diff --git a/frontend-v2/video/src/shots/dashboard-usage.ts b/frontend-v2/video/src/shots/dashboard-usage.ts
new file mode 100644
index 00000000..ee0848f7
--- /dev/null
+++ b/frontend-v2/video/src/shots/dashboard-usage.ts
@@ -0,0 +1,152 @@
+import type { Shot } from '../record/shot.ts'
+import type { Locator, Page } from 'playwright'
+import type { Director } from '../record/director.ts'
+
+/** Scrolls the actual page with the wheel, keeping the native layout and scroll containers intact. */
+async function reveal(d: Director, page: Page, target: Locator) {
+  const height = await page.evaluate(() => innerHeight)
+  await page.mouse.move(1020, height * 0.65)
+  for (let step = 0; step < 12; step++) {
+    const box = await target.boundingBox()
+    if (!box) throw new Error('Recording target is not rendered.')
+    const delta = box.y - height * 0.3
+    if (Math.abs(delta) < 40) break
+    await page.mouse.wheel(0, Math.max(-280, Math.min(280, delta)))
+    await d.hold(280)
+    const moved = await target.boundingBox()
+    if (moved && Math.abs(moved.y - box.y) < 2) break
+  }
+  await d.hold(650)
+}
+
+/** Workspace usage is a labelled demo; the selected detail must have real, known gateway usage. */
+export const dashboardUsage: Shot = {
+  name: 'dashboard-usage',
+  scene: 'lead',
+  account: 'chen.mo@demo.ora-space.dev',
+  start: '/dashboard',
+  async ready(page) {
+    await page.getByRole('region', { name: '空间用量', exact: true }).waitFor()
+    // Fail closed on the old fixed team overview instead of accidentally filming it again.
+    await page.getByRole('region', { name: '任务概览', exact: true }).waitFor()
+    await page.getByRole('list', { name: 'Agent 会话', exact: true }).waitFor()
+    const base = new URL(page.url()).origin
+    const response = await page.request.get(`${base}/api/v1/me/tenants`)
+    const tenants = await response.json() as { items: { id: string }[] }
+    const tenant = tenants.items[0]?.id
+    if (!tenant) throw new Error('Dashboard recording requires a workspace.')
+    const root = `${base}/api/v2/tenants/${tenant}/dashboard/sessions`
+    let after = ''
+    let selected = ''
+    const wanted = process.env.VIDEO_DASHBOARD_SESSION_ID
+    do {
+      const response = await page.request.get(root, { params: after ? { after } : {} })
+      if (!response.ok()) throw new Error('Cannot read dashboard sessions for recording.')
+      const sessions = await response.json() as {
+        items: { id: string; title: string; model: string; status: string }[]
+        nextCursor: string
+      }
+      for (const session of sessions.items) {
+        if (wanted && session.id !== wanted) continue
+        if (session.status !== 'completed' || /fixture|预置分析样例/i.test(`${session.title} ${session.model}`)) continue
+        const response = await page.request.get(`${root}/${session.id}/statistics`)
+        if (!response.ok()) continue
+        const stats = await response.json() as {
+          counts: { total: number }
+          usage: { inputTokens: { value: number | null }; outputTokens: { value: number | null } }
+        }
+        if (stats.counts.total > 0 && stats.usage.inputTokens.value !== null && stats.usage.outputTokens.value !== null) {
+          selected = session.id
+          break
+        }
+      }
+      after = sessions.nextCursor
+    } while (!selected && after)
+    if (!selected) throw new Error('Run a real Agent first: no completed session has known input/output usage.')
+    // Resolve the target before recording without changing application data or choosing a seed sample.
+    const link = page.getByRole('list', { name: 'Agent 会话' }).locator(`a[href$="/${selected}"]`)
+    while (!await link.count()) {
+      const more = page.getByRole('button', { name: '加载更多会话', exact: true })
+      if (!await more.count()) throw new Error('Selected session is not available in the list.')
+      await more.click()
+      await page.waitForTimeout(300)
+    }
+    await link.waitFor()
+    await page.evaluate(id => { sessionStorage.setItem('video-dashboard-session', id) }, selected)
+    console.log(`Dashboard recording uses real session ${selected}`)
+  },
+  async play(d, page) {
+    d.slide({
+      eyebrow: '05 / Dashboard',
+      title: '从空间用量，到每次执行',
+      subtitle: '用量有概览，执行有记录',
+      narration: '从空间用量，到每次执行。',
+    })
+    await d.focus('page', 1)
+    const usage = page.getByRole('region', { name: '空间用量', exact: true })
+    await d.mark(usage.getByLabel('空间用量汇总'), {
+      label: '空间用量 · 演示数据',
+      narration: '在空间里，集中查看 Token 用量与工具调用。这里展示的是演示数据。',
+    })
+    await d.hold(7100)
+
+    d.say({ narration: '再进入一次真实运行，查看具体的执行记录。' })
+    await d.click(page.getByRole('navigation', { name: 'Dashboard 分区' }).getByRole('link', { name: /会话分析/ }))
+    const id = await page.evaluate(() => sessionStorage.getItem('video-dashboard-session'))
+    await d.click(page.getByRole('list', { name: 'Agent 会话' }).locator(`a[href$="/${id}"]`))
+    await page.getByRole('region', { name: '会话概览' }).waitFor()
+    await d.hold(1600)
+
+    await d.click(page.getByRole('button', { name: '模型请求', exact: true }))
+    const summary = page.getByRole('region', { name: '模型请求汇总' })
+    await summary.waitFor()
+    await d.mark(summary.getByText('已记录请求', { exact: true }).locator('..'), {
+      label: '真实模型请求',
+      narration: '模型发起了多少请求，输入、输出用了多少 Token，都能展开查看。',
+    })
+    await d.hold(2300)
+    const input = summary.getByText('输入 Token', { exact: true }).locator('..')
+    await reveal(d, page, input)
+    await d.mark(input, { label: '上游报告的用量', ms: 4000 })
+    await d.hold(4100)
+
+    d.say({ narration: '向下滚动，还能查看每次请求的状态、耗时和具体用量。' })
+    const requests = page.getByRole('region', { name: '模型请求明细', exact: true })
+    await reveal(d, page, requests)
+    await d.hold(2000)
+    const requestScroll = requests.locator('table').locator('..')
+    const overflow = await requestScroll.evaluate(element => element.scrollWidth - element.clientWidth)
+    if (overflow > 2) {
+      const box = await requestScroll.boundingBox()
+      if (box) {
+        await page.mouse.move(box.x + box.width * 0.65, Math.min(500, box.y + 120))
+        await page.mouse.wheel(Math.min(overflow, 600), 0)
+        await d.hold(1700)
+        await page.mouse.wheel(-Math.min(overflow, 600), 0)
+      }
+    }
+    await d.hold(1200)
+
+    d.say({ narration: '工具调用也有记录：次数、执行状态，以及已记录的耗时。' })
+    await d.click(page.getByRole('button', { name: '工具统计', exact: true }))
+    const tools = page.getByRole('region', { name: '工具统计', exact: true })
+    const row = tools.locator('tbody tr').first()
+    await row.waitFor()
+    await d.mark(row.locator('td').nth(1), { label: '真实工具记录', ms: 5300 })
+    await d.hold(5100)
+
+    d.say({ narration: '从整体用量到单次执行，让 Agent 的工作过程看得见。' })
+    await d.click(page.getByRole('button', { name: '时间轴', exact: true }))
+    await page.getByRole('region', { name: '会话时间轴', exact: true }).waitFor()
+    await d.hold(2100)
+    const events = page.getByRole('table', { name: '时间轴事件', exact: true })
+    await reveal(d, page, events)
+    d.say({ narration: '沿着时间轴查看事件，也能展开工具执行的详细记录。' })
+    const tool = events.locator('tbody tr[data-event-id]').filter({ hasText: '工具' }).first().getByRole('button')
+    await d.click(tool)
+    await d.hold(2000)
+    const details = page.getByRole('complementary', { name: '事件详情', exact: true })
+    await reveal(d, page, details)
+    await d.hold(2800)
+  },
+}
diff --git a/frontend-v2/video/src/shots/index.ts b/frontend-v2/video/src/shots/index.ts
index 91440cce..26666bc8 100644
--- a/frontend-v2/video/src/shots/index.ts
+++ b/frontend-v2/video/src/shots/index.ts
@@ -3,6 +3,7 @@ import { leadDecompose } from './lead-decompose.ts'
 import { oraOverview } from './ora-overview.ts'
 import { newcomerCdase } from './newcomer-cdase.ts'
 import { qualityScan } from './quality-scan.ts'
+import { dashboardUsage } from './dashboard-usage.ts'
 
 /** Every shot the recorder knows, by name, in the order the film plays them. */
 export const shots: Record<string, Shot> = {
@@ -10,4 +11,5 @@ export const shots: Record<string, Shot> = {
   [newcomerCdase.name]: newcomerCdase,
   [leadDecompose.name]: leadDecompose,
   [qualityScan.name]: qualityScan,
+  [dashboardUsage.name]: dashboardUsage,
 }