feat: 添加swarms团队编排功能并优化agent委派系统

- 引入AgentTeamOrchestrator支持多agent协同任务执行
- 增加第三方swarms库依赖并配置git协议替换以改善包管理
- 扩展DelegationManager支持团队任务调度和进度跟踪
- 实现中文bigram分词算法提升中文任务检索准确性
- 调整A2AClient和DelegationManager超时时间从30秒增至600秒
- 优化AgentRunResult状态判断逻辑增加有意义摘要检测
- 修改Dockerfile配置npm仓库镜像地址和git协议映射
- 更新CLI命令行接口支持网关端口配置传递
- 调整提供者超时配置机制增强请求稳定性
- 移除过时的support_group字段简化agent描述符结构
- 增强错误处理和进度事件报告机制改进用户体验

app-instance/frontend/app/(app)/office/page.tsx

@@ -17,6 +17,9 @@ import { TaskManagementTabs } from '@/components/task-management/TaskManagementT
 import { Button } from '@/components/ui/button';
 import { Card, CardContent, CardDescription, CardHeader, CardTitle } from '@/components/ui/card';
 import { buildOfficeTaskList, isOfficeTaskTerminal } from '@/lib/office';
+import { appConnectionStatusLabel } from '@/lib/i18n/common';
+import { pickAppText } from '@/lib/i18n/core';
+import { useAppI18n } from '@/lib/i18n/provider';
 import { useChatStore } from '@/lib/store';
 
 function TaskCard({
@@ -33,6 +36,7 @@ function TaskCard({
   currentStageLabel,
   progressLabel,
   progressValue,
+  locale,
 }: {
   taskId: string;
   title: string;
@@ -47,6 +51,7 @@ function TaskCard({
   currentStageLabel: string | null;
   progressLabel: string;
   progressValue: number;
+  locale: 'zh-CN' | 'en-US';
 }) {
   return (
     <Card className="border-border/80 transition-colors hover:border-primary/30">
@@ -55,9 +60,9 @@ function TaskCard({
           <div className="min-w-0 flex-1">
             <CardTitle className="truncate text-lg">{title}</CardTitle>
             <CardDescription className="mt-2 flex flex-wrap items-center gap-x-3 gap-y-1 text-xs">
-              <span>会话: {sessionLabel}</span>
-              <span>主 Agent: {rootActorName}</span>
-              <span>更新于 {formatOfficeTime(updatedAt)}</span>
+              <span>{pickAppText(locale, '会话', 'Session')}: {sessionLabel}</span>
+              <span>{pickAppText(locale, '主 Agent', 'Lead agent')}: {rootActorName}</span>
+              <span>{pickAppText(locale, '更新于', 'Updated')} {formatOfficeTime(updatedAt, locale)}</span>
             </CardDescription>
           </div>
           <OfficeStatusBadge status={status} />
@@ -65,10 +70,10 @@ function TaskCard({
       </CardHeader>
       <CardContent className="space-y-4">
         <div className="grid gap-3 sm:grid-cols-4">
-          <Metric icon={Users} label="成员" value={String(memberCount)} />
-          <Metric icon={Activity} label="活跃" value={String(activeRuns)} />
-          <Metric icon={FolderKanban} label="产物" value={String(artifactCount)} />
-          <Metric icon={Sparkles} label="异常" value={String(errorCount)} />
+          <Metric icon={Users} label={pickAppText(locale, '成员', 'Members')} value={String(memberCount)} />
+          <Metric icon={Activity} label={pickAppText(locale, '活跃', 'Active')} value={String(activeRuns)} />
+          <Metric icon={FolderKanban} label={pickAppText(locale, '产物', 'Artifacts')} value={String(artifactCount)} />
+          <Metric icon={Sparkles} label={pickAppText(locale, '异常', 'Alerts')} value={String(errorCount)} />
         </div>
 
         <div className="space-y-2">
@@ -87,7 +92,7 @@ function TaskCard({
         <div className="flex justify-end">
           <Button asChild size="sm">
             <Link href={`/office/${encodeURIComponent(taskId)}`}>
-              进入办公室
+              {pickAppText(locale, '进入办公室', 'Open office')}
               <ArrowRight className="ml-2 h-4 w-4" />
             </Link>
           </Button>
@@ -118,6 +123,7 @@ function Metric({
 }
 
 export default function OfficeListPage() {
+  const { locale } = useAppI18n();
   const sessionId = useChatStore((state) => state.sessionId);
   const sessions = useChatStore((state) => state.sessions);
   const processRuns = useChatStore((state) => state.processRuns);
@@ -132,8 +138,8 @@ export default function OfficeListPage() {
       processRuns,
       processEvents,
       processArtifacts,
-    }),
-    [processArtifacts, processEvents, processRuns, sessionId, sessions]
+    }, locale),
+    [locale, processArtifacts, processEvents, processRuns, sessionId, sessions]
   );
 
   const activeTasks = tasks.filter((task) => !isOfficeTaskTerminal(task.status));
@@ -147,18 +153,22 @@ export default function OfficeListPage() {
         <div>
           <h1 className="text-3xl font-semibold tracking-tight">Office</h1>
           <p className="mt-2 max-w-3xl text-sm text-muted-foreground">
-            基于当前会话的真实运行数据，展示主 Agent 与子 Agent 的任务现场。任务结束后会从活跃现场移除，但保留回看入口。
+            {pickAppText(
+              locale,
+              '基于当前会话的真实运行数据，展示主 Agent 与子 Agent 的任务现场。任务结束后会从活跃现场移除，但保留回看入口。',
+              'Show the live task floor for the lead agent and its sub-agents using real runtime data from the current session. Finished tasks leave the active floor but remain available for review.'
+            )}
           </p>
         </div>
         <Card className="min-w-[280px] border-border/70">
           <CardContent className="flex items-center justify-between gap-4 p-4">
             <div>
-              <div className="text-xs text-muted-foreground">当前会话</div>
+              <div className="text-xs text-muted-foreground">{pickAppText(locale, '当前会话', 'Current session')}</div>
               <div className="mt-1 font-medium">{sessionId}</div>
             </div>
             <div className="text-right">
-              <div className="text-xs text-muted-foreground">连接状态</div>
-              <div className="mt-1 font-medium">{wsStatus === 'connected' ? '已连接' : wsStatus}</div>
+              <div className="text-xs text-muted-foreground">{pickAppText(locale, '连接状态', 'Connection')}</div>
+              <div className="mt-1 font-medium">{appConnectionStatusLabel(wsStatus, wsStatus === 'connected' ? true : null, locale)}</div>
             </div>
           </CardContent>
         </Card>
@@ -167,7 +177,7 @@ export default function OfficeListPage() {
       {wsStatus === 'connecting' && tasks.length === 0 ? (
         <div className="flex items-center gap-3 rounded-xl border border-dashed border-border px-4 py-6 text-sm text-muted-foreground">
           <Loader2 className="h-4 w-4 animate-spin" />
-          正在等待运行时数据...
+          {pickAppText(locale, '正在等待运行时数据...', 'Waiting for runtime data...')}
         </div>
       ) : null}
 
@@ -175,12 +185,16 @@ export default function OfficeListPage() {
         <Card className="border-dashed">
           <CardContent className="flex flex-col items-center justify-center py-16 text-center">
             <Clock3 className="h-10 w-10 text-muted-foreground/50" />
-            <h2 className="mt-4 text-xl font-semibold">当前没有可展示的任务现场</h2>
+            <h2 className="mt-4 text-xl font-semibold">{pickAppText(locale, '当前没有可展示的任务现场', 'No task floor is available yet')}</h2>
             <p className="mt-2 max-w-xl text-sm text-muted-foreground">
-              先回到对话页发起一次主 Agent 任务。开始执行后，这里会出现活跃的 office 卡片。
+              {pickAppText(
+                locale,
+                '先回到对话页发起一次主 Agent 任务。开始执行后，这里会出现活跃的 office 卡片。',
+                'Start a lead-agent task from the chat page first. Once it begins running, active office cards will appear here.'
+              )}
             </p>
             <Button asChild className="mt-6">
-              <Link href="/">回到对话</Link>
+              <Link href="/">{pickAppText(locale, '回到对话', 'Back to chat')}</Link>
             </Button>
           </CardContent>
         </Card>
@@ -189,15 +203,15 @@ export default function OfficeListPage() {
           <section className="space-y-4">
             <div className="flex items-center justify-between">
               <div>
-                <h2 className="text-xl font-semibold">活跃 Office</h2>
-                <p className="text-sm text-muted-foreground">正在运行中的任务现场会优先显示。</p>
+                <h2 className="text-xl font-semibold">{pickAppText(locale, '活跃 Office', 'Active office')}</h2>
+                <p className="text-sm text-muted-foreground">{pickAppText(locale, '正在运行中的任务现场会优先显示。', 'Running task floors are shown first.')}</p>
               </div>
-              <div className="text-sm text-muted-foreground">{activeTasks.length} 个任务</div>
+              <div className="text-sm text-muted-foreground">{pickAppText(locale, `${activeTasks.length} 个任务`, `${activeTasks.length} tasks`)}</div>
             </div>
             {activeTasks.length === 0 ? (
               <Card className="border-dashed">
                 <CardContent className="py-10 text-center text-sm text-muted-foreground">
-                  当前没有活跃任务，下面可以查看最近结束的任务。
+                  {pickAppText(locale, '当前没有活跃任务，下面可以查看最近结束的任务。', 'There are no active tasks right now. Recent finished tasks are listed below.')}
                 </CardContent>
               </Card>
             ) : (
@@ -218,6 +232,7 @@ export default function OfficeListPage() {
                     currentStageLabel={task.currentStageLabel}
                     progressLabel={task.progress.label}
                     progressValue={progressPercent(task.progress.value, task.progress.max)}
+                    locale={locale}
                   />
                 ))}
               </div>
@@ -227,15 +242,15 @@ export default function OfficeListPage() {
           <section className="space-y-4">
             <div className="flex items-center justify-between">
               <div>
-                <h2 className="text-xl font-semibold">最近结束</h2>
-                <p className="text-sm text-muted-foreground">已完成、失败或取消的任务仍保留回看入口。</p>
+                <h2 className="text-xl font-semibold">{pickAppText(locale, '最近结束', 'Recently finished')}</h2>
+                <p className="text-sm text-muted-foreground">{pickAppText(locale, '已完成、失败或取消的任务仍保留回看入口。', 'Completed, failed, or cancelled tasks remain available for review.')}</p>
               </div>
-              <div className="text-sm text-muted-foreground">{recentTasks.length} 个任务</div>
+              <div className="text-sm text-muted-foreground">{pickAppText(locale, `${recentTasks.length} 个任务`, `${recentTasks.length} tasks`)}</div>
             </div>
             {recentTasks.length === 0 ? (
               <Card className="border-dashed">
                 <CardContent className="py-10 text-center text-sm text-muted-foreground">
-                  还没有历史任务。
+                  {pickAppText(locale, '还没有历史任务。', 'There is no task history yet.')}
                 </CardContent>
               </Card>
             ) : (
@@ -256,6 +271,7 @@ export default function OfficeListPage() {
                     currentStageLabel={task.currentStageLabel}
                     progressLabel={task.progress.label}
                     progressValue={progressPercent(task.progress.value, task.progress.max)}
+                    locale={locale}
                   />
                 ))}
               </div>