diff --git a/vehicle-data-platform/apps/web/src/v2/pages/HistoryPage.test.tsx b/vehicle-data-platform/apps/web/src/v2/pages/HistoryPage.test.tsx
index 5778acc3..4d980bb6 100644
--- a/vehicle-data-platform/apps/web/src/v2/pages/HistoryPage.test.tsx
+++ b/vehicle-data-platform/apps/web/src/v2/pages/HistoryPage.test.tsx
@@ -205,7 +205,7 @@ test('uses one focused Semi bottom SideSheet for the complete mobile history que
   mocks.historyExports.mockResolvedValue([]);
   renderPage('/history');
 
-  await screen.findByText('选择车辆开始查询');
+  await screen.findByText('选择车辆，开始核验历史证据');
   const trigger = screen.getByRole('button', { name: '修改查询范围：请选择车辆' });
   expect(trigger).toHaveAttribute('aria-expanded', 'false');
   expect(screen.queryByRole('button', { name: '展开趋势' })).not.toBeInTheDocument();
diff --git a/vehicle-data-platform/apps/web/src/v2/pages/HistoryPage.tsx b/vehicle-data-platform/apps/web/src/v2/pages/HistoryPage.tsx
index 450193fa..ffa8711b 100644
--- a/vehicle-data-platform/apps/web/src/v2/pages/HistoryPage.tsx
+++ b/vehicle-data-platform/apps/web/src/v2/pages/HistoryPage.tsx
@@ -1,5 +1,5 @@
 import { useMutation, useQuery, useQueryClient, type UseQueryResult } from '@tanstack/react-query';
-import { IconChevronRight, IconClose, IconDownload, IconRefresh, IconSearch, IconSetting } from '@douyinfe/semi-icons';
+import { IconCalendar, IconChevronRight, IconClose, IconDownload, IconMapPin, IconRefresh, IconSearch, IconSetting } from '@douyinfe/semi-icons';
 import { Button, Card, CardGroup, Checkbox, Descriptions, Dropdown, Empty, Input, Progress, Select, Spin, Table, Tag, Typography } from '@douyinfe/semi-ui';
 import { FormEvent, KeyboardEvent, useCallback, useEffect, useMemo, useState } from 'react';
 import { useSearchParams } from 'react-router-dom';
@@ -8,7 +8,7 @@ import type { HistoryDataResponse, HistoryDataRow, HistoryExportJob, HistoryExpo
 import { buildHistorySeriesPanels, formatExportFileSize, formatHistoryValue, formatSeriesGrain, historyExportPollInterval, parseHistoryKeywords } from '../domain/history';
 import { downloadBlob } from '../domain/download';
 import { formatShanghaiDateTime } from '../domain/formatters';
-import { InlineError, PanelEmpty, PanelLoading } from '../shared/AsyncState';
+import { InlineError, PanelEmpty, PanelLoading, WorkspaceEmptyGuide } from '../shared/AsyncState';
 import { MonitorReturnBar } from '../shared/MonitorReturnBar';
 import { MobileFilterToggle } from '../shared/MobileFilterToggle';
 import { MobileFilterSheet, MobileFilterSheetSection } from '../shared/MobileFilterSheet';
@@ -593,11 +593,26 @@ export default function HistoryPage() {
             {dataQuery.isPending && keywords.length
               ? <PanelLoading className="v2-history-loading" title="正在加载当前筛选范围的历史数据" description="按车辆、时间和协议整理可追溯证据。" />
               : !resultRows.length
-                ? <PanelEmpty className="v2-history-empty"
-                  title={keywords.length ? '当前条件没有历史记录' : '选择车辆开始查询'}
-                  description={keywords.length ? '调整车辆、时间或数据来源后重试。' : '支持车牌或 VIN，最多可同时查询 5 台车辆。'}
-                  action={mobileLayout ? <Button className="v2-history-empty-action" theme="solid" icon={<IconSearch />} aria-label={keywords.length ? '调整查询范围' : '选择车辆并查询'} onClick={() => setFiltersCollapsed(false)}>{keywords.length ? '调整查询范围' : '选择车辆并查询'}</Button> : null}
-                />
+                ? keywords.length
+                  ? <PanelEmpty
+                    className="v2-history-empty"
+                    title="当前条件没有历史记录"
+                    description="调整车辆、时间或数据来源后重试。"
+                    action={<Button className="v2-history-empty-action" theme="light" icon={<IconSearch />} aria-label="调整查询范围" onClick={() => setFiltersCollapsed(false)}>调整查询范围</Button>}
+                  />
+                  : <WorkspaceEmptyGuide
+                    className="v2-history-empty"
+                    eyebrow="从一个明确的车辆范围开始"
+                    icon={<IconSearch />}
+                    title="选择车辆，开始核验历史证据"
+                    description="一次最多查询 5 台车辆，结果会保留协议来源、质量说明与 RAW 证据。"
+                    steps={[
+                      { icon: <IconSearch />, title: '选择车辆', description: '支持车牌、VIN 与批量粘贴' },
+                      { icon: <IconCalendar />, title: '确认时间', description: '按上海时区精确到分钟' },
+                      { icon: <IconMapPin />, title: '核验数据', description: '位置、RAW 与日里程统一检索' }
+                    ]}
+                    action={<Button className="v2-history-empty-action" theme="solid" icon={<IconSearch />} aria-label="选择车辆并查询" onClick={() => setFiltersCollapsed(false)}>选择车辆并查询</Button>}
+                  />
                 : null}
           </div>
           {keywords.length ? <footer><TablePagination page={page} totalPages={totalPages} info={`共 ${(result?.total ?? 0).toLocaleString('zh-CN')} 条`} onPageChange={(next) => setOffset((next - 1) * limit)} pageSize={mobileLayout ? undefined : limit} onPageSizeChange={(next) => { setLimit(next); setOffset(0); }} pageSizeOptions={mobileLayout ? undefined : [{ value: 20, label: '20 条/页' }, { value: 50, label: '50 条/页' }, { value: 100, label: '100 条/页' }]} /></footer> : null}
diff --git a/vehicle-data-platform/apps/web/src/v2/pages/TrackPage.tsx b/vehicle-data-platform/apps/web/src/v2/pages/TrackPage.tsx
index b3ee6ba0..0ce7d5f2 100644
--- a/vehicle-data-platform/apps/web/src/v2/pages/TrackPage.tsx
+++ b/vehicle-data-platform/apps/web/src/v2/pages/TrackPage.tsx
@@ -11,7 +11,7 @@ import type { TrackPlaybackEvent, TrackPlaybackResponse, VehicleRow } from '../.
 import { protocolDisplayLabel } from '../domain/protocols';
 import { buildTrackRailSelection, downloadTrackCsv, formatDuration, sampledEventIndex, TRACK_ADDRESS_SETTLE_MS, trackAddressCoordinate, trackPlaybackInterval, trackPointMileageAvailable, type TrackAddressCoordinate } from '../domain/track';
 import { TrackMap } from '../map/TrackMap';
-import { InlineError } from '../shared/AsyncState';
+import { InlineError, WorkspaceEmptyGuide } from '../shared/AsyncState';
 import { MonitorReturnBar } from '../shared/MonitorReturnBar';
 import { ProtocolTag } from '../shared/ProtocolTag';
 import { SegmentedTabs } from '../shared/SegmentedTabs';
@@ -513,7 +513,18 @@ export default function TrackPage() {
           </div>
           <p title={addressSettling ? undefined : addressQuery.data?.formattedAddress}>{playing ? '播放中，暂停地址解析' : addressSettling ? '位置已变化，等待地址解析…' : addressQuery.isFetching ? '地址解析中…' : addressQuery.data?.formattedAddress || `${current?.longitude.toFixed(6)}, ${current?.latitude.toFixed(6)}`}</p>
         </Card>
-      </> : <Card className="v2-track-empty-state" bodyStyle={{ padding: 0 }}><Empty image={<IconMapPin />} title="先选择车辆，再开始轨迹回放" description="地图会显示完整路径、停留点、事件点和播放位置。"><Button theme="solid" icon={<IconSearch />} onClick={() => setRailCollapsed(false)}>选择车辆</Button></Empty></Card>}
+      </> : <Card className="v2-track-empty-state" bodyStyle={{ padding: 0 }}><WorkspaceEmptyGuide
+        eyebrow="轨迹回放"
+        icon={<IconMapPin />}
+        title="先选择车辆，再开始轨迹回放"
+        description="地图会呈现完整路径、停留点、事件点与逐帧播放位置。"
+        steps={[
+          { icon: <IconSearch />, title: '选择车辆', description: '车牌或 VIN 精确定位' },
+          { icon: <IconMapPin />, title: '确认来源', description: '自动选择最佳定位来源' },
+          { icon: <IconPlay />, title: '播放核验', description: '逐点查看速度、里程与事件' }
+        ]}
+        action={<Button theme="solid" icon={<IconSearch />} onClick={() => setRailCollapsed(false)}>选择车辆</Button>}
+      /></Card>}
 
       {query.isFetching ? <div className="v2-track-loading"><span className="v2-spinner" />正在读取并加工历史轨迹</div> : null}
       {query.isError ? <div className="v2-track-error"><InlineError message={query.error instanceof Error ? query.error.message : '轨迹查询失败'} onRetry={() => query.refetch()} /></div> : null}
diff --git a/vehicle-data-platform/apps/web/src/v2/productionEntry.test.ts b/vehicle-data-platform/apps/web/src/v2/productionEntry.test.ts
index 30e084c2..f925d785 100644
--- a/vehicle-data-platform/apps/web/src/v2/productionEntry.test.ts
+++ b/vehicle-data-platform/apps/web/src/v2/productionEntry.test.ts
@@ -183,7 +183,8 @@ describe('V2 production entry', () => {
     expect(corePageSources.HistoryPage).toContain('<Descriptions className="v2-evidence-values"');
     expect(corePageSources.HistoryPage).toContain('<Card className={`v2-export-job-card');
     expect(corePageSources.HistoryPage).toContain('<Progress className="v2-export-job-progress"');
-    expect(corePageSources.HistoryPage).toContain('<PanelEmpty className="v2-history-empty"');
+    expect(corePageSources.HistoryPage).toContain('<PanelEmpty');
+    expect(corePageSources.HistoryPage).toContain('<WorkspaceEmptyGuide');
     expect(corePageSources.HistoryPage).toContain('<PanelLoading className="v2-history-loading"');
     expect(corePageSources.HistoryPage).not.toContain('row ? <><dl>');
     expect(corePageSources.HistoryPage).not.toContain('job) => <article');
@@ -412,7 +413,8 @@ describe('V2 production entry', () => {
     expect(corePageSources.TrackPage).toContain('<List className="v2-track-evidence-list v2-track-stop-list"');
     expect(corePageSources.TrackPage).toContain('<List className="v2-track-evidence-list v2-track-event-list"');
     expect(corePageSources.TrackPage).toContain('<List.Item className="v2-track-evidence-item"');
-    expect(corePageSources.TrackPage).toContain('<Empty image={<IconMapPin />} title="先选择车辆，再开始轨迹回放"');
+    expect(corePageSources.TrackPage).toContain('<WorkspaceEmptyGuide');
+    expect(corePageSources.TrackPage).toContain('title="先选择车辆，再开始轨迹回放"');
     expect(corePageSources.TrackPage).toContain("from '../shared/WorkspaceSideSheet'");
     expect(corePageSources.TrackPage).toContain('<WorkspaceSideSheet');
     expect(corePageSources.TrackPage).toContain('variant="editor"');
diff --git a/vehicle-data-platform/apps/web/src/v2/shared/AsyncState.test.tsx b/vehicle-data-platform/apps/web/src/v2/shared/AsyncState.test.tsx
index 8f0ed189..85ee55c2 100644
--- a/vehicle-data-platform/apps/web/src/v2/shared/AsyncState.test.tsx
+++ b/vehicle-data-platform/apps/web/src/v2/shared/AsyncState.test.tsx
@@ -1,6 +1,6 @@
 import { cleanup, fireEvent, render, screen } from '@testing-library/react';
 import { afterEach, expect, test, vi } from 'vitest';
-import { EmptyState, InlineError, PageLoading, PanelEmpty, PanelLoading } from './AsyncState';
+import { EmptyState, InlineError, PageLoading, PanelEmpty, PanelLoading, WorkspaceEmptyGuide } from './AsyncState';
 
 afterEach(cleanup);
 
@@ -29,6 +29,27 @@ test('keeps empty states consistent while allowing a clear next action', () => {
   expect(action).toHaveBeenCalledTimes(1);
 });
 
+test('renders a guided Semi empty workspace with clear ordered actions', () => {
+  const action = vi.fn();
+  const view = render(<WorkspaceEmptyGuide
+    eyebrow="历史证据"
+    title="选择车辆开始查询"
+    description="按范围读取可追溯数据。"
+    steps={[
+      { title: '选择车辆', description: '车牌或 VIN' },
+      { title: '确认时间', description: '上海时区' },
+      { title: '核验数据', description: '位置与里程' }
+    ]}
+    action={<button onClick={action}>开始查询</button>}
+  />);
+
+  expect(view.container.querySelector('.v2-workspace-empty-guide')).toBeInTheDocument();
+  expect(view.container.querySelectorAll('.v2-workspace-empty-guide-step.semi-card')).toHaveLength(3);
+  expect(screen.getByText('历史证据')).toBeInTheDocument();
+  fireEvent.click(screen.getByRole('button', { name: '开始查询' }));
+  expect(action).toHaveBeenCalledTimes(1);
+});
+
 test('announces recoverable errors and exposes a Semi retry action', () => {
   const retry = vi.fn();
   render(<InlineError message="服务暂时不可用" onRetry={retry} />);
diff --git a/vehicle-data-platform/apps/web/src/v2/shared/AsyncState.tsx b/vehicle-data-platform/apps/web/src/v2/shared/AsyncState.tsx
index e8a64d13..4bc7f3fe 100644
--- a/vehicle-data-platform/apps/web/src/v2/shared/AsyncState.tsx
+++ b/vehicle-data-platform/apps/web/src/v2/shared/AsyncState.tsx
@@ -1,5 +1,5 @@
 import { IconAlertTriangle, IconRefresh } from '@douyinfe/semi-icons';
-import { Button, Empty, Spin, Typography } from '@douyinfe/semi-ui';
+import { Button, Card, CardGroup, Empty, Spin, Typography } from '@douyinfe/semi-ui';
 import type { ReactNode } from 'react';
 
 type StateScope = 'page' | 'panel' | 'inline';
@@ -75,6 +75,51 @@ export function PanelEmpty({
   return <StateSurface className={className} kind="empty" scope="panel" title={title} description={description} action={action} />;
 }
 
+export type WorkspaceEmptyGuideStep = {
+  title: string;
+  description: string;
+  icon?: ReactNode;
+};
+
+export function WorkspaceEmptyGuide({
+  title,
+  description,
+  steps,
+  icon,
+  eyebrow,
+  action,
+  secondaryAction,
+  className = ''
+}: {
+  title: string;
+  description: string;
+  steps: WorkspaceEmptyGuideStep[];
+  icon?: ReactNode;
+  eyebrow?: string;
+  action?: ReactNode;
+  secondaryAction?: ReactNode;
+  className?: string;
+}) {
+  const classes = ['v2-state-surface', 'is-empty', 'is-panel', 'v2-workspace-empty-guide', className].filter(Boolean).join(' ');
+
+  return <section className={classes} role="status" aria-live="polite">
+    {eyebrow ? <Typography.Text className="v2-workspace-empty-guide-eyebrow" type="tertiary">{eyebrow}</Typography.Text> : null}
+    <Empty
+      className="v2-workspace-empty-guide-message"
+      image={icon ? <span className="v2-workspace-empty-guide-icon">{icon}</span> : undefined}
+      title={title}
+      description={description}
+    />
+    <CardGroup className="v2-workspace-empty-guide-steps" type="grid" spacing={0}>
+      {steps.map((step, index) => <Card key={`${step.title}-${index}`} className="v2-workspace-empty-guide-step" bodyStyle={{ padding: 0 }}>
+        <span className="v2-workspace-empty-guide-step-index">{step.icon ?? index + 1}</span>
+        <span><Typography.Text strong>{step.title}</Typography.Text><Typography.Text type="tertiary" size="small">{step.description}</Typography.Text></span>
+      </Card>)}
+    </CardGroup>
+    {action || secondaryAction ? <div className="v2-workspace-empty-guide-actions">{action}{secondaryAction}</div> : null}
+  </section>;
+}
+
 export function InlineError({ message, onRetry }: { message: string; onRetry?: () => void }) {
   return <StateSurface
     className="v2-inline-state"
diff --git a/vehicle-data-platform/apps/web/src/v2/styles/workspace.css b/vehicle-data-platform/apps/web/src/v2/styles/workspace.css
index 90f05959..b7a57623 100644
--- a/vehicle-data-platform/apps/web/src/v2/styles/workspace.css
+++ b/vehicle-data-platform/apps/web/src/v2/styles/workspace.css
@@ -23363,3 +23363,262 @@
     grid-template-columns: repeat(2, minmax(0, 1fr));
   }
 }
+
+/*
+ * Guided Semi UI empty workspaces.
+ * Empty result canvases should explain the task path instead of leaving a
+ * large, visually inert panel. History and track playback share this contract.
+ */
+.v2-workspace-empty-guide {
+  display: flex;
+  width: min(760px, calc(100% - 40px));
+  min-width: 0;
+  align-items: center;
+  justify-content: center;
+  flex-direction: column;
+  margin: auto;
+  padding: 26px;
+  text-align: center;
+}
+
+.v2-workspace-empty-guide-eyebrow.semi-typography {
+  margin-bottom: 9px;
+  color: #6f7f92;
+  font-size: 10px;
+  font-weight: 700;
+  letter-spacing: .08em;
+}
+
+.v2-workspace-empty-guide-message.semi-empty {
+  min-height: 0;
+  padding: 0;
+}
+
+.v2-workspace-empty-guide-message .semi-empty-image {
+  display: grid;
+  width: auto;
+  height: auto;
+  place-items: center;
+  margin-bottom: 13px;
+}
+
+.v2-workspace-empty-guide-icon {
+  display: grid;
+  width: 48px;
+  height: 48px;
+  place-items: center;
+  border: 1px solid #cfe0fa;
+  border-radius: 14px;
+  background: #edf5ff;
+  color: var(--v2-blue);
+  box-shadow: 0 8px 20px rgba(18, 104, 223, .1);
+}
+
+.v2-workspace-empty-guide-icon .semi-icon {
+  font-size: 22px;
+}
+
+.v2-workspace-empty-guide-message .semi-empty-title {
+  margin-top: 0;
+  color: #25384f;
+  font-size: 18px;
+  font-weight: 750;
+  letter-spacing: -.01em;
+}
+
+.v2-workspace-empty-guide-message .semi-empty-description {
+  max-width: 560px;
+  margin-top: 7px;
+  color: #748398;
+  font-size: 12px;
+  line-height: 1.65;
+}
+
+.v2-workspace-empty-guide-steps.semi-card-group {
+  display: grid;
+  width: 100%;
+  grid-template-columns: repeat(3, minmax(0, 1fr));
+  gap: 8px;
+  margin-top: 21px;
+}
+
+.v2-workspace-empty-guide-step.semi-card {
+  min-width: 0;
+  overflow: hidden;
+  border: 1px solid #e0e7f0;
+  border-radius: 10px;
+  background: #fff;
+  box-shadow: 0 3px 12px rgba(31, 48, 70, .04);
+}
+
+.v2-workspace-empty-guide-step > .semi-card-body {
+  display: grid;
+  min-height: 72px;
+  grid-template-columns: 32px minmax(0, 1fr);
+  align-items: center;
+  gap: 10px;
+  padding: 10px 12px !important;
+  text-align: left;
+}
+
+.v2-workspace-empty-guide-step-index {
+  display: grid;
+  width: 30px;
+  height: 30px;
+  place-items: center;
+  border-radius: 9px;
+  background: #f0f5fc;
+  color: #3976cc;
+  font-size: 13px;
+  font-weight: 800;
+}
+
+.v2-workspace-empty-guide-step-index .semi-icon {
+  font-size: 15px;
+}
+
+.v2-workspace-empty-guide-step > .semi-card-body > span:last-child {
+  display: grid;
+  min-width: 0;
+  gap: 3px;
+}
+
+.v2-workspace-empty-guide-step .semi-typography {
+  overflow: hidden;
+  text-overflow: ellipsis;
+}
+
+.v2-workspace-empty-guide-step .semi-typography:first-child {
+  color: #33485f;
+  font-size: 12px;
+}
+
+.v2-workspace-empty-guide-step .semi-typography:last-child {
+  color: #8290a2;
+  font-size: 9px;
+  line-height: 1.45;
+}
+
+.v2-workspace-empty-guide-actions {
+  display: flex;
+  align-items: center;
+  justify-content: center;
+  gap: 8px;
+  margin-top: 18px;
+}
+
+.v2-workspace-empty-guide-actions > .semi-button {
+  min-height: 38px;
+  border-radius: 8px;
+  padding-inline: 18px;
+  font-weight: 700;
+}
+
+.v2-history-empty.v2-workspace-empty-guide {
+  position: sticky;
+  left: 0;
+  min-height: 100%;
+}
+
+.v2-track-empty-state.semi-card {
+  width: min(680px, calc(100% - 44px));
+}
+
+.v2-track-empty-state > .semi-card-body > .v2-workspace-empty-guide {
+  width: 100%;
+  padding: 22px;
+}
+
+.v2-track-empty-state .v2-workspace-empty-guide-message .semi-empty-description {
+  max-width: 480px;
+}
+
+.v2-track-empty-state .v2-workspace-empty-guide strong {
+  margin-top: 0;
+}
+
+@media (max-width: 680px) {
+  .v2-workspace-empty-guide {
+    width: calc(100% - 20px);
+    padding: 20px 10px;
+  }
+
+  .v2-workspace-empty-guide-eyebrow.semi-typography {
+    margin-bottom: 7px;
+    font-size: 9px;
+  }
+
+  .v2-workspace-empty-guide-icon {
+    width: 44px;
+    height: 44px;
+    border-radius: 12px;
+  }
+
+  .v2-workspace-empty-guide-message .semi-empty-title {
+    font-size: 15px;
+  }
+
+  .v2-workspace-empty-guide-message .semi-empty-description {
+    max-width: 310px;
+    font-size: 10px;
+  }
+
+  .v2-workspace-empty-guide-steps.semi-card-group {
+    gap: 6px;
+    margin-top: 16px;
+  }
+
+  .v2-workspace-empty-guide-step > .semi-card-body {
+    min-height: 92px;
+    grid-template-columns: 1fr;
+    align-content: start;
+    justify-items: center;
+    gap: 7px;
+    padding: 9px 6px !important;
+    text-align: center;
+  }
+
+  .v2-workspace-empty-guide-step-index {
+    width: 28px;
+    height: 28px;
+  }
+
+  .v2-workspace-empty-guide-step .semi-typography:first-child {
+    font-size: 10px;
+  }
+
+  .v2-workspace-empty-guide-step .semi-typography:last-child {
+    display: -webkit-box;
+    font-size: 8px;
+    line-height: 1.35;
+    -webkit-box-orient: vertical;
+    -webkit-line-clamp: 2;
+  }
+
+  .v2-workspace-empty-guide-actions {
+    width: 100%;
+    margin-top: 15px;
+  }
+
+  .v2-workspace-empty-guide-actions > .semi-button {
+    min-width: 168px;
+    min-height: 42px;
+  }
+
+  .v2-history-empty.v2-workspace-empty-guide {
+    min-height: 430px;
+  }
+
+  .v2-track-empty-state.semi-card {
+    width: calc(100% - 24px);
+    transform: translate(-50%, calc(-50% - 44px));
+  }
+
+  .v2-track-empty-state > .semi-card-body > .v2-workspace-empty-guide {
+    padding: 17px 9px;
+  }
+
+  .v2-track-empty-state .v2-workspace-empty-guide-message .semi-empty-description {
+    max-width: 300px;
+  }
+}