diff --git a/app/renderer/lib/types.ts b/app/renderer/lib/types.ts
index 9a87f25..28649b2 100644
--- a/app/renderer/lib/types.ts
+++ b/app/renderer/lib/types.ts
@@ -178,6 +178,20 @@ export type MenubarPayload = {
       calls: number
       date: string
     }>
+    // Workflow-intelligence rollups (src/menubar-json.ts buildWorkflow /
+    // buildTopReworkedFiles). Optional: older CLIs omit them, so the Overview
+    // workflow card renders only when they are present with real signal.
+    workflow?: {
+      corrections: number
+      correctionRate: number | null
+      medianTimeToFirstEditMs: number | null
+    }
+    // Files most reworked by edit-family calls, basename-only, ranked by
+    // distinct sessions then edits (src/menubar-json.ts buildTopReworkedFiles).
+    topReworkedFiles?: Array<{ path: string; sessions: number; edits: number }>
+    // Share (0-1) of cost-bearing calls that resolved a price. Below 1 means some
+    // usage priced against no table entry; null when not computable.
+    pricingCoverage?: number | null
     retryTax: {
       totalUSD: number
       retries: number
@@ -421,6 +435,10 @@ export type ActReportJson = {
 // ————— src/sessions-report.ts —————
 export type SessionRow = {
   sessionId: string
+  // Captured human title (src/sessions-report.ts). Empty string when the
+  // transcript produced none; optional so older CLIs that predate the field
+  // render unchanged (the row falls back to the project as its primary label).
+  title?: string
   project: string
   provider: string
   models: string[]
diff --git a/app/renderer/sections/Overview.test.tsx b/app/renderer/sections/Overview.test.tsx
index f76e498..3138792 100644
--- a/app/renderer/sections/Overview.test.tsx
+++ b/app/renderer/sections/Overview.test.tsx
@@ -700,3 +700,113 @@ describe('Overview', () => {
     expect(within(outcome).getByText('€36.00')).toBeInTheDocument()
   })
 })
+
+type WorkflowOverrides = {
+  workflow?: MenubarPayload['current']['workflow']
+  topReworkedFiles?: MenubarPayload['current']['topReworkedFiles']
+  pricingCoverage?: MenubarPayload['current']['pricingCoverage']
+}
+
+function workflowPayload(now: Date, over: WorkflowOverrides): MenubarPayload {
+  const base = makePayload(now)
+  return { ...base, current: { ...base.current, ...over } }
+}
+
+describe('Overview workflow card', () => {
+  beforeEach(() => {
+    setActiveCurrency({ code: 'USD', symbol: '$', rate: 1 })
+    getOverview.mockReset()
+    getActReport.mockReset()
+    getYield.mockReset()
+    getActReport.mockResolvedValue({ totals: { realizedCostUSD: 0, measuredActions: 0 } })
+    getYield.mockResolvedValue(makeYieldReport())
+  })
+  afterEach(() => vi.useRealTimers())
+
+  function workflowRegion(): HTMLElement {
+    return screen.getByRole('heading', { name: 'Workflow' }).closest('.ov-workflow-widget') as HTMLElement
+  }
+
+  it('renders correction rate, time to first edit, top rework, coverage chip, and a coaching note', async () => {
+    const now = new Date()
+    getOverview.mockResolvedValue(workflowPayload(now, {
+      workflow: { corrections: 7, correctionRate: 0.2, medianTimeToFirstEditMs: 45_000 },
+      topReworkedFiles: [{ path: 'parser.ts', sessions: 4, edits: 12 }],
+      pricingCoverage: 0.92,
+    }))
+
+    render(<Overview period="30days" provider="all" />)
+
+    const card = await waitFor(() => workflowRegion())
+    expect(within(card).getByText('Correction rate')).toBeInTheDocument()
+    expect(within(card).getByText('20%')).toBeInTheDocument()
+    expect(within(card).getByText('7 corrections')).toBeInTheDocument()
+    expect(within(card).getByText('Time to first edit')).toBeInTheDocument()
+    // Under 60s renders as seconds, not minutes.
+    expect(within(card).getByText('45s')).toBeInTheDocument()
+    expect(within(card).getByText(/Top rework:/)).toHaveTextContent('Top rework: parser.ts · 4 sessions · 12 edits')
+    // pricingCoverage 0.92 → a "92% priced" caveat chip.
+    expect(within(card).getByText('92% priced')).toBeInTheDocument()
+    // Corrections clears its bar first, so its coaching line wins.
+    expect(within(card).getByText(/You corrected the assistant on 20% of prompts \(7 times\)/)).toBeInTheDocument()
+  })
+
+  it('does not render at all when the payload carries no workflow signal', async () => {
+    const now = new Date()
+    // makePayload omits workflow/topReworkedFiles/pricingCoverage entirely.
+    getOverview.mockResolvedValue(makePayload(now))
+
+    render(<Overview period="30days" provider="all" />)
+
+    await screen.findByText('$312.40')
+    expect(screen.queryByRole('heading', { name: 'Workflow' })).not.toBeInTheDocument()
+  })
+
+  it('stays hidden when workflow exists but every metric is empty', async () => {
+    const now = new Date()
+    getOverview.mockResolvedValue(workflowPayload(now, {
+      workflow: { corrections: 0, correctionRate: null, medianTimeToFirstEditMs: null },
+      topReworkedFiles: [],
+      pricingCoverage: 1,
+    }))
+
+    render(<Overview period="30days" provider="all" />)
+
+    await screen.findByText('$312.40')
+    expect(screen.queryByRole('heading', { name: 'Workflow' })).not.toBeInTheDocument()
+  })
+
+  it('picks the churn note and formats minutes when corrections are below the bar', async () => {
+    const now = new Date()
+    getOverview.mockResolvedValue(workflowPayload(now, {
+      workflow: { corrections: 1, correctionRate: 0.05, medianTimeToFirstEditMs: 8 * 60 * 1000 },
+      topReworkedFiles: [{ path: 'router.ts', sessions: 5, edits: 30 }],
+      pricingCoverage: null,
+    }))
+
+    render(<Overview period="30days" provider="all" />)
+
+    const card = await waitFor(() => workflowRegion())
+    // >= 60s renders as whole minutes.
+    expect(within(card).getByText('8m')).toBeInTheDocument()
+    // Corrections (5%) is below 0.15, so the churn note wins over TTFE.
+    expect(within(card).getByText(/router\.ts was reworked across 5 sessions \(30 edits\)/)).toBeInTheDocument()
+    // pricingCoverage null → no chip.
+    expect(within(card).queryByText(/priced/)).not.toBeInTheDocument()
+  })
+
+  it('falls back to a neutral caption and hides the chip at full coverage when no note fires', async () => {
+    const now = new Date()
+    getOverview.mockResolvedValue(workflowPayload(now, {
+      workflow: { corrections: 1, correctionRate: 0.05, medianTimeToFirstEditMs: 30_000 },
+      topReworkedFiles: [{ path: 'small.ts', sessions: 1, edits: 2 }],
+      pricingCoverage: 1,
+    }))
+
+    render(<Overview period="30days" provider="all" />)
+
+    const card = await waitFor(() => workflowRegion())
+    expect(within(card).getByText('Corrections, first-edit latency, and file churn across your sessions.')).toBeInTheDocument()
+    expect(within(card).queryByText(/priced/)).not.toBeInTheDocument()
+  })
+})
diff --git a/app/renderer/sections/Overview.tsx b/app/renderer/sections/Overview.tsx
index 66ac77e..06cb9c6 100644
--- a/app/renderer/sections/Overview.tsx
+++ b/app/renderer/sections/Overview.tsx
@@ -129,6 +129,88 @@ function CostPerOutcome({ outcome }: { outcome: Polled<YieldJsonReport> }) {
   )
 }
 
+// Coaching-note thresholds, mirrored from the CLI so the card and the CLI never
+// disagree (src/workflow-insights.ts buildCoachingNotes).
+const WORKFLOW_CORRECTION_RATE = 0.15
+const WORKFLOW_CORRECTION_COUNT = 3
+const WORKFLOW_CHURN_SESSIONS = 3
+const WORKFLOW_TTFE_SLOW_MS = 5 * 60 * 1000
+
+/** Median time to first edit: `<60s → Ns`, else `Nm` (src/workflow-insights.ts formatDurationShort). */
+function formatWorkflowDuration(ms: number): string {
+  if (ms >= 60_000) return `${Math.round(ms / 60_000)}m`
+  return `${Math.round(ms / 1000)}s`
+}
+
+type WorkflowRollup = NonNullable<MenubarPayload['current']['workflow']>
+type ReworkedFile = { path: string; sessions: number; edits: number }
+
+/**
+ * One coaching line derived with the CLI's thresholds and dry copy voice
+ * (src/workflow-insights.ts buildCoachingNotes): corrections, then file churn,
+ * then time-to-first-edit; the first that fires. Null when none clears its bar.
+ */
+function workflowCoachingNote(workflow: WorkflowRollup, topReworked?: ReworkedFile): string | null {
+  const { correctionRate, corrections, medianTimeToFirstEditMs } = workflow
+  if (correctionRate !== null && correctionRate >= WORKFLOW_CORRECTION_RATE && corrections >= WORKFLOW_CORRECTION_COUNT) {
+    return `You corrected the assistant on ${Math.round(correctionRate * 100)}% of prompts (${corrections} times). State the requirements in the first message to cut the back and forth.`
+  }
+  if (topReworked && topReworked.sessions >= WORKFLOW_CHURN_SESSIONS) {
+    return `${topReworked.path} was reworked across ${topReworked.sessions} sessions (${topReworked.edits} edits). A focused pass on it may cost less than the repeated churn.`
+  }
+  if (medianTimeToFirstEditMs !== null && medianTimeToFirstEditMs >= WORKFLOW_TTFE_SLOW_MS) {
+    return `Median time to first edit is ${formatWorkflowDuration(medianTimeToFirstEditMs)}. Point the assistant at the target file to cut the exploration before it starts editing.`
+  }
+  return null
+}
+
+function WorkflowCard({ current }: { current: MenubarPayload['current'] }) {
+  const workflow = current.workflow
+  const topReworked = current.topReworkedFiles?.[0]
+  // Hide when there is no real signal: never show a card of zeros.
+  const hasSignal = !!workflow && (
+    workflow.correctionRate !== null ||
+    workflow.medianTimeToFirstEditMs !== null ||
+    workflow.corrections > 0 ||
+    !!topReworked
+  )
+  if (!workflow || !hasSignal) return null
+
+  const coverage = current.pricingCoverage
+  const showCoverage = typeof coverage === 'number' && coverage < 1
+  const note = workflowCoachingNote(workflow, topReworked)
+  const { correctionRate, corrections, medianTimeToFirstEditMs } = workflow
+
+  return (
+    <div className="ov-card ov-panel ov-workflow-widget">
+      <div className="ov-panel-head">
+        <h3>Workflow</h3>
+        {showCoverage && <span className="ov-priced-chip">{Math.min(99, Math.round(coverage * 100))}% priced</span>}
+      </div>
+      <div className="ov-panel-body">
+        <div className="ov-outcome-metrics">
+          <div>
+            <span>Correction rate</span>
+            <strong>{correctionRate === null ? '—' : `${Math.round(correctionRate * 100)}%`}</strong>
+            {correctionRate !== null && <span>{corrections} {corrections === 1 ? 'correction' : 'corrections'}</span>}
+          </div>
+          <div>
+            <span>Time to first edit</span>
+            <strong>{medianTimeToFirstEditMs === null ? '—' : formatWorkflowDuration(medianTimeToFirstEditMs)}</strong>
+            <span>median</span>
+          </div>
+        </div>
+        {topReworked && (
+          <div className="ov-workflow-rework">
+            Top rework: <strong>{topReworked.path}</strong> · {topReworked.sessions} {topReworked.sessions === 1 ? 'session' : 'sessions'} · {topReworked.edits} {topReworked.edits === 1 ? 'edit' : 'edits'}
+          </div>
+        )}
+        <p className="ov-widget-caption">{note ?? 'Corrections, first-edit latency, and file churn across your sessions.'}</p>
+      </div>
+    </div>
+  )
+}
+
 export type Signal = { text: string; trailing?: string }
 export type SignalGroups = { wins: Signal[]; improvements: Signal[]; risks: Signal[] }
 
@@ -659,6 +741,8 @@ export function OverviewContent({
         <div className="ov-panel-body">{data.history.daily.length ? <DailyChart daily={chartDaily} dataStart={dataStartKey(data.history.daily)} animateKey={animateKey} /> : <EmptyNote>No spend yet.</EmptyNote>}</div>
       </div>
 
+      <WorkflowCard current={data.current} />
+
       <div className="ov-insight-band">
         <div className="ov-coach">
           <svg viewBox="0 0 24 24" aria-hidden="true"><polyline points="3 17 9 11 13 15 21 7"/><polyline points="15 7 21 7 21 13"/></svg>
diff --git a/app/renderer/sections/Sessions.test.tsx b/app/renderer/sections/Sessions.test.tsx
index 8b38ed0..710daf0 100644
--- a/app/renderer/sections/Sessions.test.tsx
+++ b/app/renderer/sections/Sessions.test.tsx
@@ -299,4 +299,36 @@ describe('Sessions', () => {
     expect(within(filter).getByRole('button', { name: 'Codex' })).toHaveAttribute('aria-pressed', 'true')
     expect(within(filter).getByRole('button', { name: 'All' })).toHaveAttribute('aria-pressed', 'false')
   })
+
+  it('headlines a captured title, demotes the id, and falls back to the project when untitled', async () => {
+    getSessions.mockResolvedValue([
+      session({ sessionId: 'claude-abc123456789xyz', project: 'codeburn', provider: 'claude', title: 'Fix lifetime period in menubar labels', cost: 5 }),
+      session({ sessionId: 'claude-untitled-000000', project: 'docs-site', provider: 'claude', title: '', cost: 3 }),
+    ])
+    const { container } = render(<Sessions period="30days" provider="all" />)
+    await screen.findByText('2 sessions · $8.00 · 2K tokens')
+
+    const titles = [...container.querySelectorAll('.session-row .session-title')]
+    const ids = [...container.querySelectorAll('.session-row .session-project')]
+    // Titled row (higher cost, first): the title is the headline, the id its mono secondary line.
+    expect(titles[0]).toHaveTextContent('Fix lifetime period in menubar labels')
+    expect(ids[0]).toHaveTextContent('claude-abc')
+    // Untitled row: unchanged behavior, the project (via shortenProjectPath) stays the headline.
+    expect(titles[1]).toHaveTextContent('docs/site')
+    expect(ids[1]).toHaveTextContent('claude-untitled')
+  })
+
+  it('matches sessions by their captured title', async () => {
+    const user = userEvent.setup()
+    getSessions.mockResolvedValue([
+      session({ sessionId: 'claude-1', project: 'codeburn', provider: 'claude', title: 'Refactor the parser cache', cost: 5 }),
+      session({ sessionId: 'codex-2', project: 'client-api', provider: 'codex', title: 'Add billing webhook', cost: 3 }),
+    ])
+    const { container } = render(<Sessions period="30days" provider="all" />)
+    const search = await screen.findByRole('textbox', { name: 'Search sessions' })
+
+    await user.type(search, 'webhook')
+    expect(container.querySelectorAll('.session-row')).toHaveLength(1)
+    expect(container.querySelector('.session-row .session-title')).toHaveTextContent('Add billing webhook')
+  })
 })
diff --git a/app/renderer/sections/Sessions.tsx b/app/renderer/sections/Sessions.tsx
index 4baea6e..3d0297e 100644
--- a/app/renderer/sections/Sessions.tsx
+++ b/app/renderer/sections/Sessions.tsx
@@ -125,6 +125,7 @@ export function Sessions({
   const rows = report.data ?? []
   const q = query.trim().toLowerCase()
   const filtered = rows.filter(row => q === '' || [
+    row.title ?? '',
     row.project,
     row.sessionId,
     row.models.join(' '),
@@ -251,7 +252,7 @@ export function Sessions({
                   <span className="session-primary">
                     <span className="session-chevron" aria-hidden="true">›</span>
                     <span className="session-project-copy">
-                      <span className="session-title">{shortenProjectPath(entry.row.project)}</span>
+                      <span className="session-title" title={entry.row.title || undefined}>{entry.row.title || shortenProjectPath(entry.row.project)}</span>
                       <span className="session-project">{entry.row.sessionId.slice(0, 18)}</span>
                     </span>
                   </span>
diff --git a/app/renderer/styles/plain.css b/app/renderer/styles/plain.css
index f666e05..27af73f 100644
--- a/app/renderer/styles/plain.css
+++ b/app/renderer/styles/plain.css
@@ -622,6 +622,9 @@ td:first-child { font-size: var(--fs-body); font-weight: var(--fw-body); }
 .ov-outcome-metrics span { color: var(--mut); font-size: 10px; line-height: 1.25; }
 .ov-outcome-metrics strong { overflow: hidden; color: var(--ink); font-family: var(--mono); font-size: var(--fs-kpi); font-weight: var(--fw-kpi); font-variant-numeric: tabular-nums; text-overflow: ellipsis; white-space: nowrap; }
 .ov-outcome-split { margin-top: 9px; color: var(--mut); font-size: 10.5px; font-variant-numeric: tabular-nums; line-height: 1.4; }
+.ov-priced-chip { flex: 0 0 auto; margin-left: auto; display: inline-flex; align-items: center; border-radius: 999px; padding: 2px 8px; background: color-mix(in srgb, var(--warn) 14%, transparent); color: var(--warn); font-size: 10px; font-weight: 650; font-variant-numeric: tabular-nums; line-height: 1.4; }
+.ov-workflow-rework { margin-top: 10px; color: var(--mut); font-size: 11.5px; font-variant-numeric: tabular-nums; line-height: 1.4; }
+.ov-workflow-rework strong { color: var(--ink); font-family: var(--mono); font-weight: 600; }
 .ov-routing { display: flex; align-items: center; justify-content: space-between; gap: 14px; padding: 11px 13px; }
 .ov-routing p { margin: 4px 0 0; color: var(--mut); font-size: 11.5px; line-height: 1.4; }
 .ov-routing p strong { color: var(--ink); font-weight: 620; }