From 1958157a007ae2809bf7ea82426f985f39b52074 Mon Sep 17 00:00:00 2001
From: Danyang Chen <birfychen@gmail.com>
Date: Thu, 22 Oct 2026 10:02:48 +0800
Subject: [PATCH] Show each inbox card's turn tool-call count (#471)

The v1 count board of #471 asks for one `N tool calls` line per card, for that card's
own place. turns.js already folds `tool/call` events, so the count rides the existing
work snapshot: the running turn carries it in work.bots / work.rooms, and an ended
turn keeps its own. The inbox reads it for the card's place only, shows nothing for 0
or unknown, and never adds places together. No new polling, no new event source.

Part of #471 (v1 scope of record; the three-column board stays v2).
---
 core/client.js                           | 21 +++++-
 core/src/client/i18n.js                  |  1 +
 core/src/client/inbox.js                 | 24 ++++++-
 core/src/host/turns.js                   | 14 +++-
 core/test/approval-notices.test.js       | 36 +++++++++-
 core/test/group-work.test.js             |  2 +-
 core/test/inbox.test.js                  | 46 +++++++++++++
 docs/subsystems/core-client.md           |  5 +-
 docs/subsystems/core-host.md             |  6 +-
 patches/ds-bot/0001-core-fixes.patch     | 86 ++++++++++++++++++++----
 patches/ds-bot/0008-client-bundle.patch  | 25 ++++++-
 patches/ds-bot/files/src/client/inbox.js | 24 ++++++-
 patches/ds-bot/files/test/inbox.test.js  | 46 +++++++++++++
 13 files changed, 307 insertions(+), 29 deletions(-)

diff --git a/core/client.js b/core/client.js
index a7043ff7..fc5e426a 100644
--- a/core/client.js
+++ b/core/client.js
@@ -615,6 +615,7 @@ var ZH = {
   "Approve it in the chat": "请在对话里批准",
   "The last turn did not finish": "上一轮没有完成",
   "Latest: {text}": "最新：{text}",
+  "{count} tool calls": "{count} 次工具调用",
   "Untitled task": "未命名任务",
   "for {time}": "已 {time}",
   "just started": "刚开始",
@@ -6890,6 +6891,19 @@ function latestActivity(card, { roster, work, sessions }) {
   if (sessions?.byId && card.chat) options.push(previewOf(sessions, partOf(roster, card.chat)));
   return options.find((text) => typeof text === "string" && text !== "" && text !== card.title && text !== card.reason) ?? "";
 }
+function toolCalls(card, { roster, work }) {
+  const botId = card.bot?.id;
+  if (botId === void 0) return 0;
+  const roomId = roster.roomsById?.[card.chat] ? card.chat : void 0;
+  const running = runningIn(work, botId, roomId);
+  if (running !== void 0) return running.calls ?? 0;
+  let newest;
+  for (const entry of work.ended ?? []) {
+    if (entry.botId !== botId || (entry.roomId ?? "") !== (roomId ?? "")) continue;
+    if ((entry.at ?? 0) >= (newest?.at ?? -Infinity)) newest = entry;
+  }
+  return newest?.calls ?? 0;
+}
 function inboxModel({ roster, work = {}, tasks = [], sessions, now = Date.now() }) {
   const needs = [];
   const progress = [];
@@ -7031,7 +7045,10 @@ function inboxModel({ roster, work = {}, tasks = [], sessions, now = Date.now()
     }
   }
   const newest = (a, b) => (b.at ?? Infinity) - (a.at ?? Infinity);
-  for (const card of [...needs, ...progress, ...done]) card.activity = latestActivity(card, { roster, work, sessions });
+  for (const card of [...needs, ...progress, ...done]) {
+    card.activity = latestActivity(card, { roster, work, sessions });
+    card.calls = toolCalls(card, { roster, work });
+  }
   return { needs: needs.sort(newest), progress: progress.sort(newest), done: done.sort(newest).slice(0, DONE_MAX) };
 }
 var needsCount = (roster, work, tasks) => inboxModel({ roster, work, tasks }).needs.length;
@@ -7086,6 +7103,7 @@ function InboxCard({ card, roster, now, busy, error, onAnswer, onOpen }) {
         (0, import_react12.createElement)("span", { className: "bt-inbox-meta", title: meta }, meta)
       ),
       (0, import_react12.createElement)("span", { className: "bt-inbox-title", title: card.title }, card.title),
+      card.calls > 0 ? (0, import_react12.createElement)("span", { className: "bt-inbox-calls" }, t("{count} tool calls", { count: card.calls })) : null,
       card.reason ? (0, import_react12.createElement)("span", { className: "bt-inbox-reason", title: card.reason }, card.reason) : null,
       card.activity ? (0, import_react12.createElement)("span", { className: "bt-inbox-activity", title: card.activity }, t("Latest: {text}", { text: card.activity })) : null,
       card.hint ? (0, import_react12.createElement)("span", { className: "bt-inbox-hint" }, card.hint) : null,
@@ -7214,6 +7232,7 @@ var INBOX_CSS = `
 .bt-inbox-meta{min-width:0;font-size:12px;line-height:16px;color:var(--bt-ink-3);white-space:nowrap;overflow:hidden;text-overflow:ellipsis}
 .bt-inbox-title{font-size:13.5px;line-height:19px;color:var(--bt-ink);white-space:nowrap;overflow:hidden;text-overflow:ellipsis}
 .bt-inbox-reason,.bt-inbox-hint,.bt-inbox-activity{font-size:12px;line-height:16px;color:var(--bt-ink-2);white-space:nowrap;overflow:hidden;text-overflow:ellipsis}
+.bt-inbox-calls{font-size:12px;line-height:16px;color:var(--bt-ink-3);white-space:nowrap;overflow:hidden;text-overflow:ellipsis;font-variant-numeric:tabular-nums}
 .bt-inbox-activity{color:var(--bt-ink-3)}
 .bt-inbox-error{font-size:12px;line-height:16px;color:#c21d2e;overflow-wrap:anywhere}
 .bt-inbox-actions{flex:none;display:flex;align-items:center;gap:6px;align-self:center}
diff --git a/core/src/client/i18n.js b/core/src/client/i18n.js
index 3030d053..efd31d22 100644
--- a/core/src/client/i18n.js
+++ b/core/src/client/i18n.js
@@ -556,6 +556,7 @@ const ZH = {
   'Approve it in the chat': '请在对话里批准',
   'The last turn did not finish': '上一轮没有完成',
   'Latest: {text}': '最新：{text}',
+  '{count} tool calls': '{count} 次工具调用',
   'Untitled task': '未命名任务',
   'for {time}': '已 {time}',
   'just started': '刚开始',
diff --git a/core/src/client/inbox.js b/core/src/client/inbox.js
index 56dfb74f..ead131f8 100644
--- a/core/src/client/inbox.js
+++ b/core/src/client/inbox.js
@@ -118,6 +118,23 @@ function latestActivity(card, { roster, work, sessions }) {
   return options.find(text => typeof text === 'string' && text !== '' && text !== card.title && text !== card.reason) ?? ''
 }
 
+// The tool calls of the turn a card shows for its place (#471): the turn running there now,
+// else the newest ended turn there. One place only — never added across places, and 0
+// when that turn used no tool or the place has no count.
+function toolCalls(card, { roster, work }) {
+  const botId = card.bot?.id
+  if (botId === undefined) return 0
+  const roomId = roster.roomsById?.[card.chat] ? card.chat : undefined
+  const running = runningIn(work, botId, roomId)
+  if (running !== undefined) return running.calls ?? 0
+  let newest
+  for (const entry of work.ended ?? []) {
+    if (entry.botId !== botId || (entry.roomId ?? '') !== (roomId ?? '')) continue
+    if ((entry.at ?? 0) >= (newest?.at ?? -Infinity)) newest = entry
+  }
+  return newest?.calls ?? 0
+}
+
 /**
  * The three groups of cards, newest first in each.
  * `sessions` is the shell's Session list ({ byId }); `now` the current time.
@@ -230,7 +247,10 @@ export function inboxModel({ roster, work = {}, tasks = [], sessions, now = Date
     }
   }
   const newest = (a, b) => (b.at ?? Infinity) - (a.at ?? Infinity)
-  for (const card of [...needs, ...progress, ...done]) card.activity = latestActivity(card, { roster, work, sessions })
+  for (const card of [...needs, ...progress, ...done]) {
+    card.activity = latestActivity(card, { roster, work, sessions })
+    card.calls = toolCalls(card, { roster, work })
+  }
   return { needs: needs.sort(newest), progress: progress.sort(newest), done: done.sort(newest).slice(0, DONE_MAX) }
 }
 
@@ -277,6 +297,7 @@ export function InboxCard({ card, roster, now, busy, error, onAnswer, onOpen })
         h(Status, { status: card.status }),
         h('span', { className: 'bt-inbox-meta', title: meta }, meta)),
       h('span', { className: 'bt-inbox-title', title: card.title }, card.title),
+      card.calls > 0 ? h('span', { className: 'bt-inbox-calls' }, t('{count} tool calls', { count: card.calls })) : null,
       card.reason ? h('span', { className: 'bt-inbox-reason', title: card.reason }, card.reason) : null,
       card.activity ? h('span', { className: 'bt-inbox-activity', title: card.activity }, t('Latest: {text}', { text: card.activity })) : null,
       card.hint ? h('span', { className: 'bt-inbox-hint' }, card.hint) : null,
@@ -385,6 +406,7 @@ export const INBOX_CSS = `
 .bt-inbox-meta{min-width:0;font-size:12px;line-height:16px;color:var(--bt-ink-3);white-space:nowrap;overflow:hidden;text-overflow:ellipsis}
 .bt-inbox-title{font-size:13.5px;line-height:19px;color:var(--bt-ink);white-space:nowrap;overflow:hidden;text-overflow:ellipsis}
 .bt-inbox-reason,.bt-inbox-hint,.bt-inbox-activity{font-size:12px;line-height:16px;color:var(--bt-ink-2);white-space:nowrap;overflow:hidden;text-overflow:ellipsis}
+.bt-inbox-calls{font-size:12px;line-height:16px;color:var(--bt-ink-3);white-space:nowrap;overflow:hidden;text-overflow:ellipsis;font-variant-numeric:tabular-nums}
 .bt-inbox-activity{color:var(--bt-ink-3)}
 .bt-inbox-error{font-size:12px;line-height:16px;color:#c21d2e;overflow-wrap:anywhere}
 .bt-inbox-actions{flex:none;display:flex;align-items:center;gap:6px;align-self:center}
diff --git a/core/src/host/turns.js b/core/src/host/turns.js
index 9d2c22fc..3bdd2f0b 100644
--- a/core/src/host/turns.js
+++ b/core/src/host/turns.js
@@ -247,7 +247,7 @@ export function install(rt) {
       if (botId === undefined || (owner !== undefined && bots[botId] !== undefined)) continue
       const step = entry.tool ? stepOf(entry) : undefined
       const handed = owner ? undefined : handedFromGroup(id)
-      bots[botId] = { since: entry.since, ...(entry.tool ? { tool: entry.tool } : {}), ...(step ? { step } : {}), ...(owner ? { roomId: owner.roomId } : {}), ...(handed ? { fromRoomId: handed.room.id } : {}) }
+      bots[botId] = { since: entry.since, ...(entry.tool ? { tool: entry.tool } : {}), ...(step ? { step } : {}), ...(entry.toolCalls > 0 ? { calls: entry.toolCalls } : {}), ...(owner ? { roomId: owner.roomId } : {}), ...(handed ? { fromRoomId: handed.room.id } : {}) }
     }
     return bots
   }
@@ -264,6 +264,7 @@ export function install(rt) {
         botId: owner.botId,
         since: entry.since,
         ...(entry.tool ? { tool: entry.tool } : {}),
+        ...(entry.toolCalls > 0 ? { calls: entry.toolCalls } : {}),
         ...(speaking.has(`${owner.roomId}:${owner.botId}`) ? { speaking: true } : {}),
       }]
     }
@@ -298,7 +299,7 @@ export function install(rt) {
       .filter(entry => entry.failed !== undefined && latest.get(placeOfEnded(entry)) === entry && now - entry.at <= FAILED_MS)
     return [...older.slice(-FAILED_KEPT), ...list.slice(-ENDED_KEPT)]
   }
-  const noteEnded = (id, turn, info, reason, failure) => {
+  const noteEnded = (id, turn, info, reason, failure, calls) => {
     if (failure === undefined && reason?.kind !== 'completed') return
     const owner = rt.groupOwners.get(id)
     const bot = rt.botOf(owner?.botId ?? rt.selfOf(id))
@@ -312,6 +313,7 @@ export function install(rt) {
       botId: bot.id,
       ...(owner ? { roomId: owner.roomId } : { sessionId: id }),
       at,
+      ...(calls > 0 ? { calls } : {}),
       ...(failure ? { failed: (failure.message || failure.code).slice(0, 160) } : {}),
     }], at)
   }
@@ -347,6 +349,7 @@ export function install(rt) {
       case 'tool/call': {
         const name = String(event.data?.name ?? '')
         startCall(id, entry, event.data?.callId, name, String(event.data?.arguments ?? ''))
+        if (entry.turn !== undefined) entry.toolCalls = (entry.toolCalls ?? 0) + 1
         // A program is as quick as the tools it runs, so its sub-calls decide.
         if (rt.groupOwners.has(id) && name !== PROGRAM_TOOL) rt.workRoomTurn?.(id, name)
         break
@@ -369,6 +372,9 @@ export function install(rt) {
         entry.since = event.time ?? Date.now()
         entry.texts = []
         entry.info = undefined
+        // The turn's tool-call count for the inbox (#471), one per tool/call event, the same
+        // events the activity feed folds. A program's sub-calls are not tool/call events.
+        entry.toolCalls = 0
         // A turn turned away before its first step may end without a turn/end.
         entry.switched = false
         entry.answers = false
@@ -502,6 +508,7 @@ export function install(rt) {
         const switched = entry.switched === true
         // The turn whose text answers a friend's line: a held reply is drawn on it, in place (#418).
         const answeredTurn = entry.turn
+        const toolCalls = entry.toolCalls
         entry.turn = undefined
         entry.info = undefined
         entry.texts = []
@@ -510,6 +517,7 @@ export function install(rt) {
         entry.since = undefined
         entry.tool = undefined
         entry.calls = undefined
+        entry.toolCalls = undefined
         entry.lastText = undefined
         entry.lastCalled = undefined
         entry.origin = undefined
@@ -525,7 +533,7 @@ export function install(rt) {
         const wroteCall = failure === undefined && reason?.kind === 'completed' && lastCalled !== true && writesToolCall(lastText)
         const retry = wroteCall && info?.retried !== true && !(info?.role === 'room' && stoppedRoomTurns.has(info.exchangeId))
         if (retry) void retryWrittenCall(id, info, origin).catch(error => rt.warn('ds-bot: asking %s to run its written tool call failed: %s', id, error))
-        if (!retry) noteEnded(id, answeredTurn, info, reason, failure)
+        if (!retry) noteEnded(id, answeredTurn, info, reason, failure, toolCalls)
         const replyText = () => {
           const reply = (wroteCall ? texts.map(stripWrittenCalls) : texts).join('\n\n').trim()
           return wroteCall && reply === '' ? 'Tried to run a tool but wrote the call as text, so it did not run.' : reply
diff --git a/core/test/approval-notices.test.js b/core/test/approval-notices.test.js
index 424b54d4..ecd3a42e 100644
--- a/core/test/approval-notices.test.js
+++ b/core/test/approval-notices.test.js
@@ -203,7 +203,7 @@ test('notifications from one chat collapse into one that counts the updates unti
 })
 
 // The host side: which ended turns the window hears of.
-function turnsHost({ bots, rooms = {}, groupOwners = new Map() } = {}) {
+function turnsHost({ bots, rooms = {}, groupOwners = new Map(), chatOwners = new Map() } = {}) {
   let listener
   const rt = {
     ctx: { on: (name, fn) => { if (name === 'session/event') listener = fn } },
@@ -211,7 +211,7 @@ function turnsHost({ bots, rooms = {}, groupOwners = new Map() } = {}) {
     isBotSession: () => true,
     roomOf: id => rooms[id],
     groupOwners,
-    chatOwners: new Map(),
+    chatOwners,
     botOf: id => bots[id],
     selfOf: id => groupOwners.get(id)?.botId ?? id,
     save: async () => {},
@@ -230,7 +230,7 @@ function turnsHost({ bots, rooms = {}, groupOwners = new Map() } = {}) {
     if (source) emit(id, 'user/message', { content: [{ type: 'text', text: 'hi' }], source })
     emit(id, 'turn/end', { turn: n, reason })
   }
-  return { rt, turn }
+  return { rt, emit, turn }
 }
 
 const completed = { kind: 'completed' }
@@ -264,6 +264,36 @@ test('the host lists finished and failed turns of my own Bots, not stopped, aske
   assert.ok(rt.endedView().every(entry => entry.failed === undefined))
 })
 
+test("the work view counts each place's tool calls for the inbox, and the ended turn keeps its own (#471)", () => {
+  const { rt, emit } = turnsHost({
+    bots: { b: { id: 'b', name: 'Coder' } },
+    rooms: { r1: { id: 'r1', name: 'Ops' } },
+    groupOwners: new Map([['g1', { botId: 'b', roomId: 'r1' }]]),
+    chatOwners: new Map([['b', 'b']]),
+  })
+  const work = () => rt.workView().b
+  emit('b', 'turn/start', { turn: 1 })
+  assert.equal(work().calls, undefined)
+  emit('b', 'tool/call', { callId: 'k1', name: 'pwsh' })
+  emit('b', 'tool/call', { callId: 'k2', name: 'write' })
+  assert.equal(work().calls, 2)
+  // A turn without a tool call has no count to show.
+  emit('b', 'turn/end', { turn: 1, reason: completed })
+  assert.equal(work(), undefined)
+  assert.equal(rt.endedView()[0].calls, 2)
+  emit('b', 'turn/start', { turn: 2 })
+  emit('b', 'turn/end', { turn: 2, reason: completed })
+  assert.equal(rt.endedView()[1].calls, undefined)
+  // A group turn counts for that group only: it is never added to the Bot's own chat.
+  emit('g1', 'turn/start', { turn: 1 })
+  emit('g1', 'tool/call', { callId: 'k3', name: 'pwsh' })
+  assert.deepEqual(rt.roomWorkView().r1.map(entry => [entry.botId, entry.calls]), [['b', 1]])
+  // The Bot's entry names the group, so no own-chat card picks that count up.
+  assert.deepEqual([rt.workView().b.roomId, rt.workView().b.calls], ['r1', 1])
+  emit('g1', 'turn/end', { turn: 1, reason: completed })
+  assert.deepEqual(rt.endedView().map(entry => [entry.roomId, entry.calls]), [[undefined, 2], [undefined, undefined], ['r1', 1]])
+})
+
 test('Settings → General has one switch per kind under the main one, off while the main one is off (#469)', async () => {
   const { readFileSync } = await import('node:fs')
   const settings = readFileSync(new URL('../src/client/settings.js', import.meta.url), 'utf8')
diff --git a/core/test/group-work.test.js b/core/test/group-work.test.js
index 948b31e5..d87be53c 100644
--- a/core/test/group-work.test.js
+++ b/core/test/group-work.test.js
@@ -297,7 +297,7 @@ test('an own-chat turn handed out from a group names that group in the work view
   await host.tool('message_bot', { to: 'Tester', message: '把测试跑一遍' }, 'gb')
   host.begin('c')
   host.emit('c', 'tool/call', { callId: 'k1', name: 'pwsh', arguments: JSON.stringify({ command: 'npm test' }) })
-  assert.deepEqual(plain((await bots()).c), { since: (await bots()).c.since, tool: 'pwsh', step: 'npm test', fromRoomId: 'r1' })
+  assert.deepEqual(plain((await bots()).c), { since: (await bots()).c.since, tool: 'pwsh', step: 'npm test', calls: 1, fromRoomId: 'r1' })
   host.finish('c', 'ok')
   // The user's own line, and a hand-off answered to the user in the Bot's own chat, are the Bot's own.
   host.emit('a', 'turn/start', { turn: 1 })
diff --git a/core/test/inbox.test.js b/core/test/inbox.test.js
index a46941a4..393fd72d 100644
--- a/core/test/inbox.test.js
+++ b/core/test/inbox.test.js
@@ -335,6 +335,52 @@ test('each card has a one-line latest activity that never repeats its title or r
   }
 })
 
+// #471 v1: one tool-call count per card, for that card's own place, never summed.
+const countedWork = {
+  bots: { b1: { since: NOW - 60_000, tool: 'pwsh', calls: 3 } },
+  rooms: { r1: [{ botId: 'b3', since: NOW - 30_000, calls: 2 }, { botId: 'b1', since: NOW - 60_000, calls: 5 }] },
+  approvals: [
+    { id: 'c1', botId: 'b1', tool: 'edit', at: NOW - 1000, answerable: false },
+    { id: 'c2', botId: 'b3', roomId: 'r1', tool: 'pwsh', at: NOW - 1000, answerable: true },
+  ],
+  ended: [
+    { id: 'x2', botId: 'b2', sessionId: 's2', at: NOW - 600_000 },
+    { id: 'x1', botId: 'b2', sessionId: 's2', at: NOW - 120_000, calls: 7 },
+    { id: 'x3', botId: 'b2', roomId: 'r1', at: NOW - 300_000, calls: 1 },
+  ],
+}
+const countedTasks = [task('n1', 'working'), task('n2', 'working', { ownerBotId: 'b2', origin: { roomId: 'r1' } })]
+const countedModel = inboxModel({ roster, work: countedWork, tasks: countedTasks, sessions, now: NOW })
+const countedCard = id => [...countedModel.needs, ...countedModel.progress, ...countedModel.done].find(card => card.id === id)
+
+test("a card shows its own place's tool-call count, from the running turn there or the last ended one (#471)", () => {
+  // The turn running in the place now: b1's own chat (3) and b3's turn in Ops (2).
+  assert.equal(countedCard('approval:c1').calls, 3)
+  assert.equal(countedCard('approval:c2').calls, 2)
+  assert.equal(countedCard('run:b1|r1').calls, 5)
+  // No turn running there: the newest ended turn in that place, never an older or another place's.
+  assert.equal(countedCard('task:n1').calls, 7)
+  assert.equal(countedCard('task:n2').calls, 1)
+  assert.equal(countedCard('chat:b2').calls, 7)
+  // Unknown (a card with no Bot, a place with no counted turn) is 0, and nothing is summed.
+  assert.equal(countedCard('held:r1').calls, 0)
+  assert.equal(inboxModel({ roster, work: { ...countedWork, ended: [] }, tasks: countedTasks, sessions, now: NOW }).progress.find(card => card.id === 'task:n1').calls, 0)
+})
+
+test('a count of 0 or unknown draws no line; a counted card draws one `N tool calls` line, read-only', () => {
+  const callsRows = card => byClass(draw(card), 'bt-inbox-calls')
+  const [row] = callsRows(countedCard('approval:c1'))
+  assert.equal(row.props.className, 'bt-inbox-calls')
+  assert.equal(textOf(row), '3 tool calls')
+  assert.equal(textOf(callsRows(countedCard('task:n2'))[0]), '1 tool calls')
+  for (const card of [countedCard('held:r1'), ...inboxModel({ roster, work, tasks, sessions, now: NOW }).done]) {
+    assert.equal(callsRows(card).length, 0, card.id)
+    assert.doesNotMatch(textOf(draw(card)), /tool calls/, card.id)
+  }
+  // Still read-only: the same single Open action, on a counted card too.
+  assert.deepEqual(plain(buttons(draw(countedCard('approval:c1'))).map(textOf)), ['Open'])
+})
+
 test('a question asked about work handed out from a group is a Needs you card that opens the group (#552)', () => {
   const asked = {
     ...roster,
diff --git a/docs/subsystems/core-client.md b/docs/subsystems/core-client.md
index 4c963b2a..8b720500 100644
--- a/docs/subsystems/core-client.md
+++ b/docs/subsystems/core-client.md
@@ -30,7 +30,7 @@ The browser side of the patched `ds-bot` core (`core/`): sources in `core/src/cl
 | `core/test/new-chat-menu.test.js` | **+** menu rows (#283): an action row's description is its own line under the title, an inline Bot hint is capped, so hovering never hides a title. |
 | `core/test/new-chat.test.js` | Picker filters and the **+** short action menu (`data-menu`; New chat, New Bot, New group chat, plugin actions, then Add coding agent; #385 marks, verbs and hints). `ungrantedLocalFix`, `copiedToClipboard` (no clipboard or a refused write is a failure) and the refusal card (invite and leave-out actions, the copy-by-hand link field, no grant written by the client). |
 | `core/src/client/schedules.js` | Settings → Scheduled tasks, a Bot's card and the details line. Each row has **Edit** (pencil; the row turns into the same form that creates a task, filled in, with **Save changes**; an edited task keeps its time zone, a cron rule it cannot show is kept) and **Pause** / **Resume**; a paused row reads **Paused** (#354). A row with a recorded run adds one line under it: "Running since …", "Last run …", "Last run … · Stopped" or, in red, "Last run … · Failed: <reason>"; a failed run of a task that is not paused gets **Retry**, which runs the task once now (`actions.scheduleRetry`, #473). With Automation tasks off, the hint reads "Switch on Automation tasks on the Plugins page." and the button **Open Plugins** closes the Settings dialog and opens DSH's Plugins panel (`actions.selectPanel('plugins')`); the Harness settings dialog has no such switch (#378). Tests: `core/test/schedules-client.test.js`. |
-| `core/src/client/inbox.js` | Agent inbox, step 1 (#349): the **Inbox** row at the top of the sidebar (`InboxRow`, count badge = cards in *Needs you*) and the inbox dialog (`InboxDialog`, `ui.inbox`, `actions.openInbox` / `closeInbox`) with the groups **Needs you**, **In progress** and **Done** (`inboxModel`); failed turns and a *Latest* line per card (#471); a group's open question card (#552). Tests: `core/test/inbox.test.js`. |
+| `core/src/client/inbox.js` | Agent inbox, step 1 (#349): the **Inbox** row at the top of the sidebar (`InboxRow`, count badge = cards in *Needs you*) and the inbox dialog (`InboxDialog`, `ui.inbox`, `actions.openInbox` / `closeInbox`) with the groups **Needs you**, **In progress** and **Done** (`inboxModel`); failed turns, a *Latest* line and a per-card `N tool calls` count (#471); a group's open question card (#552). Tests: `core/test/inbox.test.js`. |
 | `core/src/client/standing-approvals.js` | Standing tool approvals (#540): `StandingApprovalsCard`, the **Always allowed** card in Bot settings (the Bot's grants) and Group settings (the grants this person gave in the group), one row per kind with **Remove** (`actions.removeStandingApproval`). The approval cards (`member-status.js` `ApprovalCard`, the inbox card) add **Always allow for this Bot** and, for an ask from a group, **Always allow for this group** (`alwaysChoices`; never on a friend's Bot). Host side in [core-host](core-host.md#standing-tool-approvals-540). Tests: `core/test/member-status.test.js`, `core/test/standing-approvals.test.js`. |
 | `core/src/client/mobile.js` | Phone-width layout, step 1 (#362): `MOBILE_CSS` under `@media (max-width:640px)` for held-reply and floating approval buttons, the chat pointers and Agent inbox cards. Tests: `core/test/mobile-layout.test.js`. |
 
@@ -114,7 +114,8 @@ The overlay (`flybot-slots.js` `FlyBotApprovals`) is the fallback, not a second
 - A group's open question card is a *Needs you* card too (#552): `roster.questions[<room id>]` — a card a Bot asked about work handed out from that group (#550) — has the status **Needs your answer** (`input`, as a blocked task's question does), the question as its title, its detail as the reason, and *in <group>* as its place; **Open** opens that group, where the card sits in the composer dock and takes the answer, so the inbox adds no second answer path. A card in a Bot's own chat, one for a removed group, and one from another member's Bot add none.
 - Each card has exactly one status, as a colored pill with an icon and a word (never color alone), the Bot, where and when, the title on one line with the full text on hover, and **Open** (closes the inbox, opens the chat). An approval the group chat's card can answer (`answerable`) also has **Reject** / **Allow once**, which call `actions.answerApproval`, the same answer as that card (no second approval path); the card leaves and a status line says what was done; an error stays on the card. No native confirm dialog. A held Bot message, an approval DSH's card answers in the Bot's own chat, and every task have **Open** only: Bot-sent messages are approved in their chat. Every action is a button, so the dialog is keyboard reachable; the close button takes focus and Escape closes.
 - **Latest activity (#471):** every card may have one more line, *Latest: …* (`card.activity`, `bt-inbox-activity`, full text on hover): a task's newest note, else what its Bot runs there now (only for running turns and tasks), else the chat's last line (`previewOf`); left out when it only repeats the title or the reason.
-- Out of scope so far (#471): the three-column board, tool-call counts, a first-run guide, team views (#51/#149/#55/#57).
+- **Tool-call count (#471):** a card whose place used at least one tool shows one muted line, `N tool calls` (`card.calls`, `bt-inbox-calls`): the count of the turn running in that place now, else of the newest ended turn there, from the work snapshot (`work.bots[id].calls`, `work.rooms[roomId][].calls`, `work.ended[].calls`, [core-host](core-host.md#tool-call-count-per-turn-471)). One place only, never added across places; a count of 0 or unknown draws no line. Nothing new is polled and the card stays read-only. i18n key `{count} tool calls`.
+- Out of scope so far (#471): the three-column board with a List / Board toggle (v2), a first-run guide, team views (#51/#149/#55/#57).
 
 ### Phone-width layout (#362, step 1)
 
diff --git a/docs/subsystems/core-host.md b/docs/subsystems/core-host.md
index 307ada61..337fe9a0 100644
--- a/docs/subsystems/core-host.md
+++ b/docs/subsystems/core-host.md
@@ -127,6 +127,10 @@ credentials and team mode remain separate work under #55/#198.
 
 `work.bots[id]` (`turns.js` `workView`) carries `step`: what the newest running call acts on, from its arguments (`command`, `cmd`, `pattern`, `query`, `url`, `file_path`, `path`, else `description`), whitespace collapsed and capped at 80 characters. It is in the owner-only Bot view (`authz.js` `ownedLive` picks the actor's own Bots), not in `work.rooms`, which other members of a shared group read. It goes with the call's result and the turn's end. Covered by `core/test/group-status.test.js`.
 
+### Tool-call count per turn (#471)
+
+`turns.js` counts a turn's `tool/call` events (the same events the activity feed folds; a program's sub-calls are not counted) and the count rides the work view: the running turn's count is `calls` on `work.bots[id]` and on its entry in `work.rooms[roomId]`, only while it is above 0; a turn that ended keeps its own count as `calls` on its `endedView()` entry. One place only — the Agent inbox reads the count for a card's own place (that Bot's own chat, or that one group) from those fields, never summed across places and shown as nothing for 0 or unknown. Covered by `core/test/approval-notices.test.js` and the inbox model's tests.
+
 ### Work handed out from a group, in the work view (#553)
 
 An own-chat turn that runs work a group member handed out with `message_bot` (`turns.js` `handedFromGroup`, the rule below that #550's group questions also use, exposed as `rt.handedFromGroup`) carries `fromRoomId` in `work.bots[id]`, so that group can show the work as its own while other rooms and the Bot's unrelated own-chat work stay apart. Like `step`, it is only in the owner-only Bot view. Covered by `core/test/group-work.test.js`.
@@ -175,7 +179,7 @@ Work a member hands a Bot with `message_bot` from its group Session runs in a hi
 
 ### Ended turns for notifications (#353)
 
-- `turns.js` keeps `endedView()` (`trimEnded`): the last 20 turns, plus, past those, each place's (Bot + group) latest turn while it is a failure younger than 7 days (at most 50, for the Agent inbox's failed turns, #471), of the user's own Bots that finished (`reason.kind === 'completed'`) or failed (`failed`: the failure's message, else its code, at most 160 characters; an AUTH message stays out as in `turnFailure`), as `{ id: '<session>:<turn>:<at>', botId, sessionId | roomId, at }`. Process-local, never saved. Not listed: a turn stopped, switched to a new part or retried for a tool call written as text; a friend's Bot (`bot.remote`); a turn a friend started (`fromRemote`, a remote-chat line); a hidden turn another Bot asked for (`exchangeTurns`); a group turn in a room with an `origin` (face-to-face, inbound-share). It rides `live().work.ended`; `rt.ownedLive` keeps the actor's own Bots' entries. `set-prefs` takes `notifications: false` (kept) or `true` / `null` (cleared: on by default), and `notify: { approval | finished | failed: boolean }` (#469: merged into `prefs.notify`, only the `false` ones kept, removed when empty). The client's use is in [core-client](core-client.md#system-notifications-353).
+- `turns.js` keeps `endedView()` (`trimEnded`): the last 20 turns, plus, past those, each place's (Bot + group) latest turn while it is a failure younger than 7 days (at most 50, for the Agent inbox's failed turns, #471), of the user's own Bots that finished (`reason.kind === 'completed'`) or failed (`failed`: the failure's message, else its code, at most 160 characters; an AUTH message stays out as in `turnFailure`), as `{ id: '<session>:<turn>:<at>', botId, sessionId | roomId, at, calls? }` (`calls` is that turn's tool-call count, #471; left out for 0). Process-local, never saved. Not listed: a turn stopped, switched to a new part or retried for a tool call written as text; a friend's Bot (`bot.remote`); a turn a friend started (`fromRemote`, a remote-chat line); a hidden turn another Bot asked for (`exchangeTurns`); a group turn in a room with an `origin` (face-to-face, inbound-share). It rides `live().work.ended`; `rt.ownedLive` keeps the actor's own Bots' entries. `set-prefs` takes `notifications: false` (kept) or `true` / `null` (cleared: on by default), and `notify: { approval | finished | failed: boolean }` (#469: merged into `prefs.notify`, only the `false` ones kept, removed when empty). The client's use is in [core-client](core-client.md#system-notifications-353).
 
 ### Diagnostics
 
diff --git a/patches/ds-bot/0001-core-fixes.patch b/patches/ds-bot/0001-core-fixes.patch
index 249eb74c..c79b69b3 100644
--- a/patches/ds-bot/0001-core-fixes.patch
+++ b/patches/ds-bot/0001-core-fixes.patch
@@ -735,7 +735,7 @@ diff --git a/src/client/i18n.js b/src/client/i18n.js
    'You have {version}.': '当前版本 {version}。',
    'The update did not finish: {reason}': '更新没有完成：{reason}',
    "What's new": '更新说明',
-@@ -360,9 +360,36 @@ const ZH = {
+@@ -360,9 +360,37 @@ const ZH = {
    'DSH update': 'DSH 更新',
    'DSH {version}': 'DSH {version}',
    'Restart DSH to start using DSH {version}.': '重启 DSH 后开始使用 DSH {version}。',
@@ -764,6 +764,7 @@ diff --git a/src/client/i18n.js b/src/client/i18n.js
 +  'Approve it in the chat': '请在对话里批准',
 +  'The last turn did not finish': '上一轮没有完成',
 +  'Latest: {text}': '最新：{text}',
++  '{count} tool calls': '{count} 次工具调用',
 +  'Untitled task': '未命名任务',
 +  'for {time}': '已 {time}',
 +  'just started': '刚开始',
@@ -3742,11 +3743,19 @@ diff --git a/src/host/turns.js b/src/host/turns.js
 -      bots[botId] = { since: entry.since, ...(entry.tool ? { tool: entry.tool } : {}), ...(owner ? { roomId: owner.roomId } : {}) }
 +      const step = entry.tool ? stepOf(entry) : undefined
 +      const handed = owner ? undefined : handedFromGroup(id)
-+      bots[botId] = { since: entry.since, ...(entry.tool ? { tool: entry.tool } : {}), ...(step ? { step } : {}), ...(owner ? { roomId: owner.roomId } : {}), ...(handed ? { fromRoomId: handed.room.id } : {}) }
++      bots[botId] = { since: entry.since, ...(entry.tool ? { tool: entry.tool } : {}), ...(step ? { step } : {}), ...(entry.toolCalls > 0 ? { calls: entry.toolCalls } : {}), ...(owner ? { roomId: owner.roomId } : {}), ...(handed ? { fromRoomId: handed.room.id } : {}) }
      }
      return bots
    }
-@@ -238,6 +238,44 @@ export function install(rt) {
+@@ -221,6 +221,7 @@ export function install(rt) {
+         botId: owner.botId,
+         since: entry.since,
+         ...(entry.tool ? { tool: entry.tool } : {}),
++        ...(entry.toolCalls > 0 ? { calls: entry.toolCalls } : {}),
+         ...(speaking.has(`${owner.roomId}:${owner.botId}`) ? { speaking: true } : {}),
+       }]
+     }
+@@ -238,6 +238,45 @@ export function install(rt) {
      return { ...(text ? { text: text.trim().slice(0, 300) } : {}), ...(code ? { code: code.trim().slice(0, 400) } : {}) }
    }
  
@@ -3767,7 +3776,7 @@ diff --git a/src/host/turns.js b/src/host/turns.js
 +      .filter(entry => entry.failed !== undefined && latest.get(placeOfEnded(entry)) === entry && now - entry.at <= FAILED_MS)
 +    return [...older.slice(-FAILED_KEPT), ...list.slice(-ENDED_KEPT)]
 +  }
-+  const noteEnded = (id, turn, info, reason, failure) => {
++  const noteEnded = (id, turn, info, reason, failure, calls) => {
 +    if (failure === undefined && reason?.kind !== 'completed') return
 +    const owner = rt.groupOwners.get(id)
 +    const bot = rt.botOf(owner?.botId ?? rt.selfOf(id))
@@ -3781,6 +3790,7 @@ diff --git a/src/host/turns.js b/src/host/turns.js
 +      botId: bot.id,
 +      ...(owner ? { roomId: owner.roomId } : { sessionId: id }),
 +      at,
++      ...(calls > 0 ? { calls } : {}),
 +      ...(failure ? { failed: (failure.message || failure.code).slice(0, 160) } : {}),
 +    }], at)
 +  }
@@ -3791,7 +3801,23 @@ diff --git a/src/host/turns.js b/src/host/turns.js
    // Where a Session speaks, for the diagnostics log.
    const placeOf = (id) => {
      const room = rt.roomOf(rt.groupOwners.get(id)?.roomId) ?? rt.roomOf(id)
-@@ -293,6 +293,9 @@ export function install(rt) {
+@@ -266,6 +266,7 @@ export function install(rt) {
+       case 'tool/call': {
+         const name = String(event.data?.name ?? '')
+         startCall(id, entry, event.data?.callId, name, String(event.data?.arguments ?? ''))
++        if (entry.turn !== undefined) entry.toolCalls = (entry.toolCalls ?? 0) + 1
+         // A program is as quick as the tools it runs, so its sub-calls decide.
+         if (rt.groupOwners.has(id) && name !== PROGRAM_TOOL) rt.workRoomTurn?.(id, name)
+         break
+@@ -288,11 +288,17 @@ export function install(rt) {
+         entry.since = event.time ?? Date.now()
+         entry.texts = []
+         entry.info = undefined
++        // The turn's tool-call count for the inbox (#471), one per tool/call event, the same
++        // events the activity feed folds. A program's sub-calls are not tool/call events.
++        entry.toolCalls = 0
+         // A turn turned away before its first step may end without a turn/end.
+         entry.switched = false
          entry.answers = false
          entry.opened = false
          entry.joined = []
@@ -3858,7 +3884,7 @@ diff --git a/src/host/turns.js b/src/host/turns.js
              delete state.questions[id]
              void rt.save().catch(() => {})
            }
-@@ -386,11 +386,16 @@ export function install(rt) {
+@@ -386,11 +386,17 @@ export function install(rt) {
        case 'turn/end': {
          setActivity(id, undefined)
          const info = entry.info
@@ -3872,11 +3898,15 @@ diff --git a/src/host/turns.js b/src/host/turns.js
          const switched = entry.switched === true
 +        // The turn whose text answers a friend's line: a held reply is drawn on it, in place (#418).
 +        const answeredTurn = entry.turn
++        const toolCalls = entry.toolCalls
          entry.turn = undefined
          entry.info = undefined
          entry.texts = []
-@@ -401,9 +401,11 @@ export function install(rt) {
+@@ -399,11 +399,14 @@ export function install(rt) {
+         entry.since = undefined
+         entry.tool = undefined
          entry.calls = undefined
++        entry.toolCalls = undefined
          entry.lastText = undefined
          entry.lastCalled = undefined
 +        entry.origin = undefined
@@ -3893,7 +3923,7 @@ diff --git a/src/host/turns.js b/src/host/turns.js
          const retry = wroteCall && info?.retried !== true && !(info?.role === 'room' && stoppedRoomTurns.has(info.exchangeId))
 -        if (retry) void retryWrittenCall(id, info).catch(error => rt.warn('ds-bot: asking %s to run its written tool call failed: %s', id, error))
 +        if (retry) void retryWrittenCall(id, info, origin).catch(error => rt.warn('ds-bot: asking %s to run its written tool call failed: %s', id, error))
-+        if (!retry) noteEnded(id, answeredTurn, info, reason, failure)
++        if (!retry) noteEnded(id, answeredTurn, info, reason, failure, toolCalls)
          const replyText = () => {
            const reply = (wroteCall ? texts.map(stripWrittenCalls) : texts).join('\n\n').trim()
            return wroteCall && reply === '' ? 'Tried to run a tool but wrote the call as text, so it did not run.' : reply
@@ -4060,7 +4090,7 @@ diff --git a/test/approval-notices.test.js b/test/approval-notices.test.js
    page.shown[0].onclick()
    assert.deepEqual([page.opened, page.shown[0].closed], [['r1'], true])
  })
-@@ -62,3 +62,207 @@ test('no notification for the conversation on screen, for approvals older than t
+@@ -62,3 +62,237 @@ test('no notification for the conversation on screen, for approvals older than t
    denied.work.set({ bots: {}, approvals: [{ id: 'x1', botId: 'b', roomId: 'r1', tool: 'pwsh', at: 200 }] })
    assert.equal(denied.shown.length, 0)
  })
@@ -4201,7 +4231,7 @@ diff --git a/test/approval-notices.test.js b/test/approval-notices.test.js
 +})
 +
 +// The host side: which ended turns the window hears of.
-+function turnsHost({ bots, rooms = {}, groupOwners = new Map() } = {}) {
++function turnsHost({ bots, rooms = {}, groupOwners = new Map(), chatOwners = new Map() } = {}) {
 +  let listener
 +  const rt = {
 +    ctx: { on: (name, fn) => { if (name === 'session/event') listener = fn } },
@@ -4209,7 +4239,7 @@ diff --git a/test/approval-notices.test.js b/test/approval-notices.test.js
 +    isBotSession: () => true,
 +    roomOf: id => rooms[id],
 +    groupOwners,
-+    chatOwners: new Map(),
++    chatOwners,
 +    botOf: id => bots[id],
 +    selfOf: id => groupOwners.get(id)?.botId ?? id,
 +    save: async () => {},
@@ -4228,7 +4258,7 @@ diff --git a/test/approval-notices.test.js b/test/approval-notices.test.js
 +    if (source) emit(id, 'user/message', { content: [{ type: 'text', text: 'hi' }], source })
 +    emit(id, 'turn/end', { turn: n, reason })
 +  }
-+  return { rt, turn }
++  return { rt, emit, turn }
 +}
 +
 +const completed = { kind: 'completed' }
@@ -4262,6 +4292,36 @@ diff --git a/test/approval-notices.test.js b/test/approval-notices.test.js
 +  assert.ok(rt.endedView().every(entry => entry.failed === undefined))
 +})
 +
++test("the work view counts each place's tool calls for the inbox, and the ended turn keeps its own (#471)", () => {
++  const { rt, emit } = turnsHost({
++    bots: { b: { id: 'b', name: 'Coder' } },
++    rooms: { r1: { id: 'r1', name: 'Ops' } },
++    groupOwners: new Map([['g1', { botId: 'b', roomId: 'r1' }]]),
++    chatOwners: new Map([['b', 'b']]),
++  })
++  const work = () => rt.workView().b
++  emit('b', 'turn/start', { turn: 1 })
++  assert.equal(work().calls, undefined)
++  emit('b', 'tool/call', { callId: 'k1', name: 'pwsh' })
++  emit('b', 'tool/call', { callId: 'k2', name: 'write' })
++  assert.equal(work().calls, 2)
++  // A turn without a tool call has no count to show.
++  emit('b', 'turn/end', { turn: 1, reason: completed })
++  assert.equal(work(), undefined)
++  assert.equal(rt.endedView()[0].calls, 2)
++  emit('b', 'turn/start', { turn: 2 })
++  emit('b', 'turn/end', { turn: 2, reason: completed })
++  assert.equal(rt.endedView()[1].calls, undefined)
++  // A group turn counts for that group only: it is never added to the Bot's own chat.
++  emit('g1', 'turn/start', { turn: 1 })
++  emit('g1', 'tool/call', { callId: 'k3', name: 'pwsh' })
++  assert.deepEqual(rt.roomWorkView().r1.map(entry => [entry.botId, entry.calls]), [['b', 1]])
++  // The Bot's entry names the group, so no own-chat card picks that count up.
++  assert.deepEqual([rt.workView().b.roomId, rt.workView().b.calls], ['r1', 1])
++  emit('g1', 'turn/end', { turn: 1, reason: completed })
++  assert.deepEqual(rt.endedView().map(entry => [entry.roomId, entry.calls]), [[undefined, 2], [undefined, undefined], ['r1', 1]])
++})
++
 +test('Settings → General has one switch per kind under the main one, off while the main one is off (#469)', async () => {
 +  const { readFileSync } = await import('node:fs')
 +  const settings = readFileSync(new URL('../src/client/settings.js', import.meta.url), 'utf8')
@@ -5270,7 +5330,7 @@ diff --git a/test/group-work.test.js b/test/group-work.test.js
 +  await host.tool('message_bot', { to: 'Tester', message: '把测试跑一遍' }, 'gb')
 +  host.begin('c')
 +  host.emit('c', 'tool/call', { callId: 'k1', name: 'pwsh', arguments: JSON.stringify({ command: 'npm test' }) })
-+  assert.deepEqual(plain((await bots()).c), { since: (await bots()).c.since, tool: 'pwsh', step: 'npm test', fromRoomId: 'r1' })
++  assert.deepEqual(plain((await bots()).c), { since: (await bots()).c.since, tool: 'pwsh', step: 'npm test', calls: 1, fromRoomId: 'r1' })
 +  host.finish('c', 'ok')
 +  // The user's own line, and a hand-off answered to the user in the Bot's own chat, are the Bot's own.
 +  host.emit('a', 'turn/start', { turn: 1 })
diff --git a/patches/ds-bot/0008-client-bundle.patch b/patches/ds-bot/0008-client-bundle.patch
index f3cac826..263f9a52 100644
--- a/patches/ds-bot/0008-client-bundle.patch
+++ b/patches/ds-bot/0008-client-bundle.patch
@@ -333,7 +333,7 @@ diff --git a/client.js b/client.js
    "You have {version}.": "当前版本 {version}。",
    "The update did not finish: {reason}": "更新没有完成：{reason}",
    "What's new": "更新说明",
-@@ -420,8 +420,35 @@ var ZH = {
+@@ -420,8 +420,36 @@ var ZH = {
    "DSH update": "DSH 更新",
    "DSH {version}": "DSH {version}",
    "Restart DSH to start using DSH {version}.": "重启 DSH 后开始使用 DSH {version}。",
@@ -361,6 +361,7 @@ diff --git a/client.js b/client.js
 +  "Approve it in the chat": "请在对话里批准",
 +  "The last turn did not finish": "上一轮没有完成",
 +  "Latest: {text}": "最新：{text}",
++  "{count} tool calls": "{count} 次工具调用",
 +  "Untitled task": "未命名任务",
 +  "for {time}": "已 {time}",
 +  "just started": "刚开始",
@@ -4829,7 +4830,7 @@ diff --git a/client.js b/client.js
      const seen = /* @__PURE__ */ new WeakSet();
      const started = Date.now();
      let column = null;
-@@ -4624,156 +4624,864 @@ function useRowEntrances(replacing) {
+@@ -4624,156 +4624,882 @@ function useRowEntrances(replacing) {
      const observer = new MutationObserver(() => {
        if (!frame) frame = requestAnimationFrame(scan);
      });
@@ -5357,6 +5358,19 @@ diff --git a/client.js b/client.js
 +  if (sessions?.byId && card.chat) options.push(previewOf(sessions, partOf(roster, card.chat)));
 +  return options.find((text) => typeof text === "string" && text !== "" && text !== card.title && text !== card.reason) ?? "";
 +}
++function toolCalls(card, { roster, work }) {
++  const botId = card.bot?.id;
++  if (botId === void 0) return 0;
++  const roomId = roster.roomsById?.[card.chat] ? card.chat : void 0;
++  const running = runningIn(work, botId, roomId);
++  if (running !== void 0) return running.calls ?? 0;
++  let newest;
++  for (const entry of work.ended ?? []) {
++    if (entry.botId !== botId || (entry.roomId ?? "") !== (roomId ?? "")) continue;
++    if ((entry.at ?? 0) >= (newest?.at ?? -Infinity)) newest = entry;
++  }
++  return newest?.calls ?? 0;
++}
 +function inboxModel({ roster, work = {}, tasks = [], sessions, now = Date.now() }) {
 +  const needs = [];
 +  const progress = [];
@@ -5530,7 +5544,10 @@ diff --git a/client.js b/client.js
 -  return (0, import_react_dom2.createPortal)((0, import_react7.createElement)(
 +  }
 +  const newest = (a, b) => (b.at ?? Infinity) - (a.at ?? Infinity);
-+  for (const card of [...needs, ...progress, ...done]) card.activity = latestActivity(card, { roster, work, sessions });
++  for (const card of [...needs, ...progress, ...done]) {
++    card.activity = latestActivity(card, { roster, work, sessions });
++    card.calls = toolCalls(card, { roster, work });
++  }
 +  return { needs: needs.sort(newest), progress: progress.sort(newest), done: done.sort(newest).slice(0, DONE_MAX) };
 +}
 +var needsCount = (roster, work, tasks) => inboxModel({ roster, work, tasks }).needs.length;
@@ -5594,6 +5611,7 @@ diff --git a/client.js b/client.js
 +        (0, import_react12.createElement)("span", { className: "bt-inbox-meta", title: meta }, meta)
 +      ),
 +      (0, import_react12.createElement)("span", { className: "bt-inbox-title", title: card.title }, card.title),
++      card.calls > 0 ? (0, import_react12.createElement)("span", { className: "bt-inbox-calls" }, t("{count} tool calls", { count: card.calls })) : null,
 +      card.reason ? (0, import_react12.createElement)("span", { className: "bt-inbox-reason", title: card.reason }, card.reason) : null,
 +      card.activity ? (0, import_react12.createElement)("span", { className: "bt-inbox-activity", title: card.activity }, t("Latest: {text}", { text: card.activity })) : null,
 +      card.hint ? (0, import_react12.createElement)("span", { className: "bt-inbox-hint" }, card.hint) : null,
@@ -5732,6 +5750,7 @@ diff --git a/client.js b/client.js
 +.bt-inbox-meta{min-width:0;font-size:12px;line-height:16px;color:var(--bt-ink-3);white-space:nowrap;overflow:hidden;text-overflow:ellipsis}
 +.bt-inbox-title{font-size:13.5px;line-height:19px;color:var(--bt-ink);white-space:nowrap;overflow:hidden;text-overflow:ellipsis}
 +.bt-inbox-reason,.bt-inbox-hint,.bt-inbox-activity{font-size:12px;line-height:16px;color:var(--bt-ink-2);white-space:nowrap;overflow:hidden;text-overflow:ellipsis}
++.bt-inbox-calls{font-size:12px;line-height:16px;color:var(--bt-ink-3);white-space:nowrap;overflow:hidden;text-overflow:ellipsis;font-variant-numeric:tabular-nums}
 +.bt-inbox-activity{color:var(--bt-ink-3)}
 +.bt-inbox-error{font-size:12px;line-height:16px;color:#c21d2e;overflow-wrap:anywhere}
 +.bt-inbox-actions{flex:none;display:flex;align-items:center;gap:6px;align-self:center}
diff --git a/patches/ds-bot/files/src/client/inbox.js b/patches/ds-bot/files/src/client/inbox.js
index 56dfb74f..ead131f8 100644
--- a/patches/ds-bot/files/src/client/inbox.js
+++ b/patches/ds-bot/files/src/client/inbox.js
@@ -118,6 +118,23 @@ function latestActivity(card, { roster, work, sessions }) {
   return options.find(text => typeof text === 'string' && text !== '' && text !== card.title && text !== card.reason) ?? ''
 }
 
+// The tool calls of the turn a card shows for its place (#471): the turn running there now,
+// else the newest ended turn there. One place only — never added across places, and 0
+// when that turn used no tool or the place has no count.
+function toolCalls(card, { roster, work }) {
+  const botId = card.bot?.id
+  if (botId === undefined) return 0
+  const roomId = roster.roomsById?.[card.chat] ? card.chat : undefined
+  const running = runningIn(work, botId, roomId)
+  if (running !== undefined) return running.calls ?? 0
+  let newest
+  for (const entry of work.ended ?? []) {
+    if (entry.botId !== botId || (entry.roomId ?? '') !== (roomId ?? '')) continue
+    if ((entry.at ?? 0) >= (newest?.at ?? -Infinity)) newest = entry
+  }
+  return newest?.calls ?? 0
+}
+
 /**
  * The three groups of cards, newest first in each.
  * `sessions` is the shell's Session list ({ byId }); `now` the current time.
@@ -230,7 +247,10 @@ export function inboxModel({ roster, work = {}, tasks = [], sessions, now = Date
     }
   }
   const newest = (a, b) => (b.at ?? Infinity) - (a.at ?? Infinity)
-  for (const card of [...needs, ...progress, ...done]) card.activity = latestActivity(card, { roster, work, sessions })
+  for (const card of [...needs, ...progress, ...done]) {
+    card.activity = latestActivity(card, { roster, work, sessions })
+    card.calls = toolCalls(card, { roster, work })
+  }
   return { needs: needs.sort(newest), progress: progress.sort(newest), done: done.sort(newest).slice(0, DONE_MAX) }
 }
 
@@ -277,6 +297,7 @@ export function InboxCard({ card, roster, now, busy, error, onAnswer, onOpen })
         h(Status, { status: card.status }),
         h('span', { className: 'bt-inbox-meta', title: meta }, meta)),
       h('span', { className: 'bt-inbox-title', title: card.title }, card.title),
+      card.calls > 0 ? h('span', { className: 'bt-inbox-calls' }, t('{count} tool calls', { count: card.calls })) : null,
       card.reason ? h('span', { className: 'bt-inbox-reason', title: card.reason }, card.reason) : null,
       card.activity ? h('span', { className: 'bt-inbox-activity', title: card.activity }, t('Latest: {text}', { text: card.activity })) : null,
       card.hint ? h('span', { className: 'bt-inbox-hint' }, card.hint) : null,
@@ -385,6 +406,7 @@ export const INBOX_CSS = `
 .bt-inbox-meta{min-width:0;font-size:12px;line-height:16px;color:var(--bt-ink-3);white-space:nowrap;overflow:hidden;text-overflow:ellipsis}
 .bt-inbox-title{font-size:13.5px;line-height:19px;color:var(--bt-ink);white-space:nowrap;overflow:hidden;text-overflow:ellipsis}
 .bt-inbox-reason,.bt-inbox-hint,.bt-inbox-activity{font-size:12px;line-height:16px;color:var(--bt-ink-2);white-space:nowrap;overflow:hidden;text-overflow:ellipsis}
+.bt-inbox-calls{font-size:12px;line-height:16px;color:var(--bt-ink-3);white-space:nowrap;overflow:hidden;text-overflow:ellipsis;font-variant-numeric:tabular-nums}
 .bt-inbox-activity{color:var(--bt-ink-3)}
 .bt-inbox-error{font-size:12px;line-height:16px;color:#c21d2e;overflow-wrap:anywhere}
 .bt-inbox-actions{flex:none;display:flex;align-items:center;gap:6px;align-self:center}
diff --git a/patches/ds-bot/files/test/inbox.test.js b/patches/ds-bot/files/test/inbox.test.js
index a46941a4..393fd72d 100644
--- a/patches/ds-bot/files/test/inbox.test.js
+++ b/patches/ds-bot/files/test/inbox.test.js
@@ -335,6 +335,52 @@ test('each card has a one-line latest activity that never repeats its title or r
   }
 })
 
+// #471 v1: one tool-call count per card, for that card's own place, never summed.
+const countedWork = {
+  bots: { b1: { since: NOW - 60_000, tool: 'pwsh', calls: 3 } },
+  rooms: { r1: [{ botId: 'b3', since: NOW - 30_000, calls: 2 }, { botId: 'b1', since: NOW - 60_000, calls: 5 }] },
+  approvals: [
+    { id: 'c1', botId: 'b1', tool: 'edit', at: NOW - 1000, answerable: false },
+    { id: 'c2', botId: 'b3', roomId: 'r1', tool: 'pwsh', at: NOW - 1000, answerable: true },
+  ],
+  ended: [
+    { id: 'x2', botId: 'b2', sessionId: 's2', at: NOW - 600_000 },
+    { id: 'x1', botId: 'b2', sessionId: 's2', at: NOW - 120_000, calls: 7 },
+    { id: 'x3', botId: 'b2', roomId: 'r1', at: NOW - 300_000, calls: 1 },
+  ],
+}
+const countedTasks = [task('n1', 'working'), task('n2', 'working', { ownerBotId: 'b2', origin: { roomId: 'r1' } })]
+const countedModel = inboxModel({ roster, work: countedWork, tasks: countedTasks, sessions, now: NOW })
+const countedCard = id => [...countedModel.needs, ...countedModel.progress, ...countedModel.done].find(card => card.id === id)
+
+test("a card shows its own place's tool-call count, from the running turn there or the last ended one (#471)", () => {
+  // The turn running in the place now: b1's own chat (3) and b3's turn in Ops (2).
+  assert.equal(countedCard('approval:c1').calls, 3)
+  assert.equal(countedCard('approval:c2').calls, 2)
+  assert.equal(countedCard('run:b1|r1').calls, 5)
+  // No turn running there: the newest ended turn in that place, never an older or another place's.
+  assert.equal(countedCard('task:n1').calls, 7)
+  assert.equal(countedCard('task:n2').calls, 1)
+  assert.equal(countedCard('chat:b2').calls, 7)
+  // Unknown (a card with no Bot, a place with no counted turn) is 0, and nothing is summed.
+  assert.equal(countedCard('held:r1').calls, 0)
+  assert.equal(inboxModel({ roster, work: { ...countedWork, ended: [] }, tasks: countedTasks, sessions, now: NOW }).progress.find(card => card.id === 'task:n1').calls, 0)
+})
+
+test('a count of 0 or unknown draws no line; a counted card draws one `N tool calls` line, read-only', () => {
+  const callsRows = card => byClass(draw(card), 'bt-inbox-calls')
+  const [row] = callsRows(countedCard('approval:c1'))
+  assert.equal(row.props.className, 'bt-inbox-calls')
+  assert.equal(textOf(row), '3 tool calls')
+  assert.equal(textOf(callsRows(countedCard('task:n2'))[0]), '1 tool calls')
+  for (const card of [countedCard('held:r1'), ...inboxModel({ roster, work, tasks, sessions, now: NOW }).done]) {
+    assert.equal(callsRows(card).length, 0, card.id)
+    assert.doesNotMatch(textOf(draw(card)), /tool calls/, card.id)
+  }
+  // Still read-only: the same single Open action, on a counted card too.
+  assert.deepEqual(plain(buttons(draw(countedCard('approval:c1'))).map(textOf)), ['Open'])
+})
+
 test('a question asked about work handed out from a group is a Needs you card that opens the group (#552)', () => {
   const asked = {
     ...roster,