Merge branch 'dhk-1' of http://192.168.0.200/knowledge-base-bj/deerflow-server into dhk-1

frontend-web/src/components/page-sidebar.tsx

@@ -105,6 +105,12 @@ const menuItems: MenuItem[] = [
             icon: List,
             path: "/page/strategy/light-app/notes",
           },
+          {
+            id: "light-app-note-qa",
+            label: "笔记问答",
+            icon: MessageSquareCode,
+            path: "/page/strategy/light-app/note-qa",
+          },
         ],
       },
       { id: "light-app-square", label: "应用广场", icon: Layout },

frontend-web/src/components/workspace/admin/admin-memory-page.tsx

@@ -29,7 +29,7 @@ import {
 } from "@/core/admin/hooks";
 import { useAllUsers } from "@/core/auth/hooks";
 
-function getEntries(data: Record<string, unknown>): string[] {
+export function getEntries(data: Record<string, unknown>): string[] {
   const raw = (data as { entries?: unknown }).entries;
   if (!Array.isArray(raw)) return [];
   return raw.filter((e): e is string => typeof e === "string" && e.trim().length > 0);
@@ -251,7 +251,7 @@ function V1AddFactForm({ agent, userId }: { agent: string | null; userId: string
   );
 }
 
-function V1BucketView({
+export function V1BucketView({
   data,
   agent,
   userId,
@@ -319,7 +319,7 @@ function V1BucketView({
 
 // ── Memory entry list with inline editing ──────────────────────────────────
 
-function MemoryEntryList({
+export function MemoryEntryList({
   entries,
   userId,
   agent,
@@ -490,7 +490,7 @@ function MemoryEntryList({
 
 // ── Right panel: memory tabs for a selected user ───────────────────────────
 
-function UserMemoryPanel({ userId }: { userId: string }) {
+export function UserMemoryPanel({ userId }: { userId: string }) {
   const { data: memory, isLoading } = useUserMemory(userId);
   const [selectedAgent, setSelectedAgent] = useState<string | null>(null);
 

frontend-web/src/components/workspace/admin/admin-user-hub.tsx

@@ -0,0 +1,419 @@
+"use client";
+
+import { Loader2, MessageSquareIcon, SearchIcon, UserIcon } from "lucide-react";
+import { useMemo, useState } from "react";
+
+import { Badge } from "@/components/ui/badge";
+import { Input } from "@/components/ui/input";
+import { ScrollArea } from "@/components/ui/scroll-area";
+import {
+  Select,
+  SelectContent,
+  SelectItem,
+  SelectTrigger,
+  SelectValue,
+} from "@/components/ui/select";
+import { Tabs, TabsContent, TabsList, TabsTrigger } from "@/components/ui/tabs";
+import type { AdminMessage } from "@/core/admin/api";
+import {
+  useUserMemory,
+  useUserThreadMessages,
+  useUserThreads,
+} from "@/core/admin/hooks";
+import type { UserListItem } from "@/core/auth/api";
+import { useAllUsers } from "@/core/auth/hooks";
+import { cn } from "@/lib/utils";
+
+import {
+  getEntries,
+  MemoryEntryList,
+  V1BucketView,
+} from "./admin-memory-page";
+
+// ── Helpers (shared with AdminUserActivityPage) ─────────────────────────────
+
+function extractText(content: unknown): string {
+  if (content == null) return "";
+  if (typeof content === "string") return content;
+  if (Array.isArray(content)) {
+    return content
+      .map((block) => {
+        if (typeof block === "string") return block;
+        if (block && typeof block === "object") {
+          const text = (block as Record<string, unknown>).text;
+          if (typeof text === "string") return text;
+        }
+        return "";
+      })
+      .join("");
+  }
+  if (typeof content === "object") {
+    const inner = (content as Record<string, unknown>).content;
+    if (inner !== undefined) return extractText(inner);
+  }
+  return "";
+}
+
+function roleOf(message: AdminMessage): "user" | "assistant" | null {
+  const type = (message.type ?? "").toLowerCase();
+  if (type === "human") return "user";
+  if (type === "ai" || type === "aimessagechunk") return "assistant";
+  return null;
+}
+
+function fmtTime(iso: string): string {
+  if (!iso) return "";
+  const d = new Date(iso);
+  return Number.isNaN(d.getTime()) ? iso : d.toLocaleString();
+}
+
+// ── UserInfoPanel ───────────────────────────────────────────────────────────
+
+function UserInfoPanel({ user }: { user: UserListItem }) {
+  return (
+    <div className="p-6">
+      <dl className="grid grid-cols-[max-content_1fr] gap-x-8 gap-y-3 text-sm">
+        <dt className="text-muted-foreground font-medium">邮箱</dt>
+        <dd className="break-all">{user.email}</dd>
+        <dt className="text-muted-foreground font-medium">角色</dt>
+        <dd>
+          {user.system_role === "admin" ? (
+            <Badge variant="default">管理员</Badge>
+          ) : (
+            <Badge variant="secondary">普通用户</Badge>
+          )}
+        </dd>
+        <dt className="text-muted-foreground font-medium">Skills</dt>
+        <dd className="tabular-nums">{user.skill_count}</dd>
+        <dt className="text-muted-foreground font-medium">Agents</dt>
+        <dd className="tabular-nums">{user.agent_count}</dd>
+        <dt className="text-muted-foreground font-medium">User ID</dt>
+        <dd className="font-mono text-xs text-muted-foreground break-all">{user.id}</dd>
+      </dl>
+    </div>
+  );
+}
+
+// ── MessageRow / MemoryBucketView (audit sub-components) ────────────────────
+
+function MessageRow({ message }: { message: AdminMessage }) {
+  const role = roleOf(message);
+  if (!role) return null;
+  const text = extractText(message.content).trim();
+  if (!text) return null;
+  return (
+    <div
+      className={cn(
+        "flex flex-col gap-1",
+        role === "user" ? "items-start" : "items-end",
+      )}
+    >
+      <span className="text-muted-foreground text-xs">
+        {role === "user" ? "用户提问" : "AI 回答"}
+      </span>
+      <div
+        className={cn(
+          "max-w-[85%] whitespace-pre-wrap rounded-lg border px-3 py-2 text-sm",
+          role === "user" ? "bg-muted" : "bg-primary/5 border-primary/20",
+        )}
+      >
+        {text}
+      </div>
+    </div>
+  );
+}
+
+// ── UserAuditPanel ──────────────────────────────────────────────────────────
+
+function UserAuditPanel({ userId }: { userId: string }) {
+  const [threadId, setThreadId] = useState<string | null>(null);
+
+  const { data: threads, isLoading: threadsLoading } = useUserThreads(userId);
+  const { data: messages, isLoading: messagesLoading } = useUserThreadMessages(
+    userId,
+    threadId,
+  );
+
+  return (
+    <div className="flex min-h-0 flex-1">
+      {/* Thread list */}
+      <div className="flex w-60 shrink-0 flex-col border-r">
+        <div className="text-muted-foreground border-b px-3 py-2 text-xs font-medium">
+          会话列表{threads ? `（${threads.length}）` : ""}
+        </div>
+        <ScrollArea className="min-h-0 flex-1">
+          {threadsLoading && (
+            <div className="text-muted-foreground flex items-center justify-center gap-2 py-8 text-sm">
+              <Loader2 className="size-4 animate-spin" /> 加载中
+            </div>
+          )}
+          {!threadsLoading && (threads?.length ?? 0) === 0 && (
+            <div className="text-muted-foreground py-8 text-center text-sm">
+              该用户暂无会话
+            </div>
+          )}
+          <div className="flex flex-col p-1">
+            {(threads ?? []).map((thread) => (
+              <button
+                key={thread.thread_id}
+                type="button"
+                onClick={() => setThreadId(thread.thread_id)}
+                className={cn(
+                  "flex flex-col gap-0.5 rounded-md px-2 py-2 text-left",
+                  thread.thread_id === threadId ? "bg-accent" : "hover:bg-muted",
+                )}
+              >
+                <span className="truncate text-sm">
+                  {thread.display_name || "未命名会话"}
+                </span>
+                <span className="text-muted-foreground text-xs">
+                  {fmtTime(thread.updated_at)}
+                </span>
+              </button>
+            ))}
+          </div>
+        </ScrollArea>
+      </div>
+
+      {/* Messages */}
+      <ScrollArea className="min-h-0 flex-1">
+        <div className="p-4">
+          {!threadId && (
+            <div className="text-muted-foreground flex flex-col items-center gap-2 py-16 text-sm">
+              <MessageSquareIcon className="size-6" />
+              请从左侧选择一个会话
+            </div>
+          )}
+          {threadId && messagesLoading && (
+            <div className="text-muted-foreground flex items-center justify-center gap-2 py-16 text-sm">
+              <Loader2 className="size-4 animate-spin" /> 加载中
+            </div>
+          )}
+          {threadId && !messagesLoading && (
+            <div className="flex flex-col gap-3">
+              {(messages ?? []).map((m, i) => (
+                <MessageRow key={m.id ?? i} message={m} />
+              ))}
+              {(messages ?? []).every((m) => !roleOf(m)) && (
+                <div className="text-muted-foreground py-12 text-center text-sm">
+                  该会话暂无问答记录
+                </div>
+              )}
+            </div>
+          )}
+        </div>
+      </ScrollArea>
+    </div>
+  );
+}
+
+// ── AgentMemoryPanel ─────────────────────────────────────────────────────────
+
+function bucketLabel(name: string, displayName?: string): string {
+  if (name === "default") return "默认智能体";
+  return displayName || name;
+}
+
+function AgentMemoryPanel({ userId }: { userId: string }) {
+  const { data: memory, isLoading } = useUserMemory(userId);
+  // 默认选中"默认助手"（"default" 对应全局记忆文件）
+  const [selectedAgent, setSelectedAgent] = useState<string>("default");
+
+  if (isLoading) {
+    return (
+      <div className="text-muted-foreground flex flex-1 items-center justify-center gap-2 text-sm">
+        <Loader2 className="size-4 animate-spin" /> 加载中…
+      </div>
+    );
+  }
+
+  const isV1 = memory?.version === "v1";
+
+  // 非 global、非 default 的其他智能体 bucket
+  const otherBuckets = (memory?.buckets ?? []).filter(
+    (b) => b.name !== "global" && b.name !== "default",
+  );
+
+  // 当前选中的 bucket
+  const currentBucket = (memory?.buckets ?? []).find(
+    (b) => b.name === selectedAgent,
+  );
+
+  // "default" 对应 agent=null（全局记忆文件），与 _resolve_agent_name 的哨兵逻辑一致
+  const bucketAgentParam = selectedAgent === "default" ? null : selectedAgent;
+
+  return (
+    <div className="flex min-h-0 flex-1 flex-col">
+      <ScrollArea className="min-h-0 flex-1">
+        <div className="space-y-4 p-4">
+          {/* 智能体下拉选择器 */}
+          <div className="flex items-center gap-2">
+            <span className="text-muted-foreground text-sm shrink-0">智能体：</span>
+            <Select value={selectedAgent} onValueChange={setSelectedAgent}>
+              <SelectTrigger className="h-8 w-48" size="sm">
+                <SelectValue />
+              </SelectTrigger>
+              <SelectContent>
+                {/* 默认助手始终显示，对应全局记忆文件 */}
+                <SelectItem value="default">默认助手</SelectItem>
+                {otherBuckets.map((b) => (
+                  <SelectItem key={b.name} value={b.name}>
+                    {bucketLabel(b.name, b.display_name)}
+                  </SelectItem>
+                ))}
+              </SelectContent>
+            </Select>
+            {!isV1 && currentBucket && (
+              <span className="text-muted-foreground text-xs">
+                {getEntries(currentBucket.data).length} 条
+              </span>
+            )}
+          </div>
+
+          {/* 当前智能体记忆内容 */}
+          {!currentBucket ? (
+            <div className="text-muted-foreground rounded-md border border-dashed p-4 text-center text-sm">
+              暂无记忆数据
+            </div>
+          ) : isV1 ? (
+            <V1BucketView
+              data={currentBucket.data}
+              agent={bucketAgentParam}
+              userId={userId}
+            />
+          ) : (
+            <MemoryEntryList
+              entries={getEntries(currentBucket.data)}
+              userId={userId}
+              agent={bucketAgentParam}
+            />
+          )}
+        </div>
+      </ScrollArea>
+    </div>
+  );
+}
+
+// ── AdminUserHub (main) ─────────────────────────────────────────────────────
+
+export function AdminUserHub() {
+  const { data: users, isLoading: usersLoading } = useAllUsers(true);
+  const [selectedUserId, setSelectedUserId] = useState<string | null>(null);
+  const [userQuery, setUserQuery] = useState("");
+  const [activeTab, setActiveTab] = useState<"info" | "audit" | "memory">("info");
+
+  const filteredUsers = useMemo(() => {
+    const needle = userQuery.trim().toLowerCase();
+    const list = users ?? [];
+    return needle
+      ? list.filter((u) => u.email.toLowerCase().includes(needle))
+      : list;
+  }, [users, userQuery]);
+
+  const selectedUser = users?.find((u) => u.id === selectedUserId) ?? null;
+
+  function selectUser(id: string) {
+    setSelectedUserId(id);
+    setActiveTab("info");
+  }
+
+  return (
+    <div className="flex size-full flex-col">
+      <div className="border-b px-6 py-4">
+        <h1 className="text-xl font-semibold">Admin 用户中心</h1>
+        <p className="text-muted-foreground mt-0.5 text-sm">
+          管理用户信息、审计历史问答、编辑用户记忆。
+        </p>
+      </div>
+
+      <div className="flex min-h-0 flex-1">
+        {/* Left: user list */}
+        <div className="flex w-64 shrink-0 flex-col border-r">
+          <div className="relative p-2">
+            <SearchIcon className="text-muted-foreground absolute left-4 top-1/2 size-4 -translate-y-1/2" />
+            <Input
+              value={userQuery}
+              onChange={(e) => setUserQuery(e.target.value)}
+              placeholder="搜索用户邮箱"
+              className="pl-8"
+            />
+          </div>
+          <ScrollArea className="min-h-0 flex-1">
+            {usersLoading && (
+              <div className="text-muted-foreground flex items-center justify-center gap-2 py-8 text-sm">
+                <Loader2 className="size-4 animate-spin" /> 加载中
+              </div>
+            )}
+            {!usersLoading && filteredUsers.length === 0 && (
+              <div className="text-muted-foreground py-8 text-center text-sm">
+                无用户
+              </div>
+            )}
+            <div className="flex flex-col p-1">
+              {filteredUsers.map((u) => (
+                <button
+                  key={u.id}
+                  type="button"
+                  onClick={() => selectUser(u.id)}
+                  className={cn(
+                    "flex items-center gap-2 rounded-md px-2 py-2 text-left text-sm",
+                    u.id === selectedUserId
+                      ? "bg-accent font-medium"
+                      : "hover:bg-muted",
+                  )}
+                >
+                  <UserIcon className="text-muted-foreground size-4 shrink-0" />
+                  <span className="flex-1 truncate">{u.email}</span>
+                  {u.system_role === "admin" && (
+                    <Badge variant="outline" className="shrink-0 text-xs">
+                      管理员
+                    </Badge>
+                  )}
+                </button>
+              ))}
+            </div>
+          </ScrollArea>
+        </div>
+
+        {/* Right: tabs */}
+        {!selectedUserId ? (
+          <div className="text-muted-foreground flex flex-1 items-center justify-center text-sm">
+            从左侧选择一个用户
+          </div>
+        ) : (
+          <Tabs
+            value={activeTab}
+            onValueChange={(v) => setActiveTab(v as typeof activeTab)}
+            className="flex min-w-0 flex-1 flex-col overflow-hidden"
+          >
+            <div className="border-b px-4 pt-3 shrink-0">
+              <TabsList variant="line">
+                <TabsTrigger value="info">用户信息</TabsTrigger>
+                <TabsTrigger value="audit">活动审计</TabsTrigger>
+                <TabsTrigger value="memory">记忆管理</TabsTrigger>
+              </TabsList>
+            </div>
+
+            <TabsContent value="info" className="flex-1 overflow-auto p-0">
+              {selectedUser && <UserInfoPanel user={selectedUser} />}
+            </TabsContent>
+
+            <TabsContent
+              value="audit"
+              className="flex min-h-0 flex-1 flex-col p-0"
+            >
+              <UserAuditPanel key={selectedUserId} userId={selectedUserId} />
+            </TabsContent>
+
+            <TabsContent
+              value="memory"
+              className="flex min-h-0 flex-1 flex-col p-0"
+            >
+              <AgentMemoryPanel key={selectedUserId} userId={selectedUserId} />
+            </TabsContent>
+          </Tabs>
+        )}
+      </div>
+    </div>
+  );
+}

frontend-web/src/components/workspace/agents/agent-card.tsx

@@ -190,12 +190,12 @@ export function AgentCard({ agent }: AgentCardProps) {
       <Card className="group flex flex-col transition-shadow hover:shadow-md">
         <CardHeader className="pb-3">
           <div className="flex items-start justify-between gap-2">
-            <div className="flex items-center gap-2">
+            <div className="flex min-w-0 flex-1 items-center gap-2">
               <div className="bg-primary/10 text-primary flex h-9 w-9 shrink-0 items-center justify-center rounded-lg">
                 <BotIcon className="h-5 w-5" />
               </div>
-              <div className="min-w-0">
+              <div className="min-w-0 flex-1">
-                <CardTitle className="truncate text-base">
+                <CardTitle className="truncate text-base" title={agent.name}>
                   {agent.name}
                 </CardTitle>
                 {agent.model && (

frontend-web/src/components/workspace/messages/message-group.tsx

@@ -463,7 +463,7 @@ interface CoTReasoningStep extends GenericCoTStep<"reasoning"> {
 interface CoTToolCallStep extends GenericCoTStep<"toolCall"> {
   name: string;
   args: Record<string, unknown>;
-  result?: string;
+  result?: string | Record<string, unknown>;
 }
 
 type CoTStep = CoTReasoningStep | CoTToolCallStep;
@@ -495,12 +495,22 @@ function convertToSteps(messages: Message[]): CoTStep[] {
         };
         const toolCallId = tool_call.id;
         if (toolCallId) {
-          const toolCallResult = findToolCallResult(toolCallId, messages);
+          const toolCallResult = findToolCallResult(
-          if (toolCallResult) {
+            toolCallId,
-            try {
+            messages,
-              const json = JSON.parse(toolCallResult);
+            tool_call.name,
-              step.result = json;
+          );
-            } catch {
+          if (toolCallResult !== undefined) {
+            if (typeof toolCallResult === "string") {
+              try {
+                step.result = JSON.parse(toolCallResult) as Record<
+                  string,
+                  unknown
+                >;
+              } catch {
+                step.result = toolCallResult;
+              }
+            } else {
               step.result = toolCallResult;
             }
           }

frontend-web/src/components/workspace/messages/message-list.tsx

@@ -1,6 +1,6 @@
 import type { BaseStream } from "@langchain/langgraph-sdk/react";
 import { CheckIcon, SendIcon, XIcon } from "lucide-react";
-import { useMemo, useState } from "react";
+import { useCallback, useMemo, useState } from "react";
 
 import {
   Conversation,
@@ -64,6 +64,111 @@ export function MessageList({
   const rehypePlugins = useRehypeSplitWordsIntoSpans(thread.isLoading);
   const updateSubtask = useUpdateSubtask();
   const messages = thread.messages;
+
+  // Track which clarification messages are still awaiting an answer.
+  // Pending = clarification tool messages that appear after the last human message
+  // (no user reply has been sent for them yet).
+  const pendingClarificationIds = useMemo(() => {
+    let lastHumanIndex = -1;
+    for (let i = messages.length - 1; i >= 0; i--) {
+      if (messages[i]?.type === "human") {
+        lastHumanIndex = i;
+        break;
+      }
+    }
+    const ids: string[] = [];
+    for (let i = lastHumanIndex + 1; i < messages.length; i++) {
+      const msg = messages[i];
+      if (msg && msg.id && msg.type === "tool" && msg.name === "ask_clarification") {
+        ids.push(msg.id);
+      }
+    }
+    return ids;
+  }, [messages]);
+
+  const [clarificationSelections, setClarificationSelections] = useState<
+    Map<string, ClarificationSelection>
+  >(new Map());
+  const [submittingClarification, setSubmittingClarification] = useState(false);
+
+  const handleClarificationSelectionChange = useCallback(
+    (id: string, next: ClarificationSelection) => {
+      setClarificationSelections((prev) => {
+        const map = new Map(prev);
+        map.set(id, next);
+        return map;
+      });
+    },
+    [],
+  );
+
+  const handleSubmitAllClarifications = useCallback(async () => {
+    if (pendingClarificationIds.length === 0 || !onClarificationSubmit) {
+      return;
+    }
+    const parts: string[] = [];
+    for (let index = 0; index < pendingClarificationIds.length; index++) {
+      const id = pendingClarificationIds[index]!;
+      const message = messages.find((msg) => msg.id === id);
+      const payload = message ? getClarificationPayload(message) : null;
+      const selection = clarificationSelections.get(id) ?? {
+        selectedIds: [],
+        custom: "",
+      };
+      const options = (payload?.options ?? []).filter(
+        (option) => typeof option.label === "string" && option.label.trim(),
+      );
+      const selectedLabels = selection.selectedIds
+        .map(
+          (sid) =>
+            options.find((option) => (option.id || option.label) === sid)?.label,
+        )
+        .filter((label): label is string => Boolean(label && label.trim()));
+      const trimmedCustom = selection.custom.trim();
+      let part = "";
+      if (selectedLabels.length > 0 && trimmedCustom) {
+        part = `我选择：${selectedLabels.join("、")}；补充：${trimmedCustom}`;
+      } else if (selectedLabels.length > 0) {
+        part = `我选择：${selectedLabels.join("、")}`;
+      } else if (trimmedCustom) {
+        part = trimmedCustom;
+      } else {
+        continue;
+      }
+      if (pendingClarificationIds.length > 1) {
+        const question = payload?.question?.trim();
+        parts.push(
+          question
+            ? `问题${index + 1}「${question}」：${part}`
+            : `问题${index + 1}：${part}`,
+        );
+      } else {
+        parts.push(part);
+      }
+    }
+    if (parts.length === 0) {
+      return;
+    }
+    const combined =
+      pendingClarificationIds.length > 1
+        ? `针对你提出的多个问题，依次回答：\n${parts.map((p) => `- ${p}`).join("\n")}`
+        : parts[0]!;
+    setSubmittingClarification(true);
+    try {
+      await onClarificationSubmit(combined);
+    } finally {
+      setSubmittingClarification(false);
+    }
+  }, [pendingClarificationIds, messages, clarificationSelections, onClarificationSubmit]);
+
+  const totalPending = pendingClarificationIds.length;
+  const hasAnyClarificationAnswer = useMemo(() => {
+    return pendingClarificationIds.some((id) => {
+      const sel = clarificationSelections.get(id);
+      return (sel?.selectedIds.length ?? 0) > 0 || (sel?.custom.trim() ?? "").length > 0;
+    });
+  }, [pendingClarificationIds, clarificationSelections]);
+
   if (thread.isThreadLoading && messages.length === 0) {
     return <MessageListSkeleton />;
   }
@@ -89,14 +194,34 @@ export function MessageList({
           } else if (group.type === "assistant:clarification") {
             const message = group.messages[0];
             if (message && hasContent(message)) {
+              const messageId = message.id ?? "";
+              const pendingIndex = pendingClarificationIds.indexOf(messageId);
+              const isPending = pendingIndex >= 0;
+              const isLastPending =
+                isPending && pendingIndex === totalPending - 1;
               return (
                 <div key={group.id} className="w-full">
                   <ClarificationCard
                     fallbackContent={extractContentFromMessage(message)}
                     isLoading={thread.isLoading}
                     message={message}
-                    onSubmit={onClarificationSubmit}
                     rehypePlugins={rehypePlugins}
+                    isPending={isPending}
+                    pendingIndex={isPending ? pendingIndex : undefined}
+                    pendingCount={isPending ? totalPending : undefined}
+                    isLastPending={isLastPending}
+                    selection={
+                      clarificationSelections.get(messageId) ?? {
+                        selectedIds: [],
+                        custom: "",
+                      }
+                    }
+                    onSelectionChange={(next) =>
+                      handleClarificationSelectionChange(messageId, next)
+                    }
+                    submitting={submittingClarification}
+                    canSubmit={hasAnyClarificationAnswer}
+                    onSubmitAll={handleSubmitAllClarifications}
                   />
                   <MessageTokenUsageList
                     enabled={tokenUsageEnabled}
@@ -289,6 +414,11 @@ type ClarificationPayload = {
   allow_custom?: boolean;
 };
 
+type ClarificationSelection = {
+  selectedIds: string[];
+  custom: string;
+};
+
 export type SetupAgentApprovalPayload = {
   name?: string;
   description?: string;
@@ -447,19 +577,32 @@ function ClarificationCard({
   fallbackContent,
   isLoading,
   message,
-  onSubmit,
   rehypePlugins,
+  isPending,
+  pendingIndex,
+  pendingCount,
+  isLastPending,
+  selection,
+  onSelectionChange,
+  submitting,
+  canSubmit,
+  onSubmitAll,
 }: {
   fallbackContent: string;
   isLoading: boolean;
   message: unknown;
-  onSubmit?: (answer: string) => void | Promise<void>;
   rehypePlugins: ReturnType<typeof useRehypeSplitWordsIntoSpans>;
+  isPending: boolean;
+  pendingIndex?: number;
+  pendingCount?: number;
+  isLastPending: boolean;
+  selection: ClarificationSelection;
+  onSelectionChange: (next: ClarificationSelection) => void;
+  submitting: boolean;
+  canSubmit: boolean;
+  onSubmitAll: () => void | Promise<void>;
 }) {
   const payload = getClarificationPayload(message);
-  const [customAnswer, setCustomAnswer] = useState("");
-  const [submitting, setSubmitting] = useState(false);
-  const [submitted, setSubmitted] = useState(false);
 
   const options = useMemo(
     () =>
@@ -479,27 +622,36 @@ function ClarificationCard({
     );
   }
 
-  const disabled = false;
+  const disabled = !isPending || submitting;
+  const multiPending = (pendingCount ?? 0) > 1;
 
-  async function submitAnswer(answer: string) {
+  function toggleOption(optionId: string) {
-    const trimmed = answer.trim();
+    if (disabled) {
-    if (!trimmed) {
       return;
     }
-    setSubmitting(true);
+    const next = selection.selectedIds.includes(optionId)
-    try {
+      ? selection.selectedIds.filter((id) => id !== optionId)
-      await onSubmit?.(trimmed);
+      : [...selection.selectedIds, optionId];
-      setSubmitted(true);
+    onSelectionChange({ ...selection, selectedIds: next });
-    } finally {
+  }
-      setSubmitting(false);
+
+  function updateCustom(value: string) {
+    if (disabled) {
+      return;
     }
+    onSelectionChange({ ...selection, custom: value });
   }
 
   return (
     <div className="border-border bg-card text-card-foreground w-full rounded-lg border p-4 shadow-sm">
       <div className="space-y-2">
-        <div className="text-muted-foreground text-xs font-medium">
+        <div className="text-muted-foreground flex items-center gap-2 text-xs font-medium">
-          需要你的确认
+          <span>需要你的确认</span>
+          {multiPending && pendingIndex !== undefined && pendingCount ? (
+            <span className="bg-muted text-muted-foreground rounded-full px-2 py-0.5 text-[10px]">
+              {pendingIndex + 1} / {pendingCount}
+            </span>
+          ) : null}
         </div>
         {payload.context ? (
           <p className="text-muted-foreground text-sm leading-6">
@@ -513,49 +665,84 @@ function ClarificationCard({
 
       {options.length > 0 ? (
         <div className="mt-4 grid gap-2">
-          {options.map((option) => (
+          <div className="text-muted-foreground text-xs">
-            <Button
+            可多选（再次点击取消选择）
-              key={option.id || option.label}
+          </div>
-              type="button"
+          {options.map((option) => {
-              variant="outline"
+            const optionId = option.id || option.label;
-              className="h-auto justify-start whitespace-normal px-3 py-2 text-left"
+            const isSelected = selection.selectedIds.includes(optionId);
-              disabled={disabled}
+            return (
-              onClick={() => void submitAnswer(`我选择：${option.label}`)}
+              <Button
-            >
+                key={optionId}
-              <span className="flex min-w-0 flex-col items-start gap-1">
+                type="button"
-                <span>{option.label}</span>
+                variant={isSelected ? "default" : "outline"}
-                {option.description ? (
+                className="h-auto justify-start whitespace-normal px-3 py-2 text-left"
-                  <span className="text-muted-foreground text-xs font-normal leading-5">
+                disabled={disabled}
-                    {option.description}
+                onClick={() => toggleOption(optionId)}
-                  </span>
+              >
+                <span className="flex min-w-0 flex-1 flex-col items-start gap-1">
+                  <span>{option.label}</span>
+                  {option.description ? (
+                    <span
+                      className={cn(
+                        "text-xs font-normal leading-5",
+                        isSelected
+                          ? "text-primary-foreground/80"
+                          : "text-muted-foreground",
+                      )}
+                    >
+                      {option.description}
+                    </span>
+                  ) : null}
+                </span>
+                {isSelected ? (
+                  <CheckIcon className="ml-2 h-4 w-4 shrink-0" />
                 ) : null}
-              </span>
+              </Button>
-            </Button>
+            );
-          ))}
+          })}
         </div>
       ) : null}
 
       {payload.allow_custom !== false ? (
         <div className="mt-4 flex flex-col gap-2">
           <Textarea
-            value={customAnswer}
+            value={selection.custom}
-            onChange={(event) => setCustomAnswer(event.currentTarget.value)}
+            onChange={(event) => updateCustom(event.currentTarget.value)}
-            placeholder="如果以上选项都不合适，可以在这里输入你的回答"
+            placeholder={
+              options.length > 0
+                ? "可选：补充说明（与所选项一起发送），或在此填写自定义回答"
+                : "如果以上选项都不合适，可以在这里输入你的回答"
+            }
             disabled={disabled}
             className="min-h-20 resize-none"
           />
-          <div className="flex justify-end">
+        </div>
+      ) : null}
+
+      {isPending ? (
+        isLastPending ? (
+          <div className="mt-3 flex items-center justify-end gap-2">
+            {multiPending ? (
+              <span className="text-muted-foreground text-xs">
+                将一起提交以上 {pendingCount} 个问题的回答
+              </span>
+            ) : null}
             <Button
               type="button"
               size="sm"
-              disabled={disabled || !customAnswer.trim()}
+              disabled={!canSubmit || submitting}
-              onClick={() => void submitAnswer(customAnswer)}
+              onClick={() => void onSubmitAll()}
             >
               <SendIcon className="h-4 w-4" />
-              发送回答
+              {submitting ? "发送中…" : multiPending ? "全部发送" : "发送回答"}
             </Button>
           </div>
-        </div>
+        ) : (
+          <div className="text-muted-foreground mt-3 text-right text-xs">
+            选择后等待最后一题统一提交
+          </div>
+        )
       ) : null}
     </div>
   );

frontend-web/src/components/workspace/recent-chat-list.tsx

@@ -1,6 +1,7 @@
 "use client";
 
 import {
+  ChevronDown,
   Download,
   FileJson,
   FileText,
@@ -63,6 +64,15 @@ export function RecentChatList() {
   const { t } = useI18n();
   const router = useRouter();
   const pathname = usePathname();
+  const [collapsed, setCollapsed] = useState(
+    () => localStorage.getItem("sidebar:recent-chats-collapsed") === "true",
+  );
+
+  const toggleCollapsed = () => {
+    const next = !collapsed;
+    setCollapsed(next);
+    localStorage.setItem("sidebar:recent-chats-collapsed", String(next));
+  };
   const { thread_id: threadIdFromPath, agent_id: agentIdFromPath } =
     useParams<{
       thread_id: string;
@@ -161,12 +171,24 @@ export function RecentChatList() {
   return (
     <>
       <SidebarGroup className="px-2 pt-3 mt-2 border-t border-sidebar-border/60">
-        <SidebarGroupLabel className="text-muted-foreground/70 px-3 mb-1 text-[10px] font-semibold tracking-[0.12em] uppercase">
+        <SidebarGroupLabel
-          {env.NEXT_PUBLIC_STATIC_WEBSITE_ONLY !== "true"
+          className="text-muted-foreground/70 px-3 mb-1 text-[10px] font-semibold tracking-[0.12em] uppercase cursor-pointer select-none flex items-center justify-between hover:text-muted-foreground transition-colors"
-            ? t.sidebar.recentChats
+          onClick={toggleCollapsed}
-            : t.sidebar.demoChats}
+        >
+          <span>
+            {env.NEXT_PUBLIC_STATIC_WEBSITE_ONLY !== "true"
+              ? t.sidebar.recentChats
+              : t.sidebar.demoChats}
+          </span>
+          <ChevronDown
+            className={`w-3 h-3 shrink-0 transition-transform duration-200 ${collapsed ? "-rotate-90" : ""}`}
+          />
         </SidebarGroupLabel>
-        <SidebarGroupContent className="group-data-[collapsible=icon]:pointer-events-none group-data-[collapsible=icon]:-mt-8 group-data-[collapsible=icon]:opacity-0">
+        <SidebarGroupContent
+          className={`group-data-[collapsible=icon]:pointer-events-none group-data-[collapsible=icon]:-mt-8 group-data-[collapsible=icon]:opacity-0 overflow-hidden transition-all duration-200 ${
+            collapsed ? "max-h-0 opacity-0 pointer-events-none" : "max-h-[800px] opacity-100"
+          }`}
+        >
           <SidebarMenu>
             <div className="flex w-full flex-col gap-0.5">
               {visibleThreads.map((thread) => {

frontend-web/src/components/workspace/recent-writing-list.tsx

@@ -0,0 +1,122 @@
+"use client";
+
+import { useEffect, useState } from "react";
+import { usePathname, useRouter } from "next/navigation";
+import { ChevronDown } from "lucide-react";
+import { cn } from "@/lib/utils";
+import {
+  SidebarGroup,
+  SidebarGroupContent,
+  SidebarGroupLabel,
+  SidebarMenu,
+  SidebarMenuItem,
+  SidebarMenuButton,
+} from "@/components/ui/sidebar";
+import {
+  formatRelative,
+  STATUS_LABELS,
+} from "@/open-canvas/components/ai-writing/AIWritingHistoryDropdown";
+import { useAIWritingSessions } from "@/open-canvas/hooks/useAIWritingSessions";
+import type { AIWritingSessionSummary } from "@/open-canvas/api/ai-writing-sessions";
+
+const AI_WRITING_PATH = "/page/workspace/ai-writing";
+
+function openSession(
+  session: AIWritingSessionSummary,
+  isOnPage: boolean,
+  router: ReturnType<typeof useRouter>,
+) {
+  if (isOnPage) {
+    // 已在 AI 写作页面，直接通过自定义事件通知面板
+    window.dispatchEvent(
+      new CustomEvent("ai-writing:open-session", { detail: session }),
+    );
+  } else {
+    // 不在该页面，把 session 存入 sessionStorage 后跳转
+    sessionStorage.setItem("ai-writing:pending-session", JSON.stringify(session));
+    router.push(AI_WRITING_PATH);
+  }
+}
+
+export function RecentWritingList() {
+  const router = useRouter();
+  const pathname = usePathname();
+  const { sessions, loading, refresh } = useAIWritingSessions();
+  const [collapsed, setCollapsed] = useState(
+    () => localStorage.getItem("sidebar:recent-writing-collapsed") === "true",
+  );
+
+  const toggleCollapsed = () => {
+    const next = !collapsed;
+    setCollapsed(next);
+    localStorage.setItem("sidebar:recent-writing-collapsed", String(next));
+  };
+
+  useEffect(() => {
+    void refresh();
+  }, [refresh]);
+
+  if (!loading && sessions.length === 0) return null;
+
+  const isOnPage = pathname === AI_WRITING_PATH;
+
+  return (
+    <SidebarGroup className="px-2 pt-3 mt-0 border-t border-sidebar-border/60">
+      <SidebarGroupLabel
+        className="text-muted-foreground/70 px-3 mb-1 text-[10px] font-semibold tracking-[0.12em] uppercase cursor-pointer select-none flex items-center justify-between hover:text-muted-foreground transition-colors"
+        onClick={toggleCollapsed}
+      >
+        <span>最近写作</span>
+        <ChevronDown
+          className={`w-3 h-3 shrink-0 transition-transform duration-200 ${collapsed ? "-rotate-90" : ""}`}
+        />
+      </SidebarGroupLabel>
+      <SidebarGroupContent
+        className={`group-data-[collapsible=icon]:pointer-events-none group-data-[collapsible=icon]:-mt-8 group-data-[collapsible=icon]:opacity-0 overflow-hidden transition-all duration-200 ${
+          collapsed ? "max-h-0 opacity-0 pointer-events-none" : "max-h-[600px] opacity-100"
+        }`}
+      >
+        <SidebarMenu>
+          <div className="flex w-full flex-col gap-0.5">
+            {loading && sessions.length === 0 ? (
+              <p className="px-3 py-1 text-[12px] text-muted-foreground">加载中…</p>
+            ) : (
+              sessions.slice(0, 10).map((session) => {
+                const { label, color } = STATUS_LABELS[session.status] ?? {
+                  label: session.status,
+                  color: "text-muted-foreground",
+                };
+                return (
+                  <SidebarMenuItem key={session.id} className="group/side-menu-item">
+                    <SidebarMenuButton
+                      className={
+                        "rounded-lg h-auto py-1.5 px-3 text-muted-foreground " +
+                        "hover:text-foreground hover:bg-sidebar-accent/60"
+                      }
+                      onClick={() => openSession(session, isOnPage, router)}
+                    >
+                      <div className="flex flex-col items-start min-w-0 w-full">
+                        <span className="text-[13px] truncate w-full leading-snug">
+                          {session.title}
+                        </span>
+                        <div className="flex items-center gap-1 mt-0.5">
+                          <span className={cn("text-[10px] font-medium", color)}>
+                            {label}
+                          </span>
+                          <span className="text-[10px] text-muted-foreground">·</span>
+                          <span className="text-[10px] text-muted-foreground">
+                            {formatRelative(session.updated_at)}
+                          </span>
+                        </div>
+                      </div>
+                    </SidebarMenuButton>
+                  </SidebarMenuItem>
+                );
+              })
+            )}
+          </div>
+        </SidebarMenu>
+      </SidebarGroupContent>
+    </SidebarGroup>
+  );
+}

frontend-web/src/components/workspace/settings/appearance-settings-page.tsx

@@ -114,7 +114,7 @@ export function AppearanceSettingsPage() {
             <div className="text-sm font-medium">回答速度指示器</div>
             <p className="text-muted-foreground mt-1 max-w-md text-xs leading-relaxed">
               在生成回答时显示一个小胶囊，实时估算当前 token/s
-              并用绿到红的渐变条直观反映快慢。默认关闭。
+              并用绿到红的渐变条直观反映快慢。默认开启。
             </p>
           </div>
           <Switch

frontend-web/src/components/workspace/settings/memory-settings-page.tsx

@@ -22,6 +22,7 @@ import {
   SelectValue,
 } from "@/components/ui/select";
 import { Switch } from "@/components/ui/switch";
+import { Tabs, TabsContent, TabsList, TabsTrigger } from "@/components/ui/tabs";
 import { Textarea } from "@/components/ui/textarea";
 import { ToggleGroup, ToggleGroupItem } from "@/components/ui/toggle-group";
 import { useI18n } from "@/core/i18n/hooks";
@@ -471,7 +472,7 @@ const CATEGORY_COLORS: Record<string, string> = {
   correction: "bg-red-100 text-red-700",
 };
 
-/** V1 记忆只读视图:展示 memory.json 的全部字段。 */
+/** V1 记忆只读视图:展示 memory.json 的全部字段，Tab 布局。 */
 function MemoryV1View({
   memory,
 }: {
@@ -486,93 +487,112 @@ function MemoryV1View({
   const historyEntries = Object.entries(memory.history ?? {}).filter(([, v]) => v);
 
   return (
-    <div className="space-y-4">
+    <div className="space-y-3">
       {/* 说明横幅 */}
       <div className="rounded-md border border-dashed px-4 py-3 text-sm text-muted-foreground">
         V1 模式：记忆由系统在对话结束后自动提取，无需手动管理。
       </div>
 
-      {/* 用户画像 (userContext) */}
+      <Tabs defaultValue="facts">
-      <div className="rounded-lg border p-4 space-y-2">
+        <TabsList>
-        <h3 className="text-base font-medium">用户画像</h3>
+          <TabsTrigger value="facts">
-        {ctxEntries.length === 0 ? (
+            事实记录
-          <p className="text-sm text-muted-foreground">暂无画像信息，对话后系统会自动归纳。</p>
+            {memory.facts.length > 0 && (
-        ) : (
+              <span className="ml-1.5 rounded-full bg-primary/10 px-1.5 py-0.5 text-xs text-primary">
-          <dl className="space-y-2">
+                {memory.facts.length}
-            {ctxEntries.map(([key, value]) => (
+              </span>
-              <div key={key} className="text-sm">
+            )}
-                <dt className="font-medium text-muted-foreground mb-0.5">
+          </TabsTrigger>
-                  {CTX_LABELS[key] ?? key}
+          <TabsTrigger value="profile">用户画像 &amp; 历史</TabsTrigger>
-                </dt>
+        </TabsList>
-                <dd className="whitespace-pre-wrap [overflow-wrap:anywhere]">{value}</dd>
-              </div>
-            ))}
-          </dl>
-        )}
-      </div>
 
-      {/* 历史摘要 (history) */}
+        {/* 事实记录 Tab */}
-      <div className="rounded-lg border p-4 space-y-2">
+        <TabsContent value="facts" className="mt-3">
-        <h3 className="text-base font-medium">历史摘要</h3>
+          <div className="rounded-lg border p-4 space-y-3">
-        {historyEntries.length === 0 ? (
+            <div className="flex items-center justify-between">
-          <p className="text-sm text-muted-foreground">暂无历史摘要。</p>
+              <h3 className="text-base font-medium">事实记录</h3>
-        ) : (
+              <span className="text-xs text-muted-foreground">{memory.memory_usage}</span>
-          <dl className="space-y-2">
+            </div>
-            {historyEntries.map(([key, value]) => (
+            {memory.facts.length === 0 ? (
-              <div key={key} className="text-sm">
+              <div className="rounded-md border border-dashed p-3 text-sm text-muted-foreground">
-                <dt className="font-medium text-muted-foreground mb-0.5">
+                暂无事实记录，对话后系统会自动提取。
-                  {HISTORY_LABELS[key] ?? key}
-                </dt>
-                <dd className="whitespace-pre-wrap [overflow-wrap:anywhere]">{value}</dd>
               </div>
-            ))}
+            ) : (
-          </dl>
+              <div className="space-y-2">
-        )}
+                {memory.facts.map((fact) => (
-      </div>
+                  <div key={fact.id} className="rounded-md border p-3 space-y-1.5">
-
+                    <div className="flex items-center gap-2">
-      {/* 事实记录 (facts) */}
+                      <span
-      <div className="rounded-lg border p-4 space-y-3">
+                        className={`rounded px-1.5 py-0.5 text-xs font-medium ${
-        <div className="flex items-center justify-between">
+                          CATEGORY_COLORS[fact.category] ?? "bg-gray-100 text-gray-700"
-          <h3 className="text-base font-medium">事实记录</h3>
+                        }`}
-          <span className="text-xs text-muted-foreground">{memory.memory_usage}</span>
+                      >
-        </div>
+                        {fact.category}
-        {memory.facts.length === 0 ? (
+                      </span>
-          <div className="rounded-md border border-dashed p-3 text-sm text-muted-foreground">
+                      <div className="flex-1 h-1.5 rounded-full bg-muted overflow-hidden">
-            暂无事实记录，对话后系统会自动提取。
+                        <div
-          </div>
+                          className="h-full rounded-full bg-primary"
-        ) : (
+                          style={{ width: `${Math.round(fact.confidence * 100)}%` }}
-          <div className="space-y-2">
+                        />
-            {memory.facts.map((fact) => (
+                      </div>
-              <div key={fact.id} className="rounded-md border p-3 space-y-1.5">
+                      <span className="text-xs text-muted-foreground shrink-0">
-                <div className="flex items-center gap-2">
+                        {Math.round(fact.confidence * 100)}%
-                  <span
+                      </span>
-                    className={`rounded px-1.5 py-0.5 text-xs font-medium ${
+                    </div>
-                      CATEGORY_COLORS[fact.category] ?? "bg-gray-100 text-gray-700"
+                    <p className="text-sm whitespace-pre-wrap [overflow-wrap:anywhere]">{fact.content}</p>
-                    }`}
+                    {fact.sourceError && (
-                  >
+                      <p className="text-xs text-red-600 bg-red-50 rounded px-2 py-1">
-                    {fact.category}
+                        避免：{fact.sourceError}
-                  </span>
+                      </p>
-                  <div className="flex-1 h-1.5 rounded-full bg-muted overflow-hidden">
+                    )}
-                    <div
-                      className="h-full rounded-full bg-primary"
-                      style={{ width: `${Math.round(fact.confidence * 100)}%` }}
-                    />
                   </div>
-                  <span className="text-xs text-muted-foreground shrink-0">
+                ))}
-                    {Math.round(fact.confidence * 100)}%
-                  </span>
-                </div>
-                <p className="text-sm whitespace-pre-wrap [overflow-wrap:anywhere]">{fact.content}</p>
-                {fact.sourceError && (
-                  <p className="text-xs text-red-600 bg-red-50 rounded px-2 py-1">
-                    避免：{fact.sourceError}
-                  </p>
-                )}
               </div>
-            ))}
+            )}
           </div>
-        )}
+        </TabsContent>
-      </div>
+
+        {/* 用户画像 & 历史摘要 Tab */}
+        <TabsContent value="profile" className="mt-3 space-y-4">
+          {/* 用户画像 (userContext) */}
+          <div className="rounded-lg border p-4 space-y-2">
+            <h3 className="text-base font-medium">用户画像</h3>
+            {ctxEntries.length === 0 ? (
+              <p className="text-sm text-muted-foreground">暂无画像信息，对话后系统会自动归纳。</p>
+            ) : (
+              <dl className="space-y-2">
+                {ctxEntries.map(([key, value]) => (
+                  <div key={key} className="text-sm">
+                    <dt className="font-medium text-muted-foreground mb-0.5">
+                      {CTX_LABELS[key] ?? key}
+                    </dt>
+                    <dd className="whitespace-pre-wrap [overflow-wrap:anywhere]">{value}</dd>
+                  </div>
+                ))}
+              </dl>
+            )}
+          </div>
+
+          {/* 历史摘要 (history) */}
+          <div className="rounded-lg border p-4 space-y-2">
+            <h3 className="text-base font-medium">历史摘要</h3>
+            {historyEntries.length === 0 ? (
+              <p className="text-sm text-muted-foreground">暂无历史摘要。</p>
+            ) : (
+              <dl className="space-y-2">
+                {historyEntries.map(([key, value]) => (
+                  <div key={key} className="text-sm">
+                    <dt className="font-medium text-muted-foreground mb-0.5">
+                      {HISTORY_LABELS[key] ?? key}
+                    </dt>
+                    <dd className="whitespace-pre-wrap [overflow-wrap:anywhere]">{value}</dd>
+                  </div>
+                ))}
+              </dl>
+            )}
+          </div>
+        </TabsContent>
+      </Tabs>
     </div>
   );
 }

frontend-web/src/components/workspace/settings/skill-settings-page.tsx

@@ -4,6 +4,8 @@ import {
   AlertCircle,
   ArchiveIcon,
   CheckCircle2,
+  ChevronLeftIcon,
+  ChevronRightIcon,
   ClockIcon,
   FileArchive,
   GlobeIcon,
@@ -11,6 +13,7 @@ import {
   LockIcon,
   PinIcon,
   PinOffIcon,
+  RefreshCwIcon,
   SparklesIcon,
   TagsIcon,
   Trash2Icon,
@@ -18,7 +21,7 @@ import {
   Upload,
 } from "lucide-react";
 import { useRouter } from "next/navigation";
-import { useCallback, useMemo, useRef, useState } from "react";
+import { useCallback, useEffect, useMemo, useRef, useState } from "react";
 import { toast } from "sonner";
 
 import { Badge } from "@/components/ui/badge";
@@ -57,6 +60,7 @@ import type { ValidateSkillUploadResponse } from "@/core/skills/api";
 import {
   useDeleteCustomSkill,
   useInstallSkillUpload,
+  useReconcileCustomSkills,
   useSetSkillPinned,
   useSetSkillPublished,
   useSkills,
@@ -81,6 +85,8 @@ export function SkillSettingsPage({ onClose }: { onClose?: () => void } = {}) {
   );
 }
 
+const PAGE_SIZE = 10;
+
 function SkillSettingsList({ onClose }: { onClose?: () => void }) {
   const { t } = useI18n();
   const router = useRouter();
@@ -90,6 +96,8 @@ function SkillSettingsList({ onClose }: { onClose?: () => void }) {
   const [archiveSheetOpen, setArchiveSheetOpen] = useState(false);
   const [search, setSearch] = useState("");
   const [tagIds, setTagIds] = useState<string[]>([]);
+  const [page, setPage] = useState(1);
+  const reconcileMutation = useReconcileCustomSkills();
   // Name + tag filtering is resolved server-side via the /api/skills query.
   const { skills, isLoading, error } = useSkills({ search, tagIds });
 
@@ -140,10 +148,39 @@ function SkillSettingsList({ onClose }: { onClose?: () => void }) {
   const staleCount = staleVisible.length;
   const archivedCount = archivedVisible.length;
 
+  const totalPages = Math.max(1, Math.ceil(filteredSkills.length / PAGE_SIZE));
+  // Filter / search / tag changes may shrink the result set — pull the page
+  // back into range without forcing a reset on every keystroke.
+  useEffect(() => {
+    if (page > totalPages) setPage(totalPages);
+  }, [page, totalPages]);
+  const pagedSkills = useMemo(
+    () => filteredSkills.slice((page - 1) * PAGE_SIZE, page * PAGE_SIZE),
+    [filteredSkills, page],
+  );
+
   const handleCreateSkill = () => {
     onClose?.();
     router.push("/?mode=skill");
   };
+
+  const handleRescan = async () => {
+    try {
+      const result = await reconcileMutation.mutateAsync();
+      if (result.adopted.length > 0) {
+        toast.success(
+          t.settings.skills.rescanSkillsAdopted.replace(
+            "{count}",
+            String(result.adopted.length),
+          ),
+        );
+      } else {
+        toast.info(t.settings.skills.rescanSkillsNoop);
+      }
+    } catch (err) {
+      toast.error(err instanceof Error ? err.message : String(err));
+    }
+  };
   return (
     <div className="flex w-full flex-col gap-4">
       <header className="flex flex-wrap items-center justify-between gap-3">
@@ -190,6 +227,25 @@ function SkillSettingsList({ onClose }: { onClose?: () => void }) {
             <TrendingUpIcon className="size-4" />
             {t.settings.skills.goToEvolution}
           </Button>
+          <Button
+            size="sm"
+            variant="outline"
+            onClick={() => void handleRescan()}
+            disabled={
+              reconcileMutation.isPending ||
+              env.NEXT_PUBLIC_STATIC_WEBSITE_ONLY === "true"
+            }
+            title={t.settings.skills.rescanSkills}
+          >
+            {reconcileMutation.isPending ? (
+              <Loader2 className="size-4 animate-spin" />
+            ) : (
+              <RefreshCwIcon className="size-4" />
+            )}
+            {reconcileMutation.isPending
+              ? t.settings.skills.rescanSkillsRunning
+              : t.settings.skills.rescanSkills}
+          </Button>
           <Button
             size="sm"
             variant="outline"
@@ -220,7 +276,7 @@ function SkillSettingsList({ onClose }: { onClose?: () => void }) {
       )}
       {!isLoading && !error &&
         filteredSkills.length > 0 &&
-        filteredSkills.map((skill) => (
+        pagedSkills.map((skill) => (
           <SkillRow
             key={skill.name}
             skill={skill}
@@ -228,6 +284,33 @@ function SkillSettingsList({ onClose }: { onClose?: () => void }) {
             isAdmin={isAdmin}
           />
         ))}
+      {!isLoading && !error && totalPages > 1 && (
+        <div className="flex items-center justify-end gap-2 pt-1">
+          <Button
+            size="sm"
+            variant="outline"
+            disabled={page <= 1}
+            onClick={() => setPage((p) => Math.max(1, p - 1))}
+          >
+            <ChevronLeftIcon className="size-4" />
+            {t.settings.skills.paginationPrev}
+          </Button>
+          <span className="text-muted-foreground text-xs">
+            {t.settings.skills.paginationPageOf
+              .replace("{page}", String(page))
+              .replace("{total}", String(totalPages))}
+          </span>
+          <Button
+            size="sm"
+            variant="outline"
+            disabled={page >= totalPages}
+            onClick={() => setPage((p) => Math.min(totalPages, p + 1))}
+          >
+            {t.settings.skills.paginationNext}
+            <ChevronRightIcon className="size-4" />
+          </Button>
+        </div>
+      )}
       <InstallSkillDialog
         open={installOpen}
         onClose={() => setInstallOpen(false)}

frontend-web/src/components/workspace/workspace-nav-menu.tsx

@@ -155,18 +155,10 @@ export function WorkspaceNavMenu() {
                   )}
                   {isAdmin && (
                     <DropdownMenuItem
-                      onClick={() => navigate("/page/workspace/admin/users")}
+                      onClick={() => navigate("/page/workspace/admin")}
                     >
                       <UsersIcon />
-                      用户管理
+                      用户中心
-                    </DropdownMenuItem>
-                  )}
-                  {isAdmin && (
-                    <DropdownMenuItem
-                      onClick={() => navigate("/page/workspace/admin/memory")}
-                    >
-                      <BrainIcon />
-                      记忆管理
                     </DropdownMenuItem>
                   )}
                   {isAdmin && (
@@ -179,16 +171,6 @@ export function WorkspaceNavMenu() {
                       定时任务管理
                     </DropdownMenuItem>
                   )}
-                  {isAdmin && (
-                    <DropdownMenuItem
-                      onClick={() =>
-                        navigate("/page/workspace/admin/user-activity")
-                      }
-                    >
-                      <HistoryIcon />
-                      用户活动审计
-                    </DropdownMenuItem>
-                  )}
                   {isAdmin && (
                     <DropdownMenuItem
                       onClick={() => navigate("/page/workspace/admin/tags")}

frontend-web/src/components/workspace/workspace-sidebar.tsx

@@ -12,6 +12,7 @@ import { useTheme } from "@/contexts/ThemeContext";
 import { cn } from "@/lib/utils";
 
 import { RecentChatList } from "./recent-chat-list";
+import { RecentWritingList } from "./recent-writing-list";
 import { WorkspaceHeader } from "./workspace-header";
 import { WorkspaceNavChatList } from "./workspace-nav-chat-list";
 import { WorkspaceNavMenu } from "./workspace-nav-menu";
@@ -45,6 +46,7 @@ export function WorkspaceSidebar({
         <SidebarContent>
           <WorkspaceNavChatList showCollapseTrigger={compactChrome} />
           {isSidebarOpen && <RecentChatList />}
+          {isSidebarOpen && <RecentWritingList />}
         </SidebarContent>
         {!compactChrome && (
           <SidebarFooter>

frontend-web/src/core/i18n/locales/en-US.ts

@@ -446,7 +446,14 @@ export const enUS: Translations = {
         "Manage the configuration and enabled status of the agent skills.",
       createSkill: "Create skill",
       installSkill: "Install skill",
+      rescanSkills: "Rescan skills directory",
+      rescanSkillsRunning: "Scanning…",
+      rescanSkillsAdopted: "Adopted {count} new skill(s)",
+      rescanSkillsNoop: "No new skills found on disk",
       goToEvolution: "Skill evolution",
+      paginationPrev: "Prev",
+      paginationNext: "Next",
+      paginationPageOf: "Page {page} of {total}",
       emptyTitle: "No agent skill yet",
       emptyDescription:
         "Put your agent skill folders under the `/skills/custom` folder under the root folder of CM Assistant.",

frontend-web/src/core/i18n/locales/types.ts

@@ -381,7 +381,14 @@ export interface Translations {
       description: string;
       createSkill: string;
       installSkill: string;
+      rescanSkills: string;
+      rescanSkillsRunning: string;
+      rescanSkillsAdopted: string;
+      rescanSkillsNoop: string;
       goToEvolution: string;
+      paginationPrev: string;
+      paginationNext: string;
+      paginationPageOf: string;
       emptyTitle: string;
       emptyDescription: string;
       emptyButton: string;

frontend-web/src/core/i18n/locales/zh-CN.ts

@@ -427,7 +427,14 @@ export const zhCN: Translations = {
       description: "管理 Agent Skill 配置和启用状态。",
       createSkill: "新建技能",
       installSkill: "安装技能",
+      rescanSkills: "重新扫描技能目录",
+      rescanSkillsRunning: "扫描中…",
+      rescanSkillsAdopted: "已收纳 {count} 个新技能",
+      rescanSkillsNoop: "没有发现需要收纳的新技能",
       goToEvolution: "自我进化",
+      paginationPrev: "上一页",
+      paginationNext: "下一页",
+      paginationPageOf: "第 {page} / {total} 页",
       emptyTitle: "还没有技能",
       emptyDescription:
         "将你的 Agent Skill 文件夹放在 CM 助手 根目录下的 `/skills/custom` 文件夹中。",

frontend-web/src/core/messages/search-results.ts

@@ -277,9 +277,14 @@ function normalizeSearchResultItem(raw: unknown): SearchResultItem | null {
 
   const layers = collectNestedRecords(record);
 
+  const indexLabel = pickString(record.index, record.idx, record.rank, record.no);
+
   let title =
     pickFromLayers(layers, TITLE_ALIASES) ??
     pickByKeyPattern(layers, TITLE_KEY_PATTERN, { maxLength: 200 });
+  if (!title && indexLabel) {
+    title = `结果 ${indexLabel}`;
+  }
   let content =
     pickFromLayers(layers, CONTENT_ALIASES) ??
     pickByKeyPattern(layers, CONTENT_KEY_PATTERN, { excludeUrl: true });
@@ -313,7 +318,8 @@ function normalizeSearchResultItem(raw: unknown): SearchResultItem | null {
     title = pickShortTitleFallback(layers, reserved);
   }
 
-  if (!title && !content && !url) {
+  // 内网检索可能只有 index + 空 title/content_preview，仍展示占位卡片
+  if (!title && !content && !url && !indexLabel) {
     return null;
   }
 

frontend-web/src/core/messages/utils.ts

@@ -1,5 +1,7 @@
 import type { AIMessage, Message } from "@langchain/langgraph-sdk";
 
+import { hasSearchResultPayload } from "@/core/messages/search-results";
+
 interface GenericMessageGroup<T = string> {
   type: T;
   id: string | undefined;
@@ -141,21 +143,63 @@ export function groupMessages<T>(
 }
 
 export function extractTextFromMessage(message: Message) {
-  if (typeof message.content === "string") {
+  const payload = extractToolResultPayload(message);
-    return (
+  if (typeof payload === "string") {
-      splitInlineReasoningFromAIMessage(message)?.content ??
+    return payload;
-      message.content.trim()
-    );
   }
-  if (Array.isArray(message.content)) {
+  if (payload && typeof payload === "object") {
-    return message.content
+    try {
-      .map((content) => (content.type === "text" ? content.text : ""))
+      return JSON.stringify(payload);
-      .join("\n")
+    } catch {
-      .trim();
+      return "";
+    }
   }
   return "";
 }
 
+/**
+ * Tool / skill 返回值可能是 JSON 字符串，也可能是结构化对象
+ *（如内网检索：{ success, query, count, results: [{ title, content_preview }] }）。
+ */
+export function extractToolResultPayload(
+  message: Message,
+): string | Record<string, unknown> | undefined {
+  const { content } = message;
+
+  if (typeof content === "string") {
+    const trimmed = content.trim();
+    return trimmed || undefined;
+  }
+
+  if (content && typeof content === "object" && !Array.isArray(content)) {
+    return content as Record<string, unknown>;
+  }
+
+  if (Array.isArray(content)) {
+    const textParts: string[] = [];
+    for (const part of content) {
+      if (!part || typeof part !== "object") {
+        continue;
+      }
+      const block = part as Record<string, unknown>;
+      if (block.type === "text" && typeof block.text === "string") {
+        textParts.push(block.text);
+        continue;
+      }
+      if (block.type === "json" && block.json && typeof block.json === "object") {
+        return block.json as Record<string, unknown>;
+      }
+      if (hasSearchResultPayload(block)) {
+        return block;
+      }
+    }
+    const joined = textParts.join("\n").trim();
+    return joined || undefined;
+  }
+
+  return undefined;
+}
+
 const THINK_TAG_RE = /<think>\s*([\s\S]*?)\s*<\/think>/g;
 
 function splitInlineReasoning(content: string) {
@@ -335,15 +379,37 @@ export function hasSubagent(message: AIMessage) {
   return false;
 }
 
-export function findToolCallResult(toolCallId: string, messages: Message[]) {
+export function findToolCallResult(
+  toolCallId: string,
+  messages: Message[],
+  toolName?: string,
+): string | Record<string, unknown> | undefined {
   for (const message of messages) {
-    if (message.type === "tool" && message.tool_call_id === toolCallId) {
+    if (message.type !== "tool" || message.tool_call_id !== toolCallId) {
-      const content = extractTextFromMessage(message);
+      continue;
-      if (content) {
+    }
-        return content;
+    const payload = extractToolResultPayload(message);
+    if (payload !== undefined) {
+      return payload;
+    }
+  }
+
+  // updates 流里偶发缺少 tool_call_id，但 content 已是检索结构
+  if (toolName) {
+    for (const message of messages) {
+      if (message.type !== "tool" || message.name !== toolName) {
+        continue;
+      }
+      if (message.tool_call_id && message.tool_call_id !== toolCallId) {
+        continue;
+      }
+      const payload = extractToolResultPayload(message);
+      if (payload !== undefined && hasSearchResultPayload(payload)) {
+        return payload;
       }
     }
   }
+
   return undefined;
 }
 

frontend-web/src/core/settings/local.ts

@@ -5,15 +5,15 @@ export const DEFAULT_LOCAL_SETTINGS: LocalSettings = {
     enabled: true,
   },
   display: {
-    streamSpeedMeterEnabled: false,
+    streamSpeedMeterEnabled: true,
   },
   context: {
-    model_name: undefined,
+    model_name: undefined,
-    mode: undefined,
+    mode: undefined,
-    reasoning_effort: undefined,
+    reasoning_effort: undefined,
-    writing_mode: false,
+    writing_mode: false,
-  },
+  },
-};
+};
 
 export const LOCAL_SETTINGS_KEY = "deerflow.local-settings";
 export const THREAD_MODEL_KEY_PREFIX = "deerflow.thread-model.";
@@ -29,7 +29,7 @@ export interface LocalSettings {
   display: {
     /**
      * Whether to render a small token/s speed meter while a streaming
-     * AI reply is in flight. Default off; controlled by the user from
+     * AI reply is in flight. Default on; controlled by the user from
      * the appearance settings page.
      */
     streamSpeedMeterEnabled: boolean;

frontend-web/src/core/skills/api.ts

@@ -135,6 +135,22 @@ export async function installSkillUpload(
   return response.json() as Promise<InstallSkillResponse>;
 }
 
+export interface ReconcileCustomSkillsResponse {
+  adopted: string[];
+  already_registered: string[];
+}
+
+export async function reconcileCustomSkills(): Promise<ReconcileCustomSkillsResponse> {
+  const response = await apiFetch(
+    `${getBackendBaseURL()}/api/skills/reconcile-custom`,
+    { method: "POST" },
+  );
+  if (!response.ok) {
+    throw await parseDetailedError(response, "Failed to reconcile skills directory");
+  }
+  return response.json() as Promise<ReconcileCustomSkillsResponse>;
+}
+
 export interface SetSkillPublishedResponse {
   name: string;
   owner_user_id: string | null;

frontend-web/src/core/skills/hooks.ts

@@ -11,6 +11,7 @@ import {
   getSkill,
   getSkillContent,
   installSkillUpload,
+  reconcileCustomSkills,
   setSkillDetail,
   setSkillPinned,
   setSkillPublished,
@@ -95,6 +96,16 @@ export function useInstallSkillUpload() {
   });
 }
 
+export function useReconcileCustomSkills() {
+  const queryClient = useQueryClient();
+  return useMutation({
+    mutationFn: () => reconcileCustomSkills(),
+    onSuccess: () => {
+      void queryClient.invalidateQueries({ queryKey: ["skills"] });
+    },
+  });
+}
+
 export function useSetSkillPublished() {
   const queryClient = useQueryClient();
   return useMutation({

frontend-web/src/open-canvas/components/ai-writing/AIWritingForm.tsx

@@ -19,6 +19,8 @@ import { useArticleTypes } from '../../hooks/useArticleTypes';
 interface AIWritingFormProps {
   onSubmit: (req: AIWritingRequest) => void;
   disabled?: boolean;
+  /** workspace 入口：隐藏检索关键词数量、严格模式、目标读者 */
+  hideAdvancedFields?: boolean;
 }
 
 interface ModelOption {
@@ -31,7 +33,14 @@ const INPUT_CLASS =
   'placeholder:text-muted-foreground focus-visible:outline-none focus-visible:ring-1 ' +
   'focus-visible:ring-ring disabled:opacity-50';
 
-export function AIWritingForm({ onSubmit, disabled }: AIWritingFormProps) {
+const DEFAULT_KEYWORD_COUNT = 6;
+const DEFAULT_AUDIENCE = '普通读者';
+
+export function AIWritingForm({
+  onSubmit,
+  disabled,
+  hideAdvancedFields = false,
+}: AIWritingFormProps) {
   const [intent, setIntent] = useState('');
   const [articleType, setArticleType] = useState('analysis');
   const [audience, setAudience] = useState('普通读者');
@@ -110,14 +119,18 @@ export function AIWritingForm({ onSubmit, disabled }: AIWritingFormProps) {
     e.preventDefault();
     if (!intent.trim()) return;
     const wordCount = Math.max(100, parseInt(wordCountInput, 10) || 800);
-    const keywordCount = Math.max(1, Math.min(10, parseInt(keywordCountInput, 10) || 6));
+    const keywordCount = hideAdvancedFields
+      ? DEFAULT_KEYWORD_COUNT
+      : Math.max(1, Math.min(10, parseInt(keywordCountInput, 10) || DEFAULT_KEYWORD_COUNT));
     onSubmit({
       userIntent: intent.trim(),
       articleType,
-      targetAudience: audience.trim() || '普通读者',
+      targetAudience: hideAdvancedFields
+        ? DEFAULT_AUDIENCE
+        : audience.trim() || DEFAULT_AUDIENCE,
       wordCountTarget: wordCount,
       keywordCount,
-      writingMode: strictMode ? 'strict' : 'loose',
+      writingMode: hideAdvancedFields ? 'loose' : strictMode ? 'strict' : 'loose',
       modelName: modelName || undefined,
     });
   }
@@ -173,53 +186,57 @@ export function AIWritingForm({ onSubmit, disabled }: AIWritingFormProps) {
         </div>
       </div>
 
-      <div className="space-y-1.5">
+      {!hideAdvancedFields && (
-        <label className="text-xs font-medium text-muted-foreground">检索关键词数量（1~10）</label>
+        <>
-        <input
+          <div className="space-y-1.5">
-          type="number"
+            <label className="text-xs font-medium text-muted-foreground">检索关键词数量（1~10）</label>
-          min={1}
+            <input
-          max={10}
+              type="number"
-          step={1}
+              min={1}
-          className={INPUT_CLASS}
+              max={10}
-          placeholder="6"
+              step={1}
-          value={keywordCountInput}
+              className={INPUT_CLASS}
-          onChange={(e) => setKeywordCountInput(e.target.value)}
+              placeholder="6"
-          onBlur={handleKeywordCountBlur}
+              value={keywordCountInput}
-          disabled={disabled}
+              onChange={(e) => setKeywordCountInput(e.target.value)}
-        />
+              onBlur={handleKeywordCountBlur}
-        <p className="text-[11px] text-muted-foreground/70">
+              disabled={disabled}
-          素材收集专家用几个关键词检索，越多素材越全面但耗时更长。
+            />
-        </p>
+            <p className="text-[11px] text-muted-foreground/70">
-      </div>
+              素材收集专家用几个关键词检索，越多素材越全面但耗时更长。
+            </p>
+          </div>
 
-      <div className="flex items-start gap-2 rounded-md border bg-muted/20 px-3 py-2">
+          <div className="flex items-start gap-2 rounded-md border bg-muted/20 px-3 py-2">
-        <input
+            <input
-          type="checkbox"
+              type="checkbox"
-          id="strict-mode"
+              id="strict-mode"
-          checked={strictMode}
+              checked={strictMode}
-          onChange={(e) => setStrictMode(e.target.checked)}
+              onChange={(e) => setStrictMode(e.target.checked)}
-          disabled={disabled}
+              disabled={disabled}
-          className="mt-0.5 size-3.5 shrink-0 accent-primary cursor-pointer"
+              className="mt-0.5 size-3.5 shrink-0 accent-primary cursor-pointer"
-        />
+            />
-        <label htmlFor="strict-mode" className="cursor-pointer select-none">
+            <label htmlFor="strict-mode" className="cursor-pointer select-none">
-          <span className="text-xs font-medium text-foreground/80">严格依据素材写作</span>
+              <span className="text-xs font-medium text-foreground/80">严格依据素材写作</span>
-          <p className="text-[11px] text-muted-foreground/70 mt-0.5 leading-relaxed">
+              <p className="text-[11px] text-muted-foreground/70 mt-0.5 leading-relaxed">
-            勾选后作家只依据检索素材写作，素材不足以支撑某章节时会暂停询问你；不勾选则可结合通用知识补充论述。
+                勾选后作家只依据检索素材写作，素材不足以支撑某章节时会暂停询问你；不勾选则可结合通用知识补充论述。
-          </p>
+              </p>
-        </label>
+            </label>
-      </div>
+          </div>
 
-      <div className="space-y-1.5">
+          <div className="space-y-1.5">
-        <label className="text-xs font-medium text-muted-foreground">目标读者</label>
+            <label className="text-xs font-medium text-muted-foreground">目标读者</label>
-        <input
+            <input
-          type="text"
+              type="text"
-          className={INPUT_CLASS}
+              className={INPUT_CLASS}
-          placeholder="普通读者 / 行业专家 / 政策决策者…"
+              placeholder="普通读者 / 行业专家 / 政策决策者…"
-          value={audience}
+              value={audience}
-          onChange={(e) => setAudience(e.target.value)}
+              onChange={(e) => setAudience(e.target.value)}
-          disabled={disabled}
+              disabled={disabled}
-        />
+            />
-      </div>
+          </div>
+        </>
+      )}
 
       {models.length > 0 && (
         <div className="space-y-1.5">

frontend-web/src/open-canvas/components/ai-writing/AIWritingHistoryDropdown.tsx

@@ -5,7 +5,7 @@ import { Button } from '@/components/ui/button';
 import { cn } from '@/lib/utils';
 import type { AIWritingSessionSummary } from '../../api/ai-writing-sessions';
 
-const STATUS_LABELS: Record<string, { label: string; color: string }> = {
+export const STATUS_LABELS: Record<string, { label: string; color: string }> = {
   in_progress: { label: '进行中', color: 'text-blue-500' },
   draft_ready:  { label: '草稿', color: 'text-amber-500' },
   review_ready: { label: '审核', color: 'text-purple-500' },
@@ -13,7 +13,7 @@ const STATUS_LABELS: Record<string, { label: string; color: string }> = {
   error:        { label: '错误', color: 'text-destructive' },
 };
 
-function formatRelative(isoStr: string): string {
+export function formatRelative(isoStr: string): string {
   const ms = Date.now() - new Date(isoStr).getTime();
   const mins = Math.floor(ms / 60000);
   if (mins < 1)  return '刚刚';
@@ -25,7 +25,7 @@ function formatRelative(isoStr: string): string {
   return new Date(isoStr).toLocaleDateString('zh-CN', { month: 'short', day: 'numeric' });
 }
 
-interface SessionItemProps {
+export interface SessionItemProps {
   session: AIWritingSessionSummary;
   isSelected: boolean;
   onSelect: () => void;
@@ -33,7 +33,7 @@ interface SessionItemProps {
   onRename: (title: string) => void;
 }
 
-function SessionItem({ session, isSelected, onSelect, onDelete, onRename }: SessionItemProps) {
+export function SessionItem({ session, isSelected, onSelect, onDelete, onRename }: SessionItemProps) {
   const [editing, setEditing] = useState(false);
   const [editValue, setEditValue] = useState(session.title);
   const inputRef = useRef<HTMLInputElement>(null);

frontend-web/src/open-canvas/components/ai-writing/AIWritingPanel.tsx

@@ -65,7 +65,11 @@ const STATUS_LABEL: Record<string, string> = {
   error: '出错了',
 };
 
-export function AIWritingPanel() {
+export function AIWritingPanel({
+  hideAdvancedFields = false,
+}: {
+  hideAdvancedFields?: boolean;
+} = {}) {
   const navigate = useNavigate();
   const { setArtifact } = useCanvasGraphContext();
   const { state, startWriting, submitIntervention, pauseWriting, resumeWriting, reset } = useAIWriting();
@@ -193,6 +197,35 @@ export function AIWritingPanel() {
     reset();
   }, [reset]);
 
+  // ── 侧边栏"最近写作"通信：两种路径 ────────────────────────────────────────
+  // 用 ref 包住 handler，保证事件监听器始终能拿到最新版本
+  const handleSelectHistoryRef = useRef(handleSelectHistory);
+  useEffect(() => {
+    handleSelectHistoryRef.current = handleSelectHistory;
+  }, [handleSelectHistory]);
+
+  // 路径1：导航进入本页面时，从 sessionStorage 恢复待打开的 session
+  useEffect(() => {
+    const raw = sessionStorage.getItem('ai-writing:pending-session');
+    if (!raw) return;
+    sessionStorage.removeItem('ai-writing:pending-session');
+    try {
+      const session = JSON.parse(raw) as AIWritingSessionSummary;
+      handleSelectHistoryRef.current(session);
+    } catch { /* ignore */ }
+  // eslint-disable-next-line react-hooks/exhaustive-deps
+  }, []); // 仅挂载时执行一次
+
+  // 路径2：已在本页面时，监听侧边栏触发的自定义事件
+  useEffect(() => {
+    function onOpenSession(e: Event) {
+      const session = (e as CustomEvent<AIWritingSessionSummary>).detail;
+      if (session) handleSelectHistoryRef.current(session);
+    }
+    window.addEventListener('ai-writing:open-session', onOpenSession);
+    return () => window.removeEventListener('ai-writing:open-session', onOpenSession);
+  }, []);
+
   // ── ⚠️ 临时调试：admin 一键清理所有过期会话 ────────────────────────────────
   // ai-writing-优化.md §阶段 7 删冗余代码时，本按钮 + 对应 api 一并删除。
   // 仅 admin 能成功调用（后端 _require_admin），普通用户调会拿到 403。
@@ -342,7 +375,10 @@ export function AIWritingPanel() {
       <div ref={scrollRef} className="absolute inset-0 overflow-y-auto">
         {/* 未开始时显示表单 */}
         {isIdle && (
-          <AIWritingForm onSubmit={startWriting} />
+          <AIWritingForm
+            onSubmit={startWriting}
+            hideAdvancedFields={hideAdvancedFields}
+          />
         )}
 
         {/* 意图解析：流式 → 结果卡片承接。
@@ -353,7 +389,11 @@ export function AIWritingPanel() {
           <IntentStreamingView text={state.intentStreamingText} thinkingText={state.intentThinkingText} />
         )}
         {state.parsedIntent && !state.intentStreamingText && (
-          <IntentResultCard intent={state.parsedIntent} articleTypes={articleTypes} />
+          <IntentResultCard
+            intent={state.parsedIntent}
+            articleTypes={articleTypes}
+            hideTargetAudience={hideAdvancedFields}
+          />
         )}
 
         {/* 运行中或完成后显示时间线 */}
@@ -484,20 +524,26 @@ export function AIWritingPanel() {
                   {articleTypes.find((t) => t.key === state.request!.articleType)?.label ?? state.request.articleType}
                 </span>
               </ReqRow>
-              <ReqRow label="目标读者">
+              {!hideAdvancedFields && (
-                <span className="text-muted-foreground">{state.request.targetAudience}</span>
+                <ReqRow label="目标读者">
-              </ReqRow>
+                  <span className="text-muted-foreground">{state.request.targetAudience}</span>
+                </ReqRow>
+              )}
               <ReqRow label="目标字数">
                 <span className="text-muted-foreground">{state.request.wordCountTarget} 字</span>
               </ReqRow>
-              <ReqRow label="检索关键词数量">
+              {!hideAdvancedFields && (
-                <span className="text-muted-foreground">{state.request.keywordCount} 个</span>
+                <>
-              </ReqRow>
+                  <ReqRow label="检索关键词数量">
-              <ReqRow label="写作模式">
+                    <span className="text-muted-foreground">{state.request.keywordCount} 个</span>
-                <span className="text-muted-foreground">
+                  </ReqRow>
-                  {state.request.writingMode === 'strict' ? '严格依据素材' : '宽松（可结合通用知识）'}
+                  <ReqRow label="写作模式">
-                </span>
+                    <span className="text-muted-foreground">
-              </ReqRow>
+                      {state.request.writingMode === 'strict' ? '严格依据素材' : '宽松（可结合通用知识）'}
+                    </span>
+                  </ReqRow>
+                </>
+              )}
               {state.request.modelName && (
                 <ReqRow label="写作模型">
                   <span className="text-muted-foreground">{state.request.modelName}</span>

frontend-web/src/open-canvas/components/ai-writing/IntentResultCard.tsx

@@ -6,13 +6,18 @@ import type { ArticleType } from '../../api/ai-writing-article-types';
 interface IntentResultCardProps {
   intent: ParsedIntent;
   articleTypes: ArticleType[];
+  hideTargetAudience?: boolean;
 }
 
 /**
  * 意图解析完成后的结构化卡片。展示 LLM 把用户原始意图理解成的四项：
  * 文章类型 / 目标读者 / 字数 / 精炼意图。在素材收集开始前作为"承上启下"的视觉锚点。
  */
-export function IntentResultCard({ intent, articleTypes }: IntentResultCardProps) {
+export function IntentResultCard({
+  intent,
+  articleTypes,
+  hideTargetAudience = false,
+}: IntentResultCardProps) {
   // article_type 后端给的是 key（如 "analysis"），UI 展示用 label（如 "分析报道"）
   const typeLabel =
     articleTypes.find((t) => t.key === intent.articleType)?.label ?? intent.articleType;
@@ -28,7 +33,9 @@ export function IntentResultCard({ intent, articleTypes }: IntentResultCardProps
         </div>
         <div className="px-3 py-2.5 space-y-1.5 text-xs">
           <Row label="文章类型" value={typeLabel} />
-          <Row label="目标读者" value={intent.targetAudience} />
+          {!hideTargetAudience && (
+            <Row label="目标读者" value={intent.targetAudience} />
+          )}
           <Row label="字数目标" value={`${intent.wordCountTarget} 字`} />
           {intent.refinedIntent && (
             <Row label="精炼意图" value={intent.refinedIntent} multiline />

frontend-web/src/open-canvas/pages/AIWritingPage.tsx

@@ -103,7 +103,11 @@ const DRAFT_ID   = 'aw-draft';
 // Match the original canvas page proportions (chat=35, artifact=65)
 const DEFAULT_LAYOUT = { [WRITING_ID]: 35, [DRAFT_ID]: 65 };
 
-export default function AIWritingPage() {
+export default function AIWritingPage({
+  hideAdvancedFields = false,
+}: {
+  hideAdvancedFields?: boolean;
+} = {}) {
   const layoutRef = useRef<GroupImperativeHandle>(null);
 
   return (
@@ -128,7 +132,7 @@ export default function AIWritingPage() {
               >
                 {/* 与原布局保持相同的 flex-1 min-h-0 包裹，确保内部 h-full 正确解析 */}
                 <div className="flex-1 min-h-0 overflow-hidden">
-                  <AIWritingPanel />
+                  <AIWritingPanel hideAdvancedFields={hideAdvancedFields} />
                 </div>
               </ResizablePanel>
 

frontend-web/src/pages/AdminUserHubPage.tsx

@@ -0,0 +1,5 @@
+import { AdminUserHub } from "@/components/workspace/admin/admin-user-hub";
+
+export default function AdminUserHubPage() {
+  return <AdminUserHub />;
+}

frontend-web/src/pages/AgentChatPage.tsx

@@ -3,7 +3,7 @@
 import { BotIcon, PlusSquare } from "lucide-react";
 import { useParams, useRouter } from "next/navigation";
 import { useRouteBase } from "@/core/route-base";
-import { useCallback, useEffect, useState } from "react";
+import { useCallback, useEffect, useRef, useState } from "react";
 
 import type { PromptInputMessage } from "@/components/ai-elements/prompt-input";
 import { Button } from "@/components/ui/button";
@@ -36,14 +36,33 @@ export default function AgentChatPage() {
   const routeBase = useRouteBase();
   const { t } = useI18n();
   const [showFollowups, setShowFollowups] = useState(false);
-  const [hasStartedConversation, setHasStartedConversation] = useState(false);
   const router = useRouter();
 
   const { agent_id } = useParams<{
     agent_id: string;
   }>();
 
-  const { agent } = useAgent(agent_id);
+  // If ChatPage stashed an opening message for this agent, skip the landing
+  // screen on first render so the user doesn't see a flash of the welcome UI
+  // before the auto-sent message takes over.
+  const hasPendingForThisAgent = () => {
+    if (typeof window === "undefined" || !agent_id) return false;
+    try {
+      const raw = sessionStorage.getItem("pendingAgentMessage");
+      if (!raw) return false;
+      const parsed = JSON.parse(raw);
+      return parsed?.agentId === agent_id && !!parsed?.text;
+    } catch {
+      return false;
+    }
+  };
+  const [hasStartedConversation, setHasStartedConversation] = useState(
+    hasPendingForThisAgent,
+  );
+
+  const { agent, isLoading: isAgentLoading } = useAgent(agent_id);
+  const agentDisplayName =
+    agent?.name ?? (isAgentLoading ? t.common.loading : "");
 
   const { threadId, setThreadId, isNewThread, setIsNewThread } =
     useThreadChat();
@@ -52,9 +71,10 @@ export default function AgentChatPage() {
 
   useEffect(() => {
     if (isNewThread) {
-      setHasStartedConversation(false);
+      setHasStartedConversation(hasPendingForThisAgent());
     }
-  }, [isNewThread, threadId]);
+    // eslint-disable-next-line react-hooks/exhaustive-deps
+  }, [isNewThread, threadId, agent_id]);
 
   const { showNotification } = useNotification();
   const [thread, sendMessage] = useThreadStream({
@@ -100,6 +120,26 @@ export default function AgentChatPage() {
     [sendMessage, threadId, agent_id],
   );
 
+  // ChatPage stashes the opening message in sessionStorage when the user picks
+  // an agent on the landing screen, then redirects here. Replay it once so the
+  // user doesn't have to re-type the question on the agent chat page.
+  const pendingMessageHandled = useRef(false);
+  useEffect(() => {
+    if (pendingMessageHandled.current) return;
+    if (!agent_id || !isNewThread || hasStartedConversation) return;
+    let pending: { agentId?: string; text?: string } | null = null;
+    try {
+      const raw = sessionStorage.getItem("pendingAgentMessage");
+      if (raw) pending = JSON.parse(raw);
+    } catch {
+      pending = null;
+    }
+    if (!pending || pending.agentId !== agent_id || !pending.text) return;
+    pendingMessageHandled.current = true;
+    sessionStorage.removeItem("pendingAgentMessage");
+    handleSubmit({ text: pending.text, files: [] });
+  }, [agent_id, isNewThread, hasStartedConversation, handleSubmit]);
+
   const handleClarificationSubmit = useCallback(
     (answer: string) => {
       setHasStartedConversation(true);
@@ -133,8 +173,11 @@ export default function AgentChatPage() {
             {/* Agent badge */}
             <div className="flex shrink-0 items-center gap-1.5 rounded-md border px-2 py-1">
               <BotIcon className="text-primary h-3.5 w-3.5" />
-              <span className="text-xs font-medium">
+              <span
-                {agent?.name ?? agent_id}
+                className="max-w-[200px] truncate text-xs font-medium"
+                title={agentDisplayName}
+              >
+                {agentDisplayName}
               </span>
             </div>
 
@@ -180,8 +223,8 @@ export default function AgentChatPage() {
                   "relative w-full",
                   isLandingState && "-translate-y-[calc(50vh-96px)]",
                   isLandingState
-                    ? "max-w-(--container-width-sm)"
+                    ? "max-w-(--container-width-md)"
-                    : "max-w-(--container-width-md)",
+                    : "max-w-(--container-width-lg)",
                 )}
               >
                 <div className="absolute -top-4 right-0 left-0 z-0">
@@ -212,7 +255,7 @@ export default function AgentChatPage() {
                     context={settings.context}
                     extraHeader={
                       isLandingState && (
-                        <AgentWelcome agent={agent} agentName={agent?.name ?? agent_id} />
+                        <AgentWelcome agent={agent} agentName={agentDisplayName} />
                       )
                     }
                     disabled={env.NEXT_PUBLIC_STATIC_WEBSITE_ONLY === "true"}

frontend-web/src/pages/LightAppNoteQAPage.tsx

@@ -0,0 +1,126 @@
+"use client";
+
+import { useState } from "react";
+import { BookOpen, Plus, Send } from "lucide-react";
+
+import { useTheme } from "@/contexts/ThemeContext";
+import { cn } from "@/lib/utils";
+
+export default function LightAppNoteQAPage() {
+  const { theme } = useTheme();
+  const isDark = theme === "dark";
+  const [question, setQuestion] = useState("");
+
+  const handleSubmit = () => {
+    if (!question.trim()) return;
+    setQuestion("");
+  };
+
+  return (
+    <div
+      className={cn(
+        "relative h-full w-full overflow-hidden",
+        isDark ? "bg-slate-950" : "bg-white",
+      )}
+    >
+      {/* 背景光晕 */}
+      <div
+        className="pointer-events-none absolute inset-0"
+        style={{
+          background: isDark
+            ? "radial-gradient(ellipse 60% 50% at 50% 46%, rgba(59,130,246,0.10) 0%, rgba(139,92,246,0.06) 50%, transparent 70%)"
+            : "radial-gradient(ellipse 60% 50% at 50% 46%, rgba(147,197,253,0.38) 0%, rgba(165,180,252,0.18) 50%, transparent 70%)",
+        }}
+      />
+
+      {/* 主内容 */}
+      <div className="relative flex h-full flex-col items-center justify-center -translate-y-10">
+        <div className="flex w-full max-w-[520px] flex-col items-center gap-4 px-6">
+
+          {/* 笔记图标 */}
+          <div
+            className={cn(
+              "flex h-12 w-10 shrink-0 items-center justify-center rounded shadow-sm",
+              isDark ? "bg-violet-400 text-slate-950" : "bg-[#4d3f74] text-white",
+            )}
+          >
+            <BookOpen className="h-6 w-6" />
+          </div>
+
+          {/* 笔记标题 */}
+          <h1
+            className={cn(
+              "text-xl font-semibold tracking-tight",
+              isDark ? "text-slate-100" : "text-slate-900",
+            )}
+          >
+            笔记01
+          </h1>
+
+          {/* 新增来源按钮 */}
+          <button
+            type="button"
+            className={cn(
+              "flex items-center gap-1.5 rounded-full px-4 py-1 text-sm font-medium transition-colors",
+              isDark
+                ? "bg-sky-500/20 text-sky-300 hover:bg-sky-500/30"
+                : "bg-sky-100 text-sky-600 hover:bg-sky-200",
+            )}
+          >
+            <Plus className="h-3.5 w-3.5" />
+            新增来源
+          </button>
+
+          {/* 问答输入框 */}
+          <div
+            className={cn(
+              "mt-3 flex w-full items-center gap-3 rounded-full px-5 py-3.5",
+              isDark
+                ? "bg-slate-800 ring-1 ring-white/10"
+                : "bg-white shadow-sm ring-1 ring-black/5",
+            )}
+          >
+            <Plus
+              className={cn(
+                "h-4 w-4 shrink-0",
+                isDark ? "text-slate-500" : "text-slate-400",
+              )}
+            />
+            <input
+              value={question}
+              onChange={(e) => setQuestion(e.target.value)}
+              onKeyDown={(e) => {
+                if (e.key === "Enter") {
+                  e.preventDefault();
+                  handleSubmit();
+                }
+              }}
+              placeholder="开始问答"
+              className={cn(
+                "min-w-0 flex-1 bg-transparent text-sm outline-none",
+                isDark
+                  ? "text-slate-200 placeholder:text-slate-500"
+                  : "text-slate-700 placeholder:text-slate-400",
+              )}
+            />
+            {question.trim() && (
+              <button
+                type="button"
+                onClick={handleSubmit}
+                className={cn(
+                  "flex h-7 w-7 shrink-0 items-center justify-center rounded-full transition-colors",
+                  isDark
+                    ? "bg-sky-500 text-white hover:bg-sky-400"
+                    : "bg-[#F5222D] text-white hover:bg-[#CF1322]",
+                )}
+                aria-label="发送"
+              >
+                <Send className="h-3.5 w-3.5" />
+              </button>
+            )}
+          </div>
+        </div>
+      </div>
+    </div>
+  );
+}

frontend-web/src/pages/PublicScheduledTaskPage.tsx

@@ -193,6 +193,19 @@ function formatDate(value?: string | null): string {
   return value ? new Date(value).toLocaleString() : "暂无";
 }
 
+/**
+ * Compact "M月D日" badge prefixed to each run title so visually identical
+ * names (the agent often emits the same title every run) become scannable.
+ * Returns empty string for an invalid / missing date so the title falls back
+ * to its bare form instead of rendering "Invalid Date".
+ */
+function formatScheduledDatePrefix(value?: string | null): string {
+  if (!value) return "";
+  const date = new Date(value);
+  if (Number.isNaN(date.getTime())) return "";
+  return `${date.getMonth() + 1}月${date.getDate()}日`;
+}
+
 function isMarkdownFile(file: { name: string; kind?: string | null; mime_type?: string | null }): boolean {
   const name = file.name.toLowerCase();
   return (
@@ -373,6 +386,7 @@ export default function PublicScheduledTaskPage() {
                   const runTitle = stripTimestampSuffix(
                     run.result?.title || formatDate(run.scheduled_for),
                   );
+                  const datePrefix = formatScheduledDatePrefix(run.scheduled_for);
                   const isDeletingThis =
                     deleteRunMutation.isPending && deleteRunMutation.variables === run.id;
                   return (
@@ -398,13 +412,18 @@ export default function PublicScheduledTaskPage() {
                             <TooltipTrigger asChild>
                               <div
                                 className="text-sm leading-snug font-medium break-all"
-                                title={runTitle}
+                                title={datePrefix ? `${datePrefix} · ${runTitle}` : runTitle}
                               >
+                                {datePrefix && (
+                                  <span className="text-muted-foreground mr-1.5 text-xs font-normal tabular-nums">
+                                    {datePrefix}
+                                  </span>
+                                )}
                                 {runTitle}
                               </div>
                             </TooltipTrigger>
                             <TooltipContent side="right" className="max-w-[360px] break-all">
-                              {runTitle}
+                              {datePrefix ? `${datePrefix} · ${runTitle}` : runTitle}
                             </TooltipContent>
                           </Tooltip>
                           <div className="text-muted-foreground mt-1 text-xs">

frontend-web/src/pages/ScheduledTasksPage.tsx

@@ -758,11 +758,11 @@ export default function ScheduledTasksPage() {
       </Dialog>
 
       <Dialog open={creating || !!editing} onOpenChange={(open) => !open && closeDialog()}>
-        <DialogContent className="max-w-2xl">
+        <DialogContent className="max-w-2xl overflow-hidden">
-          <DialogHeader>
+          <DialogHeader className="min-w-0">
             <DialogTitle>{creating ? "新建定时任务" : "编辑定时任务"}</DialogTitle>
           </DialogHeader>
-          <div className="flex flex-col gap-3">
+          <div className="flex min-w-0 flex-col gap-3">
             <Input
               value={form.name}
               onChange={(event) =>
@@ -798,15 +798,20 @@ export default function ScheduledTasksPage() {
                 }))
               }
             >
-              <SelectTrigger>
+              <SelectTrigger className="w-full min-w-0 max-w-full overflow-hidden [&>span]:min-w-0 [&>span]:flex-1 [&>span]:truncate">
                 <SelectValue placeholder="选择执行智能体" />
               </SelectTrigger>
-              <SelectContent>
+              <SelectContent
+                position="popper"
+                className="w-[var(--radix-select-trigger-width)] max-w-[var(--radix-select-trigger-width)]"
+              >
                 <SelectItem value="__default__">默认助手（不指定）</SelectItem>
                 {agents.map((agent) => (
                   <SelectItem key={agent.id} value={agent.id}>
-                    {agent.name}
+                    <span className="block truncate">
-                    {agent.description ? ` — ${agent.description}` : ""}
+                      {agent.name}
+                      {agent.description ? ` — ${agent.description}` : ""}
+                    </span>
                   </SelectItem>
                 ))}
               </SelectContent>

frontend-web/src/pages/StrategyRoutes.tsx

@@ -26,6 +26,7 @@ import AdminUserActivityPage from "./AdminUserActivityPage";
 import TagsPage from "./TagsPage";
 import LightAppNewNotePage from "./LightAppNewNotePage";
 import LightAppNoteListPage from "./LightAppNoteListPage";
+import LightAppNoteQAPage from "./LightAppNoteQAPage";
 
 export default function StrategyRoutes() {
   return (
@@ -41,6 +42,7 @@ export default function StrategyRoutes() {
         {/* 轻应用 */}
         <Route path="light-app/new-note" element={<LightAppNewNotePage />} />
         <Route path="light-app/notes" element={<LightAppNoteListPage />} />
+        <Route path="light-app/note-qa" element={<LightAppNoteQAPage />} />
 
         {/* 对话 */}
         <Route path="chats" element={<ChatsPage />} />

frontend-web/src/pages/WorkspaceRoutes.tsx

@@ -29,6 +29,7 @@ import SkillsPage from "./SkillsPage";
 import UsersPage from "./UsersPage";
 import AdminUserActivityPage from "./AdminUserActivityPage";
 import AdminMemoryPage from "./AdminMemoryPage";
+import AdminUserHubPage from "./AdminUserHubPage";
 import TagsPage from "./TagsPage";
 import RecommendedQuestionsPage from "./RecommendedQuestionsPage";
 import AIWritingPage from "@/open-canvas/pages/AIWritingPage";
@@ -182,7 +183,7 @@ export default function WorkspaceRoutes({
         path="ai-writing"
         element={
           <WorkspaceLayout {...layoutProps}>
-            <AIWritingPage />
+            <AIWritingPage hideAdvancedFields />
           </WorkspaceLayout>
         }
       />
@@ -206,18 +207,32 @@ export default function WorkspaceRoutes({
           </WorkspaceLayout>
         }
       />
+      {/* Unified admin user hub */}
       <Route
-        path="admin/users"
+        path="admin"
         element={
           getStoredAuth()?.system_role === "admin" ? (
-            <WorkspaceLayout {...layoutProps}>
+            <WorkspaceLayout {...layoutProps} pageSidebarHidden>
-              <UsersPage />
+              <AdminUserHubPage />
             </WorkspaceLayout>
           ) : (
             <Navigate to="/page/workspace/chats/new" replace />
           )
         }
       />
+      {/* Legacy redirects */}
+      <Route
+        path="admin/users"
+        element={<Navigate to="/page/workspace/admin" replace />}
+      />
+      <Route
+        path="admin/user-activity"
+        element={<Navigate to="/page/workspace/admin" replace />}
+      />
+      <Route
+        path="admin/memory"
+        element={<Navigate to="/page/workspace/admin" replace />}
+      />
       <Route
         path="admin/scheduled-tasks"
         element={
@@ -230,30 +245,6 @@ export default function WorkspaceRoutes({
           )
         }
       />
-      <Route
-        path="admin/user-activity"
-        element={
-          getStoredAuth()?.system_role === "admin" ? (
-            <WorkspaceLayout {...layoutProps}>
-              <AdminUserActivityPage />
-            </WorkspaceLayout>
-          ) : (
-            <Navigate to="/page/workspace/chats/new" replace />
-          )
-        }
-      />
-      <Route
-        path="admin/memory"
-        element={
-          getStoredAuth()?.system_role === "admin" ? (
-            <WorkspaceLayout {...layoutProps}>
-              <AdminMemoryPage />
-            </WorkspaceLayout>
-          ) : (
-            <Navigate to="/page/workspace/chats/new" replace />
-          )
-        }
-      />
       <Route
         path="admin/tags"
         element={

offline-backend-20260512/backend/app/gateway/routers/admin_users.py

@@ -181,9 +181,10 @@ async def get_user_memory(user_id: str, request: Request) -> AdminMemoryResponse
         # V1 模式：每个桶读 memory.json，内容为 {facts, user, history}
         buckets: list[AdminMemoryBucket] = []
         try:
-            buckets.append(AdminMemoryBucket(name="global", display_name="用户记忆", data=_read_v1_memory_bucket(user_id, None)))
+            buckets.append(AdminMemoryBucket(name="default", display_name="默认助手", data=_read_v1_memory_bucket(user_id, None)))
         except Exception:
-            buckets.append(AdminMemoryBucket(name="global", display_name="用户记忆", data={}))
+            logger.exception("Failed to read V1 global memory for user %s", user_id)
+            buckets.append(AdminMemoryBucket(name="default", display_name="默认助手", data={}))
 
         for agent in owned_agents:
             agent_id: str = agent["id"]
@@ -198,7 +199,7 @@ async def get_user_memory(user_id: str, request: Request) -> AdminMemoryResponse
 
     # V2 模式：读 USER.md / MEMORY.md，内容为 {entries: [...]}
     buckets = [
-        AdminMemoryBucket(name="global", display_name="用户画像", data=_read_memory_bucket(user_id, None))
+        AdminMemoryBucket(name="default", display_name="默认助手", data=_read_memory_bucket(user_id, None))
     ]
     for agent in owned_agents:
         agent_id = agent["id"]

offline-backend-20260512/backend/app/gateway/routers/memory.py

@@ -39,7 +39,7 @@ router = APIRouter(prefix="/api", tags=["memory"])
 
 
 # 表示"全局桶 (无 agent)"的 agent 取值。
-_GLOBAL_AGENT_VALUES: frozenset[str] = frozenset({"", "global", "__global__"})
+_GLOBAL_AGENT_VALUES: frozenset[str] = frozenset({"", "global", "__global__", "default"})
 
 
 def _resolve_agent_name(agent: str | None) -> str | None:

offline-backend-20260512/backend/app/gateway/routers/skills.py

@@ -161,6 +161,13 @@ class SkillUploadValidateResponse(BaseModel):
     warnings: list[str] = Field(default_factory=list, description="Non-fatal warnings to surface to the user")
 
 
+class SkillReconcileResponse(BaseModel):
+    """Response model for reconciling custom skills found on disk."""
+
+    adopted: list[str] = Field(default_factory=list, description="Skills found on disk that had no DB row; now owned by the caller")
+    already_registered: list[str] = Field(default_factory=list, description="Skills found on disk that already had a DB row (unchanged)")
+
+
 class CustomSkillContentResponse(SkillResponse):
     content: str = Field(..., description="Raw SKILL.md content")
 
@@ -483,6 +490,54 @@ async def install_skill(
         raise HTTPException(status_code=500, detail=f"Failed to install skill: {str(e)}")
 
 
+@router.post(
+    "/skills/reconcile-custom",
+    response_model=SkillReconcileResponse,
+    summary="Adopt Orphan Custom Skills",
+    description=(
+        "Scan the on-disk ``skills/custom/`` directory and register any skill that has a "
+        "valid SKILL.md but no DB ownership row. Adopted skills are recorded as owned by "
+        "the calling user with ``published=false``. Skips skills that already have a row "
+        "(regardless of owner). Useful after manually unzipping skills onto the filesystem."
+    ),
+)
+async def reconcile_custom_skills(
+    request: Request,
+    config: AppConfig = Depends(get_config),
+    skill_store: SkillStore = Depends(get_skill_store),
+) -> SkillReconcileResponse:
+    try:
+        user_id = _current_user_id(request)
+        storage = get_or_new_skill_storage(app_config=config)
+        custom_skills = [s for s in storage.load_skills(enabled_only=False) if s.category == SkillCategory.CUSTOM]
+
+        adopted: list[str] = []
+        already: list[str] = []
+        for skill in custom_skills:
+            existing = await skill_store.get_any(skill.name)
+            if existing is not None:
+                already.append(skill.name)
+                continue
+            await skill_store.ensure_legacy(
+                {"name": skill.name, "owner_user_id": user_id, "published": False}
+            )
+            try:
+                from deerflow.skills.usage import mark_uploaded
+                mark_uploaded(skill.name)
+            except Exception:
+                pass
+            adopted.append(skill.name)
+
+        if adopted:
+            await refresh_skills_system_prompt_cache_async()
+        return SkillReconcileResponse(adopted=adopted, already_registered=already)
+    except HTTPException:
+        raise
+    except Exception as e:
+        logger.error("Failed to reconcile custom skills: %s", e, exc_info=True)
+        raise HTTPException(status_code=500, detail=f"Failed to reconcile custom skills: {e}")
+
+
 @router.get("/skills/custom", response_model=SkillsListResponse, summary="List Custom Skills")
 async def list_custom_skills(
     request: Request,

offline-backend-20260512/backend/config.yaml

@@ -125,6 +125,8 @@ sandbox:
 
 skills:
   path: D:\project\bj\deerflow-server\skills
+  security_scan:
+    enabled: false
 
 agents_api:
   enabled: true
@@ -147,7 +149,7 @@ checkpointer:
 #   users/{user_id}/memory_config.json > .deer-flow/memory_user_overrides.json > 此处
 memory:
   enabled: true
-  version: v2                      # 记忆版本: 'v1'(原版 DeerFlow, memory.json + LLM 自动提取)
+  version: v1                     # 记忆版本: 'v1'(原版 DeerFlow, memory.json + LLM 自动提取)
                                    #           'v2'(USER.md/MEMORY.md + 可选 Hindsight)
   provider: hindsight              # 'builtin' | 'hindsight'(外部 provider 名)
                                    # builtin 始终启用,这里只决定 external 选哪个

offline-backend-20260512/backend/packages/harness/deerflow/agents/lead_agent/prompt.py

@@ -464,11 +464,22 @@ You are {agent_name}, an internal super agent.
 - ❌ DO NOT skip clarification for "efficiency" - accuracy matters more than speed
 - ❌ DO NOT make assumptions when information is missing - ALWAYS ask
 - ❌ DO NOT proceed with guesses - STOP and call ask_clarification first
+- ❌ DO NOT cram several unrelated questions into one `question` string — split them into separate tool calls
 - ✅ Analyze the request in thinking → Identify unclear aspects → Ask BEFORE any action
 - ✅ If you identify the need for clarification in your thinking, you MUST call the tool IMMEDIATELY
 - ✅ After calling ask_clarification, execution will be interrupted automatically
 - ✅ Wait for user response - do NOT continue with assumptions
 
+**Batching multiple independent questions:**
+- When the request leaves **several independent aspects** unclear (e.g. project type AND tech stack
+  AND deployment target), call `ask_clarification` multiple times in the same turn — one call per
+  aspect, each with its own focused `question` and `options`.
+- The frontend groups all clarification cards from one turn into a single submission, so the user
+  answers them together in one reply. You will then receive ONE combined user message addressing
+  every question in order — read it carefully and match answers back to the questions you asked.
+- If the next question only makes sense after the previous answer (sequential dependency), ask
+  only the first one this turn and wait for the reply before asking the next.
+
 **How to Use:**
 ```python
 ask_clarification(

offline-backend-20260512/backend/packages/harness/deerflow/agents/memory/manager.py

@@ -288,7 +288,7 @@ def build_memory_manager(
 
     manager.initialize_all(
         user_id=user_id,
-        agent_id=agent_id or "default",
+        agent_id=agent_id,
         thread_id=thread_id,
         base_dir=base_dir,
     )

offline-backend-20260512/backend/packages/harness/deerflow/agents/middlewares/llm_error_handling_middleware.py

@@ -171,21 +171,21 @@ class LLMErrorHandlingMiddleware(AgentMiddleware[AgentState]):
 
     def _build_retry_message(self, attempt: int, wait_ms: int, reason: str) -> str:
         seconds = max(1, round(wait_ms / 1000))
-        reason_text = "provider is busy" if reason == "busy" else "provider request failed temporarily"
+        reason_text = "服务繁忙" if reason == "busy" else "网络/连接异常"
-        return f"LLM request retry {attempt}/{self.retry_max_attempts}: {reason_text}. Retrying in {seconds}s."
+        return f"大模型因{reason_text}调用失败，正在第 {attempt}/{self.retry_max_attempts} 次重试，{seconds} 秒后继续…"
 
     def _build_circuit_breaker_message(self) -> str:
-        return "The configured LLM provider is currently unavailable due to continuous failures. Circuit breaker is engaged to protect the system. Please wait a moment before trying again."
+        return "大模型因连续多次调用失败已被熔断保护，请稍候再试。"
 
     def _build_user_message(self, exc: BaseException, reason: str) -> str:
         detail = _extract_error_detail(exc)
         if reason == "quota":
-            return "The configured LLM provider rejected the request because the account is out of quota, billing is unavailable, or usage is restricted. Please fix the provider account and try again."
+            return "大模型因账户额度不足、账单异常或使用受限而拒绝请求，请检查模型账户后再试。"
         if reason == "auth":
-            return "The configured LLM provider rejected the request because authentication or access is invalid. Please check the provider credentials and try again."
+            return "大模型因鉴权失败或无访问权限而拒绝请求,请检查模型的 API Key 与权限配置后再试。"
         if reason in {"busy", "transient"}:
-            return "The configured LLM provider is temporarily unavailable after multiple retries. Please wait a moment and continue the conversation."
+            return "大模型因服务繁忙或网络异常，多次重试后仍未恢复,请稍候再继续。"
-        return f"LLM request failed: {detail}"
+        return f"大模型因「{detail}」原因调用失败。"
 
     def _emit_retry_event(self, attempt: int, wait_ms: int, reason: str) -> None:
         try:

offline-backend-20260512/backend/packages/harness/deerflow/agents/middlewares/memory_middleware.py

@@ -117,15 +117,18 @@ class MemoryMiddleware(AgentMiddleware[MemoryMiddlewareState]):
         except RuntimeError:
             return None
 
-    def _resolve_agent_id(self, runtime: Runtime | None) -> str:
+    def _resolve_agent_id(self, runtime: Runtime | None) -> str | None:
-        """解析 agent_id;优先 middleware 构造时的 agent_name,再 runtime context。"""
+        """解析 agent_id;优先 middleware 构造时的 agent_name,再 runtime context。
+
+        无 agent 上下文时返回 None，使 V1 记忆存入全局文件（users/{id}/memory.json）。
+        """
         if self._agent_name:
             return self._agent_name
         if runtime is not None and getattr(runtime, "context", None):
             agent_id = runtime.context.get("agent_id")
             if agent_id:
                 return str(agent_id)
-        return "default"
+        return None
 
     # ---- wrap_model_call:Hindsight 动态召回注入 -------------------------
 

offline-backend-20260512/backend/packages/harness/deerflow/agents/middlewares/title_middleware.py

@@ -105,8 +105,16 @@ class TitleMiddleware(AgentMiddleware[TitleMiddlewareState]):
         return prompt, user_msg
 
     def _strip_think_tags(self, text: str) -> str:
-        """Remove <think>...</think> blocks emitted by reasoning models (e.g. minimax, DeepSeek-R1)."""
+        """Remove <think>...</think> blocks emitted by reasoning models (e.g. minimax, GLM, DeepSeek-R1).
-        return re.sub(r"<think>[\s\S]*?</think>", "", text, flags=re.IGNORECASE).strip()
+
+        Also handles malformed cases: an unclosed `<think>` (response truncated mid-reasoning)
+        or a stray `</think>` (open tag eaten by upstream parsing) — both can otherwise leak
+        raw reasoning into the title.
+        """
+        text = re.sub(r"<think>[\s\S]*?</think>", "", text, flags=re.IGNORECASE)
+        text = re.sub(r"<think>[\s\S]*$", "", text, flags=re.IGNORECASE)
+        text = re.sub(r"^[\s\S]*?</think>", "", text, flags=re.IGNORECASE)
+        return text.strip()
 
     def _parse_title(self, content: object) -> str:
         """Normalize model output into a clean title string."""
@@ -146,6 +154,36 @@ class TitleMiddleware(AgentMiddleware[TitleMiddlewareState]):
         _, user_msg = self._build_title_prompt(state)
         return {"title": self._fallback_title(user_msg)}
 
+    def _force_disable_thinking(self, model: object) -> None:
+        """Force-disable thinking on the title model via `extra_body` overrides.
+
+        Title generation never needs reasoning. The model factory only emits
+        disable params when the model config declares `when_thinking_disabled`
+        or a matching `when_thinking_enabled` shape — many user-added reasoning
+        models (e.g. GLM-4.5/5) only set `supports_thinking: true` and would
+        otherwise keep thinking on, which is slow and leaks <think> tags into
+        the title prompt response. Injecting both common OpenAI-compatible
+        disable shapes covers Zhipu GLM (`thinking.type`) and Qwen/vLLM
+        (`chat_template_kwargs.enable_thinking`); other providers ignore
+        unknown body fields.
+        """
+        if not hasattr(model, "extra_body"):
+            return
+        current = getattr(model, "extra_body", None) or {}
+        merged_chat_template_kwargs = {
+            **(current.get("chat_template_kwargs") or {}),
+            "enable_thinking": False,
+        }
+        merged = {
+            **current,
+            "thinking": {**(current.get("thinking") or {}), "type": "disabled"},
+            "chat_template_kwargs": merged_chat_template_kwargs,
+        }
+        try:
+            model.extra_body = merged
+        except Exception:
+            logger.debug("Could not override extra_body to disable thinking on title model", exc_info=True)
+
     async def _agenerate_title_result(self, state: TitleMiddlewareState) -> dict | None:
         """Generate a title asynchronously and fall back locally on failure."""
         if not self._should_generate_title(state):
@@ -162,6 +200,7 @@ class TitleMiddleware(AgentMiddleware[TitleMiddlewareState]):
                 model = create_chat_model(name=config.model_name, **model_kwargs)
             else:
                 model = create_chat_model(**model_kwargs)
+            self._force_disable_thinking(model)
             response = await model.ainvoke(prompt, config=self._get_runnable_config())
             title = self._parse_title(response.content)
             if title:

offline-backend-20260512/backend/packages/harness/deerflow/config/skills_config.py

@@ -6,6 +6,18 @@ from pydantic import BaseModel, Field
 from deerflow.config.runtime_paths import project_root, resolve_path
 
 
+class SecurityScanConfig(BaseModel):
+    """Toggle for the LLM-based skill security scanner."""
+
+    enabled: bool = Field(
+        default=True,
+        description=(
+            "When false, skip the LLM security scan applied to skill installs, "
+            "custom-skill edits, and rollbacks. The scan is then treated as 'allow'."
+        ),
+    )
+
+
 class SkillsConfig(BaseModel):
     """Configuration for skills system"""
 
@@ -21,6 +33,10 @@ class SkillsConfig(BaseModel):
         default="/mnt/skills",
         description="Path where skills are mounted in the sandbox container",
     )
+    security_scan: SecurityScanConfig = Field(
+        default_factory=SecurityScanConfig,
+        description="LLM security-scan toggle for skill content.",
+    )
 
     def get_skills_path(self) -> Path:
         """

offline-backend-20260512/backend/packages/harness/deerflow/runtime/scheduler/service.py

@@ -713,7 +713,7 @@ class ScheduledTaskService:
         retry_count: int = 0,
     ) -> None:
         """Mark a run failed and reflect the outcome on the parent task."""
-        result = _build_result(task, scheduled_for=scheduled_for, content=f"Scheduled task failed: {error}")
+        result = _build_result(task, scheduled_for=scheduled_for, content=f"定时任务执行失败：{error}")
         await self.store.update_run(
             run_id,
             {"status": "failed", "finished_at": datetime.now(UTC), "error": error, "result": result, "retry_count": retry_count},

offline-backend-20260512/backend/packages/harness/deerflow/skills/security_scanner.py

@@ -39,6 +39,12 @@ def _extract_json_object(raw: str) -> dict | None:
 
 async def scan_skill_content(content: str, *, executable: bool = False, location: str = SKILL_MD_FILE, app_config: AppConfig | None = None) -> ScanResult:
     """Screen skill content before it is written to disk."""
+    config = app_config or get_app_config()
+    # Operator-level kill switch: when ``skills.security_scan.enabled`` is false,
+    # bypass the LLM round-trip entirely and let the content through.
+    if not config.skills.security_scan.enabled:
+        return ScanResult("allow", "Security scan disabled by config.")
+
     rubric = (
         "You are a security reviewer for AI agent skills. "
         "Classify the content as allow, warn, or block. "
@@ -49,7 +55,6 @@ async def scan_skill_content(content: str, *, executable: bool = False, location
     prompt = f"Location: {location}\nExecutable: {str(executable).lower()}\n\nReview this content:\n-----\n{content}\n-----"
 
     try:
-        config = app_config or get_app_config()
         # 安全审核复用 curator 的评审模型配置(skill_evolution.curator.model_name):
         # 二者用同一个模型。未配置时 model_name 为 None,create_chat_model 回退主模型。
         model_name = config.skill_evolution.curator.model_name

offline-backend-20260512/backend/packages/harness/deerflow/tools/builtins/clarification_tool.py

@@ -36,18 +36,31 @@ def ask_clarification_tool(
     - You're about to perform a potentially dangerous operation
     - You have a recommendation but need user approval
 
+    Batching multiple independent questions:
+    - **You CAN and SHOULD call ask_clarification multiple times in the same turn** when the user's
+      request leaves several **independent** aspects unclear (e.g. project type AND tech stack AND
+      deployment target). Emit one tool call per aspect — do NOT cram several unrelated questions
+      into one `question` string.
+    - The frontend automatically groups all clarification cards in one turn into a single submission,
+      so the user answers them together in one reply. You will then receive one combined user message
+      addressing every question in order.
+    - When the questions DEPEND on each other (the second only makes sense after the first is answered),
+      ask only the first one and wait for the reply before asking the next.
+
     Best practices:
-    - Ask ONE clarification at a time for clarity
+    - One question per ask_clarification call — keep each `question` focused on a single decision.
-    - Be specific and clear in your question
+    - Be specific and clear in your question.
-    - Don't make assumptions when clarification is needed
+    - Provide `options` (with concise labels) whenever there is a discrete set of reasonable choices —
-    - For risky operations, ALWAYS ask for confirmation
+      this lets the user multi-select in the UI instead of typing free text.
-    - After calling this tool, execution will be interrupted automatically
+    - Don't make assumptions when clarification is needed.
+    - For risky operations, ALWAYS ask for confirmation.
+    - After calling this tool (or several in one turn), execution will be interrupted automatically.
 
     Args:
-        question: The clarification question to ask the user. Be specific and clear.
+        question: The clarification question to ask the user. Focused on a single decision; be specific and clear.
         clarification_type: The type of clarification needed (missing_info, ambiguous_requirement, approach_choice, risk_confirmation, suggestion).
         context: Optional context explaining why clarification is needed. Helps the user understand the situation.
-        options: Optional list of choices (for approach_choice or suggestion types). Present clear options for the user to choose from.
+        options: Optional list of choices (for approach_choice or suggestion types). Present clear options for the user to choose from; the UI supports multi-select.
     """
     # This is a placeholder implementation
     # The actual logic is handled by ClarificationMiddleware which intercepts this tool call

offline-backend-20260512/backend/tests/test_skills_reconcile.py

@@ -0,0 +1,138 @@
+"""Tests for the ``POST /api/skills/reconcile-custom`` adoption flow.
+
+Covers the scenario where a user drops a skill directory onto disk by hand
+(bypassing the upload API) and then calls the reconcile route so it shows up
+in the UI.
+"""
+
+from __future__ import annotations
+
+from pathlib import Path
+from types import SimpleNamespace
+
+import pytest
+
+from app.gateway.routers import skills as skills_router
+from deerflow.persistence.skills import MemorySkillStore
+from deerflow.skills.storage.local_skill_storage import LocalSkillStorage
+
+
+def _write_skill_on_disk(root: Path, name: str, description: str = "from disk") -> None:
+    """Drop a valid SKILL.md into ``<root>/custom/<name>/`` like a manual unzip would."""
+    skill_dir = root / "custom" / name
+    skill_dir.mkdir(parents=True, exist_ok=True)
+    (skill_dir / "SKILL.md").write_text(
+        f"---\nname: {name}\ndescription: {description}\n---\n# {name}\n",
+        encoding="utf-8",
+    )
+
+
+def _fake_request(user_id: str | None = "user-a") -> SimpleNamespace:
+    user = SimpleNamespace(id=user_id, system_role="user") if user_id else None
+    return SimpleNamespace(state=SimpleNamespace(user=user))
+
+
+@pytest.fixture
+def skills_root(tmp_path: Path) -> Path:
+    root = tmp_path / "skills"
+    (root / "public").mkdir(parents=True)
+    (root / "custom").mkdir(parents=True)
+    return root
+
+
+@pytest.fixture
+def patched_storage(
+    skills_root: Path, monkeypatch: pytest.MonkeyPatch
+) -> LocalSkillStorage:
+    """Force the router to use a LocalSkillStorage rooted at ``skills_root``."""
+    storage = LocalSkillStorage(host_path=str(skills_root))
+    monkeypatch.setattr(
+        skills_router, "get_or_new_skill_storage", lambda **_: storage
+    )
+
+    async def _noop_refresh() -> None:
+        return None
+
+    monkeypatch.setattr(
+        skills_router, "refresh_skills_system_prompt_cache_async", _noop_refresh
+    )
+    return storage
+
+
+@pytest.mark.asyncio
+async def test_reconcile_adopts_orphan_custom_skill(
+    skills_root: Path, patched_storage: LocalSkillStorage
+):
+    _write_skill_on_disk(skills_root, "manually-dropped")
+    store = MemorySkillStore()
+
+    result = await skills_router.reconcile_custom_skills(
+        request=_fake_request("user-a"), config=None, skill_store=store
+    )
+
+    assert result.adopted == ["manually-dropped"]
+    assert result.already_registered == []
+
+    record = await store.get_any("manually-dropped")
+    assert record is not None
+    assert record["owner_user_id"] == "user-a"
+    assert record["published"] is False
+
+
+@pytest.mark.asyncio
+async def test_reconcile_skips_already_registered(
+    skills_root: Path, patched_storage: LocalSkillStorage
+):
+    _write_skill_on_disk(skills_root, "already-known")
+    store = MemorySkillStore()
+    # Pre-existing ownership row — should be left alone.
+    await store.create(
+        {"name": "already-known", "owner_user_id": "user-b", "published": True}
+    )
+
+    result = await skills_router.reconcile_custom_skills(
+        request=_fake_request("user-a"), config=None, skill_store=store
+    )
+
+    assert result.adopted == []
+    assert result.already_registered == ["already-known"]
+
+    # Ownership must not be overwritten.
+    record = await store.get_any("already-known")
+    assert record is not None
+    assert record["owner_user_id"] == "user-b"
+    assert record["published"] is True
+
+
+@pytest.mark.asyncio
+async def test_reconcile_mixed_adopts_only_orphans(
+    skills_root: Path, patched_storage: LocalSkillStorage
+):
+    _write_skill_on_disk(skills_root, "orphan-one")
+    _write_skill_on_disk(skills_root, "orphan-two")
+    _write_skill_on_disk(skills_root, "registered")
+    store = MemorySkillStore()
+    await store.create(
+        {"name": "registered", "owner_user_id": "user-a", "published": False}
+    )
+
+    result = await skills_router.reconcile_custom_skills(
+        request=_fake_request("user-a"), config=None, skill_store=store
+    )
+
+    assert sorted(result.adopted) == ["orphan-one", "orphan-two"]
+    assert result.already_registered == ["registered"]
+
+
+@pytest.mark.asyncio
+async def test_reconcile_with_empty_custom_dir_is_noop(
+    skills_root: Path, patched_storage: LocalSkillStorage
+):
+    store = MemorySkillStore()
+
+    result = await skills_router.reconcile_custom_skills(
+        request=_fake_request("user-a"), config=None, skill_store=store
+    )
+
+    assert result.adopted == []
+    assert result.already_registered == []

offline-backend-20260512/config.yaml

@@ -109,6 +109,8 @@ title:
     Assistant: {assistant_msg}
 skills:
   path: /app/skills
+  security_scan:
+    enabled: false
 agents_api:
   enabled: true
 database:
@@ -138,6 +140,7 @@ ai_writing:
 #   users/{user_id}/memory_config.json > .deer-flow/memory_user_overrides.json > 此处
 memory:
   enabled: true
+  version: v1
   provider: hindsight              # 'builtin' | 'hindsight'(外部 provider 名)
                                    # builtin 始终启用,这里只决定 external 选哪个
   builtin: