diff --git a/frontend/web/src/components/ExplorationSection.tsx b/frontend/web/src/components/ExplorationSection.tsx
index 4ffa15a..1f98309 100644
--- a/frontend/web/src/components/ExplorationSection.tsx
+++ b/frontend/web/src/components/ExplorationSection.tsx
@@ -9,13 +9,7 @@ import {
 } from '../api'
 import { colors } from '../tokens'
 import { shortDateTime } from '../utils/date'
-
-const SESSION_STATUS: Record<string, { label: string; color: string }> = {
-  running: { label: '进行中', color: 'processing' },
-  completed: { label: '已完成', color: 'success' },
-  failed: { label: '失败', color: 'error' },
-  expired: { label: '已过期', color: 'default' },
-}
+import { SESSION_STATUS } from './intelligent_eval/status'
 
 const EMOTION_LABELS: Record<string, string> = {
   positive: '满意',
@@ -201,7 +195,7 @@ export default function ExplorationSection({ campaignId, summary }: {
           size="small"
           onChange={onExpand}
           items={sessions.map((s) => {
-            const meta = SESSION_STATUS[s.status] ?? SESSION_STATUS.running
+            const meta = SESSION_STATUS[s.status as keyof typeof SESSION_STATUS] ?? SESSION_STATUS.running
             const personaName = typeof s.persona?.name === 'string' ? s.persona.name : s.id.slice(0, 8)
             return {
               key: s.id,
diff --git a/frontend/web/src/components/PeriodComparisonSection.tsx b/frontend/web/src/components/PeriodComparisonSection.tsx
index a97a624..4ff0fc7 100644
--- a/frontend/web/src/components/PeriodComparisonSection.tsx
+++ b/frontend/web/src/components/PeriodComparisonSection.tsx
@@ -5,7 +5,7 @@ import {
   type MetricDiff, type ModelConfig,
 } from '../api'
 import { shortDateTime } from '../utils/date'
-import { colors } from '../tokens'
+import { colors, statusColors } from '../tokens'
 
 const TREND_META: Record<string, { label: string; color: string }> = {
   improving: { label: '改善', color: 'green' },
@@ -119,7 +119,7 @@ export default function PeriodComparisonSection({
       const good = metric.goodDirection === 'down' ? (pair.delta ?? 0) < 0 : (pair.delta ?? 0) > 0
       const deltaColor = pair.delta == null || pair.delta === 0
         ? colors.textMuted
-        : good ? '#52c41a' : '#ff4d4f'
+        : good ? statusColors.completed : statusColors.failed
       return (
         <Space size={4}>
           <span style={{ color: colors.textMuted }}>
diff --git a/frontend/web/src/components/RuleOverview.tsx b/frontend/web/src/components/RuleOverview.tsx
index ac3a995..dcfdd8b 100644
--- a/frontend/web/src/components/RuleOverview.tsx
+++ b/frontend/web/src/components/RuleOverview.tsx
@@ -143,7 +143,7 @@ function ratioColor(pass: number, total: number): string {
   if (!total) return colors.textMuted
   const r = pass / total
   if (r >= 0.8) return statusColors.completed
-  if (r >= 0.5) return '#faad14'
+  if (r >= 0.5) return colors.warning
   return statusColors.failed
 }
 
diff --git a/frontend/web/src/components/RunList.tsx b/frontend/web/src/components/RunList.tsx
index f8092a6..a93ac92 100644
--- a/frontend/web/src/components/RunList.tsx
+++ b/frontend/web/src/components/RunList.tsx
@@ -233,7 +233,7 @@ function RunRow({ r, selected, targetName, scenarioName, onSelect, onOpenReport,
       const passRate = r.summary?.pass_rate
       if (passRate != null) {
         const pct = Math.round(passRate * 100)
-        const color = pct >= 80 ? statusColors.completed : pct >= 50 ? '#faad14' : statusColors.failed
+        const color = pct >= 80 ? statusColors.completed : pct >= 50 ? colors.warning : statusColors.failed
         return { pct, color, label: `${pct}%`, active: false }
       }
       return { pct: 100, color: colors.textMuted, label: '完成', active: false }
diff --git a/frontend/web/src/components/intelligent_eval/EvalReport.tsx b/frontend/web/src/components/intelligent_eval/EvalReport.tsx
index ef97f35..b37e644 100644
--- a/frontend/web/src/components/intelligent_eval/EvalReport.tsx
+++ b/frontend/web/src/components/intelligent_eval/EvalReport.tsx
@@ -16,7 +16,7 @@ import {
   type IntelligentEvalSession,
   type ReportEvidence,
 } from '../../api'
-import { colors } from '../../tokens'
+import { colors, statusColors } from '../../tokens'
 import { shortDateTime } from '../../utils/date'
 import { SESSION_STATUS, severityOf } from './status'
 
@@ -143,8 +143,8 @@ export default function EvalReport({ ev, onBack }: EvalReportProps) {
       : null
   const overallNum = overall != null ? Number(overall) : null
   const overallColor = overallNum == null ? colors.textMuted
-    : overallNum >= 0.8 ? '#52c41a'
-      : overallNum >= 0.6 ? colors.warning : '#ff4d4f'
+    : overallNum >= 0.8 ? statusColors.completed
+      : overallNum >= 0.6 ? colors.warning : statusColors.failed
   const sevCounts = findings.reduce((acc, f) => {
     acc[f.severity] = (acc[f.severity] ?? 0) + 1
     return acc
@@ -210,7 +210,7 @@ export default function EvalReport({ ev, onBack }: EvalReportProps) {
             </Col>
             <Col xs={12} md={6}>
               <div style={summaryCard}>
-                <div style={summaryIcon('#ff4d4f')}><WarningOutlined /></div>
+                <div style={summaryIcon(statusColors.failed)}><WarningOutlined /></div>
                 <div>
                   <div style={{ fontSize: 12, color: colors.textMuted }}>问题发现</div>
                   <div style={{ fontSize: 26, fontWeight: 700, color: colors.text, lineHeight: 1.2 }}>
diff --git a/frontend/web/src/components/intelligent_eval/TaskQueueMonitor.tsx b/frontend/web/src/components/intelligent_eval/TaskQueueMonitor.tsx
index 9655dd4..6169926 100644
--- a/frontend/web/src/components/intelligent_eval/TaskQueueMonitor.tsx
+++ b/frontend/web/src/components/intelligent_eval/TaskQueueMonitor.tsx
@@ -6,8 +6,9 @@ import type { ColumnsType } from 'antd/es/table'
 import { ReloadOutlined } from '@ant-design/icons'
 import { intelligentEvalsApi, type TaskQueueItem, type TaskQueueStatus } from '../../api'
 import { usePolling } from '../../hooks/usePolling'
-import { colors } from '../../tokens'
+import { colors, statusColors } from '../../tokens'
 import { formatDateTime } from '../../utils/date'
+import { EVAL_STATUS } from './status'
 
 const STATUS_META: Record<TaskQueueStatus, { label: string; color: string }> = {
   pending: { label: '待认领', color: 'orange' },
@@ -16,13 +17,6 @@ const STATUS_META: Record<TaskQueueStatus, { label: string; color: string }> = {
   failed: { label: '失败', color: 'red' },
 }
 
-const EVAL_STATUS_META: Record<string, { label: string; color: string }> = {
-  executing: { label: '执行中', color: 'blue' },
-  completed: { label: '已完成', color: 'green' },
-  cancelled: { label: '已取消', color: 'default' },
-  failed: { label: '失败', color: 'red' },
-}
-
 type FilterKey = 'all' | 'unresolved' | TaskQueueStatus
 
 /**
@@ -67,8 +61,8 @@ export default function TaskQueueMonitor() {
     { key: 'unresolved', label: '待处理', color: colors.warning, get: () => stats?.unresolved ?? 0 },
     { key: 'pending', label: '待认领', get: () => stats?.pending ?? 0 },
     { key: 'assigned', label: '执行中', color: colors.primary, get: () => stats?.assigned ?? 0 },
-    { key: 'completed', label: '已完成', color: '#52c41a', get: () => stats?.completed ?? 0 },
-    { key: 'failed', label: '失败', color: '#ff4d4f', get: () => stats?.failed ?? 0 },
+    { key: 'completed', label: '已完成', color: statusColors.completed, get: () => stats?.completed ?? 0 },
+    { key: 'failed', label: '失败', color: statusColors.failed, get: () => stats?.failed ?? 0 },
   ]
 
   const columns: ColumnsType<TaskQueueItem> = [
@@ -81,9 +75,9 @@ export default function TaskQueueMonitor() {
       render: (_, t) => (
         <Space size={6}>
           <span style={{ fontWeight: 500 }}>{t.eval_name ?? t.eval_id.slice(0, 8)}</span>
-          {t.eval_status && EVAL_STATUS_META[t.eval_status] && (
-            <Tag color={EVAL_STATUS_META[t.eval_status].color} style={{ margin: 0, fontSize: 11 }}>
-              {EVAL_STATUS_META[t.eval_status].label}
+          {t.eval_status && EVAL_STATUS[t.eval_status as keyof typeof EVAL_STATUS] && (
+            <Tag color={EVAL_STATUS[t.eval_status as keyof typeof EVAL_STATUS].color} style={{ margin: 0, fontSize: 11 }}>
+              {EVAL_STATUS[t.eval_status as keyof typeof EVAL_STATUS].label}
             </Tag>
           )}
         </Space>
@@ -108,7 +102,7 @@ export default function TaskQueueMonitor() {
       title: '完成时间', dataIndex: 'completed_at', key: 'completed_at', width: 165,
       render: (v: string | null, t) => {
         if (t.status === 'failed' && t.error) {
-          return <Tooltip title={t.error}><span style={{ color: '#ff4d4f' }}>失败</span></Tooltip>
+          return <Tooltip title={t.error}><span style={{ color: statusColors.failed }}>失败</span></Tooltip>
         }
         return v ? formatDateTime(v) : <span style={{ color: colors.textMuted }}>—</span>
       },
diff --git a/frontend/web/src/pages/Campaigns.tsx b/frontend/web/src/pages/Campaigns.tsx
index 02913b9..c06f0ca 100644
--- a/frontend/web/src/pages/Campaigns.tsx
+++ b/frontend/web/src/pages/Campaigns.tsx
@@ -26,6 +26,7 @@ import WindowTimeline, { type TimelineMarker } from '../components/WindowTimelin
 import CampaignRunTimeline from '../components/CampaignRunTimeline'
 import PeriodComparisonSection from '../components/PeriodComparisonSection'
 import ExplorationSection from '../components/ExplorationSection'
+import { SEVERITY_META } from '../components/intelligent_eval/status'
 import { useResource } from '../hooks/useResource'
 import { useCampaignReport } from '../hooks/useCampaignReport'
 import { useTabStore } from '../stores/tabStore'
@@ -39,12 +40,6 @@ const CAMPAIGN_STATUS: Record<string, { label: string; color: string }> = {
   failed: { label: '失败', color: 'error' },
 }
 
-const SEVERITY_META: Record<string, { label: string; color: string }> = {
-  high: { label: '高', color: 'red' },
-  medium: { label: '中', color: 'orange' },
-  low: { label: '低', color: 'blue' },
-}
-
 const WINDOW_OPTIONS = [6, 12, 24, 48, 72].map((h) => ({ label: `${h} 小时`, value: h * 3600 }))
 
 const UNIT_OPTIONS = [
diff --git a/frontend/web/src/pages/Home.tsx b/frontend/web/src/pages/Home.tsx
index 5f9e68d..16dd2c0 100644
--- a/frontend/web/src/pages/Home.tsx
+++ b/frontend/web/src/pages/Home.tsx
@@ -48,7 +48,7 @@ export default function HomePage() {
     height: 240,
     yAxis: { label: { formatter: (v: string) => `${v}%` }, min: 0, max: 100 },
     point: { size: 3 },
-    color: '#1677ff',
+    color: colors.primary,
     tooltip: {
       formatter: (datum: TrendPoint) => ({
         name: '通过率',
@@ -95,7 +95,7 @@ export default function HomePage() {
                 color={(stats?.running_count ?? 0) > 0 ? 'blue' : 'green'}
                 title="运行中"
                 value={stats?.running_count ?? 0}
-                valueStyle={(stats?.running_count ?? 0) > 0 ? { color: '#1677ff' } : undefined}
+                valueStyle={(stats?.running_count ?? 0) > 0 ? { color: colors.primary } : undefined}
               />
             </Col>
             <Col xs={12} sm={8} xl={4}>
diff --git a/frontend/web/src/pages/IntelligentEvals.tsx b/frontend/web/src/pages/IntelligentEvals.tsx
index 962e38e..d3ad2e3 100644
--- a/frontend/web/src/pages/IntelligentEvals.tsx
+++ b/frontend/web/src/pages/IntelligentEvals.tsx
@@ -21,7 +21,7 @@ import {
   type CreateIntelligentEvalPayload, type IntelligentEval, type Target,
 } from '../api'
 import { useTabStore, type TabItem } from '../stores/tabStore'
-import { colors } from '../tokens'
+import { colors, statusColors } from '../tokens'
 import { formatDateTime } from '../utils/date'
 import { useIntelligentEvalRead } from '../read/useIntelligentEvalRead'
 
@@ -47,8 +47,8 @@ const STAT_CHIPS: { key: string; label: string; color?: string }[] = [
   { key: 'planning', label: '规划中' },
   { key: 'pending_approval', label: '待审批' },
   { key: 'executing', label: '执行中' },
-  { key: 'completed', label: '已完成', color: '#52c41a' },
-  { key: 'failed', label: '失败', color: '#ff4d4f' },
+  { key: 'completed', label: '已完成', color: statusColors.completed },
+  { key: 'failed', label: '失败', color: statusColors.failed },
 ]
 
 export default function IntelligentEvalsPage() {
diff --git a/frontend/web/src/pages/Reports.tsx b/frontend/web/src/pages/Reports.tsx
index f32e8a9..082b1f6 100644
--- a/frontend/web/src/pages/Reports.tsx
+++ b/frontend/web/src/pages/Reports.tsx
@@ -11,8 +11,9 @@ import {
 } from '@ant-design/icons'
 import { reportsApi, runsApi, type Run } from '../api'
 import PageWrapper from '../components/PageWrapper'
-import { colors, triggerColors, triggerLabels } from '../tokens'
+import { colors, statusColors, triggerColors, triggerLabels } from '../tokens'
 import { formatDateTime } from '../utils/date'
+import { passRateColor } from '../utils/colors'
 import { useResource } from '../hooks/useResource'
 
 interface TurnData {
@@ -196,7 +197,7 @@ export default function ReportsPage() {
           <span style={{ color: colors.textMuted }}>· {target}</span>
           <span style={{ color: colors.textMuted, fontSize: 12 }}>{time}</span>
           <span style={{
-            color: passRate != null && passRate >= 0.8 ? '#3f8600' : '#cf1322',
+            color: passRateColor(passRate ?? 0),
             fontSize: 12, fontWeight: 600,
           }}>{pct}</span>
           <Tag color={triggerColors[trigger] ?? 'default'} style={{ marginRight: 0, fontSize: 10, lineHeight: '16px', padding: '0 4px' }}>
@@ -352,19 +353,19 @@ function SingleReportView({ report }: { report: Report | null }) {
         <Col xs={24} sm={12} md={6}>
           <Card>
             <Statistic title="通过用例" value={report.summary.passed_cases}
-              valueStyle={{ color: '#3f8600' }} prefix={<CheckCircleOutlined />} />
+              valueStyle={{ color: statusColors.completed }} prefix={<CheckCircleOutlined />} />
           </Card>
         </Col>
         <Col xs={24} sm={12} md={6}>
           <Card>
             <Statistic title="失败用例" value={report.summary.failed_cases}
-              valueStyle={{ color: '#cf1322' }} prefix={<CloseCircleOutlined />} />
+              valueStyle={{ color: statusColors.failed }} prefix={<CloseCircleOutlined />} />
           </Card>
         </Col>
         <Col xs={24} sm={12} md={6}>
           <Card>
             <Statistic title="通过率" value={report.summary.pass_rate * 100} precision={1} suffix="%"
-              valueStyle={{ color: report.summary.pass_rate >= 0.8 ? '#3f8600' : '#cf1322' }} />
+              valueStyle={{ color: passRateColor(report.summary.pass_rate) }} />
           </Card>
         </Col>
       </Row>
@@ -475,7 +476,7 @@ function CompareView({ result }: { result: CompareResult | null }) {
   }
 
   const { run_a, run_b, delta, cases, changed_cases } = result
-  const deltaColor = (v: number) => v > 0 ? '#3f8600' : v < 0 ? '#cf1322' : colors.textMuted
+  const deltaColor = (v: number) => v > 0 ? statusColors.completed : v < 0 ? statusColors.failed : colors.textMuted
   const deltaSign = (v: number) => v > 0 ? `+${v}` : String(v)
 
   return (