotlight-item.level-yellow .spotlight-badge { background:#fdf6ec; color:var(--bsc-learning); }
 .spotlight-msg { flex:1; color:#333; overflow:hidden; text-overflow:ellipsis; white-space:nowrap; }
 .spotlight-item .el-icon { color:#ccc; flex-shrink:0; }
 
@@ -501,22 +501,22 @@ onMounted(() => { loadData() })
 .pred-list { display:flex; flex-direction:column; gap:12px; }
 .pred-row { padding:12px; border-radius:8px; border:1px solid #f0f0f0; transition:border-color .15s; }
 .pred-row:hover { border-color:#d0d0d0; }
-.pred-row.trend-down { border-left:3px solid #f56c6c; }
-.pred-row.trend-up { border-left:3px solid #67c23a; }
+.pred-row.trend-down { border-left:3px solid var(--bsc-finance); }
+.pred-row.trend-up { border-left:3px solid var(--bsc-process); }
 .pred-row.trend-stable { border-left:3px solid #909399; }
 .pred-row-top { display:flex; justify-content:space-between; margin-bottom:6px; }
 .pred-name { font-size:13px; font-weight:500; color:#333; }
 .pred-arrow { font-size:14px; font-weight:700; color:#999; }
-.pred-row.trend-down .pred-arrow { color:#f56c6c; }
-.pred-row.trend-up .pred-arrow { color:#67c23a; }
+.pred-row.trend-down .pred-arrow { color:var(--bsc-finance); }
+.pred-row.trend-up .pred-arrow { color:var(--bsc-process); }
 .pred-row-val { display:flex; align-items:center; gap:6px; margin-bottom:4px; }
 .pred-cur { font-size:16px; font-weight:600; color:#555; }
 .pred-sep { color:#ccc; font-size:12px; }
 .pred-fut { font-size:18px; font-weight:700; }
 .pred-row-info { font-size:11px; }
-.pred-conf { padding:1px 6px; border-radius:3px; }
-.pred-conf.high { background:#f0f9eb; color:#67c23a; }
-.pred-conf.medium { background:#fdf6ec; color:#e6a23c; }
+.pred-row.trend-up .pred-arrow { color:var(--bsc-process); }
+.pred-conf.high { background:#f0f9eb; color:var(--bsc-process); }
+.pred-conf.medium { background:#fdf6ec; color:var(--bsc-learning); }
 .pred-conf.low { background:#f4f4f5; color:#909399; }
 
 /* ========== 业务/财务KPI卡片 ========== */
diff --git a/frontend/src/views/DataQuality.vue b/frontend/src/views/DataQuality.vue
index 6f1b7d41..20aa15f0 100644
--- a/frontend/src/views/DataQuality.vue
+++ b/frontend/src/views/DataQuality.vue
@@ -1,7 +1,7 @@
 <template>
   <div>
-    <div style="display:flex;justify-content:space-between;align-items:center;margin-bottom:16px;">
-      <h2 style="margin:0;">数据质量监控</h2>
+    <div class="flex-between section-gap">
+      <span class="page-title">数据质量监控</span>
       <div>
         <el-button type="primary" @click="runCheck" :loading="checking">执行全量检查</el-button>
         <el-button @click="loadLogs">刷新</el-button>
@@ -9,7 +9,7 @@
     </div>
 
     <!-- 统计卡片 -->
-    <el-row :gutter="16" style="margin-bottom:16px;">
+    <el-row :gutter="16" class="section-gap">
       <el-col :span="6">
         <el-card shadow="never">
           <div style="text-align:center;">
@@ -21,7 +21,7 @@
       <el-col :span="6">
         <el-card shadow="never">
           <div style="text-align:center;">
-            <div style="font-size:28px;font-weight:600;color:#e6a23c;">{{ stats.open_logs }}</div>
+            <div style="font-size:28px;font-weight:600;color:var(--bsc-learning);">{{ stats.open_logs }}</div>
             <div style="font-size:13px;color:#999;">未解决异常</div>
           </div>
         </el-card>
@@ -45,7 +45,7 @@
     </el-row>
 
     <!-- 异常类型分布 -->
-    <el-row :gutter="16" style="margin-bottom:16px;">
+    <el-row :gutter="16" class="section-gap">
       <el-col :span="24">
         <el-card shadow="never">
           <template #header>异常类型分布</template>
@@ -137,8 +137,8 @@ const typeChartOption = computed(() => ({
     type: 'pie',
     radius: ['40%', '70%'],
     data: [
-      { name: '数据缺失', value: stats.value.type_counts?.missing_data || 0, itemStyle: { color: '#f56c6c' } },
-      { name: '环比骤变', value: stats.value.type_counts?.abnormal_change || 0, itemStyle: { color: '#e6a23c' } },
+      { name: '数据缺失', value: stats.value.type_counts?.missing_data || 0, itemStyle: { color: 'var(--bsc-finance)' } },
+      { name: '环比骤变', value: stats.value.type_counts?.abnormal_change || 0, itemStyle: { color: 'var(--bsc-learning)' } },
       { name: '连续持平', value: stats.value.type_counts?.flat_data || 0, itemStyle: { color: '#409eff' } },
       { name: '值异常', value: stats.value.type_counts?.value_outlier || 0, itemStyle: { color: '#909399' } },
     ].filter(d => d.value > 0),
diff --git a/frontend/src/views/DupontAnalysis.vue b/frontend/src/views/DupontAnalysis.vue
index fd2f546c..326be304 100644
--- a/frontend/src/views/DupontAnalysis.vue
+++ b/frontend/src/views/DupontAnalysis.vue
@@ -1,7 +1,10 @@
 <template>
   <div class="dupont-analysis" v-loading="loading">
+    <div class="page-header">
+      <h3 class="page-title">杜邦分析</h3>
+    </div>
     <!-- 顶部控制 -->
-    <div style="display:flex;gap:12px;margin-bottom:16px;align-items:center;">
+    <div class="flex-row" style="gap:12px;margin-bottom:16px;align-items:center;">
       <span style="font-weight:600;font-size:14px;">分析对象：</span>
       <el-radio-group v-model="entity" @change="fetchDupont">
         <el-radio value="bohai">陕西博海科技（IT服务）</el-radio>
diff --git a/frontend/src/views/KPIAlignment.vue b/frontend/src/views/KPIAlignment.vue
index 8ce97d86..09a72aed 100644
--- a/frontend/src/views/KPIAlignment.vue
+++ b/frontend/src/views/KPIAlignment.vue
@@ -14,7 +14,7 @@
 
     <!-- 模式选择器 -->
     <div v-if="showSelector" class="align-setup">
-      <el-alert v-if="!alignConfigured" title="系统尚未配置KPI对齐模式" type="warning" :closable="false" show-icon style="margin-bottom:16px;" />
+      <el-alert v-if="!alignConfigured" title="系统尚未配置KPI对齐模式" type="warning" :closable="false" show-icon class="section-gap" />
       <div style="display:grid;grid-template-columns:1fr 1fr 1fr;gap:12px;">
         <el-card v-for="mode in alignModes" :key="mode.key"
           :class="{ 'mode-card': true, 'selected-mode': selectedMode === mode.key }"
diff --git a/frontend/src/views/KPIDetail.vue b/frontend/src/views/KPIDetail.vue
index ceab0c67..ef6c4f20 100644
--- a/frontend/src/views/KPIDetail.vue
+++ b/frontend/src/views/KPIDetail.vue
@@ -1,6 +1,9 @@
 <template>
   <div>
     <el-button text @click="$router.back()">< 返回KPI字典</el-button>
+    <div class="page-header">
+      <h3 class="page-title">KPI详情</h3>
+    </div>
     <el-card v-if="kpi" style="margin-top:16px;">
       <template #header>
         <span style="font-size:16px;font-weight:600;">{{ kpi.kpi_name }}</span>
@@ -99,7 +102,7 @@
                   <div v-if="upstream.length === 0" style="color:#999;text-align:center;padding:20px;">无上游驱动</div>
                   <el-timeline v-else>
                     <el-timeline-item v-for="item in upstream" :key="item.kpi_id"
-                      :color="item.direction === 'positive' ? '#67c23a' : '#f56c6c'"
+                      :color="item.direction === 'positive' ? 'var(--bsc-process)' : 'var(--bsc-finance)'"
                       :timestamp="'强度:' + item.strength + ' / 滞后期:' + item.lag_months + '月'">
                       <div><b>{{ item.kpi_name }}</b> ({{ item.kpi_code }})</div>
                       <div style="font-size:12px;color:#999;">
@@ -116,7 +119,7 @@
                   <div v-if="downstream.length === 0" style="color:#999;text-align:center;padding:20px;">无下游影响</div>
                   <el-timeline v-else>
                     <el-timeline-item v-for="item in downstream" :key="item.kpi_id"
-                      :color="item.direction === 'positive' ? '#67c23a' : '#f56c6c'"
+                      :color="item.direction === 'positive' ? 'var(--bsc-process)' : 'var(--bsc-finance)'"
                       :timestamp="'强度:' + item.strength + ' / 滞后期:' + item.lag_months + '月'">
                       <div><b>{{ item.kpi_name }}</b> ({{ item.kpi_code }})</div>
                       <div style="font-size:12px;color:#999;">
@@ -159,11 +162,11 @@
           </el-table-column>
           <el-table-column prop="current_value" label="当前值" width="90" />
           <el-table-column prop="predicted_value" label="预测值" width="90">
-            <template #default="{ row }"><span style="color:#409eff;font-weight:600;">{{ row.predicted_value ?? '-' }}</span></template>
+            <template #default="{ row }"><span style="color:var(--bsc-customer);font-weight:600;">{{ row.predicted_value ?? '-' }}</span></template>
           </el-table-column>
           <el-table-column prop="change_pct" label="变化率" width="80">
             <template #default="{ row }">
-              <span :style="{ color: row.change_pct > 0 ? '#67c23a' : '#f56c6c' }">{{ row.change_pct > 0 ? '+' : '' }}{{ row.change_pct }}%</span>
+              <span :style="{ color: row.change_pct > 0 ? 'var(--bsc-process)' : 'var(--bsc-finance)' }">{{ row.change_pct > 0 ? '+' : '' }}{{ row.change_pct }}%</span>
             </template>
           </el-table-column>
           <el-table-column prop="path_strength" label="传递强度" width="80" />
diff --git a/frontend/src/views/LearningDashboard.vue b/frontend/src/views/LearningDashboard.vue
index f2a1e18e..685549d3 100644
--- a/frontend/src/views/LearningDashboard.vue
+++ b/frontend/src/views/LearningDashboard.vue
@@ -1,5 +1,9 @@
 <template>
-  <KPIListView
+  <div>
+    <div class="page-header">
+      <h3 class="page-title">学习成长维度KPI看板</h3>
+    </div>
+    <KPIListView
     :dimension="'learning'"
     :title="'学习成长维度KPI看板'"
     :icon="'📚'"
@@ -12,6 +16,7 @@
     form-title-create="新建学习成长KPI"
     form-title-edit="编辑学习成长KPI"
   />
+  </div>
 </template>
 
 <script setup lang="ts">
diff --git a/frontend/src/views/ReportCenter.vue b/frontend/src/views/ReportCenter.vue
index c66c3097..a1e2ffb6 100644
--- a/frontend/src/views/ReportCenter.vue
+++ b/frontend/src/views/ReportCenter.vue
@@ -2,7 +2,7 @@
   <div class="report-page">
     <!-- 顶部 -->
     <div class="report-header">
-      <h3 style="margin:0;">📊 CMA管理报表</h3>
+      <h3 class="page-title">📊 CMA管理报表</h3>
       <div class="header-right">
         <el-date-picker
           v-model="reportPeriod"
@@ -268,8 +268,8 @@ function dimLabel(d: string): string {
 }
 
 function bscScoreColor(score: number): string {
-  if (score >= 80) return '#67c23a'
-  if (score >= 60) return '#e6a23c'
+  if (score >= 80) return 'var(--bsc-process)'
+  if (score >= 60) return 'var(--bsc-learning)'
   return '#f56c6c'
 }
 
@@ -398,7 +398,7 @@ onMounted(() => {
 .stat-card.blue { border-top-color: #409eff; }
 .stat-card.red { border-top-color: #f56c6c; }
 .stat-card.green { border-top-color: #67c23a; }
-.stat-card.yellow { border-top-color: #e6a23c; }
+.stat-card.yellow { border-top-color: var(--bsc-learning); }
 .stat-card.gray { border-top-color: #909399; }
 .stat-val { font-size: 22px; font-weight: 700; color: #1a1a2e; }
 .stat-label { font-size: 12px; color: #888; margin-top: 2px; }
@@ -438,7 +438,7 @@ onMounted(() => {
 .bsc-kpi-mini { display: flex; align-items: center; gap: 6px; font-size: 12px; padding: 2px 6px; background: #f9f9f9; border-radius: 4px; }
 .bsc-kpi-dot { width: 6px; height: 6px; border-radius: 50%; flex-shrink: 0; }
 .dot-green { background: #67c23a; }
-.dot-yellow { background: #e6a23c; }
+.dot-yellow { background: var(--bsc-learning); }
 .dot-red { background: #f56c6c; }
 .dot-gray { background: #ddd; }
 .bsc-kpi-name { flex: 1; color: #666; overflow: hidden; text-overflow: ellipsis; white-space: nowrap; }