feat: 小财管家意图规划与报销提交编排增强

- 完善管家意图识别、模型计划构建与规划器调度 - 重构差旅报销提交编排器与管家计划流程前端交互 - 优化报销消息项样式与文档中心视图 - 新增小财管家与附件上传风险前置复核设计文档 - 补充管家规划器与文档中心测试覆盖
2026-06-04 14:25:14 +08:00
parent 1cbf3fee44
commit f60cebadb8
19 changed files with 2337 additions and 196 deletions
--- a/web/src/assets/styles/components/travel-reimbursement-message-item.css
+++ b/web/src/assets/styles/components/travel-reimbursement-message-item.css
@@ -29,6 +29,10 @@
  gap: 8px;
 }

+.message-row.has-steward-plan .message-stack {
+  width: min(100%, 760px);
+}
+
 .message-row.user .message-stack {
  order: 1;
  justify-items: end;
@@ -64,8 +68,15 @@
  box-shadow: 0 10px 22px rgba(148, 163, 184, 0.14);
 }

+.message-row.has-steward-plan .message-bubble {
+  width: 100%;
+  max-width: none;
+  box-sizing: border-box;
+}
+
 .steward-intent-bubble {
-  width: min(100%, 680px);
+  width: 100%;
+  box-sizing: border-box;
  border: 1px solid #c9ddea;
  border-radius: 4px;
  background: #eef6fb;
@@ -144,6 +155,17 @@
  line-height: 1.55;
 }

+.steward-intent-event-list li span.typing::after {
+  content: "";
+  width: 5px;
+  height: 12px;
+  display: inline-block;
+  margin-left: 3px;
+  vertical-align: -2px;
+  background: #3a7ca5;
+  animation: steward-plan-caret 900ms steps(1, end) infinite;
+}
+
 .steward-intent-empty {
  margin: 0;
  padding: 0 12px 12px;
@@ -231,6 +253,229 @@
  font-weight: 850;
 }

+.steward-plan-markdown {
+  display: block;
+}
+
+.steward-plan-markdown :deep(h2) {
+  margin: 0 0 10px;
+  padding-bottom: 8px;
+  border-bottom: 1px solid #dbe4ee;
+  color: #0f172a;
+  font-size: 15px;
+  font-weight: 860;
+  line-height: 1.42;
+}
+
+.steward-plan-markdown :deep(hr) {
+  margin: 10px 0 14px;
+  border: 0;
+  border-top: 1px solid #e2e8f0;
+}
+
+.steward-plan-markdown :deep(h3) {
+  margin: 16px 0 8px;
+  padding-left: 8px;
+  border-left: 3px solid var(--theme-primary, #3a7ca5);
+  color: #183247;
+  font-size: 13px;
+  font-weight: 840;
+  line-height: 1.45;
+}
+
+.steward-plan-markdown :deep(h3:first-child) {
+  margin-top: 0;
+}
+
+.steward-plan-markdown :deep(p) {
+  margin: 0 0 10px;
+  color: #334155;
+  line-height: 1.72;
+}
+
+.steward-plan-markdown :deep(ul) {
+  margin: 0 0 12px;
+  padding-left: 18px;
+  display: grid;
+  gap: 7px;
+}
+
+.steward-plan-markdown :deep(li) {
+  margin: 0;
+  color: #334155;
+  line-height: 1.65;
+}
+
+.steward-plan-typing::after {
+  content: "";
+  width: 6px;
+  height: 15px;
+  display: inline-block;
+  margin-left: 3px;
+  vertical-align: -2px;
+  background: var(--theme-primary, #3a7ca5);
+  animation: steward-plan-caret 900ms steps(1, end) infinite;
+}
+
+@keyframes steward-plan-caret {
+  0%,
+  45% {
+    opacity: 1;
+  }
+
+  46%,
+  100% {
+    opacity: 0;
+  }
+}
+
+.steward-plan-block {
+  margin-top: 14px;
+  display: grid;
+  gap: 12px;
+}
+
+.steward-task-list,
+.steward-attachment-list {
+  display: grid;
+  gap: 10px;
+}
+
+.steward-task-card,
+.steward-attachment-card {
+  padding: 12px;
+  border: 1px solid #dbe7f2;
+  border-radius: 4px;
+  background: #f8fbfe;
+}
+
+.steward-task-header,
+.steward-attachment-card header {
+  display: flex;
+  align-items: center;
+  gap: 8px;
+  margin-bottom: 10px;
+}
+
+.steward-task-type,
+.steward-attachment-card header span {
+  min-height: 22px;
+  display: inline-flex;
+  align-items: center;
+  padding: 0 7px;
+  border: 1px solid #c7deef;
+  border-radius: 4px;
+  background: #eef7fc;
+  color: #24618a;
+  font-size: 12px;
+  font-weight: 780;
+}
+
+.steward-task-agent,
+.steward-attachment-card header small {
+  color: #64748b;
+  font-size: 12px;
+  font-weight: 720;
+}
+
+.steward-task-body {
+  display: grid;
+  gap: 5px;
+}
+
+.steward-task-title {
+  display: block;
+  color: #172a3a;
+  font-size: 14px;
+  font-weight: 850;
+  line-height: 1.45;
+}
+
+.steward-task-summary,
+.steward-attachment-card p {
+  margin: 0;
+  color: #5c7185;
+  font-size: 12px;
+  line-height: 1.62;
+}
+
+.steward-task-meta,
+.steward-attachment-chip-row {
+  display: flex;
+  flex-wrap: wrap;
+  gap: 6px;
+  margin-top: 9px;
+}
+
+.steward-task-meta span,
+.steward-attachment-chip {
+  border: 1px solid #d5e2ee;
+  border-radius: 4px;
+  background: #ffffff;
+  color: #49677f;
+  font-size: 12px;
+  line-height: 1.4;
+  padding: 3px 7px;
+}
+
+.steward-task-missing {
+  margin-top: 10px;
+  padding-top: 10px;
+  border-top: 1px dashed #d5e2ee;
+  display: grid;
+  gap: 8px;
+}
+
+.steward-task-missing-label {
+  color: #425c72;
+  font-size: 12px;
+  font-weight: 820;
+}
+
+.steward-task-missing-list {
+  display: grid;
+  gap: 6px;
+  margin: 0;
+  padding: 0;
+  list-style: none;
+}
+
+.steward-task-missing-list li {
+  display: grid;
+  grid-template-columns: minmax(86px, 120px) minmax(0, 1fr);
+  align-items: start;
+  gap: 8px;
+  padding: 7px 8px;
+  border: 1px solid #e1e8f0;
+  border-radius: 4px;
+  background: #ffffff;
+}
+
+.steward-task-missing-list strong {
+  color: #1f3448;
+  font-size: 12px;
+  font-weight: 820;
+  line-height: 1.45;
+}
+
+.steward-task-missing-list small {
+  color: #6b7f92;
+  font-size: 12px;
+  line-height: 1.45;
+}
+
+.steward-attachment-chip.include {
+  border-color: #c7deef;
+  background: #eef7fc;
+  color: #24618a;
+}
+
+.steward-attachment-chip.exclude {
+  border-color: #ecd6c4;
+  background: #fff8f2;
+  color: #8a5a24;
+}
+
 .message-answer-markdown :deep(.markdown-table-wrap) {
  width: 100%;
  max-width: 100%;
@@ -811,4 +1056,9 @@
    max-width: 100%;
    border-radius: 12px;
  }
+
+  .steward-task-missing-list li {
+    grid-template-columns: 1fr;
+    gap: 3px;
+  }
 }
--- a/web/src/assets/styles/views/travel-reimbursement-create-view-part4.css
+++ b/web/src/assets/styles/views/travel-reimbursement-create-view-part4.css
@@ -141,6 +141,42 @@
  padding: 3px 7px;
 }

+.steward-task-missing {
+  margin-top: 9px;
+  padding-top: 9px;
+  border-top: 1px dashed #d5e2ee;
+  display: grid;
+  gap: 6px;
+}
+
+.steward-task-missing-label {
+  color: #5d7489;
+  font-size: 12px;
+  font-weight: 780;
+}
+
+.steward-task-missing-chip {
+  display: grid;
+  gap: 2px;
+  padding: 7px 8px;
+  border: 1px solid #e1e8f0;
+  border-radius: 4px;
+  background: #ffffff;
+}
+
+.steward-task-missing-chip strong {
+  color: #1f3448;
+  font-size: 12px;
+  font-weight: 820;
+  line-height: 1.35;
+}
+
+.steward-task-missing-chip small {
+  color: #6b7f92;
+  font-size: 11px;
+  line-height: 1.45;
+}
+
 .steward-attachment-chip.include {
  border-color: #c7deef;
  background: #eef7fc;
--- a/web/src/components/travel/TravelReimbursementMessageItem.vue
+++ b/web/src/components/travel/TravelReimbursementMessageItem.vue
@@ -1,7 +1,7 @@
 <template>
  <article
  class="message-row"
-  :class="message.role"
+  :class="[message.role, { 'has-steward-plan': message.stewardPlan }]"
 >
    <span class="message-avatar">
      <img
@@ -31,7 +31,7 @@
            :key="`${message.id}-${event.eventId}`"
          >
            <strong>{{ event.title }}</strong>
-            <span>{{ event.content }}</span>
+            <span :class="{ 'typing': event.status === 'running' }">{{ event.content }}</span>
          </li>
        </ol>
        <p v-else class="steward-intent-empty">正在建立任务上下文...</p>
@@ -62,7 +62,14 @@

    <div
      v-else-if="message.text && message.role === 'assistant'"
-      class="message-answer-content message-answer-markdown"
+      :class="[
+        'message-answer-content',
+        'message-answer-markdown',
+        {
+          'steward-plan-markdown': message.stewardPlan,
+          'steward-plan-typing': message.stewardPlan?.streamStatus === 'typing'
+        }
+      ]"
      v-html="ui.renderMarkdown(message.text)"
      @click="ui.handleAssistantMarkdownClick($event, message)"
    ></div>
@@ -73,7 +80,7 @@
    />

    <div
-      v-if="message.role === 'assistant' && message.stewardPlan && message.stewardPlan.streamStatus !== 'streaming'"
+      v-if="message.role === 'assistant' && message.stewardPlan && message.stewardPlan.streamStatus !== 'streaming' && !message.stewardPlan.initialSummaryOnly"
      class="steward-plan-block"
      role="group"
      aria-label="小财管家任务计划"
@@ -84,16 +91,32 @@
          :key="`${message.id}-${task.taskId}`"
          class="steward-task-card"
        >
-          <header>
-            <span>{{ task.taskTypeLabel }}</span>
-            <small>{{ task.assignedAgentLabel }}</small>
+          <header class="steward-task-header">
+            <span class="steward-task-type">{{ task.taskTypeLabel }}</span>
+            <span class="steward-task-agent">{{ task.assignedAgentLabel }}</span>
          </header>
-          <strong>{{ task.title }}</strong>
-          <p>{{ task.summary }}</p>
+          <div class="steward-task-body">
+            <strong class="steward-task-title">{{ task.title }}</strong>
+            <p class="steward-task-summary">{{ task.summary }}</p>
+          </div>
          <div class="steward-task-meta">
            <span>置信度 {{ Math.round((task.confidence || 0) * 100) }}%</span>
-            <span v-if="task.missingFields?.length">待补充 {{ task.missingFields.join('、') }}</span>
-            <span v-else>字段已齐备</span>
+            <span v-if="!ui.resolveStewardMissingFieldItems(task).length">信息已基本齐备</span>
+          </div>
+          <div
+            v-if="ui.resolveStewardMissingFieldItems(task).length"
+            class="steward-task-missing"
+          >
+            <span class="steward-task-missing-label">还需要补充</span>
+            <ul class="steward-task-missing-list">
+              <li
+                v-for="field in ui.resolveStewardMissingFieldItems(task)"
+                :key="`${task.taskId}-missing-${field.key}`"
+              >
+                <strong>{{ field.label }}</strong>
+                <small v-if="field.hint">{{ field.hint }}</small>
+              </li>
+            </ul>
          </div>
        </article>
      </div>
--- a/web/src/services/steward.js
+++ b/web/src/services/steward.js
@@ -11,12 +11,28 @@ export function fetchStewardPlan(payload, options = {}) {
 export async function fetchStewardPlanStream(payload, handlers = {}, options = {}) {
  const {
    timeoutMs = 0,
+    idleTimeoutMs = 90000,
    timeoutMessage = '小财管家任务规划超时，请稍后重试。'
  } = options
  const controller = typeof AbortController !== 'undefined' ? new AbortController() : null
-  const timeoutId = controller && Number(timeoutMs) > 0
-    ? globalThis.setTimeout(() => controller.abort(), Number(timeoutMs))
-    : 0
+  let timeoutId = 0
+  const armAbortTimer = (delayMs) => {
+    if (!controller) return
+    if (timeoutId) {
+      globalThis.clearTimeout(timeoutId)
+      timeoutId = 0
+    }
+    if (Number(delayMs) > 0) {
+      timeoutId = globalThis.setTimeout(() => controller.abort(), Number(delayMs))
+    }
+  }
+  const clearAbortTimer = () => {
+    if (timeoutId) {
+      globalThis.clearTimeout(timeoutId)
+      timeoutId = 0
+    }
+  }
+  armAbortTimer(timeoutMs)

  let response
  try {
@@ -29,9 +45,7 @@ export async function fetchStewardPlanStream(payload, handlers = {}, options = {
      signal: controller?.signal
    })
  } catch (error) {
-    if (timeoutId) {
-      globalThis.clearTimeout(timeoutId)
-    }
+    clearAbortTimer()
    if (error?.name === 'AbortError') {
      throw new Error(timeoutMessage)
    }
@@ -39,17 +53,13 @@ export async function fetchStewardPlanStream(payload, handlers = {}, options = {
  }

  if (!response.ok) {
-    if (timeoutId) {
-      globalThis.clearTimeout(timeoutId)
-    }
+    clearAbortTimer()
    throw new Error(await resolveStreamError(response))
  }

  if (!response.body?.getReader) {
    const text = await response.text()
-    if (timeoutId) {
-      globalThis.clearTimeout(timeoutId)
-    }
+    clearAbortTimer()
    return consumeNdjsonText(text, handlers)
  }

@@ -59,11 +69,13 @@ export async function fetchStewardPlanStream(payload, handlers = {}, options = {
  let finalPlan = null

  try {
+    armAbortTimer(idleTimeoutMs)
    while (true) {
      const { value, done } = await reader.read()
      if (done) {
        break
      }
+      armAbortTimer(idleTimeoutMs)
      buffer += decoder.decode(value, { stream: true })
      const lines = buffer.split('\n')
      buffer = lines.pop() || ''
@@ -87,9 +99,7 @@ export async function fetchStewardPlanStream(payload, handlers = {}, options = {
    }
    throw error
  } finally {
-    if (timeoutId) {
-      globalThis.clearTimeout(timeoutId)
-    }
+    clearAbortTimer()
  }

  if (!finalPlan) {
--- a/web/src/views/DocumentsCenterView.vue
+++ b/web/src/views/DocumentsCenterView.vue
@@ -562,9 +562,17 @@ const filteredRows = computed(() => {

 const totalPages = computed(() => Math.max(1, Math.ceil(filteredRows.value.length / pageSize.value)))
 const pageSummary = computed(() => `共 ${filteredRows.value.length} 条，目前第 ${currentPage.value} / ${totalPages.value} 页`)
+
+function resolveLiveDocumentRow(row) {
+  return {
+    ...row,
+    isNewDocument: isNewDocument(row, viewedDocumentKeys.value)
+  }
+}
+
 const visibleRows = computed(() => {
  const start = (currentPage.value - 1) * pageSize.value
-  return filteredRows.value.slice(start, start + pageSize.value)
+  return filteredRows.value.slice(start, start + pageSize.value).map(resolveLiveDocumentRow)
 })

 const documentLoadingSource = computed(() => (props.loading || supportingLoading.value) && !visibleRows.value.length)
--- a/web/src/views/scripts/TravelReimbursementCreateView.js
+++ b/web/src/views/scripts/TravelReimbursementCreateView.js
@@ -16,6 +16,11 @@ import { useTravelReimbursementSubmitComposer } from './useTravelReimbursementSu
 import { useTravelReimbursementReviewActions } from './useTravelReimbursementReviewActions.js'
 import { useTravelReimbursementGuidedFlow } from './useTravelReimbursementGuidedFlow.js'
 import { useStewardPlanFlow } from './useStewardPlanFlow.js'
+import {
+  buildStewardFieldItems,
+  formatStewardMissingFieldList,
+  formatStewardOntologyFields
+} from './stewardPlanModel.js'
 import { useApplicationPreviewEditor } from './useApplicationPreviewEditor.js'
 import {
  buildOperationFeedbackPayload,
@@ -202,6 +207,10 @@ import {
  userAvatar
 } from './travelReimbursementConversationModel.js'

+const STEWARD_ASSISTANT_NAME = '小财管家'
+const STEWARD_FOLLOWUP_TYPEWRITER_INTERVAL_MS = 18
+const STEWARD_FOLLOWUP_THINKING_INTERVAL_MS = 14
+
 const REVIEW_RISK_LEVEL_META = {
  high: {
    label: '高风险',
@@ -1546,6 +1555,7 @@ export default {
      replaceMessage,
      scrollToBottom,
      adjustComposerTextareaHeight,
+      executeStewardSuggestedAction: (message, action) => handleSuggestedAction(message, action),
      submitting,
      reviewActionBusy,
      sessionSwitchBusy,
@@ -1695,6 +1705,30 @@ export default {
        const carryText = String(actionPayload.carry_text || '').trim()
        const carryFiles = actionPayload.carry_files ? Array.from(attachedFiles.value || []) : []
        if (!lockSuggestedActionMessage(message, action)) return
+        if (String(actionPayload.steward_plan_id || '').trim()) {
+          const confirmedByText = Boolean(action.confirmedByText)
+          delete action.confirmedByText
+          await submitComposerInternal({
+            rawText: carryText,
+            userText: action.label || '确定',
+            pendingText: targetSessionType === SESSION_TYPE_APPLICATION
+              ? '小财管家正在调用申请助手生成申请单核对结果...'
+              : '小财管家正在调用报销助手整理报销核对结果...',
+            files: carryFiles,
+            skipScopeGuard: true,
+            skipStewardPlan: true,
+            skipUserMessage: confirmedByText,
+            sessionTypeOverride: targetSessionType,
+            stewardContinuation: {
+              planId: String(actionPayload.steward_plan_id || '').trim(),
+              currentTaskId: String(actionPayload.steward_next_task_id || '').trim(),
+              remainingTasks: Array.isArray(actionPayload.steward_remaining_tasks)
+                ? actionPayload.steward_remaining_tasks
+                : []
+            }
+          })
+          return
+        }
        await switchSessionType(targetSessionType)
        if (carryText) {
          composerDraft.value = carryText
@@ -2161,6 +2195,195 @@ export default {
      return String(request.claimId || request.claim_id || '').trim()
    }

+    function buildStewardContinuationAfterAction(message, completedLabel = '当前动作已完成') {
+      const continuation = message?.stewardContinuation || null
+      const remainingTasks = Array.isArray(continuation?.remainingTasks)
+        ? continuation.remainingTasks
+        : []
+      if (!remainingTasks.length) {
+        return null
+      }
+      const nextTask = remainingTasks[0]
+      const nextTaskType = String(nextTask.task_type || nextTask.taskType || '').trim()
+      const targetSessionType = nextTaskType === 'expense_application'
+        ? SESSION_TYPE_APPLICATION
+        : SESSION_TYPE_EXPENSE
+      const nextLabel = targetSessionType === SESSION_TYPE_APPLICATION
+        ? '继续创建申请单'
+        : '继续填写报销单'
+      const restTasks = remainingTasks.slice(1)
+      return createMessage(
+        'assistant',
+        [
+          `**${completedLabel}。**`,
+          '',
+          '我会重新检查剩余任务队列。',
+          `下一步：${nextTask.title || (targetSessionType === SESSION_TYPE_APPLICATION ? '费用申请' : '费用报销')}。`,
+          '请回复“确定”，我再继续执行。'
+        ].join('\n'),
+        [],
+        {
+          assistantName: '小财管家',
+          meta: ['小财管家', '等待用户确认'],
+          suggestedActions: [
+            {
+              label: nextLabel,
+              description: '确认后小财管家继续调用对应助手完成下一步。',
+              icon: targetSessionType === SESSION_TYPE_APPLICATION
+                ? 'mdi mdi-file-plus-outline'
+                : 'mdi mdi-receipt-text-plus-outline',
+              action_type: ASSISTANT_SCOPE_ACTION_SWITCH,
+              payload: {
+                session_type: targetSessionType,
+                carry_text: buildStewardContinuationCarryText(nextTask, restTasks),
+                carry_files: targetSessionType !== SESSION_TYPE_APPLICATION,
+                auto_submit: true,
+                steward_plan_id: String(continuation.planId || '').trim() || 'steward_continuation',
+                steward_next_task_id: String(nextTask.task_id || nextTask.taskId || '').trim(),
+                steward_remaining_tasks: restTasks
+              }
+            }
+          ]
+        }
+      )
+    }
+
+    function buildStewardFollowupPlan(thinkingEvents = [], streamStatus = 'streaming', planId = '') {
+      return {
+        planId: planId || `steward-followup-${Date.now()}`,
+        planStatus: 'delegating',
+        summary: '',
+        visibleThinkingEventCount: Number.MAX_SAFE_INTEGER,
+        initialSummaryOnly: true,
+        thinkingEvents,
+        tasks: [],
+        attachmentGroups: [],
+        confirmationGroups: [],
+        streamStatus
+      }
+    }
+
+    function buildStewardFollowupThinkingEvents() {
+      const eventPrefix = `steward-followup-${Date.now()}-${Math.random().toString(16).slice(2)}`
+      return [
+        {
+          eventId: `${eventPrefix}-review`,
+          title: '复盘结果',
+          content: '当前动作已完成，小财管家正在检查剩余任务队列。'
+        },
+        {
+          eventId: `${eventPrefix}-next`,
+          title: '选择下一步',
+          content: '我会继续保持一步一步推进，先说明下一步，再等你确认后执行。'
+        }
+      ]
+    }
+
+    function waitStewardFollowupTick(intervalMs) {
+      return new Promise((resolve) => {
+        window.setTimeout(resolve, intervalMs)
+      })
+    }
+
+    async function pushStewardContinuationMessage(finalMessage) {
+      if (!finalMessage) {
+        return
+      }
+      const finalText = String(finalMessage.text || '')
+      const followupPlanId = `steward-followup-${Date.now()}-${Math.random().toString(16).slice(2)}`
+      const finalActions = Array.isArray(finalMessage.suggestedActions)
+        ? finalMessage.suggestedActions
+        : []
+      finalMessage.text = ''
+      finalMessage.assistantName = STEWARD_ASSISTANT_NAME
+      finalMessage.meta = [STEWARD_ASSISTANT_NAME, '思考中']
+      finalMessage.suggestedActions = []
+      finalMessage.stewardPlan = buildStewardFollowupPlan([], 'streaming', followupPlanId)
+      messages.value.push(finalMessage)
+      persistSessionState()
+      nextTick(scrollToBottom)
+
+      const typedEvents = []
+      for (const eventData of buildStewardFollowupThinkingEvents()) {
+        const event = {
+          eventId: eventData.eventId,
+          stage: 'steward_followup',
+          title: eventData.title,
+          content: '',
+          status: 'running'
+        }
+        typedEvents.push(event)
+        finalMessage.stewardPlan = buildStewardFollowupPlan([...typedEvents], 'streaming', followupPlanId)
+        persistSessionState()
+        nextTick(scrollToBottom)
+
+        const chars = Array.from(eventData.content)
+        for (let index = 0; index < chars.length; index += 1) {
+          await waitStewardFollowupTick(STEWARD_FOLLOWUP_THINKING_INTERVAL_MS)
+          event.content = chars.slice(0, index + 1).join('')
+          finalMessage.stewardPlan = buildStewardFollowupPlan([...typedEvents], 'streaming', followupPlanId)
+          if ((index + 1) % 4 === 0 || index === chars.length - 1) {
+            nextTick(scrollToBottom)
+          }
+        }
+        event.content = eventData.content
+        event.status = 'completed'
+        finalMessage.stewardPlan = buildStewardFollowupPlan([...typedEvents], 'streaming', followupPlanId)
+        persistSessionState()
+      }
+
+      finalMessage.meta = [STEWARD_ASSISTANT_NAME, '输出中']
+      finalMessage.stewardPlan = buildStewardFollowupPlan([...typedEvents], 'typing', followupPlanId)
+      const chars = Array.from(finalText)
+      for (let index = 0; index < chars.length; index += 1) {
+        await waitStewardFollowupTick(STEWARD_FOLLOWUP_TYPEWRITER_INTERVAL_MS)
+        finalMessage.text = chars.slice(0, index + 1).join('')
+        finalMessage.meta = [STEWARD_ASSISTANT_NAME, '输出中']
+        finalMessage.stewardPlan = buildStewardFollowupPlan([...typedEvents], 'typing', followupPlanId)
+        if ((index + 1) % 4 === 0 || index === chars.length - 1) {
+          nextTick(scrollToBottom)
+        }
+      }
+
+      finalMessage.text = finalText
+      finalMessage.meta = [STEWARD_ASSISTANT_NAME, '等待用户确认']
+      finalMessage.suggestedActions = finalActions
+      finalMessage.stewardPlan = buildStewardFollowupPlan([...typedEvents], 'completed', followupPlanId)
+      persistSessionState()
+      nextTick(scrollToBottom)
+    }
+
+    function buildStewardContinuationCarryText(task, restTasks = []) {
+      const taskType = String(task?.task_type || task?.taskType || '').trim()
+      const fields = formatStewardOntologyFields(task?.ontology_fields || task?.ontologyFields || {}, taskType)
+      const missingFields = formatStewardMissingFieldList(task?.missing_fields || task?.missingFields || [], taskType)
+      const lines = [
+        taskType === 'expense_application'
+          ? `小财管家继续执行剩余任务，请创建申请单：${task.title || '费用申请'}。`
+          : `小财管家继续执行剩余任务，请填写报销单：${task.title || '费用报销'}。`,
+        task.summary ? `任务摘要：${task.summary}` : '',
+        fields ? `已识别信息：${fields}` : '',
+        missingFields ? `还需要补充：${missingFields}` : '',
+        '请生成核对结果；创建草稿、绑定附件或提交审批前仍需让我确认。'
+      ]
+      if (restTasks.length) {
+        lines.push('当前步骤完成后，请继续引导我处理剩余任务：')
+        restTasks.forEach((item, index) => {
+          lines.push(`${index + 1}. ${item.title || item.task_type || item.taskType}`)
+        })
+      }
+      return lines.filter(Boolean).join('\n')
+    }
+
+    function resolveStewardMissingFieldItems(task) {
+      if (Array.isArray(task?.missingFieldItems) && task.missingFieldItems.length) {
+        return task.missingFieldItems
+      }
+      const fields = task?.missingFields || task?.missing_fields || []
+      const taskType = String(task?.taskType || task?.task_type || '').trim()
+      return buildStewardFieldItems(fields, taskType)
+    }
+
    async function confirmApplicationSubmit() {
      const message = applicationSubmitConfirmDialog.value.message
      if (!message || submitting.value || reviewActionBusy.value) {
@@ -2185,6 +2408,8 @@ export default {
          pendingText: '正在提交费用申请...',
          systemGenerated: true,
          skipScopeGuard: true,
+          skipStewardPlan: true,
+          sessionTypeOverride: SESSION_TYPE_APPLICATION,
          feedbackOperationType: 'submit_application',
          extraContext: {
            application_preview: applicationPreview,
@@ -2229,6 +2454,10 @@ export default {
          persistSessionState()
          nextTick(scrollToBottom)
        }
+        const stewardFollowup = buildStewardContinuationAfterAction(message, '申请单已完成')
+        if (stewardFollowup) {
+          await pushStewardContinuationMessage(stewardFollowup)
+        }
      } finally {
        reviewActionBusy.value = false
      }
@@ -2449,7 +2678,7 @@ export default {
      // submitting.value = true
      // recognizeOcrFiles(files)
      // submitting.value = false
-      if (isStewardSession.value && await submitStewardPlan(options)) {
+      if (isStewardSession.value && !options.skipStewardPlan && await submitStewardPlan(options)) {
        return null
      }
      if (await handleGuidedComposerSubmit(options)) {
@@ -2570,6 +2799,7 @@ export default {
      sessionSwitchBusy: sessionSwitchBusy.value,
      applicationPreviewEditor: applicationPreviewEditor.value,
      buildMessageBubbleClass,
+      resolveStewardMissingFieldItems,
      buildReviewMainMessageText,
      renderMarkdown,
      handleAssistantMarkdownClick,
--- a/web/src/views/scripts/stewardPlanModel.js
+++ b/web/src/views/scripts/stewardPlanModel.js
@@ -13,7 +13,70 @@ const TASK_TYPE_LABELS = {

 const AGENT_LABELS = {
  application_assistant: '申请助手',
-  reimbursement_assistant: '报销助手'
+  application: '申请助手',
+  expense_application: '申请助手',
+  reimbursement_assistant: '报销助手',
+  reimbursement: '报销助手',
+  expense: '报销助手'
+}
+
+const FIELD_DISPLAY_CONFIG = {
+  expense_type: {
+    label: '费用类型',
+    hint: '例如差旅、交通、住宿、业务招待'
+  },
+  time_range: {
+    label: '发生时间',
+    hint: '申请时填出差起止日期，报销时填费用发生日期'
+  },
+  location: {
+    label: '地点',
+    hint: '出差城市或费用发生地点'
+  },
+  reason: {
+    label: '事由',
+    hint: '出差、报销或业务活动的具体原因'
+  },
+  amount: {
+    label: '金额',
+    hint: '申请时为预计金额，报销时为实际报销金额'
+  },
+  transport_mode: {
+    label: '出行方式',
+    hint: '例如高铁、飞机、自驾、出租车'
+  },
+  attachments: {
+    label: '附件/凭证',
+    hint: '发票、行程单、付款截图或其他证明材料'
+  },
+  customer_name: {
+    label: '客户或项目对象',
+    hint: '涉及的客户、单位或项目名称'
+  },
+  merchant_name: {
+    label: '商户/开票方',
+    hint: '发票或付款凭证上的商户名称'
+  },
+  department_name: {
+    label: '所属部门',
+    hint: '申请人或费用归属部门'
+  },
+  employee_name: {
+    label: '申请人',
+    hint: '发起申请或报销的员工姓名'
+  },
+  employee_no: {
+    label: '员工编号',
+    hint: '公司内部员工编号'
+  }
+}
+
+const FIELD_ALIASES = {
+  occurred_date: 'time_range',
+  business_time: 'time_range',
+  reason_value: 'reason',
+  transport_type: 'transport_mode',
+  application_transport_mode: 'transport_mode'
 }

 export function buildStewardPlanRequest({ rawText = '', files = [], currentUser = {} } = {}) {
@@ -47,6 +110,7 @@ export function normalizeStewardPlan(rawPlan = {}, options = {}) {
    planStatus: String(rawPlan.plan_status || rawPlan.planStatus || ''),
    summary: String(rawPlan.summary || ''),
    visibleThinkingEventCount,
+    initialSummaryOnly: Boolean(rawPlan.initial_summary_only || rawPlan.initialSummaryOnly || options.initialSummaryOnly),
    thinkingEvents: Array.isArray(rawPlan.thinking_events)
      ? rawPlan.thinking_events.map((item) => ({
          eventId: String(item.event_id || item.eventId || ''),
@@ -57,22 +121,30 @@ export function normalizeStewardPlan(rawPlan = {}, options = {}) {
        }))
      : [],
    tasks: Array.isArray(rawPlan.tasks)
-      ? rawPlan.tasks.map((item) => ({
-          taskId: String(item.task_id || item.taskId || ''),
-          taskType: String(item.task_type || item.taskType || ''),
-          taskTypeLabel: TASK_TYPE_LABELS[String(item.task_type || item.taskType || '')] || '财务任务',
-          assignedAgent: String(item.assigned_agent || item.assignedAgent || ''),
-          assignedAgentLabel: AGENT_LABELS[String(item.assigned_agent || item.assignedAgent || '')] || '财务助手',
-          title: String(item.title || ''),
-          summary: String(item.summary || ''),
-          status: String(item.status || ''),
-          confidence: Number(item.confidence || 0),
-          ontologyFields: item.ontology_fields || item.ontologyFields || {},
-          missingFields: Array.isArray(item.missing_fields || item.missingFields)
+      ? rawPlan.tasks.map((item) => {
+          const taskType = String(item.task_type || item.taskType || '')
+          const missingFields = Array.isArray(item.missing_fields || item.missingFields)
            ? item.missing_fields || item.missingFields
-            : [],
-          confirmationRequired: item.confirmation_required ?? item.confirmationRequired ?? true
-        }))
+            : []
+          return {
+            taskId: String(item.task_id || item.taskId || ''),
+            taskType,
+            taskTypeLabel: TASK_TYPE_LABELS[taskType] || '财务任务',
+            assignedAgent: String(item.assigned_agent || item.assignedAgent || ''),
+            assignedAgentLabel:
+              AGENT_LABELS[String(item.assigned_agent || item.assignedAgent || '')] ||
+              AGENT_LABELS[taskType] ||
+              '小财管家',
+            title: String(item.title || ''),
+            summary: String(item.summary || ''),
+            status: String(item.status || ''),
+            confidence: Number(item.confidence || 0),
+            ontologyFields: item.ontology_fields || item.ontologyFields || {},
+            missingFields,
+            missingFieldItems: buildStewardFieldItems(missingFields, taskType),
+            confirmationRequired: item.confirmation_required ?? item.confirmationRequired ?? true
+          }
+        })
      : [],
    attachmentGroups: Array.isArray(rawPlan.attachment_groups)
      ? rawPlan.attachment_groups.map((item) => ({
@@ -99,34 +171,67 @@ export function normalizeStewardPlan(rawPlan = {}, options = {}) {

 export function buildStewardPlanMessageText(plan) {
  const normalized = normalizeStewardPlan(plan)
-  const taskLines = normalized.tasks.map((task, index) =>
-    `${index + 1}. ${task.title || task.taskTypeLabel}，交给${task.assignedAgentLabel}。`
+  const nextContext = resolveNextActionContext(normalized)
+  const orderedTasks = buildOrderedStewardTasks(normalized, nextContext?.task)
+  const taskLines = orderedTasks.map((task, index) =>
+    `${index + 1}. **${buildTaskOrderVerb(index)}${buildTaskOrderTarget(task)}**\n   - ${buildTaskOrderActionDescription(task)}`
  )
  return [
-    '**小财管家已完成任务拆解。**',
+    '### 我会这样推进',
    '',
-    normalized.summary || `我识别到 ${normalized.tasks.length} 个待处理任务，请确认后继续执行。`,
+    `我识别到 **${normalized.tasks.length} 个财务事项**，会按顺序逐步处理，不会一次性把所有动作都执行掉。`,
    '',
-    ...taskLines
-  ].join('\n')
+    ...taskLines,
+    '',
+    '如果这个顺序没问题，请回复 **确定**。我会先进入第一步，并在具体步骤里再判断需要你补充哪些信息。'
+  ].filter((line, index, lines) => line || lines[index - 1]).join('\n')
+}
+
+export function buildStewardFieldItems(fields = [], taskType = '') {
+  const safeFields = Array.isArray(fields) ? fields : []
+  const seen = new Set()
+  return safeFields
+    .map((field) => normalizeFieldKey(field))
+    .filter((field) => {
+      if (!field || seen.has(field)) {
+        return false
+      }
+      seen.add(field)
+      return true
+    })
+    .map((field) => resolveFieldDisplay(field, taskType))
+}
+
+export function formatStewardMissingFieldList(fields = [], taskType = '') {
+  return buildStewardFieldItems(fields, taskType)
+    .map((item) => item.hint ? `${item.label}（${item.hint}）` : item.label)
+    .join('、')
+}
+
+export function formatStewardOntologyFields(fields = {}, taskType = '') {
+  return Object.entries(fields || {})
+    .filter(([, value]) => String(value || '').trim())
+    .map(([key, value]) => {
+      const field = resolveFieldDisplay(key, taskType)
+      return `${field.label}：${value}`
+    })
+    .join('；')
 }

 export function buildStewardSuggestedActions(plan) {
  const normalized = normalizeStewardPlan(plan)
-  const taskById = new Map(normalized.tasks.map((task) => [task.taskId, task]))
-  const groupById = new Map(normalized.attachmentGroups.map((group) => [group.groupId, group]))
-  return normalized.confirmationGroups.map((action) => {
-    const actionType = String(action.action_type || action.actionType || '').trim()
-    const taskId = String(action.target_task_id || action.targetTaskId || '').trim()
-    const groupId = String(action.attachment_group_id || action.attachmentGroupId || '').trim()
-    const task = taskById.get(taskId)
-    const group = groupById.get(groupId)
-    const targetSessionType = actionType === 'confirm_create_application'
-      ? SESSION_TYPE_APPLICATION
-      : SESSION_TYPE_EXPENSE
-    return {
-      label: String(action.label || '确认继续处理'),
-      description: String(action.description || ''),
+  const nextContext = resolveNextActionContext(normalized)
+  if (!nextContext) {
+    return []
+  }
+  const { action, actionType, task, group } = nextContext
+  const targetSessionType = actionType === 'confirm_create_application'
+    ? SESSION_TYPE_APPLICATION
+    : SESSION_TYPE_EXPENSE
+  return [
+    {
+      label: buildNextActionLabel(actionType),
+      description: buildNextActionDescription(actionType, normalized, task, group),
      icon: actionType === 'confirm_create_application'
        ? 'mdi mdi-file-plus-outline'
        : actionType === 'confirm_attachment_group'
@@ -135,17 +240,198 @@ export function buildStewardSuggestedActions(plan) {
      action_type: ASSISTANT_SCOPE_ACTION_SWITCH,
      payload: {
        session_type: targetSessionType,
-        carry_text: buildStewardCarryText(actionType, task, group),
+        carry_text: buildStewardCarryText(actionType, task, group, normalized),
        carry_files: actionType !== 'confirm_create_application',
        auto_submit: true,
        steward_confirmation_id: String(action.confirmation_id || action.confirmationId || ''),
-        steward_plan_id: normalized.planId
+        steward_plan_id: normalized.planId,
+        steward_next_task_id: task?.taskId || '',
+        steward_remaining_task_count: normalized.tasks.filter((item) => item.taskId !== task?.taskId).length,
+        steward_remaining_tasks: buildRemainingTaskPayload(normalized, task?.taskId)
      }
    }
-  })
+  ]
 }

-function buildStewardCarryText(actionType, task, group) {
+function resolveNextActionContext(normalized) {
+  const applicationTask = normalized.tasks.find((task) => task.taskType === 'expense_application')
+  const applicationAction = applicationTask
+    ? findConfirmationAction(normalized, 'confirm_create_application', applicationTask.taskId)
+    : null
+  if (applicationAction) {
+    return {
+      action: applicationAction,
+      actionType: 'confirm_create_application',
+      task: applicationTask,
+      group: null
+    }
+  }
+
+  const reimbursementTask = normalized.tasks.find((task) => task.taskType === 'reimbursement')
+  const reimbursementAction = reimbursementTask
+    ? findConfirmationAction(normalized, 'confirm_create_reimbursement_draft', reimbursementTask.taskId)
+    : null
+  if (reimbursementAction) {
+    return {
+      action: reimbursementAction,
+      actionType: 'confirm_create_reimbursement_draft',
+      task: reimbursementTask,
+      group: findAttachmentGroupForTask(normalized, reimbursementTask.taskId)
+    }
+  }
+
+  const attachmentAction = normalized.confirmationGroups.find((action) =>
+    normalizeActionType(action) === 'confirm_attachment_group'
+  )
+  if (attachmentAction) {
+    const groupId = String(attachmentAction.attachment_group_id || attachmentAction.attachmentGroupId || '').trim()
+    const group = normalized.attachmentGroups.find((item) => item.groupId === groupId)
+    const task = normalized.tasks.find((item) => item.taskId === group?.targetTaskId)
+    return {
+      action: attachmentAction,
+      actionType: 'confirm_attachment_group',
+      task,
+      group
+    }
+  }
+
+  const fallbackAction = normalized.confirmationGroups[0]
+  if (!fallbackAction) {
+    return null
+  }
+  const actionType = normalizeActionType(fallbackAction)
+  const taskId = String(fallbackAction.target_task_id || fallbackAction.targetTaskId || '').trim()
+  return {
+    action: fallbackAction,
+    actionType,
+    task: normalized.tasks.find((task) => task.taskId === taskId),
+    group: null
+  }
+}
+
+function findConfirmationAction(normalized, actionType, taskId) {
+  return normalized.confirmationGroups.find((action) =>
+    normalizeActionType(action) === actionType
+    && String(action.target_task_id || action.targetTaskId || '').trim() === taskId
+  ) || normalized.confirmationGroups.find((action) => normalizeActionType(action) === actionType)
+}
+
+function findAttachmentGroupForTask(normalized, taskId) {
+  return normalized.attachmentGroups.find((group) => group.targetTaskId === taskId)
+    || normalized.attachmentGroups[0]
+    || null
+}
+
+function normalizeActionType(action) {
+  return String(action?.action_type || action?.actionType || '').trim()
+}
+
+function buildStewardExecutionSummary(normalized) {
+  const attachmentCount = normalized.attachmentGroups
+    .reduce((total, group) => total + group.attachmentNames.length, 0)
+  const summary = [`我识别到 **${normalized.tasks.length} 个待处理任务**`]
+  if (attachmentCount) {
+    summary.push(`并形成 ${attachmentCount} 份附件的归集建议`)
+  }
+  summary.push(`。${buildTaskOrderDescription(normalized)}`)
+  return summary.join('')
+}
+
+function buildOrderedStewardTasks(normalized, nextTask = null) {
+  if (!nextTask?.taskId) {
+    return normalized.tasks
+  }
+  return [
+    nextTask,
+    ...normalized.tasks.filter((task) => task.taskId !== nextTask.taskId)
+  ]
+}
+
+function buildTaskOrderVerb(index) {
+  if (index === 0) {
+    return '先'
+  }
+  if (index === 1) {
+    return '再'
+  }
+  return '然后'
+}
+
+function buildTaskOrderTarget(task) {
+  const title = task.title || task.taskTypeLabel
+  if (task.taskType === 'expense_application') {
+    return `创建“${title}”`
+  }
+  if (task.taskType === 'reimbursement') {
+    return `处理“${title}”`
+  }
+  return `处理“${title}”`
+}
+
+function buildTaskOrderActionDescription(task) {
+  const agent = task.assignedAgentLabel || '对应助手'
+  if (task.taskType === 'expense_application') {
+    return `交给${agent}生成申请单核对结果，确认无误后再进入后续动作。`
+  }
+  if (task.taskType === 'reimbursement') {
+    return `交给${agent}整理报销核对结果，等前一步完成后再继续推进。`
+  }
+  return `交给${agent}处理，执行前会先让你确认。`
+}
+
+function buildTaskOrderDescription(normalized) {
+  const hasApplication = normalized.tasks.some((task) => task.taskType === 'expense_application')
+  const hasReimbursement = normalized.tasks.some((task) => task.taskType === 'reimbursement')
+  if (hasApplication && hasReimbursement) {
+    return '处理顺序是：先创建申请单，再引导填写报销单。'
+  }
+  if (hasApplication) {
+    return '我会先引导创建申请单并等待你确认。'
+  }
+  if (hasReimbursement) {
+    return '我会引导填写报销单并等待你确认。'
+  }
+  return '我会按识别顺序逐项推进，并在执行前等待你确认。'
+}
+
+function buildNextTaskLead(task) {
+  if (task.taskType === 'expense_application') {
+    return `先创建“${task.title || task.taskTypeLabel}”`
+  }
+  if (task.taskType === 'reimbursement') {
+    return `继续填写“${task.title || task.taskTypeLabel}”`
+  }
+  return `处理“${task.title || task.taskTypeLabel}”`
+}
+
+function buildNextActionLabel(actionType) {
+  if (actionType === 'confirm_create_application') {
+    return '确定，先创建申请单'
+  }
+  if (actionType === 'confirm_attachment_group') {
+    return '确定，确认附件归集'
+  }
+  return '确定，继续填写报销单'
+}
+
+function buildNextActionDescription(actionType, normalized, task, group) {
+  const remainingCount = normalized.tasks.filter((item) => item.taskId !== task?.taskId).length
+  if (actionType === 'confirm_create_application') {
+    return remainingCount > 0
+      ? '申请助手会先生成申请单核对结果，完成后再继续引导后续报销。'
+      : '申请助手会生成申请单核对结果，入库前仍需确认。'
+  }
+  if (actionType === 'confirm_attachment_group') {
+    return group?.attachmentNames?.length
+      ? `先归集 ${group.attachmentNames.length} 份附件，再进入报销核对。`
+      : '先确认附件归集，再进入报销核对。'
+  }
+  return group?.attachmentNames?.length
+    ? `报销助手会带入 ${group.attachmentNames.length} 份相关附件生成核对结果。`
+    : '报销助手会根据当前任务生成报销核对结果。'
+}
+
+function buildStewardCarryText(actionType, task, group, normalized = null) {
  if (actionType === 'confirm_attachment_group' && group) {
    return [
      `我确认将以下附件归集为${group.sceneLabel || '当前报销任务'}，请继续整理报销核对信息。`,
@@ -160,14 +446,79 @@ function buildStewardCarryText(actionType, task, group) {
    return '我确认继续处理这项财务任务，请按现有流程核对信息。'
  }

-  const fields = Object.entries(task.ontologyFields || {})
-    .filter(([, value]) => String(value || '').trim())
-    .map(([key, value]) => `${key}: ${value}`)
-  return [
-    `我确认处理“小财管家”识别的任务：${task.title || task.taskTypeLabel}。`,
+  const fields = formatStewardOntologyFields(task.ontologyFields || {}, task.taskType)
+  const missingFields = formatStewardMissingFieldList(task.missingFields || [], task.taskType)
+  const lines = [
+    actionType === 'confirm_create_application'
+      ? `小财管家已完成意图识别，请先创建申请单：${task.title || task.taskTypeLabel}。`
+      : `小财管家已完成意图识别，请继续填写报销单：${task.title || task.taskTypeLabel}。`,
    task.summary ? `任务摘要：${task.summary}` : '',
-    fields.length ? `本体字段：${fields.join('；')}` : '',
-    task.missingFields.length ? `待补充字段：${task.missingFields.join('、')}` : '',
-    '请按现有流程生成核对结果，并在需要入库、绑定附件或提交审批前让我再次确认。'
-  ].filter(Boolean).join('\n')
+    fields ? `已识别信息：${fields}` : '',
+    group?.attachmentNames?.length ? `相关附件：${group.attachmentNames.join('、')}` : '',
+    group?.excludedAttachmentNames?.length ? `暂不归集附件：${group.excludedAttachmentNames.join('、')}` : '',
+    missingFields ? `还需要补充：${missingFields}` : '',
+    actionType === 'confirm_create_application'
+      ? '请直接生成申请单核对结果；信息足够时生成申请单，但在入库或提交审批前仍需让我确认。'
+      : '请直接生成报销核对结果；需要创建草稿、绑定附件或提交审批前仍需让我确认。'
+  ]
+  const remainingTaskText = normalized ? buildRemainingTaskText(normalized, task.taskId) : ''
+  if (remainingTaskText) {
+    lines.push(remainingTaskText)
+  }
+  return lines.filter(Boolean).join('\n')
+}
+
+function normalizeFieldKey(field) {
+  const key = String(field || '').trim()
+  return FIELD_ALIASES[key] || key
+}
+
+function resolveFieldDisplay(field, taskType = '') {
+  const key = normalizeFieldKey(field)
+  const config = FIELD_DISPLAY_CONFIG[key] || {
+    label: key.replace(/_/g, ' '),
+    hint: ''
+  }
+  if (key === 'amount') {
+    return {
+      key,
+      label: taskType === 'expense_application' ? '预计金额' : '报销金额',
+      hint: taskType === 'expense_application'
+        ? '本次申请预计发生的费用'
+        : '本次需要报销的实际金额'
+    }
+  }
+  return {
+    key,
+    label: config.label,
+    hint: config.hint
+  }
+}
+
+function buildRemainingTaskText(normalized, currentTaskId) {
+  const remainingTasks = normalized.tasks.filter((task) => task.taskId !== currentTaskId)
+  if (!remainingTasks.length) {
+    return ''
+  }
+  const taskLines = remainingTasks.map((task, index) =>
+    `${index + 1}. ${task.title || task.taskTypeLabel}（${task.assignedAgentLabel}）：${task.summary || '待继续核对'}`
+  )
+  return [
+    '当前步骤完成后，请继续引导我处理后续任务：',
+    ...taskLines
+  ].join('\n')
+}
+
+function buildRemainingTaskPayload(normalized, currentTaskId) {
+  return normalized.tasks
+    .filter((task) => task.taskId !== currentTaskId)
+    .map((task) => ({
+      task_id: task.taskId,
+      task_type: task.taskType,
+      title: task.title,
+      summary: task.summary,
+      assigned_agent: task.assignedAgent,
+      ontology_fields: task.ontologyFields || {},
+      missing_fields: task.missingFields || []
+    }))
 }
--- a/web/src/views/scripts/useStewardPlanFlow.js
+++ b/web/src/views/scripts/useStewardPlanFlow.js
@@ -6,6 +6,9 @@ import {
 } from './stewardPlanModel.js'
 import { SESSION_TYPE_STEWARD } from './travelReimbursementConversationModel.js'

+const STEWARD_TYPEWRITER_INTERVAL_MS = 18
+const STEWARD_THINKING_TYPEWRITER_INTERVAL_MS = 14
+
 export function useStewardPlanFlow({
  activeSessionType,
  attachedFiles,
@@ -21,17 +24,28 @@ export function useStewardPlanFlow({
  replaceMessage,
  scrollToBottom,
  adjustComposerTextareaHeight,
+  executeStewardSuggestedAction,
  submitting,
  reviewActionBusy,
  sessionSwitchBusy,
  toast
 }) {
+  const stewardTypewriterTimers = new Map()
+  let stewardTypewriterRunId = 0
+  let stewardThinkingQueue = Promise.resolve()
+
  function isStewardSession() {
    return String(activeSessionType.value || '').trim() === SESSION_TYPE_STEWARD
  }

  function clearStewardThinkingTimers() {
-    // 保留给页面卸载调用；流式版不再使用前端延时器。
+    stewardTypewriterRunId += 1
+    stewardThinkingQueue = Promise.resolve()
+    for (const [timerId, resolve] of stewardTypewriterTimers.entries()) {
+      globalThis.clearTimeout(timerId)
+      resolve()
+    }
+    stewardTypewriterTimers.clear()
  }

  async function submitStewardPlan(options = {}) {
@@ -44,7 +58,26 @@ export function useStewardPlanFlow({

    const fileNames = files.map((file) => file.name).filter(Boolean)
    const userText = String(options.userText || rawText || `我上传了 ${fileNames.length} 份附件，请小财管家先归集任务。`).trim()
+    if (isStewardConfirmationText(rawText) && !files.length) {
+      const pendingContext = findPendingStewardAction()
+      if (pendingContext) {
+        if (!options.skipUserMessage) {
+          messages.value.push(createMessage('user', userText))
+        }
+        pendingContext.action.confirmedByText = true
+        composerDraft.value = ''
+        persistSessionState()
+        nextTick(() => {
+          adjustComposerTextareaHeight()
+          scrollToBottom()
+        })
+        await executeStewardSuggestedAction?.(pendingContext.message, pendingContext.action)
+        return true
+      }
+    }
+
    submitting.value = true
+    const streamRunId = beginStewardStreamRun()

    if (!options.skipUserMessage) {
      messages.value.push(createMessage('user', userText, fileNames))
@@ -75,23 +108,34 @@ export function useStewardPlanFlow({
        files,
        currentUser: currentUser.value || {}
      })
-      const plan = await fetchPlanWithStreaming(pendingMessage.id, requestPayload)
+      const plan = await fetchPlanWithStreaming(pendingMessage.id, requestPayload, streamRunId)
+      await waitForStewardThinkingQueue(streamRunId)
+      const typedThinkingEvents = resolveStewardThinkingEvents(pendingMessage.id)
      const normalizedPlan = normalizeStewardPlan(plan, {
-        visibleThinkingEventCount: Number.MAX_SAFE_INTEGER
+        visibleThinkingEventCount: Number.MAX_SAFE_INTEGER,
+        initialSummaryOnly: true
      })
-      replaceMessage(pendingMessage.id, createMessage('assistant', buildStewardPlanMessageText(plan), [], {
+      if (typedThinkingEvents.length) {
+        normalizedPlan.thinkingEvents = typedThinkingEvents
+        normalizedPlan.visibleThinkingEventCount = Number.MAX_SAFE_INTEGER
+      }
+      const finalText = buildStewardPlanMessageText(plan)
+      const suggestedActions = buildStewardSuggestedActions(plan)
+      replaceMessage(pendingMessage.id, createMessage('assistant', '', [], {
+        id: pendingMessage.id,
        assistantName: '小财管家',
-        meta: ['小财管家', '等待确认'],
+        meta: ['小财管家', '输出中'],
        stewardPlan: {
          ...normalizedPlan,
-          streamStatus: 'completed'
-        },
-        suggestedActions: buildStewardSuggestedActions(plan)
+          streamStatus: 'typing'
+        }
      }))
+      await typeStewardPlanText(pendingMessage.id, finalText, normalizedPlan, suggestedActions, streamRunId)
      persistSessionState()
      nextTick(scrollToBottom)
    } catch (error) {
      replaceMessage(pendingMessage.id, createMessage('assistant', error?.message || '小财管家规划失败，请稍后重试。', [], {
+        id: pendingMessage.id,
        assistantName: '小财管家',
        meta: ['小财管家', '规划失败']
      }))
@@ -110,12 +154,76 @@ export function useStewardPlanFlow({
    return true
  }

-  function fetchPlanWithStreaming(messageId, requestPayload) {
+  function beginStewardStreamRun() {
+    const runId = stewardTypewriterRunId + 1
+    stewardTypewriterRunId = runId
+    stewardThinkingQueue = Promise.resolve()
+    return runId
+  }
+
+  async function typeStewardPlanText(messageId, finalText, normalizedPlan, suggestedActions = [], runId = stewardTypewriterRunId) {
+    const chars = Array.from(String(finalText || ''))
+    const total = chars.length
+    let index = 0
+
+    while (index < total) {
+      if (runId !== stewardTypewriterRunId) {
+        return
+      }
+      await waitStewardTypewriterTick(STEWARD_TYPEWRITER_INTERVAL_MS)
+      if (runId !== stewardTypewriterRunId) {
+        return
+      }
+      index += 1
+      const message = messages.value.find((item) => item.id === messageId)
+      if (!message) {
+        return
+      }
+      message.text = chars.slice(0, index).join('')
+      message.meta = ['小财管家', '输出中']
+      message.stewardPlan = {
+        ...(message.stewardPlan || normalizedPlan),
+        ...normalizedPlan,
+        streamStatus: 'typing'
+      }
+      if (index % 4 === 0 || index === total) {
+        nextTick(scrollToBottom)
+      }
+    }
+
+    const message = messages.value.find((item) => item.id === messageId)
+    if (!message || runId !== stewardTypewriterRunId) {
+      return
+    }
+    message.text = finalText
+    message.meta = ['小财管家', '等待用户确认']
+    message.stewardPlan = {
+      ...(message.stewardPlan || normalizedPlan),
+      ...normalizedPlan,
+      streamStatus: 'completed'
+    }
+    message.suggestedActions = suggestedActions
+    persistSessionState()
+    nextTick(scrollToBottom)
+  }
+
+  function waitStewardTypewriterTick(intervalMs = STEWARD_TYPEWRITER_INTERVAL_MS) {
+    return new Promise((resolve) => {
+      const timerId = globalThis.setTimeout(() => {
+        stewardTypewriterTimers.delete(timerId)
+        resolve()
+      }, intervalMs)
+      stewardTypewriterTimers.set(timerId, resolve)
+    })
+  }
+
+  function fetchPlanWithStreaming(messageId, requestPayload, runId) {
    if (typeof fetchStewardPlanStream === 'function') {
      return fetchStewardPlanStream(requestPayload, {
-        onEvent: (event) => handleStreamEvent(messageId, event)
+        onEvent: (event) => handleStreamEvent(messageId, event, runId)
      }, {
-        timeoutMs: 20000,
+        timeoutMs: 12000,
+        idleTimeoutMs: 120000,
        timeoutMessage: '小财管家任务规划超时，请稍后重试。'
      })
    }
@@ -126,10 +234,68 @@ export function useStewardPlanFlow({
    })
  }

-  function handleStreamEvent(messageId, event) {
+  function handleStreamEvent(messageId, event, runId = stewardTypewriterRunId) {
    if (event.event !== 'thinking') {
      return
    }
+    stewardThinkingQueue = stewardThinkingQueue
+      .then(() => typeStewardThinkingEvent(messageId, event.data, runId))
+      .catch(() => {})
+  }
+
+  async function typeStewardThinkingEvent(messageId, eventData, runId) {
+    if (runId !== stewardTypewriterRunId) {
+      return
+    }
+    const eventId = String(eventData?.event_id || eventData?.eventId || `thinking-${Date.now()}`).trim()
+    const title = String(eventData?.title || '').trim()
+    const fullContent = String(eventData?.content || '').trim()
+    appendStewardThinkingEvent(messageId, {
+      ...eventData,
+      event_id: eventId,
+      eventId,
+      title,
+      content: '',
+      status: 'running'
+    }, runId)
+
+    const chars = Array.from(fullContent)
+    let index = 0
+    while (index < chars.length) {
+      if (runId !== stewardTypewriterRunId) {
+        return
+      }
+      await waitStewardTypewriterTick(STEWARD_THINKING_TYPEWRITER_INTERVAL_MS)
+      if (runId !== stewardTypewriterRunId) {
+        return
+      }
+      index += 1
+      updateStewardThinkingEvent(messageId, eventId, chars.slice(0, index).join(''), 'running', runId)
+    }
+
+    updateStewardThinkingEvent(messageId, eventId, fullContent, 'completed', runId)
+    persistSessionState()
+  }
+
+  function waitForStewardThinkingQueue(runId) {
+    return stewardThinkingQueue.then(() => {
+      if (runId !== stewardTypewriterRunId) {
+        return
+      }
+    })
+  }
+
+  function resolveStewardThinkingEvents(messageId) {
+    const message = messages.value.find((item) => item.id === messageId)
+    return Array.isArray(message?.stewardPlan?.thinkingEvents)
+      ? message.stewardPlan.thinkingEvents
+      : []
+  }
+
+  function appendStewardThinkingEvent(messageId, eventData, runId) {
+    if (runId !== stewardTypewriterRunId) {
+      return
+    }
    const message = messages.value.find((item) => item.id === messageId)
    if (!message?.stewardPlan) return
    const existingEvents = Array.isArray(message.stewardPlan.thinkingEvents)
@@ -137,7 +303,7 @@ export function useStewardPlanFlow({
      : []
    const normalizedPlan = normalizeStewardPlan({
      ...message.stewardPlan,
-      thinking_events: [...existingEvents, event.data]
+      thinking_events: [...existingEvents, eventData]
    }, {
      visibleThinkingEventCount: existingEvents.length + 1
    })
@@ -150,6 +316,76 @@ export function useStewardPlanFlow({
    nextTick(scrollToBottom)
  }

+  function updateStewardThinkingEvent(messageId, eventId, content, status, runId) {
+    if (runId !== stewardTypewriterRunId) {
+      return
+    }
+    const message = messages.value.find((item) => item.id === messageId)
+    if (!message?.stewardPlan) return
+    const existingEvents = Array.isArray(message.stewardPlan.thinkingEvents)
+      ? message.stewardPlan.thinkingEvents
+      : []
+    const nextEvents = existingEvents.map((item) => (
+      String(item.eventId || item.event_id || '').trim() === eventId
+        ? {
+            ...item,
+            content,
+            status
+          }
+        : item
+    ))
+    const normalizedPlan = normalizeStewardPlan({
+      ...message.stewardPlan,
+      thinking_events: nextEvents
+    }, {
+      visibleThinkingEventCount: nextEvents.length
+    })
+    message.stewardPlan = {
+      ...message.stewardPlan,
+      ...normalizedPlan,
+      streamStatus: 'streaming'
+    }
+    if (content.length % 4 === 0 || status === 'completed') {
+      nextTick(scrollToBottom)
+    }
+  }
+
+  function findPendingStewardAction() {
+    for (const message of [...messages.value].reverse()) {
+      if (
+        message?.role === 'assistant'
+        && isPendingStewardActionMessage(message)
+        && !message.suggestedActionsLocked
+        && Array.isArray(message.suggestedActions)
+        && message.suggestedActions.length
+      ) {
+        return {
+          message,
+          action: message.suggestedActions[0]
+        }
+      }
+    }
+    return null
+  }
+
+  function isPendingStewardActionMessage(message) {
+    if (message?.stewardPlan) {
+      return message.stewardPlan.streamStatus !== 'streaming'
+    }
+    return (
+      String(message?.assistantName || '').trim() === '小财管家'
+      && Array.isArray(message?.suggestedActions)
+      && message.suggestedActions.some((action) =>
+        String(action?.payload?.steward_plan_id || '').trim()
+      )
+    )
+  }
+
+  function isStewardConfirmationText(value) {
+    const normalized = String(value || '').replace(/\s+/g, '')
+    return /^(确定|确认|可以|好的|好|继续|继续执行|执行|开始执行|没问题|同意)$/.test(normalized)
+  }
+
  return {
    isStewardSession,
    submitStewardPlan,
--- a/web/src/views/scripts/useTravelReimbursementSubmitComposer.js
+++ b/web/src/views/scripts/useTravelReimbursementSubmitComposer.js
@@ -5,6 +5,7 @@ import {
 } from './travelReimbursementAttachmentModel.js'
 import { resolveAssistantScopeGuard } from '../../utils/assistantSessionScope.js'
 import {
+  APPLICATION_TRANSPORT_MODE_OPTIONS,
  applyApplicationBusinessTimeContext,
  applyApplicationPolicyEstimateError,
  applyApplicationPolicyEstimateResult,
@@ -12,6 +13,7 @@ import {
  buildLocalApplicationPreview,
  buildLocalApplicationPreviewMessage,
  buildModelRefinedApplicationPreview,
+  normalizeApplicationPreview,
  shouldUseLocalApplicationPreview
 } from '../../utils/expenseApplicationPreview.js'
 import { waitForMockApplicationTransportQuote } from '../../utils/expenseApplicationEstimate.js'
@@ -24,6 +26,11 @@ import {
  shouldUseBudgetCompileReport
 } from './budgetAssistantReportModel.js'

+const STEWARD_ASSISTANT_NAME = '小财管家'
+const STEWARD_DELEGATED_TYPEWRITER_INTERVAL_MS = 18
+const STEWARD_DELEGATED_THINKING_INTERVAL_MS = 14
+const APPLICATION_PREVIEW_FIELD_ACTION_SET = 'set_application_preview_field'
+
 export function useTravelReimbursementSubmitComposer(ctx) {
  const {
    MAX_ATTACHMENTS,
@@ -108,6 +115,228 @@ export function useTravelReimbursementSubmitComposer(ctx) {

    const pendingAttachmentAssociations = new Map()

+    function isStewardDelegatedRun(options = {}) {
+      return Boolean(options?.stewardContinuation && typeof options.stewardContinuation === 'object')
+    }
+
+    function resolveStewardDelegatedActionLabel(sessionType = '') {
+      return String(sessionType || '').trim() === 'application'
+        ? '申请单核对'
+        : '报销单核对'
+    }
+
+    function buildStewardDelegatedPlan(continuation = null, thinkingEvents = [], streamStatus = 'streaming') {
+      return {
+        planId: String(continuation?.planId || continuation?.plan_id || 'steward_delegation').trim(),
+        planStatus: 'delegating',
+        summary: '',
+        visibleThinkingEventCount: Number.MAX_SAFE_INTEGER,
+        initialSummaryOnly: true,
+        thinkingEvents,
+        tasks: [],
+        attachmentGroups: [],
+        confirmationGroups: [],
+        streamStatus
+      }
+    }
+
+    function resolveApplicationPreviewMissingFieldsForSteward(preview = {}) {
+      const normalized = normalizeApplicationPreview(preview)
+      return Array.isArray(normalized.missingFields) ? normalized.missingFields : []
+    }
+
+    function buildStewardApplicationPreviewSuggestedActions(preview = {}) {
+      const missingFields = resolveApplicationPreviewMissingFieldsForSteward(preview)
+      if (!missingFields.includes('出行方式')) {
+        return []
+      }
+      const iconMap = {
+        火车: 'mdi mdi-train',
+        飞机: 'mdi mdi-airplane',
+        轮船: 'mdi mdi-ferry'
+      }
+      return APPLICATION_TRANSPORT_MODE_OPTIONS.map((mode) => ({
+        action_type: APPLICATION_PREVIEW_FIELD_ACTION_SET,
+        label: mode,
+        description: `选择${mode}作为本次出行方式，并同步费用测算。`,
+        icon: iconMap[mode] || 'mdi mdi-map-marker-path',
+        payload: {
+          field_key: 'transportMode',
+          field_label: '出行方式',
+          value: mode
+        }
+      }))
+    }
+
+    function buildStewardApplicationPreviewMessage(preview = {}, fallbackText = '') {
+      const normalized = normalizeApplicationPreview(preview)
+      const fields = normalized.fields || {}
+      const missingFields = resolveApplicationPreviewMissingFieldsForSteward(normalized)
+      if (!missingFields.length) {
+        return fallbackText
+      }
+
+      if (missingFields.includes('出行方式')) {
+        return [
+          '我已经生成这一步的申请单核对结果，但现在还不能继续提交。',
+          '',
+          '**原因是：还缺少“出行方式”。**',
+          '',
+          `本次申请是前往${fields.location || '目的地'}的差旅事项，出行方式会影响交通费用口径和系统预估金额。`,
+          '',
+          '请先告诉我你打算怎么出行：**火车、飞机或轮船**。我会根据你的选择更新下方核对表和费用测算，再继续判断是否可以提交申请。'
+        ].join('\n')
+      }
+
+      return [
+        '我已经生成这一步的申请单核对结果，但现在还不能继续提交。',
+        '',
+        `**还需要你补充：${missingFields.join('、')}。**`,
+        '',
+        `请先补充 **${missingFields[0]}**。你也可以直接点击下方核对表里的对应行编辑；补齐后我再继续推进下一步。`
+      ].join('\n')
+    }
+
+    function buildStewardDelegatedThinkingEvents(sessionType = '', continuation = null, context = {}) {
+      const actionLabel = resolveStewardDelegatedActionLabel(sessionType)
+      const eventPrefix = `steward-delegated-${Date.now()}-${Math.random().toString(16).slice(2)}`
+      const events = [
+        {
+          eventId: `${eventPrefix}-confirm`,
+          title: '接收确认',
+          content: '已收到你的确认，小财管家继续推进当前任务。'
+        },
+        {
+          eventId: `${eventPrefix}-coordinate`,
+          title: '协调能力',
+          content: `正在协调${actionLabel}能力，先生成可核对的结果；这个过程仍由小财管家统一呈现。`
+        }
+      ]
+      const applicationMissingFields = context.applicationPreview
+        ? resolveApplicationPreviewMissingFieldsForSteward(context.applicationPreview)
+        : []
+      if (applicationMissingFields.length) {
+        events.push({
+          eventId: `${eventPrefix}-gap`,
+          title: '识别缺口',
+          content: `核对结果还缺少${applicationMissingFields.join('、')}，我会先向你追问，不直接推进提交。`
+        })
+      }
+      events.push(
+        {
+          eventId: `${eventPrefix}-output`,
+          title: '准备输出',
+          content: '结果准备好后，我会先逐字输出正文，再展示核对表、卡片或确认按钮。'
+        }
+      )
+      return events
+    }
+
+    function resolveStewardDelegatedFinalMeta(finalExtras = {}) {
+      const sourceMeta = Array.isArray(finalExtras.meta) ? finalExtras.meta : []
+      const sourceLabel = sourceMeta.find((item) =>
+        String(item || '').trim() && String(item || '').trim() !== STEWARD_ASSISTANT_NAME
+      )
+      const requiresConfirmation = Boolean(
+        finalExtras.applicationPreview ||
+        finalExtras.reviewPayload ||
+        (Array.isArray(finalExtras.suggestedActions) && finalExtras.suggestedActions.length)
+      )
+      return [
+        STEWARD_ASSISTANT_NAME,
+        requiresConfirmation ? '等待用户确认' : '已完成',
+        sourceLabel || ''
+      ].filter(Boolean).slice(0, 3)
+    }
+
+    function waitStewardDelegatedTick(intervalMs) {
+      return new Promise((resolve) => {
+        globalThis.setTimeout(resolve, intervalMs)
+      })
+    }
+
+    async function typeStewardDelegatedMessage(messageId, finalText, finalExtras = {}, context = {}) {
+      const continuation = finalExtras.stewardContinuation || context.stewardContinuation || null
+      const message = messages.value.find((item) => item.id === messageId)
+      if (!message) {
+        return
+      }
+
+      message.text = ''
+      message.assistantName = STEWARD_ASSISTANT_NAME
+      message.meta = [STEWARD_ASSISTANT_NAME, '思考中']
+      message.suggestedActions = []
+      message.stewardContinuation = continuation
+      message.stewardPlan = buildStewardDelegatedPlan(continuation, [], 'streaming')
+      persistSessionState()
+      nextTick(scrollToBottom)
+
+      const typedEvents = []
+      const thinkingEvents = buildStewardDelegatedThinkingEvents(context.sessionType, continuation, context)
+      for (const eventData of thinkingEvents) {
+        const event = {
+          eventId: eventData.eventId,
+          stage: 'delegated_action',
+          title: eventData.title,
+          content: '',
+          status: 'running'
+        }
+        typedEvents.push(event)
+        message.stewardPlan = buildStewardDelegatedPlan(continuation, [...typedEvents], 'streaming')
+        persistSessionState()
+        nextTick(scrollToBottom)
+
+        const chars = Array.from(String(eventData.content || ''))
+        for (let index = 0; index < chars.length; index += 1) {
+          await waitStewardDelegatedTick(STEWARD_DELEGATED_THINKING_INTERVAL_MS)
+          event.content = chars.slice(0, index + 1).join('')
+          message.stewardPlan = buildStewardDelegatedPlan(continuation, [...typedEvents], 'streaming')
+          if ((index + 1) % 4 === 0 || index === chars.length - 1) {
+            nextTick(scrollToBottom)
+          }
+        }
+        event.content = String(eventData.content || '')
+        event.status = 'completed'
+        message.stewardPlan = buildStewardDelegatedPlan(continuation, [...typedEvents], 'streaming')
+        persistSessionState()
+      }
+
+      const text = String(finalText || '')
+      message.text = ''
+      message.meta = [STEWARD_ASSISTANT_NAME, '输出中']
+      message.stewardPlan = buildStewardDelegatedPlan(continuation, [...typedEvents], 'typing')
+      const chars = Array.from(text)
+      for (let index = 0; index < chars.length; index += 1) {
+        await waitStewardDelegatedTick(STEWARD_DELEGATED_TYPEWRITER_INTERVAL_MS)
+        message.text = chars.slice(0, index + 1).join('')
+        message.meta = [STEWARD_ASSISTANT_NAME, '输出中']
+        message.stewardPlan = buildStewardDelegatedPlan(continuation, [...typedEvents], 'typing')
+        if ((index + 1) % 4 === 0 || index === chars.length - 1) {
+          nextTick(scrollToBottom)
+        }
+      }
+
+      Object.assign(message, finalExtras, {
+        id: messageId,
+        text,
+        assistantName: STEWARD_ASSISTANT_NAME,
+        meta: resolveStewardDelegatedFinalMeta(finalExtras),
+        stewardContinuation: continuation,
+        stewardPlan: buildStewardDelegatedPlan(continuation, [...typedEvents], 'completed')
+      })
+      persistSessionState()
+      nextTick(scrollToBottom)
+    }
+
+    function resetStewardDelegatedInsightState() {
+      resetFlowRun({ startedAt: 0, openDrawer: false })
+      insightPanelCollapsed.value = true
+      currentInsight.value = {
+        intent: 'welcome',
+        agent: null
+      }
+    }
+
    function isSubmittedApplicationDraftPayload(draftPayload) {
      return (
        String(draftPayload?.draft_type || '').trim() === 'expense_application'
@@ -376,16 +605,17 @@ export function useTravelReimbursementSubmitComposer(ctx) {
      })
    }

-    function buildBackendMessage(rawText, fileNames, ocrSummary = '') {
+    function buildBackendMessage(rawText, fileNames, ocrSummary = '', sessionTypeOverride = '') {
      const parts = []
      const normalizedText = String(rawText || '').trim()
-      const sessionType = String(activeSessionType.value || '').trim()
+      const sessionType = String(sessionTypeOverride || activeSessionType.value || '').trim()
+      const isKnowledgeMessage = sessionType === 'knowledge'

      if (normalizedText) {
        parts.push(normalizedText)
      } else if (fileNames.length) {
        parts.push(
-          isKnowledgeSession.value
+          isKnowledgeMessage
            ? `我上传了 ${fileNames.length} 份附件，请结合附件名称回答财务相关问题。`
            : sessionType === 'application'
              ? `我上传了 ${fileNames.length} 份附件，请结合附件名称整理费用申请建议和待核对信息。`
@@ -440,7 +670,7 @@ export function useTravelReimbursementSubmitComposer(ctx) {
      return currentUser.value || user
    }

-    async function buildApplicationPreviewWithModelReview(rawText, businessTimeContext = null) {
+    async function buildApplicationPreviewWithModelReview(rawText, businessTimeContext = null, sessionTypeOverride = '') {
      const user = await resolveApplicationPreviewUser()
      const localPreview = applyApplicationBusinessTimeContext(
        buildLocalApplicationPreview(rawText, user),
@@ -474,7 +704,7 @@ export function useTravelReimbursementSubmitComposer(ctx) {
            user_id: user.username || user.name || 'anonymous',
            context_json: {
              ...buildExpenseApplicationOntologyContext(user),
-              session_type: activeSessionType.value,
+              session_type: String(sessionTypeOverride || activeSessionType.value || '').trim(),
              entry_source: props.entrySource,
              user_input_text: rawText
            }
@@ -516,7 +746,10 @@ export function useTravelReimbursementSubmitComposer(ctx) {
      const rawText = resolveComposerSubmitText(options.rawText).trim()
      const systemGenerated = Boolean(options.systemGenerated)
      const appendToCurrentFlow = Boolean(options.appendToCurrentFlow)
-      const normalizedFiles = isKnowledgeSession.value ? [] : Array.from(options.files ?? attachedFiles.value)
+      const effectiveSessionType = String(options.sessionTypeOverride || activeSessionType.value || '').trim()
+      const stewardDelegated = isStewardDelegatedRun(options)
+      const effectiveIsKnowledgeSession = effectiveSessionType === 'knowledge'
+      const normalizedFiles = effectiveIsKnowledgeSession ? [] : Array.from(options.files ?? attachedFiles.value)
      const fileMergeResult = mergeFilesWithLimit([], normalizedFiles, MAX_ATTACHMENTS)
      const files = fileMergeResult.files
      const detailScopedClaimId = resolveDetailScopedClaimId()
@@ -551,8 +784,8 @@ export function useTravelReimbursementSubmitComposer(ctx) {
            detail_scope_claim_id: detailScopedClaimId
          }
        : optionExtraContext
-      const selectedBusinessTimeContext = isKnowledgeSession.value ? null : buildComposerBusinessTimeContext()
-      const extraContext = isKnowledgeSession.value
+      const selectedBusinessTimeContext = effectiveIsKnowledgeSession ? null : buildComposerBusinessTimeContext()
+      const extraContext = effectiveIsKnowledgeSession
        ? initialExtraContext
        : mergeBusinessTimeIntoExtraContext(initialExtraContext, selectedBusinessTimeContext)
      const reviewAction = String(extraContext.review_action || '').trim()
@@ -569,15 +802,15 @@ export function useTravelReimbursementSubmitComposer(ctx) {
          String(extraContext.review_form_values?.expense_type || extraContext.review_form_values?.reimbursement_type || '').trim()
      )
      const hasConfirmedExpenseIntent = Boolean(extraContext.expense_intent_confirmed)
-      const waitForExpenseIntentConfirmation = shouldRequestExpenseIntentConfirmation(rawText, {
-        sessionType: activeSessionType.value,
+      const waitForExpenseIntentConfirmation = !stewardDelegated && shouldRequestExpenseIntentConfirmation(rawText, {
+        sessionType: effectiveSessionType,
        attachmentCount: files.length,
        reviewAction,
        hasSelectedExpenseType,
        hasConfirmedExpenseIntent
      })
-      const waitForExpenseSceneSelection = !waitForExpenseIntentConfirmation && shouldRequestExpenseSceneSelection(rawText, {
-        sessionType: activeSessionType.value,
+      const waitForExpenseSceneSelection = !stewardDelegated && !waitForExpenseIntentConfirmation && shouldRequestExpenseSceneSelection(rawText, {
+        sessionType: effectiveSessionType,
        attachmentCount: files.length,
        reviewAction,
        hasSelectedExpenseType
@@ -587,7 +820,7 @@ export function useTravelReimbursementSubmitComposer(ctx) {
        String(options.userText || '').trim() ||
        resolveComposerDisplaySubmitText(rawText) ||
        rawText ||
-        (isKnowledgeSession.value
+        (effectiveIsKnowledgeSession
          ? `我上传了 ${fileNames.length} 份附件，请帮我回答相关财务问题。`
          : resolvedUploadDisposition === 'continue_existing'
            ? `继续上传 ${fileNames.length} 份票据，并归集到当前单据。`
@@ -596,7 +829,7 @@ export function useTravelReimbursementSubmitComposer(ctx) {
              : `我上传了 ${fileNames.length} 份票据，请帮我识别并整理报销建议。`)

      if (shouldUseBudgetCompileReport(rawText, {
-        sessionType: activeSessionType.value,
+        sessionType: effectiveSessionType,
        entrySource: props.entrySource,
        budgetContext: props.initialBudgetContext
      }) && !reviewAction) {
@@ -627,7 +860,7 @@ export function useTravelReimbursementSubmitComposer(ctx) {
        })
      }

-      const scopeGuard = resolveAssistantScopeGuard(rawText, activeSessionType.value, {
+      const scopeGuard = resolveAssistantScopeGuard(rawText, effectiveSessionType, {
        attachmentCount: files.length,
        hasActiveReviewPayload: Boolean(activeReviewPayload.value),
        reviewAction
@@ -652,34 +885,45 @@ export function useTravelReimbursementSubmitComposer(ctx) {
      }

      if (shouldUseLocalApplicationPreview(rawText, {
-        sessionType: activeSessionType.value,
+        sessionType: effectiveSessionType,
        attachmentCount: files.length,
        reviewAction,
        systemGenerated
      })) {
        const intentStartedAt = Date.now()
        const reviewStartedAt = intentStartedAt
-        resetFlowRun()
-        startFlowStep('intent', {
-          title: '业务意图识别',
-          tool: 'ontology.intent_detection',
-          detail: '正在识别是否为费用申请事项...'
-        })
-        startFlowStep('application-review-preview', {
-          title: '申请信息核对',
-          tool: 'ontology.application_review',
-          detail: '正在复核申请信息，并查询交通票价...'
-        })
+        if (stewardDelegated) {
+          resetStewardDelegatedInsightState()
+        } else {
+          resetFlowRun()
+          startFlowStep('intent', {
+            title: '业务意图识别',
+            tool: 'ontology.intent_detection',
+            detail: '正在识别是否为费用申请事项...'
+          })
+          startFlowStep('application-review-preview', {
+            title: '申请信息核对',
+            tool: 'ontology.application_review',
+            detail: '正在复核申请信息，并查询交通票价...'
+          })
+        }
        if (!options.skipUserMessage) {
          messages.value.push(createMessage('user', userText, fileNames))
        }
        const pendingMessage = createMessage(
          'assistant',
-          '正在复核申请信息，并查询交通票价，请稍候。',
+          stewardDelegated ? '' : '正在复核申请信息，并查询交通票价，请稍候。',
          [],
-          {
-            meta: ['模型复核中']
-          }
+          stewardDelegated
+            ? {
+                assistantName: STEWARD_ASSISTANT_NAME,
+                meta: [STEWARD_ASSISTANT_NAME, '思考中'],
+                stewardContinuation: options.stewardContinuation || null,
+                stewardPlan: buildStewardDelegatedPlan(options.stewardContinuation || null, [], 'streaming')
+              }
+            : {
+                meta: ['模型复核中']
+              }
        )
        messages.value.push(pendingMessage)
        composerDraft.value = ''
@@ -697,27 +941,50 @@ export function useTravelReimbursementSubmitComposer(ctx) {

        submitting.value = true
        try {
-          const { applicationPreview, meta } = await buildApplicationPreviewWithModelReview(rawText, selectedBusinessTimeContext)
-          const reviewStatus = String(meta?.[1] || '').trim()
-          completeFlowStep('intent', '已识别为费用申请事项', Date.now() - intentStartedAt)
-          completeFlowStep(
-            'application-review-preview',
-            reviewStatus === '模型复核完成'
-              ? '模型复核完成，已生成申请核对表'
-              : reviewStatus === '模型复核失败'
-                ? '模型复核失败，已生成临时核对表'
-                : '模型未返回稳定结果，已完成规则兜底核对',
-            Date.now() - reviewStartedAt
+          const { applicationPreview, meta } = await buildApplicationPreviewWithModelReview(
+            rawText,
+            selectedBusinessTimeContext,
+            effectiveSessionType
          )
-          replaceMessage(pendingMessage.id, createMessage(
-            'assistant',
-            buildLocalApplicationPreviewMessage(applicationPreview),
-            [],
-            {
-              meta,
-              applicationPreview
-            }
-          ))
+          const reviewStatus = String(meta?.[1] || '').trim()
+          if (!stewardDelegated) {
+            completeFlowStep('intent', '已识别为费用申请事项', Date.now() - intentStartedAt)
+            completeFlowStep(
+              'application-review-preview',
+              reviewStatus === '模型复核完成'
+                ? '模型复核完成，已生成申请核对表'
+                : reviewStatus === '模型复核失败'
+                  ? '模型复核失败，已生成临时核对表'
+                  : '模型未返回稳定结果，已完成规则兜底核对',
+              Date.now() - reviewStartedAt
+            )
+          }
+          if (stewardDelegated) {
+            await typeStewardDelegatedMessage(
+              pendingMessage.id,
+              buildLocalApplicationPreviewMessage(applicationPreview),
+              {
+                meta,
+                applicationPreview,
+                stewardContinuation: options.stewardContinuation || null
+              },
+              {
+                sessionType: effectiveSessionType,
+                stewardContinuation: options.stewardContinuation || null
+              }
+            )
+          } else {
+            replaceMessage(pendingMessage.id, createMessage(
+              'assistant',
+              buildLocalApplicationPreviewMessage(applicationPreview),
+              [],
+              {
+                meta,
+                applicationPreview,
+                stewardContinuation: options.stewardContinuation || null
+              }
+            ))
+          }
          persistSessionState()
          nextTick(scrollToBottom)
        } finally {
@@ -726,7 +993,7 @@ export function useTravelReimbursementSubmitComposer(ctx) {
        return null
      }

-      if (await promptUnlinkedReceiptFolderIfNeeded({
+      if (!stewardDelegated && await promptUnlinkedReceiptFolderIfNeeded({
        detailScopedClaimId,
        files,
        fileNames,
@@ -741,7 +1008,8 @@ export function useTravelReimbursementSubmitComposer(ctx) {
      }

      const hasUnsavedReviewDraft = Boolean(
-        !isKnowledgeSession.value &&
+        !stewardDelegated &&
+        !effectiveIsKnowledgeSession &&
        files.length &&
        activeReviewPayload.value &&
        !String(draftClaimId.value || '').trim() &&
@@ -782,7 +1050,8 @@ export function useTravelReimbursementSubmitComposer(ctx) {
      }

      if (
-        !isKnowledgeSession.value &&
+        !stewardDelegated &&
+        !effectiveIsKnowledgeSession &&
        files.length &&
        !resolvedUploadDisposition &&
        !options.skipDraftAssociationPrompt &&
@@ -836,18 +1105,20 @@ export function useTravelReimbursementSubmitComposer(ctx) {
        }
      }

-      if (!appendToCurrentFlow) {
+      if (stewardDelegated) {
+        resetStewardDelegatedInsightState()
+      } else if (!appendToCurrentFlow) {
        resetFlowRun()
      } else {
        clearFlowSimulationTimers()
      }
-      if (isApplicationSubmitOperation) {
+      if (!stewardDelegated && isApplicationSubmitOperation) {
        startFlowStep('application-submit-success', {
          title: '申请单提交成功',
          tool: 'ApplicationSubmit',
          detail: '正在提交费用申请...'
        })
-      } else if (rawText && !reviewAction) {
+      } else if (!stewardDelegated && rawText && !reviewAction) {
        startFlowStep('intent', '正在识别业务意图...')
        if (waitForExpenseIntentConfirmation) {
          startExpenseIntentConfirmationFlowPreview(rawText)
@@ -906,19 +1177,26 @@ export function useTravelReimbursementSubmitComposer(ctx) {

      const pendingMessage = createMessage(
        'assistant',
-        options.pendingText || (
-          isKnowledgeSession.value
+        stewardDelegated ? '' : options.pendingText || (
+          effectiveIsKnowledgeSession
            ? '正在整理财务知识答案...'
-            : activeSessionType.value === 'application'
+            : effectiveSessionType === 'application'
              ? '正在识别申请信息并查询交通票价...'
-              : activeSessionType.value === 'approval'
+              : effectiveSessionType === 'approval'
                ? '正在查询审核上下文并整理风险提示...'
                : '正在识别并整理右侧核对信息...'
        ),
        [],
-        {
-          meta: ['处理中']
-        }
+        stewardDelegated
+          ? {
+              assistantName: STEWARD_ASSISTANT_NAME,
+              meta: [STEWARD_ASSISTANT_NAME, '思考中'],
+              stewardContinuation: options.stewardContinuation || null,
+              stewardPlan: buildStewardDelegatedPlan(options.stewardContinuation || null, [], 'streaming')
+            }
+          : {
+              meta: ['处理中']
+            }
      )
      messages.value.push(pendingMessage)

@@ -946,14 +1224,18 @@ export function useTravelReimbursementSubmitComposer(ctx) {

        if (files.length) {
          const ocrStartedAt = Date.now()
-          startFlowStep('ocr', { detail: `正在识别 ${files.length} 份附件...`, startedAt: ocrStartedAt })
+          if (!stewardDelegated) {
+            startFlowStep('ocr', { detail: `正在识别 ${files.length} 份附件...`, startedAt: ocrStartedAt })
+          }
          if (recognizedAttachmentData) {
            ocrPayload = recognizedAttachmentData.ocrPayload
            ocrSummary = recognizedAttachmentData.ocrSummary || buildOcrSummaryFromDocuments(recognizedAttachmentData.ocrDocuments)
            ocrDocuments = [...recognizedAttachmentData.ocrDocuments]
            ocrFilePreviews = [...recognizedAttachmentData.ocrFilePreviews]
            rememberFilePreviews(ocrFilePreviews)
-            completeFlowStep('ocr', `复用已确认的 ${ocrDocuments.length || files.length} 张票据识别结果`, Date.now() - ocrStartedAt)
+            if (!stewardDelegated) {
+              completeFlowStep('ocr', `复用已确认的 ${ocrDocuments.length || files.length} 张票据识别结果`, Date.now() - ocrStartedAt)
+            }
          } else {
            try {
              ocrPayload = await recognizeOcrFiles(files, {
@@ -964,14 +1246,18 @@ export function useTravelReimbursementSubmitComposer(ctx) {
              ocrDocuments = normalizeOcrDocuments(ocrPayload)
              ocrFilePreviews = buildOcrFilePreviews(ocrPayload)
              rememberFilePreviews(ocrFilePreviews)
-              completeFlowStep('ocr', `识别到 ${ocrDocuments.length || files.length} 张票据`, Date.now() - ocrStartedAt)
+              if (!stewardDelegated) {
+                completeFlowStep('ocr', `识别到 ${ocrDocuments.length || files.length} 张票据`, Date.now() - ocrStartedAt)
+              }
            } catch (error) {
              console.warn('OCR request failed:', error)
-              completeFlowStep('ocr', 'OCR识别失败，已继续使用附件名称', Date.now() - ocrStartedAt)
+              if (!stewardDelegated) {
+                completeFlowStep('ocr', 'OCR识别失败，已继续使用附件名称', Date.now() - ocrStartedAt)
+              }
            }
          }

-          if (resolvedUploadDisposition === 'continue_existing') {
+          if (!stewardDelegated && resolvedUploadDisposition === 'continue_existing') {
            replaceMessage(pendingMessage.id, {
              ...pendingMessage,
              text: attachmentAssociationConfirmed
@@ -1069,15 +1355,20 @@ export function useTravelReimbursementSubmitComposer(ctx) {
          extraContext.review_action = 'create_new_claim_from_documents'
        }

-        if (!isApplicationSubmitOperation) {
+        if (!isApplicationSubmitOperation && !stewardDelegated) {
          startExpenseClaimDraftFlowStep(String(extraContext.review_action || '').trim(), {
            attachmentCount: effectiveFileNames.length,
            waitForSceneSelection: waitForExpenseSceneSelection
          })
        }

-        const backendMessage = buildBackendMessage(rawText, effectiveFileNames, effectiveOcrSummary)
-        const orchestratorOptions = isKnowledgeSession.value
+        const backendMessage = buildBackendMessage(
+          rawText,
+          effectiveFileNames,
+          effectiveOcrSummary,
+          effectiveSessionType
+        )
+        const orchestratorOptions = effectiveIsKnowledgeSession
          ? {
              timeoutMs: 75000,
              timeoutMessage: '知识问答仍在检索整理，已停止等待。请稍后重试，或补充制度名称、费用类型等限定条件。'
@@ -1117,22 +1408,22 @@ export function useTravelReimbursementSubmitComposer(ctx) {
              finance_owner_name: user.financeOwnerName || user.finance_owner_name || '',
              employee_risk_profile: user.riskProfile && typeof user.riskProfile === 'object' ? user.riskProfile : {},
              ...buildClientTimeContext(),
-              session_type: activeSessionType.value,
+              session_type: effectiveSessionType,
              entry_source: props.entrySource,
              user_input_text: systemGenerated ? '' : rawText,
              attachment_names: effectiveFileNames,
              attachment_count: effectiveFileNames.length,
-              draft_claim_id: isKnowledgeSession.value ? undefined : draftClaimId.value || undefined,
+              draft_claim_id: effectiveIsKnowledgeSession ? undefined : draftClaimId.value || undefined,
              ocr_summary: effectiveOcrSummary,
              ocr_documents: effectiveOcrDocuments,
-              ...(linkedRequest.value && !isKnowledgeSession.value ? { request_context: linkedRequest.value } : {}),
+              ...(linkedRequest.value && !effectiveIsKnowledgeSession ? { request_context: linkedRequest.value } : {}),
              ...extraContext
            }
          },
          orchestratorOptions
        )
        responsePayload = payload
-        flowRunId.value = String(payload?.run_id || '').trim()
+        flowRunId.value = stewardDelegated ? '' : String(payload?.run_id || '').trim()
        let flowRunDetail = null
        if (flowRunId.value) {
          flowRunDetail = await refreshFlowRunDetail()
@@ -1140,7 +1431,7 @@ export function useTravelReimbursementSubmitComposer(ctx) {

        conversationId.value = String(payload?.conversation_id || '').trim() || conversationId.value
        draftClaimId.value =
-          isKnowledgeSession.value
+          effectiveIsKnowledgeSession
            ? ''
            : String(payload?.result?.draft_payload?.claim_id || '').trim() || draftClaimId.value

@@ -1163,33 +1454,54 @@ export function useTravelReimbursementSubmitComposer(ctx) {
          queryPayload: normalizeExpenseQueryPayload(payload?.result?.query_payload),
          draftPayload: payload?.result?.draft_payload || null,
          reviewPayload: payload?.result?.review_payload || null,
-          reviewPanelScope: resolveReviewPanelScope({
-            reviewPayload: payload?.result?.review_payload || null,
-            reviewAction: reviewActionResult,
-            fileCount: files.length,
-            rawText
-          }),
+          reviewPanelScope: stewardDelegated
+            ? ''
+            : resolveReviewPanelScope({
+                reviewPayload: payload?.result?.review_payload || null,
+                reviewAction: reviewActionResult,
+                fileCount: files.length,
+                rawText
+              }),
          riskFlags: Array.isArray(payload?.result?.risk_flags) ? payload.result.risk_flags : [],
-          operationFeedback: buildOperationFeedbackState(operationFeedbackContext)
+          operationFeedback: buildOperationFeedbackState(operationFeedbackContext),
+          assistantName: stewardDelegated ? STEWARD_ASSISTANT_NAME : undefined,
+          stewardContinuation: options.stewardContinuation || null
        })
-        replaceMessage(pendingMessage.id, assistantMessage)
-        const nextInsight = buildAgentInsight(
-          payload,
-          effectiveFileNames,
-          mergeFilePreviews(filePreviews, ocrFilePreviews)
-        )
-        if (nextInsight.agent) {
-          nextInsight.agent.reviewPanelScope = assistantMessage.reviewPanelScope
+        if (stewardDelegated) {
+          await typeStewardDelegatedMessage(
+            pendingMessage.id,
+            assistantMessage.text,
+            {
+              ...assistantMessage,
+              id: pendingMessage.id,
+              reviewPanelScope: ''
+            },
+            {
+              sessionType: effectiveSessionType,
+              stewardContinuation: options.stewardContinuation || null
+            }
+          )
+          resetStewardDelegatedInsightState()
+        } else {
+          replaceMessage(pendingMessage.id, assistantMessage)
+          const nextInsight = buildAgentInsight(
+            payload,
+            effectiveFileNames,
+            mergeFilePreviews(filePreviews, ocrFilePreviews)
+          )
+          if (nextInsight.agent) {
+            nextInsight.agent.reviewPanelScope = assistantMessage.reviewPanelScope
+          }
+          currentInsight.value = nextInsight
+          completeFlowResult(payload, flowRunDetail)
        }
-        currentInsight.value = nextInsight
-        completeFlowResult(payload, flowRunDetail)
        if (['save_draft', 'link_to_existing_draft', 'create_new_claim_from_documents'].includes(reviewActionResult)) {
          emitSavedDraftRefresh(payload?.result?.draft_payload || null)
        }
        persistSessionState()
        nextTick(scrollToBottom)
        const resolvedDraftClaimId = String(payload?.result?.draft_payload?.claim_id || draftClaimId.value || '').trim()
-        if (!isKnowledgeSession.value && resolvedDraftClaimId && files.length) {
+        if (!effectiveIsKnowledgeSession && resolvedDraftClaimId && files.length) {
          const persistComposerFilesToDraft = async () => {
            try {
              const syncResult = await syncComposerFilesToDraft(resolvedDraftClaimId, files)
@@ -1216,19 +1528,31 @@ export function useTravelReimbursementSubmitComposer(ctx) {
        }
      } catch (error) {
        clearFlowSimulationTimers()
-        failCurrentFlowStep(error)
+        if (!stewardDelegated) {
+          failCurrentFlowStep(error)
+        }
        replaceMessage(
          pendingMessage.id,
          createMessage(
            'assistant',
            error?.message || '无法连接后端 Orchestrator，请稍后重试。',
            [],
-            {
-              meta: ['调用失败']
-            }
+            stewardDelegated
+              ? {
+                  assistantName: STEWARD_ASSISTANT_NAME,
+                  meta: [STEWARD_ASSISTANT_NAME, '调用失败'],
+                  stewardContinuation: options.stewardContinuation || null
+                }
+              : {
+                  meta: ['调用失败']
+                }
          )
        )
-        currentInsight.value = buildErrorInsight(error, fileNames)
+        if (stewardDelegated) {
+          resetStewardDelegatedInsightState()
+        } else {
+          currentInsight.value = buildErrorInsight(error, fileNames)
+        }
        persistSessionState()
      } finally {
        submitting.value = false
--- a/web/tests/documents-center-status-filter.test.mjs
+++ b/web/tests/documents-center-status-filter.test.mjs
@@ -222,6 +222,10 @@ test('documents center can mark all unread documents as read from toolbar', () =
    documentsCenterView,
    /function markAllDocumentsRead\(\) \{[\s\S]*viewedDocumentKeys\.value = markDocumentsViewed\(allReadableDocumentRows\.value, viewedDocumentKeys\.value\)/
  )
+  assert.match(
+    documentsCenterView,
+    /function resolveLiveDocumentRow\(row\) \{[\s\S]*isNewDocument: isNewDocument\(row, viewedDocumentKeys\.value\)[\s\S]*const visibleRows = computed\(\(\) => \{[\s\S]*\.map\(resolveLiveDocumentRow\)/
+  )
  assert.match(documentListSharedStyles, /\.mark-read-btn\s*\{[\s\S]*border:\s*1px solid #fecaca;/)
 })