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

frontend-web/src/App.tsx

@@ -15,8 +15,11 @@ import { HashRouter, useLocation } from "react-router-dom";
 import LandingPage from "./pages/LandingPage";
 import LoginPage from "./pages/LoginPage";
 import PageRoutes from "./pages/PageRoutes";
-import PublicScheduledTaskPage from "./pages/PublicScheduledTaskPage";
+import PublicScheduledTaskPage, {
+  PublicScheduledTaskFullscreenPage,
+} from "./pages/PublicScheduledTaskPage";
 import PublicSharePage from "./pages/PublicSharePage";
+import PublicLeaderboardPage from "./pages/PublicLeaderboardPage";
 import PublicRoundtableSharePage from "./pages/PublicRoundtableSharePage";
 import EmbedChatPage from "./pages/EmbedChatPage";
 import { ChatRuntime } from "./pages/WorkspaceRoutes";
@@ -64,6 +67,8 @@ export function App() {
           <Route path="/landing" element={<LandingPage />} />
           {/* Public read-only conversation viewer — no authentication. */}
           <Route path="/share/:shareCode" element={<PublicSharePage />} />
+          {/* Public read-only user leaderboard publish page — no authentication. */}
+          <Route path="/public/leaderboard" element={<PublicLeaderboardPage />} />
           {/* Public read-only roundtable share — landing + full result report. */}
           <Route
             path="/roundtable-share/:shareCode"
@@ -78,6 +83,10 @@ export function App() {
             path="/public/scheduled-tasks/:taskId"
             element={<PublicScheduledTaskPage />}
           />
+          <Route
+            path="/public/scheduled-tasks/:taskId/runs/:runId/fullscreen"
+            element={<PublicScheduledTaskFullscreenPage />}
+          />
           {/* Embedded workspace Q&A — no page/workspace sidebars; parent passes message/username/theme */}
           <Route
             path="/embed/chats/:thread_id"

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

@@ -8,12 +8,14 @@ import {
   LockIcon,
   MessageSquareIcon,
   PinIcon,
+  SearchIcon,
   ShieldIcon,
   SparklesIcon,
   SquarePenIcon,
   StarIcon,
   TagsIcon,
   Trash2Icon,
+  UserIcon,
 } from "lucide-react";
 import { useRouter } from "next/navigation";
 import {
@@ -73,6 +75,9 @@ interface AgentCardProps {
   /** "card" (default) renders the full gallery card; "list" renders a compact
    * single-row layout for the list view. All dialogs/actions are shared. */
   layout?: "card" | "list";
+  /** Click the 发布者 line to filter the gallery to that publisher. Receives the
+   * owner user_id + its desensitized display label. */
+  onPublisherClick?: (publisher: { id: string; label: string }) => void;
 }
 
 interface BadgeItem {
@@ -184,7 +189,7 @@ function ClampedBadgeRow({ items }: { items: BadgeItem[] }) {
   );
 }
 
-export function AgentCard({ agent, layout = "card" }: AgentCardProps) {
+export function AgentCard({ agent, layout = "card", onPublisherClick }: AgentCardProps) {
   const isList = layout === "list";
   const { t } = useI18n();
   const router = useRouter();
@@ -207,6 +212,7 @@ export function AgentCard({ agent, layout = "card" }: AgentCardProps) {
   const [selectedSkills, setSelectedSkills] = useState<string[]>(
     agent.skills ?? [],
   );
+  const [skillSearch, setSkillSearch] = useState("");
   const [detailSkillName, setDetailSkillName] = useState<string | null>(null);
 
   // The /api/agents list response intentionally omits `soul` (perf optimization
@@ -244,6 +250,7 @@ export function AgentCard({ agent, layout = "card" }: AgentCardProps) {
     setEditPublished(agent.published);
     setEditIsPrivate(agent.is_private);
     setSelectedSkills(agent.skills ?? []);
+    setSkillSearch("");
   }, [
     agent.description,
     agent.is_private,
@@ -436,7 +443,24 @@ export function AgentCard({ agent, layout = "card" }: AgentCardProps) {
     });
   }
 
-  const enabledSkills = skills.filter((skill) => skill.enabled);
+  const enabledSkills = useMemo(
+    () => skills.filter((skill) => skill.enabled),
+    [skills],
+  );
+
+  // Search over English name, Chinese name (name_zh) and description, so both
+  // 中英文 work. Already-selected skills stay searchable too (selection is
+  // independent of this filter).
+  const filteredSkills = useMemo(() => {
+    const q = skillSearch.trim().toLowerCase();
+    if (!q) return enabledSkills;
+    return enabledSkills.filter(
+      (skill) =>
+        skill.name.toLowerCase().includes(q) ||
+        (skill.name_zh ?? "").toLowerCase().includes(q) ||
+        (skill.description ?? "").toLowerCase().includes(q),
+    );
+  }, [enabledSkills, skillSearch]);
 
   // Status badges (内置 / 我的 / 来自他人 / 已发布 / 私密 / 首页推荐) — shared by
   // both the card header and the compact list row.
@@ -497,6 +521,47 @@ export function AgentCard({ agent, layout = "card" }: AgentCardProps) {
     </>
   );
 
+  // 发布者（仅自定义/已发布的智能体显示；内置无 owner 不显示）。点击可按发布者筛选。
+  const publisherLabel = agent.owner_username
+    ? desensitize(agent.owner_username)
+    : "";
+  const canFilterByPublisher =
+    !isBuiltin && !!agent.owner_username && !!agent.user_id && !!onPublisherClick;
+  const publisherNode =
+    !isBuiltin && agent.owner_username ? (
+      <button
+        type="button"
+        disabled={!canFilterByPublisher}
+        onClick={(e) => {
+          if (!canFilterByPublisher) return;
+          e.stopPropagation();
+          onPublisherClick!({ id: agent.user_id!, label: publisherLabel });
+        }}
+        className={cn(
+          "text-muted-foreground flex max-w-full items-center gap-1 text-sm font-medium",
+          canFilterByPublisher &&
+            "hover:text-primary cursor-pointer transition-colors hover:underline",
+        )}
+        title={
+          canFilterByPublisher
+            ? `点击筛选发布者：${publisherLabel}`
+            : `发布者：${publisherLabel}`
+        }
+      >
+        <UserIcon className="size-3.5 shrink-0" />
+        <span className="truncate">发布者：{publisherLabel}</span>
+      </button>
+    ) : null;
+
+  // 技能英文名 → 中文名映射,用于把智能体的技能徽章显示为中文(agent.skills 只存英文名)。
+  const skillNameZhMap = useMemo(() => {
+    const map = new Map<string, string>();
+    for (const s of skills) {
+      if (s.name_zh?.trim()) map.set(s.name, s.name_zh.trim());
+    }
+    return map;
+  }, [skills]);
+
   const skillBadgeItems = [
     ...(agent.tool_groups ?? []).map((group) => ({
       key: `tg:${group}`,
@@ -519,7 +584,7 @@ export function AgentCard({ agent, layout = "card" }: AgentCardProps) {
             setDetailSkillName(skill);
           }}
         >
-          {desensitize(skill)}
+          {skillNameZhMap.get(skill) ?? desensitize(skill)}
         </Badge>
       ),
     })),
@@ -585,15 +650,15 @@ export function AgentCard({ agent, layout = "card" }: AgentCardProps) {
           <SparklesIcon className="h-3.5 w-3.5" />
         </Button>
       )}
-      <Button
-        size="icon"
-        variant="ghost"
-        className="h-8 w-8 shrink-0"
-        onClick={() => setTagPickerOpen(true)}
-        title={t.adminTags.manageTags}
-      >
-        <TagsIcon className="h-3.5 w-3.5" />
-      </Button>
+      <Button
+        size="icon"
+        variant="ghost"
+        className="h-8 w-8 shrink-0"
+        onClick={() => setTagPickerOpen(true)}
+        title={t.adminTags.manageTags}
+      >
+        <TagsIcon className="h-3.5 w-3.5" />
+      </Button>
       {isOwned && (
         <Button
           size="icon"
@@ -702,6 +767,7 @@ export function AgentCard({ agent, layout = "card" }: AgentCardProps) {
             {desensitize(agent.description)}
           </CardDescription>
         )}
+        {publisherNode && <div className="mt-2">{publisherNode}</div>}
       </CardHeader>
 
       {(agent.tags?.length ?? 0) > 0 && (
@@ -747,6 +813,7 @@ export function AgentCard({ agent, layout = "card" }: AgentCardProps) {
             {desensitize(agent.description)}
           </p>
         )}
+        {publisherNode && <div className="mt-0.5">{publisherNode}</div>}
       </div>
       <div className="flex shrink-0 items-center gap-1">
         {showActionRow && actionButtons}
@@ -792,6 +859,17 @@ export function AgentCard({ agent, layout = "card" }: AgentCardProps) {
                   已选 {selectedSkills.length} 个
                 </span>
               </div>
+              {enabledSkills.length > 0 && (
+                <div className="relative">
+                  <SearchIcon className="text-muted-foreground absolute left-2 top-1/2 size-3.5 -translate-y-1/2" />
+                  <Input
+                    placeholder="搜索技能(支持中英文名称、描述)…"
+                    value={skillSearch}
+                    onChange={(e) => setSkillSearch(e.currentTarget.value)}
+                    className="h-8 pl-7 text-xs"
+                  />
+                </div>
+              )}
               <div className="max-h-[240px] overflow-y-auto rounded-md border p-2">
                 {isSkillsLoading ? (
                   <p className="text-muted-foreground text-sm">技能加载中...</p>
@@ -799,9 +877,11 @@ export function AgentCard({ agent, layout = "card" }: AgentCardProps) {
                   <p className="text-muted-foreground text-sm">
                     当前没有可用技能
                   </p>
+                ) : filteredSkills.length === 0 ? (
+                  <p className="text-muted-foreground text-sm">没有匹配的技能</p>
                 ) : (
                   <div className="grid grid-cols-1 gap-2 sm:grid-cols-2">
-                    {enabledSkills.map((skill) => {
+                    {filteredSkills.map((skill) => {
                       const checked = selectedSkills.includes(skill.name);
                       return (
                         <div
@@ -816,7 +896,11 @@ export function AgentCard({ agent, layout = "card" }: AgentCardProps) {
                             title={desensitize(skill.description ?? "")}
                             className="h-8 min-w-0 flex-1 rounded-r-none"
                           >
-                            <span className="truncate">{desensitize(skill.name)}</span>
+                            <span className="truncate">
+                              {skill.name_zh?.trim()
+                                ? skill.name_zh
+                                : desensitize(skill.name)}
+                            </span>
                           </Button>
                           <Button
                             type="button"
@@ -934,13 +1018,13 @@ export function AgentCard({ agent, layout = "card" }: AgentCardProps) {
         </DialogContent>
       </Dialog>
 
-      <TagPickerDialog
-        open={tagPickerOpen}
-        onOpenChange={setTagPickerOpen}
-        targetType="agent"
-        targetId={agent.id}
-        currentTags={agent.tags ?? []}
-      />
+      <TagPickerDialog
+        open={tagPickerOpen}
+        onOpenChange={setTagPickerOpen}
+        targetType="agent"
+        targetId={agent.id}
+        currentTags={agent.tags ?? []}
+      />
 
 
       <SkillDetailDialog

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

@@ -1,6 +1,6 @@
 "use client";
 
-import { ArrowDownUpIcon, BotIcon, LockIcon, PlusIcon, ShieldIcon } from "lucide-react";
+import { ArrowDownUpIcon, BotIcon, LockIcon, PlusIcon, ShieldIcon, XIcon } from "lucide-react";
 import { useRouter } from "next/navigation";
 import { useEffect, useState } from "react";
 import { toast } from "sonner";
@@ -36,6 +36,11 @@ export function AgentGallery() {
   const [search, setSearch] = useState("");
   const [tagIds, setTagIds] = useState<string[]>([]);
   const [sort, setSort] = useState<AgentSort>("time_desc");
+  // Publisher filter: click a card's 发布者 to keep only that user's agents.
+  // {id} is the owner user_id (server filter), {label} the desensitized name.
+  const [publisher, setPublisher] = useState<{ id: string; label: string } | null>(
+    null,
+  );
   // Per-tab 1-based page index, preserved while switching tabs.
   const [pages, setPages] = useState<{ all: number; mine: number; private: number }>(
     { all: 1, mine: 1, private: 1 },
@@ -48,7 +53,7 @@ export function AgentGallery() {
   const tagKey = tagIds.join(",");
   useEffect(() => {
     setPages({ all: 1, mine: 1, private: 1 });
-  }, [search, tagKey, sort]);
+  }, [search, tagKey, sort, publisher?.id]);
 
   const { data: privateStatus } = usePrivateSquareStatus();
   const privateFeatureAvailable = !!privateStatus?.enabled;
@@ -69,6 +74,7 @@ export function AgentGallery() {
     agents: mainAgents,
     total: mainTotal,
     isLoading: mainLoading,
+    isFetching: mainFetching,
   } = useAgentsPaginated({
     scope: mainScope,
     search,
@@ -77,12 +83,14 @@ export function AgentGallery() {
     page: mainPage,
     pageSize: PAGE_SIZE,
     enabled: activeTab !== "private",
+    owner: publisher?.id,
   });
 
   const {
     agents: privateAgents,
     total: privateTotal,
     isLoading: isPrivateLoading,
+    isFetching: isPrivateFetching,
     error: privateError,
   } = usePrivateAgentsPaginated(privatePassword, {
     search,
@@ -91,6 +99,7 @@ export function AgentGallery() {
     page: pages.private,
     pageSize: PAGE_SIZE,
     enabled: activeTab === "private",
+    owner: publisher?.id,
   });
 
   // If the server reports the stored password no longer works (likely the
@@ -103,6 +112,12 @@ export function AgentGallery() {
     }
   }, [privateError, privatePassword]);
 
+  // The private tab is only "unlocked" once the feature is usable and a
+  // password has been verified. Until then we show the gate (or the lock
+  // prompt) and hide the keyword/tag search bar — there is no list to filter.
+  const privateUnlocked = privateFeatureUsable && !!privatePassword;
+  const showSearchBar = activeTab !== "private" || privateUnlocked;
+
   const activeTotal = activeTab === "private" ? privateTotal : mainTotal;
   const setTabPage = (tab: "all" | "mine" | "private", page: number) =>
     setPages((prev) => ({ ...prev, [tab]: page }));
@@ -127,17 +142,29 @@ export function AgentGallery() {
     setPrivatePassword(null);
   };
 
+  const handlePublisherClick = (p: { id: string; label: string }) =>
+    setPublisher(p);
+
   const renderGrid = (list: Agent[]) =>
     viewMode === "list" ? (
       <div className="flex flex-col gap-2">
         {list.map((agent) => (
-          <AgentCard key={agent.id} agent={agent} layout="list" />
+          <AgentCard
+            key={agent.id}
+            agent={agent}
+            layout="list"
+            onPublisherClick={handlePublisherClick}
+          />
         ))}
       </div>
     ) : (
       <div className="grid grid-cols-1 gap-4 sm:grid-cols-2 lg:grid-cols-3 xl:grid-cols-4">
         {list.map((agent) => (
-          <AgentCard key={agent.id} agent={agent} />
+          <AgentCard
+            key={agent.id}
+            agent={agent}
+            onPublisherClick={handlePublisherClick}
+          />
         ))}
       </div>
     );
@@ -296,9 +323,16 @@ export function AgentGallery() {
       {/* Tabs */}
       <Tabs
         value={activeTab}
-        onValueChange={(v) =>
-          setActiveTab(v as "all" | "mine" | "private")
-        }
+        onValueChange={(v) => {
+          setActiveTab(v as "all" | "mine" | "private");
+          // Each tab starts from a clean slate: switching tabs clears the
+          // keyword / tag / sort / publisher filters instead of carrying them
+          // over. The TagSearchBar's own input box is reset via its key below.
+          setSearch("");
+          setTagIds([]);
+          setSort("time_desc");
+          setPublisher(null);
+        }}
         className="flex flex-1 flex-col overflow-hidden"
       >
         <div className="mx-6 mt-4 flex flex-col gap-3">
@@ -331,31 +365,53 @@ export function AgentGallery() {
               )}
             </div>
           </div>
-          <TagSearchBar
-            targetType="agent"
-            onSearchChange={setSearch}
-            tagIds={tagIds}
-            onTagIdsChange={setTagIds}
-            actions={
-              <Select value={sort} onValueChange={(v) => setSort(v as AgentSort)}>
-                <SelectTrigger
-                  className="h-9 w-full gap-2 px-3 text-xs sm:w-[148px]"
-                  title="排序"
-                >
-                  <ArrowDownUpIcon className="text-muted-foreground size-3.5" />
-                  <SelectValue />
-                </SelectTrigger>
-                <SelectContent position="popper" side="bottom" sideOffset={4}>
-                  <SelectItem value="time_desc">最新创建</SelectItem>
-                  <SelectItem value="time_asc">最早创建</SelectItem>
-                  <SelectItem value="updated_desc">最近更新</SelectItem>
-                  <SelectItem value="updated_asc">最早更新</SelectItem>
-                  <SelectItem value="name_asc">名称 A-Z</SelectItem>
-                  <SelectItem value="name_desc">名称 Z-A</SelectItem>
-                </SelectContent>
-              </Select>
-            }
-          />
+          {showSearchBar && (
+            <TagSearchBar
+              // Remount per tab so the internal keyword input / 展开 state also
+              // resets when the parent-owned filters are cleared on tab switch.
+              key={activeTab}
+              targetType="agent"
+              searching={
+                activeTab === "private" ? isPrivateFetching : mainFetching
+              }
+              onSearchChange={setSearch}
+              tagIds={tagIds}
+              onTagIdsChange={setTagIds}
+              actions={
+                <Select value={sort} onValueChange={(v) => setSort(v as AgentSort)}>
+                  <SelectTrigger
+                    className="h-9 w-full gap-2 px-3 text-xs sm:w-[148px]"
+                    title="排序"
+                  >
+                    <ArrowDownUpIcon className="text-muted-foreground size-3.5" />
+                    <SelectValue />
+                  </SelectTrigger>
+                  <SelectContent position="popper" side="bottom" sideOffset={4}>
+                    <SelectItem value="time_desc">最新创建</SelectItem>
+                    <SelectItem value="time_asc">最早创建</SelectItem>
+                    <SelectItem value="updated_desc">最近更新</SelectItem>
+                    <SelectItem value="updated_asc">最早更新</SelectItem>
+                    <SelectItem value="name_asc">名称 A-Z</SelectItem>
+                    <SelectItem value="name_desc">名称 Z-A</SelectItem>
+                  </SelectContent>
+                </Select>
+              }
+            />
+          )}
+          {publisher && (
+            <div className="flex items-center gap-2">
+              <span className="text-muted-foreground text-xs">筛选发布者：</span>
+              <button
+                type="button"
+                onClick={() => setPublisher(null)}
+                className="bg-primary/10 text-primary hover:bg-primary/20 inline-flex items-center gap-1 rounded-full px-3 py-1 text-xs font-medium transition-colors"
+                title="点击清除发布者筛选"
+              >
+                {publisher.label}
+                <XIcon className="size-3.5" />
+              </button>
+            </div>
+          )}
         </div>
 
         <TabsContent value="all" className="flex-1 overflow-y-auto p-6 mt-0">

frontend-web/src/components/workspace/knowledge-rag-toggle.tsx

@@ -0,0 +1,44 @@
+"use client";
+
+import { Database } from "lucide-react";
+
+import { Button } from "@/components/ui/button";
+import { useThreadSettings } from "@/core/settings";
+import { cn } from "@/lib/utils";
+
+import { Tooltip } from "./tooltip";
+
+/**
+ * Per-conversation toggle for knowledge-base RAG injection (phase 2).
+ *
+ * Writes ``context.knowledge_rag_enabled`` into the thread settings, which the
+ * run forwards as ``runtime.context`` so ``KnowledgeRagMiddleware`` injects
+ * recalled knowledge before each model call for this conversation only.
+ */
+export function KnowledgeRagToggle({ threadId }: { threadId: string }) {
+  const [settings, setSettings] = useThreadSettings(threadId);
+  const enabled = settings.context.knowledge_rag_enabled === true;
+
+  const toggle = () => {
+    setSettings("context", {
+      ...settings.context,
+      knowledge_rag_enabled: !enabled,
+    });
+  };
+
+  return (
+    <Tooltip content={enabled ? "知识库召回：已开启" : "知识库召回：已关闭"}>
+      <Button
+        variant="ghost"
+        onClick={toggle}
+        className={cn(
+          "text-muted-foreground hover:text-foreground",
+          enabled && "text-primary hover:text-primary",
+        )}
+      >
+        <Database />
+        知识库
+      </Button>
+    </Tooltip>
+  );
+}

frontend-web/src/components/workspace/knowledge-save-trigger.tsx

@@ -0,0 +1,59 @@
+"use client";
+
+import { BookMarked } from "lucide-react";
+import { useState } from "react";
+import { toast } from "sonner";
+
+import { Button } from "@/components/ui/button";
+import { useKnowledgeActions } from "@/core/knowledge/hooks";
+
+import { ModelNameSelect } from "./model-name-select";
+import { useThread } from "./messages/context";
+import { Tooltip } from "./tooltip";
+
+export function KnowledgeSaveTrigger({ threadId }: { threadId: string }) {
+  const { thread } = useThread();
+  const { ingestThread } = useKnowledgeActions();
+  // Optional model override for the extraction (null = configured default).
+  const [model, setModel] = useState<string | null>(null);
+
+  if (thread.messages.length === 0) {
+    return null;
+  }
+
+  // One click → fire-and-forget. The backend sediments the thread into the
+  // wiki asynchronously (title/tags auto-generated), so the click never blocks.
+  const handleSave = async () => {
+    try {
+      await ingestThread.mutateAsync({
+        threadId,
+        payload: { background: true, model_name: model },
+      });
+      toast.success("已加入知识库保存队列，正在后台整理…");
+    } catch (error) {
+      toast.error(error instanceof Error ? error.message : "保存失败");
+    }
+  };
+
+  return (
+    <div className="flex items-center gap-1.5">
+      <ModelNameSelect
+        value={model}
+        onChange={setModel}
+        disabled={ingestThread.isPending}
+        triggerClassName="h-8 w-[8.5rem]"
+      />
+      <Tooltip content="保存到知识库（用所选大模型后台异步整理）">
+        <Button
+          className="text-muted-foreground hover:text-foreground"
+          variant="ghost"
+          onClick={() => void handleSave()}
+          disabled={ingestThread.isPending}
+        >
+          <BookMarked />
+          {ingestThread.isPending ? "保存中…" : "保存"}
+        </Button>
+      </Tooltip>
+    </div>
+  );
+}

frontend-web/src/components/workspace/model-name-select.tsx

@@ -0,0 +1,59 @@
+"use client";
+
+import {
+  Select,
+  SelectContent,
+  SelectItem,
+  SelectTrigger,
+  SelectValue,
+} from "@/components/ui/select";
+import { useModels } from "@/core/models/hooks";
+import { cn } from "@/lib/utils";
+
+/** Sentinel for "use the backend's default/configured model" (no override). */
+const DEFAULT_VALUE = "__default__";
+
+/**
+ * Compact dropdown to optionally pick an LLM model for a one-off action
+ * (skill-name generation, knowledge ingestion, …). The value is the model
+ * `name`; `null` means "use the configured default" (no override sent).
+ */
+export function ModelNameSelect({
+  value,
+  onChange,
+  disabled,
+  className,
+  triggerClassName,
+  defaultLabel = "默认模型",
+}: {
+  value: string | null;
+  onChange: (modelName: string | null) => void;
+  disabled?: boolean;
+  className?: string;
+  triggerClassName?: string;
+  defaultLabel?: string;
+}) {
+  const { models } = useModels();
+  return (
+    <Select
+      value={value ?? DEFAULT_VALUE}
+      onValueChange={(v) => onChange(v === DEFAULT_VALUE ? null : v)}
+      disabled={disabled}
+    >
+      <SelectTrigger
+        className={cn("h-8 gap-1.5 text-xs", triggerClassName, className)}
+        title="选择用于本次操作的大模型(默认使用系统配置的模型)"
+      >
+        <SelectValue placeholder={defaultLabel} />
+      </SelectTrigger>
+      <SelectContent position="popper" side="bottom" sideOffset={4}>
+        <SelectItem value={DEFAULT_VALUE}>{defaultLabel}</SelectItem>
+        {models.map((m) => (
+          <SelectItem key={m.name} value={m.name}>
+            {m.display_name || m.name}
+          </SelectItem>
+        ))}
+      </SelectContent>
+    </Select>
+  );
+}

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

@@ -7,7 +7,10 @@ import {
   FileText,
   MoreHorizontal,
   Pencil,
+  Pin,
+  PinOff,
   Share2,
+  Star,
   Trash2,
 } from "lucide-react";
 import Link from "next/link";
@@ -54,9 +57,17 @@ import {
   useDeleteThread,
   useRenameThread,
   useThreads,
+  useToggleThreadFavorite,
+  useToggleThreadPin,
 } from "@/core/threads/hooks";
 import type { AgentThread, AgentThreadState } from "@/core/threads/types";
-import { pathOfThread, titleOfThread } from "@/core/threads/utils";
+import {
+  isThreadFavorite,
+  isThreadPinned,
+  pathOfThread,
+  sortThreadsPinnedFirst,
+  titleOfThread,
+} from "@/core/threads/utils";
 import { env } from "@/env";
 import { desensitize } from "@/lib/desensitize";
 import { isIMEComposing } from "@/lib/ime";
@@ -82,6 +93,8 @@ export function RecentChatList() {
   const { data: threads = [] } = useThreads();
   const { mutate: deleteThread } = useDeleteThread();
   const { mutate: renameThread } = useRenameThread();
+  const { toggle: togglePin } = useToggleThreadPin();
+  const { toggle: toggleFavorite } = useToggleThreadFavorite();
 
   // Rename dialog state
   const [renameDialogOpen, setRenameDialogOpen] = useState(false);
@@ -160,11 +173,13 @@ export function RecentChatList() {
     [t],
   );
 
-  const visibleThreads = threads.filter(
-    (thread) =>
-      thread.metadata?.thread_type !== "scheduler" &&
-      thread.metadata?.thread_type !== "bootstrap" &&
-      thread.metadata?.thread_type !== "roundtable",
+  const visibleThreads = sortThreadsPinnedFirst(
+    threads.filter(
+      (thread) =>
+        thread.metadata?.thread_type !== "scheduler" &&
+        thread.metadata?.thread_type !== "bootstrap" &&
+        thread.metadata?.thread_type !== "roundtable",
+    ),
   );
 
   if (visibleThreads.length === 0) {
@@ -195,6 +210,8 @@ export function RecentChatList() {
             <div className="flex w-full flex-col gap-0.5">
               {visibleThreads.map((thread) => {
                 const isActive = pathOfThread(thread) === pathname;
+                const pinned = isThreadPinned(thread);
+                const favorited = isThreadFavorite(thread);
                 return (
                   <SidebarMenuItem
                     key={thread.thread_id}
@@ -210,10 +227,15 @@ export function RecentChatList() {
                       }
                     >
                       <Link
-                        className="block w-full whitespace-nowrap group-hover/side-menu-item:overflow-hidden"
+                        className="flex w-full items-center gap-1 whitespace-nowrap group-hover/side-menu-item:overflow-hidden"
                         href={pathOfThread(thread)}
                       >
-                        {desensitize(titleOfThread(thread, t.pages.newChat))}
+                        {pinned && (
+                          <Pin className="size-3 shrink-0 text-muted-foreground/70" />
+                        )}
+                        <span className="truncate">
+                          {desensitize(titleOfThread(thread, t.pages.newChat))}
+                        </span>
                       </Link>
                     </SidebarMenuButton>
                     {env.NEXT_PUBLIC_STATIC_WEBSITE_ONLY !== "true" && (
@@ -243,6 +265,36 @@ export function RecentChatList() {
                             <Pencil className="text-muted-foreground" />
                             <span>{t.common.rename}</span>
                           </DropdownMenuItem>
+                          <DropdownMenuItem
+                            onSelect={() =>
+                              togglePin(thread.thread_id, !pinned)
+                            }
+                          >
+                            {pinned ? (
+                              <PinOff className="text-muted-foreground" />
+                            ) : (
+                              <Pin className="text-muted-foreground" />
+                            )}
+                            <span>{pinned ? t.common.unpin : t.common.pin}</span>
+                          </DropdownMenuItem>
+                          <DropdownMenuItem
+                            onSelect={() =>
+                              toggleFavorite(thread.thread_id, !favorited)
+                            }
+                          >
+                            <Star
+                              className={
+                                favorited
+                                  ? "fill-amber-400 text-amber-400"
+                                  : "text-muted-foreground"
+                              }
+                            />
+                            <span>
+                              {favorited
+                                ? t.common.unfavorite
+                                : t.common.favorite}
+                            </span>
+                          </DropdownMenuItem>
                           <DropdownMenuItem
                             onSelect={() => handleShare(thread)}
                           >

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

@@ -30,6 +30,10 @@ import {
 } from "@/core/system-settings/hooks";
 import { cn } from "@/lib/utils";
 
+import PrivateSquareSettingsPage from "@/pages/PrivateSquareSettingsPage";
+import PromptPrefixSettingsPage from "@/pages/PromptPrefixSettingsPage";
+import RecommendedQuestionsPage from "@/pages/RecommendedQuestionsPage";
+
 import { SettingsSection } from "./settings-section";
 
 const languageOptions: { value: Locale; label: string }[] = [
@@ -336,6 +340,17 @@ export function AppearanceSettingsPage() {
           </div>
         )}
       </SettingsSection>
+
+      {isAdmin && (
+        <>
+          <Separator />
+          <RecommendedQuestionsPage embedded />
+          <Separator />
+          <PromptPrefixSettingsPage embedded />
+          <Separator />
+          <PrivateSquareSettingsPage embedded />
+        </>
+      )}
     </div>
   );
 }

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

@@ -1,6 +1,6 @@
 "use client";
 
-import { PenLineIcon, PlusIcon, SearchIcon, Trash2Icon, Heart, BookOpen, Map, Zap, Target, ShieldAlert } from "lucide-react";
+import { PenLineIcon, PlusIcon, SearchIcon, Trash2Icon, Heart, BookOpen, Map, Zap, Target, ShieldAlert, Briefcase, UserRound, Sparkles, Clock, History, Archive } from "lucide-react";
 import { useMemo, useState } from "react";
 import { toast } from "sonner";
 
@@ -458,12 +458,24 @@ const CTX_LABELS: Record<string, string> = {
   topOfMind: "当前重点",
 };
 
+const CTX_ICONS: Record<string, React.ElementType> = {
+  workContext: Briefcase,
+  personalContext: UserRound,
+  topOfMind: Sparkles,
+};
+
 const HISTORY_LABELS: Record<string, string> = {
   recentMonths: "近期",
   earlierContext: "早期背景",
   longTermBackground: "长期背景",
 };
 
+const HISTORY_ICONS: Record<string, React.ElementType> = {
+  recentMonths: Clock,
+  earlierContext: History,
+  longTermBackground: Archive,
+};
+
 const CATEGORY_LABELS: Record<string, Record<string, string>> = {
   zh: {
     preference: "偏好",
@@ -572,12 +584,15 @@ function MemoryV1View({
                             <Icon className="w-3.5 h-3.5" />
                             {categoryLabel}
                           </span>
-                          <div className="flex flex-col items-end gap-1">
-                            <span className="text-[11px] text-muted-foreground font-semibold tracking-wider">
-                              {Math.round(fact.confidence * 100)}%
+                          <div
+                            className="flex flex-col items-end gap-1"
+                            title={`置信度：系统对这条记忆准确性的把握程度，${Math.round(fact.confidence * 100)}%`}
+                          >
+                            <span className="text-[11px] text-muted-foreground font-semibold tracking-wide">
+                              置信度 {Math.round(fact.confidence * 100)}%
                             </span>
                             {/* Confidence Progress Bar */}
-                            <div className="h-1 w-12 rounded-full bg-muted overflow-hidden">
+                            <div className="h-1 w-16 rounded-full bg-muted overflow-hidden">
                               <div
                                 className="h-full rounded-full bg-primary transition-all duration-500"
                                 style={{ width: `${Math.round(fact.confidence * 100)}%` }}
@@ -611,44 +626,77 @@ function MemoryV1View({
         </TabsContent>
 
         {/* 用户画像 & 历史摘要 Tab */}
-        <TabsContent value="profile" className="mt-3 space-y-4">
+        <TabsContent value="profile" className="mt-3 space-y-5">
           {/* 用户画像 (userContext) */}
-          <div className="rounded-lg border p-4 space-y-2 dark:border-[#213D5E] dark:bg-[#022248]">
-            <h3 className="text-base font-medium">用户画像</h3>
+          <section className="rounded-xl border border-border/60 bg-card/40 p-4 space-y-3 dark:border-[#213D5E] dark:bg-[#022248]/50">
+            <div className="flex items-center gap-2">
+              <span className="inline-flex h-7 w-7 items-center justify-center rounded-lg bg-primary/10 text-primary dark:bg-primary/20">
+                <UserRound className="h-4 w-4" />
+              </span>
+              <h3 className="text-base font-semibold">用户画像</h3>
+            </div>
             {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>
+              <p className="rounded-lg border border-dashed p-3 text-sm text-muted-foreground dark:border-[#213D5E]">
+                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]">{desensitize(value)}</dd>
-                  </div>
-                ))}
-              </dl>
+              <div className="grid grid-cols-1 gap-3 sm:grid-cols-2">
+                {ctxEntries.map(([key, value]) => {
+                  const Icon = CTX_ICONS[key] ?? UserRound;
+                  return (
+                    <div
+                      key={key}
+                      className="group rounded-lg border border-border/50 bg-gradient-to-br from-card to-card/40 p-3.5 shadow-sm transition-all hover:border-primary/30 hover:shadow-md dark:border-[#213D5E]/60 dark:from-[#022248]/40 dark:to-[#022248]/10"
+                    >
+                      <div className="mb-1.5 flex items-center gap-1.5 text-xs font-semibold uppercase tracking-wide text-muted-foreground">
+                        <Icon className="h-3.5 w-3.5 text-primary/80" />
+                        {CTX_LABELS[key] ?? key}
+                      </div>
+                      <p className="whitespace-pre-wrap text-sm leading-relaxed text-foreground/90 [overflow-wrap:anywhere]">
+                        {desensitize(value)}
+                      </p>
+                    </div>
+                  );
+                })}
+              </div>
             )}
-          </div>
+          </section>
 
           {/* 历史摘要 (history) */}
-          <div className="rounded-lg border p-4 space-y-2 dark:border-[#213D5E] dark:bg-[#022248]">
-            <h3 className="text-base font-medium">历史摘要</h3>
+          <section className="rounded-xl border border-border/60 bg-card/40 p-4 space-y-3 dark:border-[#213D5E] dark:bg-[#022248]/50">
+            <div className="flex items-center gap-2">
+              <span className="inline-flex h-7 w-7 items-center justify-center rounded-lg bg-primary/10 text-primary dark:bg-primary/20">
+                <History className="h-4 w-4" />
+              </span>
+              <h3 className="text-base font-semibold">历史摘要</h3>
+            </div>
             {historyEntries.length === 0 ? (
-              <p className="text-sm text-muted-foreground">暂无历史摘要。</p>
+              <p className="rounded-lg border border-dashed p-3 text-sm text-muted-foreground dark:border-[#213D5E]">
+                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]">{desensitize(value)}</dd>
-                  </div>
-                ))}
-              </dl>
+              <div className="space-y-3">
+                {historyEntries.map(([key, value]) => {
+                  const Icon = HISTORY_ICONS[key] ?? History;
+                  return (
+                    <div
+                      key={key}
+                      className="relative rounded-lg border border-border/50 bg-card/60 p-3.5 pl-4 shadow-sm transition-all hover:border-primary/30 hover:shadow-md dark:border-[#213D5E]/60 dark:bg-[#022248]/30"
+                    >
+                      <span className="absolute inset-y-2 left-0 w-1 rounded-full bg-primary/30" />
+                      <div className="mb-1.5 flex items-center gap-1.5 text-xs font-semibold text-muted-foreground">
+                        <Icon className="h-3.5 w-3.5 text-primary/80" />
+                        {HISTORY_LABELS[key] ?? key}
+                      </div>
+                      <p className="whitespace-pre-wrap text-sm leading-relaxed text-foreground/90 [overflow-wrap:anywhere]">
+                        {desensitize(value)}
+                      </p>
+                    </div>
+                  );
+                })}
+              </div>
             )}
-          </div>
+          </section>
         </TabsContent>
       </Tabs>
     </div>

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

@@ -22,6 +22,8 @@ import {
   Trash2Icon,
   TrendingUpIcon,
   Upload,
+  UserIcon,
+  XIcon,
 } from "lucide-react";
 import { useRouter } from "next/navigation";
 import { useCallback, useEffect, useMemo, useRef, useState } from "react";
@@ -55,6 +57,7 @@ import {
 import { Input } from "@/components/ui/input";
 import { Select, SelectContent, SelectItem, SelectTrigger, SelectValue } from "@/components/ui/select";
 import { Tabs, TabsList, TabsTrigger } from "@/components/ui/tabs";
+import { ModelNameSelect } from "@/components/workspace/model-name-select";
 import { SkillDetailDialog } from "@/components/workspace/skills/skill-detail-dialog";
 import { TagChipList } from "@/components/workspace/tags/tag-chip";
 import { TagPickerDialog } from "@/components/workspace/tags/tag-picker-dialog";
@@ -67,9 +70,12 @@ import type { ValidateSkillUploadResponse } from "@/core/skills/api";
 import {
   useDeleteCustomSkill,
   useDuplicateSkill,
+  useGenerateMissingSkillNameZh,
+  useGenerateSkillNameZh,
   useInstallSkillUpload,
   useReconcileCustomSkills,
   useSetSkillFeatured,
+  useSetSkillNameZh,
   useSetSkillPinned,
   useSetSkillPublished,
   useSkills,
@@ -152,8 +158,16 @@ function SkillSettingsList({ onClose }: { onClose?: () => void }) {
   const [tagIds, setTagIds] = useState<string[]>([]);
   const [sort, setSort] = useState<SkillSort>("time_desc");
   const [page, setPage] = useState(1);
+  // Publisher filter: click a skill's 发布者 to keep only that user's skills.
+  // {id} is owner_user_id; {label} the desensitized display name.
+  const [publisher, setPublisher] = useState<{ id: string; label: string } | null>(
+    null,
+  );
   const [viewMode, setViewMode] = useViewMode("skill");
   const reconcileMutation = useReconcileCustomSkills();
+  const fillNamesMutation = useGenerateMissingSkillNameZh();
+  // Optional model override for the admin "一键补充中文名" action (null = default).
+  const [fillModel, setFillModel] = useState<string | null>(null);
   // Name + tag filtering is resolved server-side via the /api/skills query.
   const { skills, isLoading, error } = useSkills({ search, tagIds, sort });
 
@@ -200,7 +214,14 @@ function SkillSettingsList({ onClose }: { onClose?: () => void }) {
     };
   }, [skills, currentUserId]);
 
-  const filteredSkills = filter === "mine" ? activeMine : activeAll;
+  const scopedSkills = filter === "mine" ? activeMine : activeAll;
+  const filteredSkills = useMemo(
+    () =>
+      publisher
+        ? scopedSkills.filter((s) => s.owner_user_id === publisher.id)
+        : scopedSkills,
+    [scopedSkills, publisher],
+  );
   const orderedSkills = useMemo(
     () =>
       filteredSkills
@@ -225,12 +246,34 @@ function SkillSettingsList({ onClose }: { onClose?: () => void }) {
   }, [page, totalPages]);
   useEffect(() => {
     setPage(1);
-  }, [search, tagIds, sort]);
+  }, [search, tagIds, sort, publisher?.id, filter]);
   const pagedSkills = useMemo(
     () => orderedSkills.slice((page - 1) * PAGE_SIZE, page * PAGE_SIZE),
     [orderedSkills, page],
   );
 
+  const handleFillNames = async () => {
+    try {
+      const result = await fillNamesMutation.mutateAsync(fillModel);
+      const okCount = result.generated.length;
+      const failCount = result.failed.length;
+      if (okCount === 0 && failCount === 0) {
+        toast.info("所有技能均已配置中文名称");
+      } else if (failCount === 0) {
+        toast.success(`已为 ${okCount} 个技能补充中文名称`);
+      } else if (result.model_error) {
+        // Failures came from the model itself — say so explicitly.
+        toast.warning(
+          `已补充 ${okCount} 个,${failCount} 个因大模型报错失败:${result.model_error}`,
+        );
+      } else {
+        toast.warning(`已补充 ${okCount} 个,${failCount} 个生成失败,可稍后重试或手动填写`);
+      }
+    } catch (err) {
+      toast.error(err instanceof Error ? err.message : String(err));
+    }
+  };
+
   const handleRescan = async () => {
     try {
       const result = await reconcileMutation.mutateAsync();
@@ -321,6 +364,37 @@ function SkillSettingsList({ onClose }: { onClose?: () => void }) {
               ? t.settings.skills.rescanSkillsRunning
               : t.settings.skills.rescanSkills}
           </Button>
+          {isAdmin && (
+            <>
+              <ModelNameSelect
+                value={fillModel}
+                onChange={setFillModel}
+                disabled={
+                  fillNamesMutation.isPending ||
+                  env.NEXT_PUBLIC_STATIC_WEBSITE_ONLY === "true"
+                }
+                triggerClassName="h-8 w-[9.5rem]"
+              />
+              <Button
+                size="sm"
+                variant="outline"
+                className="gap-1.5 border-violet-300 bg-violet-50 font-medium text-violet-700 hover:bg-violet-100 hover:text-violet-800 dark:border-violet-500/40 dark:bg-violet-500/15 dark:text-violet-300 dark:hover:bg-violet-500/25"
+                onClick={() => void handleFillNames()}
+                disabled={
+                  fillNamesMutation.isPending ||
+                  env.NEXT_PUBLIC_STATIC_WEBSITE_ONLY === "true"
+                }
+                title="用所选大模型为所有尚未配置中文名称的技能自动生成中文名(仅管理员)"
+              >
+                {fillNamesMutation.isPending ? (
+                  <Loader2 className="size-4 animate-spin" />
+                ) : (
+                  <SparklesIcon className="size-4" />
+                )}
+                {fillNamesMutation.isPending ? "补充中…" : "一键补充中文名"}
+              </Button>
+            </>
+          )}
           <Button
             size="sm"
             variant="outline"
@@ -362,6 +436,20 @@ function SkillSettingsList({ onClose }: { onClose?: () => void }) {
           </div>
         }
       />
+      {publisher && (
+        <div className="flex items-center gap-2">
+          <span className="text-muted-foreground text-xs">筛选发布者：</span>
+          <button
+            type="button"
+            onClick={() => setPublisher(null)}
+            className="bg-primary/10 text-primary hover:bg-primary/20 inline-flex items-center gap-1 rounded-full px-3 py-1 text-xs font-medium transition-colors"
+            title="点击清除发布者筛选"
+          >
+            {publisher.label}
+            <XIcon className="size-3.5" />
+          </button>
+        </div>
+      )}
       {isLoading && (
         <div className="text-muted-foreground text-sm">{t.common.loading}</div>
       )}
@@ -384,6 +472,7 @@ function SkillSettingsList({ onClose }: { onClose?: () => void }) {
               currentUserId={currentUserId}
               isAdmin={isAdmin}
               layout={viewMode === "card" ? "card" : "row"}
+              onPublisherClick={setPublisher}
             />
           ))}
         </div>
@@ -441,12 +530,16 @@ export function SkillRow({
   currentUserId,
   isAdmin,
   layout = "row",
+  onPublisherClick,
 }: {
   skill: Skill;
   currentUserId: string | null;
   isAdmin: boolean;
   /** "row" = full-width horizontal item (default); "card" = grid card cell. */
   layout?: "row" | "card";
+  /** Click the 发布者 line to filter the list to that publisher. Receives the
+   * owner_user_id + its desensitized display label. */
+  onPublisherClick?: (publisher: { id: string; label: string }) => void;
 }) {
   const isCard = layout === "card";
   const { t } = useI18n();
@@ -549,8 +642,13 @@ export function SkillRow({
   const badgeGroup = (
     <div className="flex flex-wrap items-center gap-2">
       <span className={cn(isCard && "truncate font-medium")}>
-        {desensitize(skill.name)}
+        {skill.name_zh?.trim() ? skill.name_zh : desensitize(skill.name)}
       </span>
+      {skill.name_zh?.trim() && (
+        <span className="text-muted-foreground truncate text-xs font-normal">
+          {desensitize(skill.name)}
+        </span>
+      )}
       {isBuiltin && (
         <Badge variant="secondary" className="text-xs">
           {t.settings.skills.badgeBuiltin}
@@ -631,6 +729,33 @@ export function SkillRow({
 
   const metaNodes = (
     <>
+      {!isBuiltin && skill.owner_username && (
+        <button
+          type="button"
+          disabled={!skill.owner_user_id || !onPublisherClick}
+          onClick={(e) => {
+            if (!skill.owner_user_id || !onPublisherClick) return;
+            e.stopPropagation();
+            onPublisherClick({
+              id: skill.owner_user_id,
+              label: desensitize(skill.owner_username!),
+            });
+          }}
+          className={cn(
+            "text-muted-foreground mt-1 flex max-w-full items-center gap-1 text-sm font-medium",
+            skill.owner_user_id && onPublisherClick &&
+              "hover:text-primary cursor-pointer transition-colors hover:underline",
+          )}
+          title={
+            skill.owner_user_id && onPublisherClick
+              ? `点击筛选发布者：${desensitize(skill.owner_username)}`
+              : `发布者：${desensitize(skill.owner_username)}`
+          }
+        >
+          <UserIcon className="size-3.5 shrink-0" />
+          <span className="truncate">发布者：{desensitize(skill.owner_username)}</span>
+        </button>
+      )}
       {skill.use_count !== undefined && (
         <div className="text-muted-foreground mt-1 text-xs">
           {skill.use_count > 0
@@ -649,15 +774,15 @@ export function SkillRow({
 
   const actionButtons = (
     <>
-      <Button
-        size="icon"
-        variant="ghost"
-        className="h-8 w-8 shrink-0"
-        onClick={() => setTagPickerOpen(true)}
-        title={t.adminTags.manageTags}
-      >
-        <TagsIcon className="size-3.5" />
-      </Button>
+      <Button
+        size="icon"
+        variant="ghost"
+        className="h-8 w-8 shrink-0"
+        onClick={() => setTagPickerOpen(true)}
+        title={t.adminTags.manageTags}
+      >
+        <TagsIcon className="size-3.5" />
+      </Button>
       {canManage && (
         <Button
           size="icon"
@@ -842,13 +967,13 @@ export function SkillRow({
           </DialogFooter>
         </DialogContent>
       </Dialog>
-      <TagPickerDialog
-        open={tagPickerOpen}
-        onOpenChange={setTagPickerOpen}
-        targetType="skill"
-        targetId={skill.name}
-        currentTags={skill.tags ?? []}
-      />
+      <TagPickerDialog
+        open={tagPickerOpen}
+        onOpenChange={setTagPickerOpen}
+        targetType="skill"
+        targetId={skill.name}
+        currentTags={skill.tags ?? []}
+      />
       <SkillDetailDialog
         skillName={skill.name}
         open={detailOpen}
@@ -892,8 +1017,16 @@ function InstallSkillDialog({
   const [validationError, setValidationError] = useState<string | null>(null);
   const [isDragging, setIsDragging] = useState(false);
   const [targetCategory, setTargetCategory] = useState<"custom" | "public">("custom");
+  // After a successful install the dialog switches to a "set Chinese name" step.
+  // `installedName` holds the just-installed skill name (null = still on the upload step).
+  const [installedName, setInstalledName] = useState<string | null>(null);
+  const [nameZhDraft, setNameZhDraft] = useState("");
+  // Optional model override for the "AI generate" button (null = configured default).
+  const [nameZhModel, setNameZhModel] = useState<string | null>(null);
   const validateMutation = useValidateSkillUpload();
   const installMutation = useInstallSkillUpload();
+  const setNameZhMutation = useSetSkillNameZh();
+  const generateNameZhMutation = useGenerateSkillNameZh();
 
   const reset = useCallback(() => {
     setFile(null);
@@ -901,14 +1034,30 @@ function InstallSkillDialog({
     setValidationError(null);
     setIsDragging(false);
     setTargetCategory("custom");
+    setInstalledName(null);
+    setNameZhDraft("");
+    setNameZhModel(null);
     if (inputRef.current) inputRef.current.value = "";
   }, []);
 
   const handleClose = useCallback(() => {
-    if (validateMutation.isPending || installMutation.isPending) return;
+    if (
+      validateMutation.isPending ||
+      installMutation.isPending ||
+      setNameZhMutation.isPending ||
+      generateNameZhMutation.isPending
+    )
+      return;
     reset();
     onClose();
-  }, [installMutation.isPending, onClose, reset, validateMutation.isPending]);
+  }, [
+    generateNameZhMutation.isPending,
+    installMutation.isPending,
+    onClose,
+    reset,
+    setNameZhMutation.isPending,
+    validateMutation.isPending,
+  ]);
 
   const acceptFile = useCallback(
     async (selected: File) => {
@@ -964,15 +1113,47 @@ function InstallSkillDialog({
             result.skill_name,
           ),
         );
-        reset();
-        onClose();
+        // Stay open and advance to the optional "set Chinese name" step.
+        setInstalledName(result.skill_name);
+        setNameZhDraft("");
+        setNameZhModel(null);
       } catch (err) {
         toast.error(err instanceof Error ? err.message : String(err));
       }
     },
-    [dialog.installSuccess, dialog.installSuccessReplaced, file, installMutation, onClose, reset, targetCategory],
+    [dialog.installSuccess, dialog.installSuccessReplaced, file, installMutation, targetCategory],
   );
 
+  const handleGenerateNameZh = useCallback(async () => {
+    if (!installedName) return;
+    try {
+      const result = await generateNameZhMutation.mutateAsync({
+        skillName: installedName,
+        modelName: nameZhModel,
+      });
+      setNameZhDraft(result.name_zh ?? "");
+      toast.success(dialog.nameZhGenerated);
+    } catch (err) {
+      toast.error(err instanceof Error ? err.message : String(err));
+    }
+  }, [dialog.nameZhGenerated, generateNameZhMutation, installedName, nameZhModel]);
+
+  const handleSaveNameZh = useCallback(async () => {
+    if (!installedName) return;
+    const trimmed = nameZhDraft.trim();
+    try {
+      // Empty draft = keep whatever is stored (or none); just close.
+      if (trimmed) {
+        await setNameZhMutation.mutateAsync({ skillName: installedName, nameZh: trimmed });
+        toast.success(dialog.nameZhSaved);
+      }
+      reset();
+      onClose();
+    } catch (err) {
+      toast.error(err instanceof Error ? err.message : String(err));
+    }
+  }, [dialog.nameZhSaved, installedName, nameZhDraft, onClose, reset, setNameZhMutation]);
+
   const isPublicConflict = validation?.conflict && validation.conflict_kind === "public";
   const isCustomConflict = validation?.conflict && validation.conflict_kind === "custom";
   // Admin targeting public directory can overwrite an existing public skill.
@@ -984,8 +1165,70 @@ function InstallSkillDialog({
     <Dialog open={open} onOpenChange={(o) => !o && handleClose()}>
       <DialogContent className="max-w-xl">
         <DialogHeader>
-          <DialogTitle>{dialog.title}</DialogTitle>
+          <DialogTitle>{installedName ? dialog.nameZhStepTitle : dialog.title}</DialogTitle>
         </DialogHeader>
+
+        {installedName && (
+          <>
+            <div className="flex flex-col gap-4">
+              <p className="text-muted-foreground text-sm">
+                {dialog.nameZhStepHint.replace("{name}", desensitize(installedName))}
+              </p>
+              <div className="flex items-center gap-2">
+                <Input
+                  value={nameZhDraft}
+                  onChange={(e) => setNameZhDraft(e.currentTarget.value)}
+                  onKeyDown={(e) => {
+                    if (e.key === "Enter") void handleSaveNameZh();
+                  }}
+                  placeholder={dialog.nameZhPlaceholder}
+                  className="h-9 flex-1"
+                  autoFocus
+                  disabled={setNameZhMutation.isPending || generateNameZhMutation.isPending}
+                />
+                <ModelNameSelect
+                  value={nameZhModel}
+                  onChange={setNameZhModel}
+                  disabled={setNameZhMutation.isPending || generateNameZhMutation.isPending}
+                  triggerClassName="h-9 w-[9rem] shrink-0"
+                />
+                <Button
+                  variant="outline"
+                  className="h-9 shrink-0 gap-1 border-violet-300 bg-violet-50 text-violet-700 hover:bg-violet-100 hover:text-violet-800 dark:border-violet-500/40 dark:bg-violet-500/15 dark:text-violet-300 dark:hover:bg-violet-500/25"
+                  onClick={() => void handleGenerateNameZh()}
+                  disabled={setNameZhMutation.isPending || generateNameZhMutation.isPending}
+                  title={dialog.nameZhGenerate}
+                >
+                  {generateNameZhMutation.isPending ? (
+                    <Loader2 className="size-4 animate-spin" />
+                  ) : (
+                    <SparklesIcon className="size-4" />
+                  )}
+                  {dialog.nameZhGenerate}
+                </Button>
+              </div>
+            </div>
+            <DialogFooter>
+              <Button
+                variant="outline"
+                onClick={handleClose}
+                disabled={setNameZhMutation.isPending || generateNameZhMutation.isPending}
+              >
+                {dialog.nameZhSkip}
+              </Button>
+              <Button
+                onClick={() => void handleSaveNameZh()}
+                disabled={setNameZhMutation.isPending || generateNameZhMutation.isPending}
+              >
+                {setNameZhMutation.isPending && <Loader2 className="size-4 animate-spin" />}
+                {t.common.save}
+              </Button>
+            </DialogFooter>
+          </>
+        )}
+
+        {!installedName && (
+        <>
         <div className="flex flex-col gap-4">
           <div
             onDragOver={(e) => {
@@ -1148,6 +1391,8 @@ function InstallSkillDialog({
             {installMutation.isPending ? dialog.installing : dialog.install}
           </Button>
         </DialogFooter>
+        </>
+        )}
       </DialogContent>
     </Dialog>
   );

frontend-web/src/components/workspace/skills/skill-detail-dialog.tsx

@@ -11,6 +11,7 @@ import {
   PencilIcon,
   SlidersHorizontalIcon,
   SparklesIcon,
+  XIcon,
 } from "lucide-react";
 import { useEffect, useMemo, useState } from "react";
 import { toast } from "sonner";
@@ -24,16 +25,20 @@ import {
   DialogHeader,
   DialogTitle,
 } from "@/components/ui/dialog";
+import { Input } from "@/components/ui/input";
 import { Tabs, TabsContent, TabsList, TabsTrigger } from "@/components/ui/tabs";
 import { Textarea } from "@/components/ui/textarea";
 import { MarkdownContent } from "@/components/workspace/messages/markdown-content";
+import { ModelNameSelect } from "@/components/workspace/model-name-select";
 import { SkillDisplayAdapterPanel } from "@/components/workspace/skill-display-adapter-panel";
 import { SkillFilePreviewDialog } from "@/components/workspace/skills/skill-file-preview-dialog";
 import { SkillFileTree } from "@/components/workspace/skills/skill-file-tree";
 import { getStoredAuth } from "@/core/auth";
 import { useI18n } from "@/core/i18n/hooks";
 import {
+  useGenerateSkillNameZh,
   useSetSkillDetail,
+  useSetSkillNameZh,
   useSkill,
   useSkillContent,
   useSkillFiles,
@@ -98,9 +103,15 @@ export function SkillDetailDialog({
   const activeName = open ? skillName : null;
   const { data: skill, isLoading: isSkillLoading } = useSkill(activeName);
   const setDetail = useSetSkillDetail();
+  const setNameZh = useSetSkillNameZh();
+  const generateNameZh = useGenerateSkillNameZh();
 
   const [editing, setEditing] = useState(false);
   const [draft, setDraft] = useState("");
+  const [editingNameZh, setEditingNameZh] = useState(false);
+  const [nameZhDraft, setNameZhDraft] = useState("");
+  // Optional model override for the "AI 生成" button (null = configured default).
+  const [nameZhModel, setNameZhModel] = useState<string | null>(null);
   const [activeTab, setActiveTab] = useState<
     "detail" | "display" | "source" | "files" | null
   >(null);
@@ -109,13 +120,20 @@ export function SkillDetailDialog({
 
   const canManage = useMemo(() => canManageSkill(skill), [skill]);
   const isOwner = useMemo(() => isSkillOwner(skill), [skill]);
+  // Admins may browse any skill's files (the backend authorizes this); owners
+  // may browse their own custom skill. Edit-ability is decided separately by
+  // the backend's `filesData.editable` flag.
+  const canViewFiles = useMemo(() => {
+    if (!skill) return false;
+    return isOwner || getStoredAuth()?.system_role === "admin";
+  }, [skill, isOwner]);
   const {
     data: contentData,
     isLoading: isContentLoading,
     error: contentError,
   } = useSkillContent(open ? skillName : null);
 
-  const filesEnabled = open && isOwner && activeTab === "files";
+  const filesEnabled = open && canViewFiles && activeTab === "files";
   const {
     data: filesData,
     isLoading: isFilesLoading,
@@ -124,11 +142,16 @@ export function SkillDetailDialog({
 
   useEffect(() => {
     setEditing(false);
+    setEditingNameZh(false);
     setActiveTab(null);
     setShowRawSource(false);
     setOpenedFilePath(null);
   }, [open, skillName]);
 
+  useEffect(() => {
+    setNameZhDraft(skill?.name_zh ?? "");
+  }, [skill?.name, skill?.name_zh]);
+
   const skillBody = useMemo(() => {
     return stripYamlFrontmatter(contentData?.content ?? "");
   }, [contentData]);
@@ -152,6 +175,39 @@ export function SkillDetailDialog({
     }
   }
 
+  function startEditingNameZh() {
+    setNameZhDraft(skill?.name_zh ?? "");
+    setEditingNameZh(true);
+  }
+
+  async function handleSaveNameZh() {
+    if (!skill) return;
+    try {
+      await setNameZh.mutateAsync({
+        skillName: skill.name,
+        nameZh: nameZhDraft.trim(),
+      });
+      toast.success("中文名称已保存");
+      setEditingNameZh(false);
+    } catch (err) {
+      toast.error(err instanceof Error ? err.message : String(err));
+    }
+  }
+
+  async function handleGenerateNameZh() {
+    if (!skill) return;
+    try {
+      const result = await generateNameZh.mutateAsync({
+        skillName: skill.name,
+        modelName: nameZhModel,
+      });
+      setNameZhDraft(result.name_zh ?? "");
+      toast.success("已生成中文名称");
+    } catch (err) {
+      toast.error(err instanceof Error ? err.message : String(err));
+    }
+  }
+
   async function copySource() {
     await navigator.clipboard.writeText(contentData?.content ?? "");
     toast.success("Copied SKILL.md content");
@@ -174,25 +230,105 @@ export function SkillDetailDialog({
               <SparklesIcon className="size-5" />
             </div>
             <div className="min-w-0 flex-1">
-              <div className="flex flex-wrap items-center gap-2">
-                <DialogTitle className="truncate text-base">
-                  {desensitize(skill?.name ?? skillName ?? "")}
-                </DialogTitle>
-                {skill?.builtin && (
-                  <Badge variant="secondary" className="text-xs">
-                    {tx.badgeBuiltin}
-                  </Badge>
-                )}
-                {skill?.published && (
-                  <Badge
+              {editingNameZh ? (
+                <div className="flex items-center gap-1.5">
+                  <DialogTitle className="sr-only">
+                    {desensitize(skill?.name ?? skillName ?? "")}
+                  </DialogTitle>
+                  <Input
+                    value={nameZhDraft}
+                    onChange={(event) => setNameZhDraft(event.currentTarget.value)}
+                    onKeyDown={(event) => {
+                      if (event.key === "Enter") void handleSaveNameZh();
+                      if (event.key === "Escape") setEditingNameZh(false);
+                    }}
+                    placeholder={desensitize(skill?.name ?? skillName ?? "")}
+                    className="h-8 max-w-[14rem] flex-1 text-sm"
+                    autoFocus
+                    disabled={generateNameZh.isPending || setNameZh.isPending}
+                  />
+                  <ModelNameSelect
+                    value={nameZhModel}
+                    onChange={setNameZhModel}
+                    disabled={generateNameZh.isPending || setNameZh.isPending}
+                    triggerClassName="h-8 w-[8.5rem] shrink-0"
+                  />
+                  <Button
+                    size="sm"
                     variant="outline"
-                    className="border-sky-500/30 text-xs text-sky-700 dark:text-sky-300"
+                    className="h-8 shrink-0 gap-1 border-violet-300 bg-violet-50 px-2.5 text-xs font-medium text-violet-700 hover:bg-violet-100 hover:text-violet-800 dark:border-violet-500/40 dark:bg-violet-500/15 dark:text-violet-300 dark:hover:bg-violet-500/25"
+                    onClick={() => void handleGenerateNameZh()}
+                    disabled={generateNameZh.isPending || setNameZh.isPending}
+                    title="用所选大模型自动生成中文名"
                   >
-                    <GlobeIcon className="size-3" />
-                    {tx.badgePublished}
-                  </Badge>
-                )}
-              </div>
+                    {generateNameZh.isPending ? (
+                      <Loader2 className="size-3.5 animate-spin" />
+                    ) : (
+                      <SparklesIcon className="size-3.5" />
+                    )}
+                    AI 生成
+                  </Button>
+                  <Button
+                    size="sm"
+                    className="h-8 shrink-0 px-3 text-xs"
+                    onClick={() => void handleSaveNameZh()}
+                    disabled={setNameZh.isPending || generateNameZh.isPending}
+                  >
+                    {setNameZh.isPending && (
+                      <Loader2 className="size-3.5 animate-spin" />
+                    )}
+                    {t.common.save}
+                  </Button>
+                  <Button
+                    size="icon"
+                    variant="ghost"
+                    className="text-muted-foreground hover:text-foreground size-8 shrink-0"
+                    onClick={() => setEditingNameZh(false)}
+                    disabled={setNameZh.isPending}
+                    title={t.common.cancel}
+                  >
+                    <XIcon className="size-4" />
+                  </Button>
+                </div>
+              ) : (
+                <div className="group flex flex-wrap items-center gap-2">
+                  <DialogTitle className="truncate text-base">
+                    {skill?.name_zh?.trim()
+                      ? skill.name_zh
+                      : desensitize(skill?.name ?? skillName ?? "")}
+                  </DialogTitle>
+                  {skill?.name_zh?.trim() && (
+                    <span className="text-muted-foreground truncate font-mono text-xs">
+                      {desensitize(skill?.name ?? skillName ?? "")}
+                    </span>
+                  )}
+                  {canManage && (
+                    <Button
+                      size="icon"
+                      variant="ghost"
+                      className="text-muted-foreground hover:text-foreground size-6 shrink-0 opacity-60 transition-opacity hover:opacity-100"
+                      onClick={startEditingNameZh}
+                      title={skill?.name_zh?.trim() ? "编辑中文名" : "设置中文名"}
+                    >
+                      <PencilIcon className="size-3" />
+                    </Button>
+                  )}
+                  {skill?.builtin && (
+                    <Badge variant="secondary" className="text-xs">
+                      {tx.badgeBuiltin}
+                    </Badge>
+                  )}
+                  {skill?.published && (
+                    <Badge
+                      variant="outline"
+                      className="border-sky-500/30 text-xs text-sky-700 dark:text-sky-300"
+                    >
+                      <GlobeIcon className="size-3" />
+                      {tx.badgePublished}
+                    </Badge>
+                  )}
+                </div>
+              )}
               <DialogDescription className="mt-1 line-clamp-2 text-sm leading-relaxed">
                 {skill?.description ? desensitize(skill.description) : "-"}
               </DialogDescription>
@@ -227,7 +363,7 @@ export function SkillDetailDialog({
                   展示适配
                 </TabsTrigger>
               )}
-              {isOwner && (
+              {canViewFiles && (
                 <TabsTrigger value="files" className="text-xs">
                   <FilesIcon className="mr-1 size-3.5" />
                   {tx.filesSectionTitle}
@@ -349,7 +485,7 @@ export function SkillDetailDialog({
             </TabsContent>
           )}
 
-          {isOwner && (
+          {canViewFiles && (
             <TabsContent
               value="files"
               className="m-0 min-h-0 flex-1 overscroll-contain px-6 py-4 data-[state=inactive]:hidden"

frontend-web/src/components/workspace/tags/tag-search-bar.tsx

@@ -1,8 +1,9 @@
 "use client";
 
-import { CheckIcon, ChevronDownIcon, ChevronUpIcon, SearchIcon } from "lucide-react";
+import { CheckIcon, ChevronDownIcon, ChevronUpIcon, Loader2, SearchIcon } from "lucide-react";
 import { useEffect, useRef, useState, type ReactNode } from "react";
 
+import { Button } from "@/components/ui/button";
 import { Input } from "@/components/ui/input";
 import { useI18n } from "@/core/i18n/hooks";
 import { useTags, type TagType } from "@/core/tags";
@@ -18,27 +19,42 @@ const COLLAPSE_THRESHOLD = 16;
  *
  * The name input is debounced (300ms) before ``onSearchChange`` fires, so the
  * caller can feed the value straight into a server-side query without a
- * request per keystroke.
+ * request per keystroke. Pressing Enter or clicking the 搜索 button flushes the
+ * pending debounce immediately, so users never wait on the timer.
+ *
+ * Pass ``searching`` while a query is in flight to show an inline spinner — it
+ * makes server-side searches feel responsive instead of looking like they kept
+ * the previous results.
  *
  * Tags are rendered inline as a multi-select chip row (instead of a dropdown):
  * "全部" is selected when no tag is picked, and any number of tags can be
  * toggled. Filtering is OR — a resource matches if it carries any picked tag.
- * When there are many tags the row collapses behind a 展开/收起 toggle.
+ * When there are many tags the row collapses behind a 展开/收起 toggle. Pass
+ * ``hideTags`` for resources without tags (e.g. the published-task plaza).
  */
 export function TagSearchBar({
   targetType,
   onSearchChange,
-  tagIds,
+  tagIds = [],
   onTagIdsChange,
   className,
   actions,
+  searching = false,
+  hideTags = false,
+  searchPlaceholder,
 }: {
   targetType: TagType;
   onSearchChange: (value: string) => void;
-  tagIds: string[];
-  onTagIdsChange: (value: string[]) => void;
+  tagIds?: string[];
+  onTagIdsChange?: (value: string[]) => void;
   className?: string;
   actions?: ReactNode;
+  /** Show an inline spinner while the caller's query is fetching. */
+  searching?: boolean;
+  /** Hide the tag chip row for resources that have no tags. */
+  hideTags?: boolean;
+  /** Override the search input placeholder. */
+  searchPlaceholder?: string;
 }) {
   const { t } = useI18n();
   const { data: tags } = useTags(targetType);
@@ -47,11 +63,21 @@ export function TagSearchBar({
   const [expanded, setExpanded] = useState(false);
   const cbRef = useRef(onSearchChange);
   cbRef.current = onSearchChange;
+  // Keep the pending debounce timer so an explicit search (Enter / 搜索 button)
+  // can cancel it and fire immediately instead of racing the 300ms delay.
+  const timerRef = useRef<ReturnType<typeof setTimeout> | null>(null);
   useEffect(() => {
-    const id = setTimeout(() => cbRef.current(input.trim()), 300);
-    return () => clearTimeout(id);
+    timerRef.current = setTimeout(() => cbRef.current(input.trim()), 300);
+    return () => {
+      if (timerRef.current) clearTimeout(timerRef.current);
+    };
   }, [input]);
 
+  const flushSearch = () => {
+    if (timerRef.current) clearTimeout(timerRef.current);
+    cbRef.current(input.trim());
+  };
+
   const allTags = tags ?? [];
   const canCollapse = allTags.length > COLLAPSE_THRESHOLD;
   // When collapsed, always keep the selected tags visible so the active
@@ -62,7 +88,7 @@ export function TagSearchBar({
       : allTags;
 
   const toggleTag = (id: string) => {
-    onTagIdsChange(
+    onTagIdsChange?.(
       tagIds.includes(id) ? tagIds.filter((x) => x !== id) : [...tagIds, id],
     );
   };
@@ -75,8 +101,14 @@ export function TagSearchBar({
           <Input
             value={input}
             onChange={(e) => setInput(e.target.value)}
-            placeholder={t.adminTags.searchPlaceholder}
-            className="pl-8"
+            onKeyDown={(e) => {
+              if (e.key === "Enter") {
+                e.preventDefault();
+                flushSearch();
+              }
+            }}
+            placeholder={searchPlaceholder ?? t.adminTags.searchPlaceholder}
+            className={cn("pl-8", searching && "pr-9")}
             name="tag-search"
             // A `type="password"` field elsewhere on the page (e.g. the private
             // square access gate) makes browsers / password managers pick the
@@ -88,7 +120,24 @@ export function TagSearchBar({
             data-lpignore="true"
             data-form-type="other"
           />
+          {searching && (
+            <Loader2 className="text-muted-foreground absolute right-2.5 top-1/2 size-4 -translate-y-1/2 animate-spin" />
+          )}
         </div>
+        <Button
+          type="button"
+          variant="outline"
+          onClick={flushSearch}
+          className="shrink-0 gap-1.5"
+          title="搜索"
+        >
+          {searching ? (
+            <Loader2 className="size-4 animate-spin" />
+          ) : (
+            <SearchIcon className="size-4" />
+          )}
+          搜索
+        </Button>
         {actions && (
           <div className="flex w-full shrink-0 justify-end sm:w-auto">
             {actions}
@@ -96,11 +145,11 @@ export function TagSearchBar({
         )}
       </div>
 
-      {allTags.length > 0 && (
+      {!hideTags && allTags.length > 0 && (
         <div className="flex flex-wrap items-center gap-1.5">
           <button
             type="button"
-            onClick={() => onTagIdsChange([])}
+            onClick={() => onTagIdsChange?.([])}
             className={cn(
               "inline-flex items-center rounded-full border px-3 py-1 text-xs font-medium transition-all",
               tagIds.length === 0

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

@@ -14,7 +14,7 @@ import {
 } from "@/components/ui/sidebar";
 import { useI18n } from "@/core/i18n/hooks";
 // import { BotIcon, BrainIcon, ListChecks, MessageSquarePlus, MessagesSquare, SparklesIcon, UsersIcon } from "lucide-react";
-import { BotIcon, BrainIcon, ListChecks, MessageSquarePlus, MessagesSquare, PenLine, SparklesIcon, Users } from "lucide-react";
+import { BookOpen, BotIcon, BrainIcon, ListChecks, MessageSquarePlus, MessagesSquare, PenLine, SparklesIcon, Users } from "lucide-react";
 
 import { SidebarCollapseButton } from "./workspace-header";
 import { WorkspaceNavStudio } from "./workspace-nav-studio";
@@ -164,6 +164,18 @@ export function WorkspaceNavChatList({
                 </Link>
               </SidebarMenuButton>
             </SidebarMenuItem>
+            <SidebarMenuItem>
+              <SidebarMenuButton
+                isActive={pathname.startsWith("/page/workspace/knowledge")}
+                asChild
+                className={NAV_ITEM_CLASS}
+              >
+                <Link href="/page/workspace/knowledge">
+                  <BookOpen />
+                  <span>知识库</span>
+                </Link>
+              </SidebarMenuButton>
+            </SidebarMenuItem>
           </>
         )}
       </SidebarMenu>

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

@@ -9,15 +9,12 @@ import {
   DatabaseZapIcon,
   GaugeIcon,
   HistoryIcon,
-  MessageSquareCodeIcon,
-  MessageSquarePlusIcon,
   ScrollTextIcon,
   Settings2Icon,
   SettingsIcon,
-  ShieldCheckIcon,
   SparklesIcon,
   TagsIcon,
-  UsersIcon,
+  TrophyIcon,
 } from "lucide-react";
 import { useEffect, useState } from "react";
 
@@ -148,36 +145,6 @@ export function WorkspaceNavMenu() {
                     <Settings2Icon />
                     {t.common.settings}
                   </DropdownMenuItem>
-                  {isAdmin && (
-                    <DropdownMenuItem
-                      onClick={() =>
-                        navigate("/page/workspace/settings/recommended-questions")
-                      }
-                    >
-                      <MessageSquarePlusIcon />
-                      推荐问题配置
-                    </DropdownMenuItem>
-                  )}
-                  {isAdmin && (
-                    <DropdownMenuItem
-                      onClick={() =>
-                        navigate("/page/workspace/settings/prompt-prefix")
-                      }
-                    >
-                      <MessageSquareCodeIcon />
-                      问答前缀配置
-                    </DropdownMenuItem>
-                  )}
-                  {isAdmin && (
-                    <DropdownMenuItem
-                      onClick={() =>
-                        navigate("/page/workspace/settings/private-square")
-                      }
-                    >
-                      <ShieldCheckIcon />
-                      私密广场配置
-                    </DropdownMenuItem>
-                  )}
                   {isAdmin && (
                     <DropdownMenuItem
                       onClick={() =>
@@ -200,10 +167,12 @@ export function WorkspaceNavMenu() {
                   )}
                   {isAdmin && (
                     <DropdownMenuItem
-                      onClick={() => navigate("/page/workspace/admin")}
+                      onClick={() =>
+                        navigate("/page/strategy/admin/user-leaderboard")
+                      }
                     >
-                      <UsersIcon />
-                      用户中心
+                      <TrophyIcon />
+                      用户排行榜
                     </DropdownMenuItem>
                   )}
                   {isAdmin && (
@@ -232,12 +201,12 @@ export function WorkspaceNavMenu() {
                       技能管理
                     </DropdownMenuItem>
                   )}
-                  <DropdownMenuItem
-                    onClick={() => navigate("/page/workspace/admin/tags")}
-                  >
-                    <TagsIcon />
-                    {t.adminTags.title}
-                  </DropdownMenuItem>
+                  <DropdownMenuItem
+                    onClick={() => navigate("/page/workspace/admin/tags")}
+                  >
+                    <TagsIcon />
+                    {t.adminTags.title}
+                  </DropdownMenuItem>
                   {isAdmin && logSystem?.enabled && logSystem.url && (
                     <DropdownMenuItem
                       onClick={() =>

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

@@ -247,6 +247,32 @@ export async function getUserLeaderboard(
   );
 }
 
+/**
+ * Force a synchronous rebuild of *today's* leaderboard snapshot so the latest
+ * real-time records are included, then return the leaderboard for `range`.
+ */
+export async function refreshTodayLeaderboard(
+  range: {
+    since: string;
+    until: string;
+    days?: number;
+  },
+  limit = 20,
+): Promise<AdminLeaderboardResponse> {
+  const params = new URLSearchParams({
+    days: String(range.days ?? 30),
+    since: range.since,
+    until: range.until,
+    limit: String(limit),
+  });
+  return parse(
+    await apiFetch(`${base()}/leaderboard/refresh-today?${params}`, {
+      method: "POST",
+    }),
+    "Failed to refresh today's leaderboard",
+  );
+}
+
 export async function getUserAnalytics(
   userId: string,
   range: { since: string; until: string; days?: number },

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

@@ -9,6 +9,7 @@ import {
   getUserMemory,
   getUserAnalytics,
   getUserLeaderboard,
+  refreshTodayLeaderboard,
   listUserQa,
   listUserThreadMessages,
   listUserThreads,
@@ -41,6 +42,36 @@ export function useUserLeaderboard(
   });
 }
 
+/**
+ * Force-rebuild today's snapshot, then prime + invalidate the matching
+ * leaderboard query so the page shows the freshly recomputed numbers.
+ */
+export function useRefreshTodayLeaderboard() {
+  const qc = useQueryClient();
+  return useMutation({
+    mutationFn: ({
+      range,
+      limit = 20,
+    }: {
+      range: { since: string; until: string; days?: number };
+      limit?: number;
+    }) => refreshTodayLeaderboard(range, limit),
+    onSuccess: (data, variables) => {
+      qc.setQueryData(
+        [
+          "admin-activity",
+          "leaderboard",
+          variables.range.since,
+          variables.range.until,
+          variables.limit ?? 20,
+        ],
+        data,
+      );
+      qc.invalidateQueries({ queryKey: ["admin-activity", "leaderboard"] });
+    },
+  });
+}
+
 export function useUserAnalytics(
   userId: string | null,
   range: { since: string; until: string; days?: number },

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

@@ -2,13 +2,13 @@ import { getBackendBaseURL } from "@/core/config";
 import { apiFetch } from "@/core/api";
 
 import type {
-  Agent,
-  AgentSelectorResponse,
-  AgentSort,
-  CreateAgentRequest,
-  PaginatedAgents,
-  UpdateAgentRequest,
-} from "./types";
+  Agent,
+  AgentSelectorResponse,
+  AgentSort,
+  CreateAgentRequest,
+  PaginatedAgents,
+  UpdateAgentRequest,
+} from "./types";
 
 const BACKEND_UNAVAILABLE_STATUSES = new Set([502, 503, 504]);
 
@@ -28,21 +28,24 @@ export interface ListAgentsParams {
   /** Pagination scope. Omit for the legacy combined-visibility list. */
   scope?: "mine" | "square";
   /** 1-based page index. Providing this (or scope) enables server-side pagination. */
-  page?: number;
-  pageSize?: number;
-  sort?: AgentSort;
-}
+  page?: number;
+  pageSize?: number;
+  sort?: AgentSort;
+  /** Keep only agents published by this user id (the card's publisher). */
+  owner?: string;
+}
 
 function buildAgentsQuery(params: ListAgentsParams): string {
   const qs = new URLSearchParams();
   if (params.search) qs.set("search", params.search);
   for (const id of params.tagIds ?? []) qs.append("tag_ids", id);
   if (params.scope) qs.set("scope", params.scope);
-  if (params.page != null) qs.set("page", String(params.page));
-  if (params.pageSize != null) qs.set("page_size", String(params.pageSize));
-  if (params.sort) qs.set("sort", params.sort);
-  return qs.toString();
-}
+  if (params.page != null) qs.set("page", String(params.page));
+  if (params.pageSize != null) qs.set("page_size", String(params.pageSize));
+  if (params.sort) qs.set("sort", params.sort);
+  if (params.owner) qs.set("owner", params.owner);
+  return qs.toString();
+}
 
 export async function listAgents(params: ListAgentsParams = {}): Promise<Agent[]> {
   const query = buildAgentsQuery(params);
@@ -129,13 +132,13 @@ export async function deleteAgent(id: string): Promise<void> {
   if (!res.ok) throw new Error(`Failed to delete agent: ${res.statusText}`);
 }
 
-export async function getAgentSelector(): Promise<AgentSelectorResponse> {
+export async function getAgentSelector(): Promise<AgentSelectorResponse> {
   const res = await apiFetch(`${getBackendBaseURL()}/api/agents/selector`);
   if (!res.ok) throw new Error(`Failed to load agent selector: ${res.statusText}`);
   return res.json() as Promise<AgentSelectorResponse>;
-}
-
-export async function favoriteAgent(id: string): Promise<void> {
+}
+
+export async function favoriteAgent(id: string): Promise<void> {
   const res = await apiFetch(`${getBackendBaseURL()}/api/agents/${id}/favorite`, {
     method: "POST",
   });
@@ -145,35 +148,35 @@ export async function favoriteAgent(id: string): Promise<void> {
   }
 }
 
-export async function unfavoriteAgent(id: string): Promise<void> {
+export async function unfavoriteAgent(id: string): Promise<void> {
   const res = await apiFetch(`${getBackendBaseURL()}/api/agents/${id}/favorite`, {
     method: "DELETE",
   });
   if (!res.ok) {
     const err = (await res.json().catch(() => ({}))) as { detail?: string };
     throw new Error(err.detail ?? `Failed to unfavorite agent: ${res.statusText}`);
-  }
-}
-
-export async function pinAgent(id: string): Promise<void> {
-  const res = await apiFetch(`${getBackendBaseURL()}/api/agents/${id}/pin`, {
-    method: "POST",
-  });
-  if (!res.ok) {
-    const err = (await res.json().catch(() => ({}))) as { detail?: string };
-    throw new Error(err.detail ?? `Failed to pin agent: ${res.statusText}`);
-  }
-}
-
-export async function unpinAgent(id: string): Promise<void> {
-  const res = await apiFetch(`${getBackendBaseURL()}/api/agents/${id}/pin`, {
-    method: "DELETE",
-  });
-  if (!res.ok) {
-    const err = (await res.json().catch(() => ({}))) as { detail?: string };
-    throw new Error(err.detail ?? `Failed to unpin agent: ${res.statusText}`);
-  }
-}
+  }
+}
+
+export async function pinAgent(id: string): Promise<void> {
+  const res = await apiFetch(`${getBackendBaseURL()}/api/agents/${id}/pin`, {
+    method: "POST",
+  });
+  if (!res.ok) {
+    const err = (await res.json().catch(() => ({}))) as { detail?: string };
+    throw new Error(err.detail ?? `Failed to pin agent: ${res.statusText}`);
+  }
+}
+
+export async function unpinAgent(id: string): Promise<void> {
+  const res = await apiFetch(`${getBackendBaseURL()}/api/agents/${id}/pin`, {
+    method: "DELETE",
+  });
+  if (!res.ok) {
+    const err = (await res.json().catch(() => ({}))) as { detail?: string };
+    throw new Error(err.detail ?? `Failed to unpin agent: ${res.statusText}`);
+  }
+}
 
 export async function reorderFeaturedAgents(agentIds: string[]): Promise<void> {
   const res = await apiFetch(
@@ -211,14 +214,16 @@ export async function listPrivateAgents(password: string): Promise<Agent[]> {
   return data.agents;
 }
 
-export interface ListPrivateAgentsParams {
-  password: string;
-  search?: string;
-  tagIds?: string[];
-  page?: number;
-  pageSize?: number;
-  sort?: AgentSort;
-}
+export interface ListPrivateAgentsParams {
+  password: string;
+  search?: string;
+  tagIds?: string[];
+  page?: number;
+  pageSize?: number;
+  sort?: AgentSort;
+  /** Keep only agents published by this user id (the card's publisher). */
+  owner?: string;
+}
 
 /** Paginated private-square listing (password-gated). */
 export async function listPrivateAgentsPaginated(
@@ -232,11 +237,12 @@ export async function listPrivateAgentsPaginated(
       body: JSON.stringify({
         password: params.password,
         search: params.search || undefined,
-        tag_ids: params.tagIds && params.tagIds.length ? params.tagIds : undefined,
-        page: params.page,
-        page_size: params.pageSize,
-        sort: params.sort,
-      }),
+        tag_ids: params.tagIds && params.tagIds.length ? params.tagIds : undefined,
+        page: params.page,
+        page_size: params.pageSize,
+        sort: params.sort,
+        owner: params.owner || undefined,
+      }),
     },
   );
   if (!res.ok) {

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

@@ -3,34 +3,34 @@ import {
   useMutation,
   useQuery,
   useQueryClient,
-} from "@tanstack/react-query";
-
-import {
+} from "@tanstack/react-query";
+
+import {
   adminSyncAgentSkills,
   createAgent,
   deleteAgent,
   favoriteAgent,
   getAgent,
   getAgentSelector,
-  listAgents,
-  listAgentsPaginated,
-  listAllAgentsAdmin,
-  listPrivateAgents,
-  listPrivateAgentsPaginated,
-  pinAgent,
-  reorderFeaturedAgents,
-  setAgentFeatured,
-  setAgentPrivate,
-  unfavoriteAgent,
-  unpinAgent,
-  updateAgent,
-} from "./api";
-import type {
-  Agent,
-  AgentSort,
-  CreateAgentRequest,
-  PaginatedAgents,
-  UpdateAgentRequest,
+  listAgents,
+  listAgentsPaginated,
+  listAllAgentsAdmin,
+  listPrivateAgents,
+  listPrivateAgentsPaginated,
+  pinAgent,
+  reorderFeaturedAgents,
+  setAgentFeatured,
+  setAgentPrivate,
+  unfavoriteAgent,
+  unpinAgent,
+  updateAgent,
+} from "./api";
+import type {
+  Agent,
+  AgentSort,
+  CreateAgentRequest,
+  PaginatedAgents,
+  UpdateAgentRequest,
 } from "./types";
 
 /** A cached agent listing is either a plain ``Agent[]`` (legacy ``useAgents``)
@@ -79,31 +79,43 @@ export function useAgents(params: { search?: string; tagIds?: string[] } = {}) {
 /** Server-side paginated agent listing for one gallery tab (scope). Returns
  * the page of agents plus the total count for the "共 N 个" header. */
 export function useAgentsPaginated(params: {
-  scope: "mine" | "square";
-  search?: string;
-  tagIds?: string[];
-  sort?: AgentSort;
-  page: number;
-  pageSize: number;
-  enabled?: boolean;
-}) {
-  const { scope, page, pageSize, enabled = true } = params;
-  const search = params.search ?? "";
-  const tagIds = params.tagIds ?? [];
-  const sort = params.sort ?? "time_desc";
-  const { data, isLoading, error } = useQuery({
+  scope: "mine" | "square";
+  search?: string;
+  tagIds?: string[];
+  sort?: AgentSort;
+  page: number;
+  pageSize: number;
+  enabled?: boolean;
+  /** Keep only agents published by this user id (the card's publisher). */
+  owner?: string;
+}) {
+  const { scope, page, pageSize, enabled = true } = params;
+  const search = params.search ?? "";
+  const tagIds = params.tagIds ?? [];
+  const sort = params.sort ?? "time_desc";
+  const owner = params.owner ?? "";
+  const { data, isLoading, isFetching, error } = useQuery({
     queryKey: [
       "agents",
       "paginated",
-      scope,
-      search,
-      [...tagIds].sort(),
-      sort,
-      page,
-      pageSize,
-    ],
-    queryFn: () =>
-      listAgentsPaginated({ scope, search, tagIds, sort, page, pageSize }),
+      scope,
+      search,
+      [...tagIds].sort(),
+      sort,
+      page,
+      pageSize,
+      owner,
+    ],
+    queryFn: () =>
+      listAgentsPaginated({
+        scope,
+        search,
+        tagIds,
+        sort,
+        page,
+        pageSize,
+        owner: owner || undefined,
+      }),
     enabled,
     placeholderData: keepPreviousData,
   });
@@ -111,6 +123,9 @@ export function useAgentsPaginated(params: {
     agents: data?.agents ?? [],
     total: data?.total ?? 0,
     isLoading,
+    // keepPreviousData keeps isLoading false on subsequent searches; expose
+    // isFetching so callers can show a "searching" indicator on every query.
+    isFetching,
     error,
   };
 }
@@ -180,7 +195,7 @@ export function useDeleteAgent() {
 /** Toggle a user's favorite (收藏) on an agent, with an optimistic flip of
  * ``is_favorite`` across every cached agent listing + detail so the star
  * reacts instantly before the round-trip completes. */
-export function useToggleAgentFavorite() {
+export function useToggleAgentFavorite() {
   const queryClient = useQueryClient();
   return useMutation({
     mutationFn: ({ id, favorite }: { id: string; favorite: boolean }) =>
@@ -196,30 +211,30 @@ export function useToggleAgentFavorite() {
     onSettled: () => {
       void queryClient.invalidateQueries({ queryKey: ["agents"] });
     },
-  });
-}
-
-export function useToggleAgentPin() {
-  const queryClient = useQueryClient();
-  return useMutation({
-    mutationFn: ({ id, pinned }: { id: string; pinned: boolean }) =>
-      pinned ? pinAgent(id) : unpinAgent(id),
-    onMutate: ({ id, pinned }) => {
-      mapCachedAgents(queryClient, (a) =>
-        a.id === id ? { ...a, is_pinned: pinned } : a,
-      );
-      queryClient.setQueryData<Agent | undefined>(["agents", id], (old) =>
-        old ? { ...old, is_pinned: pinned } : old,
-      );
-    },
-    onSuccess: async () => {
-      await queryClient.invalidateQueries({ queryKey: ["agents"] });
-      await queryClient.refetchQueries({ queryKey: ["agents"], type: "active" });
-    },
-  });
-}
-
-export function useAgentSelector() {
+  });
+}
+
+export function useToggleAgentPin() {
+  const queryClient = useQueryClient();
+  return useMutation({
+    mutationFn: ({ id, pinned }: { id: string; pinned: boolean }) =>
+      pinned ? pinAgent(id) : unpinAgent(id),
+    onMutate: ({ id, pinned }) => {
+      mapCachedAgents(queryClient, (a) =>
+        a.id === id ? { ...a, is_pinned: pinned } : a,
+      );
+      queryClient.setQueryData<Agent | undefined>(["agents", id], (old) =>
+        old ? { ...old, is_pinned: pinned } : old,
+      );
+    },
+    onSuccess: async () => {
+      await queryClient.invalidateQueries({ queryKey: ["agents"] });
+      await queryClient.refetchQueries({ queryKey: ["agents"], type: "active" });
+    },
+  });
+}
+
+export function useAgentSelector() {
   const { data, isLoading, error } = useQuery({
     queryKey: ["agents", "selector"],
     queryFn: () => getAgentSelector(),
@@ -230,9 +245,9 @@ export function useAgentSelector() {
     isLoading,
     error,
   };
-}
-
-function invalidateAgentQueries(queryClient: ReturnType<typeof useQueryClient>) {
+}
+
+function invalidateAgentQueries(queryClient: ReturnType<typeof useQueryClient>) {
   void queryClient.invalidateQueries({ queryKey: ["agents"] });
 }
 
@@ -277,39 +292,44 @@ export function usePrivateAgents(password: string | null) {
  * password-gated private square plus the total count. */
 export function usePrivateAgentsPaginated(
   password: string | null,
-  params: {
-    search?: string;
-    tagIds?: string[];
-    sort?: AgentSort;
-    page: number;
-    pageSize: number;
-    enabled?: boolean;
-  },
-) {
-  const { page, pageSize, enabled = true } = params;
-  const search = params.search ?? "";
-  const tagIds = params.tagIds ?? [];
-  const sort = params.sort ?? "time_desc";
-  const { data, isLoading, error, refetch } = useQuery({
+  params: {
+    search?: string;
+    tagIds?: string[];
+    sort?: AgentSort;
+    page: number;
+    pageSize: number;
+    enabled?: boolean;
+    /** Keep only agents published by this user id (the card's publisher). */
+    owner?: string;
+  },
+) {
+  const { page, pageSize, enabled = true } = params;
+  const search = params.search ?? "";
+  const tagIds = params.tagIds ?? [];
+  const sort = params.sort ?? "time_desc";
+  const owner = params.owner ?? "";
+  const { data, isLoading, isFetching, error, refetch } = useQuery({
     queryKey: [
       "agents",
       "private-square",
       password ?? "",
-      "paginated",
-      search,
-      [...tagIds].sort(),
-      sort,
-      page,
-      pageSize,
+      "paginated",
+      search,
+      [...tagIds].sort(),
+      sort,
+      page,
+      pageSize,
+      owner,
     ],
     queryFn: () =>
       listPrivateAgentsPaginated({
-        password: password!,
-        search,
-        tagIds,
-        sort,
-        page,
-        pageSize,
+        password: password!,
+        search,
+        tagIds,
+        sort,
+        page,
+        pageSize,
+        owner: owner || undefined,
       }),
     enabled: !!password && enabled,
     staleTime: 30_000,
@@ -320,6 +340,7 @@ export function usePrivateAgentsPaginated(
     agents: data?.agents ?? [],
     total: data?.total ?? 0,
     isLoading,
+    isFetching,
     error,
     refetch,
   };

frontend-web/src/core/agents/types.ts

@@ -1,10 +1,12 @@
 import type { Tag } from "@/core/tags";
 
-export interface Agent {
+export interface Agent {
   id: string;
   name: string;
   description: string;
   user_id: string | null;
+  /** Publisher username (email local part); null for built-in agents. */
+  owner_username?: string | null;
   published: boolean;
   is_private: boolean;
   builtin: boolean;
@@ -17,15 +19,15 @@ export interface Agent {
   tags?: Tag[];
   featured_order?: number | null;
   /** Whether the current user has favorited (收藏) this agent. */
-  is_favorite?: boolean;
-  is_pinned?: boolean;
-}
-
-export type AgentSort = "time_desc" | "time_asc" | "updated_desc" | "updated_asc" | "name_asc" | "name_desc";
-
-export interface AgentSelectorResponse {
-  agents: Agent[];
-}
+  is_favorite?: boolean;
+  is_pinned?: boolean;
+}
+
+export type AgentSort = "time_desc" | "time_asc" | "updated_desc" | "updated_asc" | "name_asc" | "name_desc";
+
+export interface AgentSelectorResponse {
+  agents: Agent[];
+}
 
 /** Pagination envelope returned by the server-side paginated agent listings. */
 export interface PaginatedAgents {

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

@@ -25,6 +25,10 @@ export const enUS: Translations = {
     edit: "Edit",
     rename: "Rename",
     share: "Share",
+    pin: "Pin",
+    unpin: "Unpin",
+    favorite: "Favorite",
+    unfavorite: "Unfavorite",
     openInNewWindow: "Open in new window",
     close: "Close",
     more: "More",
@@ -255,6 +259,14 @@ export const enUS: Translations = {
   // Chats
   chats: {
     searchChats: "Search chats",
+    pinnedSection: "Pinned",
+    allChats: "All",
+    favorites: "Favorites",
+    onlyFavorites: "Favorites only",
+    prevPage: "Previous",
+    nextPage: "Next",
+    noChats: "No conversations yet",
+    noFavorites: "No favorited conversations yet",
   },
 
   // Conversation sharing
@@ -586,6 +598,14 @@ export const enUS: Translations = {
         targetCategoryLabel: "Install to",
         categoryCustom: "Custom skill",
         categoryPublic: "Built-in (admin)",
+        nameZhStepTitle: "Set Chinese name",
+        nameZhStepHint:
+          "Skill '{name}' is installed. You can give it a Chinese display name, or let the model generate a default one (leave blank to use the English name).",
+        nameZhPlaceholder: "Enter a Chinese name (optional)",
+        nameZhGenerate: "AI generate",
+        nameZhSkip: "Skip",
+        nameZhGenerated: "Chinese name generated",
+        nameZhSaved: "Chinese name saved",
       },
     },
     skillEvolution: {

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

@@ -26,6 +26,10 @@ export interface Translations {
     edit: string;
     rename: string;
     share: string;
+    pin: string;
+    unpin: string;
+    favorite: string;
+    unfavorite: string;
     openInNewWindow: string;
     close: string;
     more: string;
@@ -198,6 +202,14 @@ export interface Translations {
   // Chats
   chats: {
     searchChats: string;
+    pinnedSection: string;
+    allChats: string;
+    favorites: string;
+    onlyFavorites: string;
+    prevPage: string;
+    nextPage: string;
+    noChats: string;
+    noFavorites: string;
   };
 
   // Conversation sharing
@@ -511,6 +523,13 @@ export interface Translations {
         targetCategoryLabel: string;
         categoryCustom: string;
         categoryPublic: string;
+        nameZhStepTitle: string;
+        nameZhStepHint: string;
+        nameZhPlaceholder: string;
+        nameZhGenerate: string;
+        nameZhSkip: string;
+        nameZhGenerated: string;
+        nameZhSaved: string;
       };
     };
     skillEvolution: {

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

@@ -25,6 +25,10 @@ export const zhCN: Translations = {
     edit: "编辑",
     rename: "重命名",
     share: "分享",
+    pin: "置顶",
+    unpin: "取消置顶",
+    favorite: "收藏",
+    unfavorite: "取消收藏",
     openInNewWindow: "在新窗口打开",
     close: "关闭",
     more: "更多",
@@ -242,6 +246,14 @@ export const zhCN: Translations = {
   // Chats
   chats: {
     searchChats: "搜索对话",
+    pinnedSection: "置顶",
+    allChats: "全部",
+    favorites: "收藏",
+    onlyFavorites: "只看收藏",
+    prevPage: "上一页",
+    nextPage: "下一页",
+    noChats: "暂无对话",
+    noFavorites: "暂无收藏的对话",
   },
 
   // Conversation sharing
@@ -559,6 +571,14 @@ export const zhCN: Translations = {
         targetCategoryLabel: `安装到`,
         categoryCustom: `自定义技能`,
         categoryPublic: `内置技能（管理员）`,
+        nameZhStepTitle: "设置中文名",
+        nameZhStepHint:
+          "技能 “{name}” 已安装。你可以为它填写一个中文名，或让大模型自动生成一个默认中文名（留空则使用英文名）。",
+        nameZhPlaceholder: "请输入中文名（可留空）",
+        nameZhGenerate: "AI 生成",
+        nameZhSkip: "跳过",
+        nameZhGenerated: "已生成中文名称",
+        nameZhSaved: "已保存中文名",
       },
     },
     skillEvolution: {

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

@@ -0,0 +1,226 @@
+import { apiFetch } from "@/core/api";
+import { getBackendBaseURL } from "@/core/config";
+
+import type {
+  BatchIngestPayload,
+  BatchIngestResult,
+  GraphExportResult,
+  IngestThreadPayload,
+  KnowledgeListParams,
+  KnowledgeListResponse,
+  KnowledgeNote,
+  KnowledgeSearchItem,
+  VaultPage,
+  WikilinkResolutionMap,
+} from "./types";
+
+const baseUrl = () => `${getBackendBaseURL()}/api/knowledge`;
+
+async function parseResponse<T>(response: Response): Promise<T> {
+  if (!response.ok) {
+    const error = await response
+      .json()
+      .catch(() => ({ detail: "Request failed" }));
+    const detail = error.detail;
+    if (typeof detail === "string") throw new Error(detail);
+    throw new Error("请求失败");
+  }
+  return response.json() as Promise<T>;
+}
+
+export async function listKnowledgeNotes(params: KnowledgeListParams = {}) {
+  const qs = new URLSearchParams();
+  if (params.keyword) qs.set("keyword", params.keyword);
+  if (params.tag) qs.set("tag", params.tag);
+  if (params.source_type) qs.set("source_type", params.source_type);
+  if (params.status) qs.set("status", params.status);
+  qs.set("limit", String(params.limit ?? 20));
+  qs.set("offset", String(params.offset ?? 0));
+  return parseResponse<KnowledgeListResponse>(
+    await apiFetch(`${baseUrl()}/notes?${qs.toString()}`),
+  );
+}
+
+export async function getKnowledgeNote(noteId: string) {
+  return parseResponse<KnowledgeNote>(
+    await apiFetch(`${baseUrl()}/notes/${encodeURIComponent(noteId)}`),
+  );
+}
+
+export async function createKnowledgeNote(data: {
+  title: string;
+  content_md: string;
+  summary?: string | null;
+  tags?: string[];
+  status?: string;
+}) {
+  const res = await parseResponse<{ note: KnowledgeNote }>(
+    await apiFetch(`${baseUrl()}/notes`, {
+      method: "POST",
+      headers: { "Content-Type": "application/json" },
+      body: JSON.stringify(data),
+    }),
+  );
+  return res.note;
+}
+
+export async function updateKnowledgeNote(
+  noteId: string,
+  data: Partial<{
+    title: string;
+    content_md: string;
+    summary: string | null;
+    tags: string[];
+    status: string;
+  }>,
+) {
+  return parseResponse<KnowledgeNote>(
+    await apiFetch(`${baseUrl()}/notes/${encodeURIComponent(noteId)}`, {
+      method: "PUT",
+      headers: { "Content-Type": "application/json" },
+      body: JSON.stringify(data),
+    }),
+  );
+}
+
+export async function deleteKnowledgeNote(noteId: string, hard = false) {
+  return parseResponse<{ ok: boolean; note_id: string }>(
+    await apiFetch(
+      `${baseUrl()}/notes/${encodeURIComponent(noteId)}${hard ? "?hard=true" : ""}`,
+      { method: "DELETE" },
+    ),
+  );
+}
+
+export async function searchKnowledge(query: string, limit = 8) {
+  const res = await parseResponse<{ items: KnowledgeSearchItem[] }>(
+    await apiFetch(`${baseUrl()}/search`, {
+      method: "POST",
+      headers: { "Content-Type": "application/json" },
+      body: JSON.stringify({ query, mode: "keyword", limit }),
+    }),
+  );
+  return res.items;
+}
+
+export async function ingestThread(threadId: string, payload: IngestThreadPayload = {}) {
+  return parseResponse<{
+    note?: KnowledgeNote;
+    created?: boolean;
+    queued?: boolean;
+  }>(
+    await apiFetch(`${baseUrl()}/ingest/thread/${encodeURIComponent(threadId)}`, {
+      method: "POST",
+      headers: { "Content-Type": "application/json" },
+      body: JSON.stringify(payload),
+    }),
+  );
+}
+
+export async function ingestThreadsBatch(payload: BatchIngestPayload = {}) {
+  return parseResponse<BatchIngestResult>(
+    await apiFetch(`${baseUrl()}/ingest/threads/batch`, {
+      method: "POST",
+      headers: { "Content-Type": "application/json" },
+      body: JSON.stringify(payload),
+    }),
+  );
+}
+
+/** Resolve `[[wikilink]]` targets to note ids / vault pages. */
+export async function resolveWikilinks(targets: string[]) {
+  const res = await parseResponse<{ resolved: WikilinkResolutionMap }>(
+    await apiFetch(`${baseUrl()}/resolve`, {
+      method: "POST",
+      headers: { "Content-Type": "application/json" },
+      body: JSON.stringify({ targets }),
+    }),
+  );
+  return res.resolved;
+}
+
+/** Resolve every `[[wikilink]]` inside a note's body in one call. */
+export async function resolveNoteWikilinks(noteId: string) {
+  const res = await parseResponse<{ resolved: WikilinkResolutionMap }>(
+    await apiFetch(
+      `${baseUrl()}/notes/${encodeURIComponent(noteId)}/wikilinks`,
+    ),
+  );
+  return res.resolved;
+}
+
+/** Fetch a raw vault meta/hub Markdown page (no DB note) by its path. */
+export async function fetchVaultPage(path: string) {
+  return parseResponse<VaultPage>(
+    await apiFetch(`${baseUrl()}/vault-page?path=${encodeURIComponent(path)}`),
+  );
+}
+
+export async function exportKnowledgeGraph() {
+  return parseResponse<GraphExportResult>(
+    await apiFetch(`${baseUrl()}/export/graph`, { method: "POST" }),
+  );
+}
+
+/** Absolute URL of a served wiki-export file (for iframe / download). */
+export function knowledgeExportFileUrl(filename: string) {
+  return `${baseUrl()}/export/files/${encodeURIComponent(filename)}`;
+}
+
+// --- phase 2/3/4 ---
+
+export interface KnowledgeVersion {
+  id: string;
+  note_id: string;
+  title: string;
+  summary?: string | null;
+  content_md: string;
+  status: string;
+  tags: string[];
+  edited_by?: string | null;
+  created_at?: string | null;
+}
+
+export async function listNoteVersions(noteId: string) {
+  const res = await parseResponse<{ items: KnowledgeVersion[] }>(
+    await apiFetch(`${baseUrl()}/notes/${encodeURIComponent(noteId)}/versions`),
+  );
+  return res.items;
+}
+
+export interface DuplicateGroup {
+  primary: { id: string; title: string | null };
+  duplicates: Array<{ id: string; title: string | null; score: number }>;
+}
+
+export async function listDuplicates() {
+  const res = await parseResponse<{ groups: DuplicateGroup[] }>(
+    await apiFetch(`${baseUrl()}/duplicates`),
+  );
+  return res.groups;
+}
+
+export async function mergeKnowledgeNotes(primaryId: string, duplicateIds: string[]) {
+  return parseResponse<{ note: KnowledgeNote }>(
+    await apiFetch(`${baseUrl()}/merge`, {
+      method: "POST",
+      headers: { "Content-Type": "application/json" },
+      body: JSON.stringify({ primary_id: primaryId, duplicate_ids: duplicateIds }),
+    }),
+  );
+}
+
+export async function reindexKnowledge() {
+  return parseResponse<{ reindexed: number; embedding_enabled: number }>(
+    await apiFetch(`${baseUrl()}/reindex`, { method: "POST" }),
+  );
+}
+
+export interface KnowledgeGraph {
+  nodes: Array<{ id: string; type: string; label: string; category?: string | null }>;
+  edges: Array<{ id: string; source: string; target: string; label: string; weight: number }>;
+}
+
+export async function getKnowledgeGraph() {
+  return parseResponse<KnowledgeGraph>(await apiFetch(`${baseUrl()}/graph`));
+}

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

@@ -0,0 +1,125 @@
+import {
+  keepPreviousData,
+  useMutation,
+  useQuery,
+  useQueryClient,
+} from "@tanstack/react-query";
+
+import {
+  createKnowledgeNote,
+  deleteKnowledgeNote,
+  exportKnowledgeGraph,
+  fetchVaultPage,
+  getKnowledgeNote,
+  ingestThread,
+  ingestThreadsBatch,
+  listDuplicates,
+  listKnowledgeNotes,
+  mergeKnowledgeNotes,
+  resolveNoteWikilinks,
+  searchKnowledge,
+  updateKnowledgeNote,
+} from "./api";
+import type { KnowledgeListParams } from "./types";
+
+const ROOT_KEY = ["knowledge"] as const;
+
+export function useKnowledgeNotes(params: KnowledgeListParams = {}) {
+  return useQuery({
+    queryKey: [...ROOT_KEY, "list", params],
+    queryFn: () => listKnowledgeNotes(params),
+    placeholderData: keepPreviousData,
+    refetchOnWindowFocus: false,
+  });
+}
+
+export function useKnowledgeNote(noteId: string | undefined) {
+  return useQuery({
+    queryKey: [...ROOT_KEY, "note", noteId],
+    queryFn: () => getKnowledgeNote(noteId as string),
+    enabled: !!noteId,
+    refetchOnWindowFocus: false,
+  });
+}
+
+export function useNoteWikilinks(noteId: string | undefined) {
+  return useQuery({
+    queryKey: [...ROOT_KEY, "wikilinks", noteId],
+    queryFn: () => resolveNoteWikilinks(noteId as string),
+    enabled: !!noteId,
+    refetchOnWindowFocus: false,
+  });
+}
+
+export function useVaultPage(path: string | undefined) {
+  return useQuery({
+    queryKey: [...ROOT_KEY, "vault-page", path],
+    queryFn: () => fetchVaultPage(path as string),
+    enabled: !!path,
+    refetchOnWindowFocus: false,
+  });
+}
+
+export function useKnowledgeSearch(query: string, enabled: boolean) {
+  return useQuery({
+    queryKey: [...ROOT_KEY, "search", query],
+    queryFn: () => searchKnowledge(query),
+    enabled: enabled && query.trim().length > 0,
+    placeholderData: keepPreviousData,
+    refetchOnWindowFocus: false,
+  });
+}
+
+export function useKnowledgeActions() {
+  const queryClient = useQueryClient();
+  const invalidate = () =>
+    queryClient.invalidateQueries({ queryKey: ROOT_KEY });
+
+  return {
+    create: useMutation({ mutationFn: createKnowledgeNote, onSuccess: invalidate }),
+    update: useMutation({
+      mutationFn: ({
+        noteId,
+        data,
+      }: {
+        noteId: string;
+        data: Parameters<typeof updateKnowledgeNote>[1];
+      }) => updateKnowledgeNote(noteId, data),
+      onSuccess: invalidate,
+    }),
+    remove: useMutation({
+      mutationFn: ({ noteId, hard }: { noteId: string; hard?: boolean }) =>
+        deleteKnowledgeNote(noteId, hard),
+      onSuccess: invalidate,
+    }),
+    ingestThread: useMutation({
+      mutationFn: ({
+        threadId,
+        payload,
+      }: {
+        threadId: string;
+        payload?: Parameters<typeof ingestThread>[1];
+      }) => ingestThread(threadId, payload),
+      onSuccess: invalidate,
+    }),
+    batchIngest: useMutation({
+      mutationFn: ingestThreadsBatch,
+      onSuccess: invalidate,
+    }),
+    exportGraph: useMutation({ mutationFn: exportKnowledgeGraph }),
+    merge: useMutation({
+      mutationFn: ({ primaryId, duplicateIds }: { primaryId: string; duplicateIds: string[] }) =>
+        mergeKnowledgeNotes(primaryId, duplicateIds),
+      onSuccess: invalidate,
+    }),
+  };
+}
+
+export function useKnowledgeDuplicates(enabled: boolean) {
+  return useQuery({
+    queryKey: [...ROOT_KEY, "duplicates"],
+    queryFn: listDuplicates,
+    enabled,
+    refetchOnWindowFocus: false,
+  });
+}

frontend-web/src/core/knowledge/types.ts

@@ -0,0 +1,144 @@
+export type KnowledgeStatus = "draft" | "approved" | "archived";
+export type KnowledgeSourceType =
+  | "thread"
+  | "search"
+  | "tool"
+  | "file"
+  | "manual"
+  | "report";
+
+export interface KnowledgeSource {
+  id: string;
+  note_id: string;
+  source_type: string;
+  thread_id?: string | null;
+  message_id?: string | null;
+  tool_name?: string | null;
+  title?: string | null;
+  url?: string | null;
+  snippet?: string | null;
+  created_at?: string | null;
+}
+
+export interface KnowledgeEntity {
+  name: string;
+  entity_type?: string | null;
+}
+
+export interface KnowledgeNote {
+  id: string;
+  title: string;
+  summary?: string | null;
+  content_md: string;
+  vault_path?: string | null;
+  source_type: string;
+  source_id?: string | null;
+  status: KnowledgeStatus;
+  confidence?: number;
+  created_by?: string | null;
+  updated_by?: string | null;
+  created_by_name?: string | null;
+  updated_by_name?: string | null;
+  created_at?: string | null;
+  updated_at?: string | null;
+  tags: string[];
+  entities?: KnowledgeEntity[];
+  sources?: KnowledgeSource[];
+}
+
+export interface KnowledgeListResponse {
+  items: KnowledgeNote[];
+  total: number;
+}
+
+export interface KnowledgeListParams {
+  keyword?: string;
+  tag?: string;
+  source_type?: string;
+  status?: string;
+  limit?: number;
+  offset?: number;
+}
+
+export type WikilinkKind = "note" | "vault" | "missing";
+
+export interface WikilinkResolution {
+  target: string;
+  normalized?: string;
+  kind: WikilinkKind;
+  exists: boolean;
+  note_id?: string;
+  vault_path?: string;
+  title?: string;
+}
+
+/** Map of original `[[target]]` string → its resolution. */
+export type WikilinkResolutionMap = Record<string, WikilinkResolution>;
+
+export interface VaultPage {
+  path: string;
+  title: string;
+  content_md: string;
+}
+
+export interface KnowledgeSearchItem {
+  note_id: string;
+  chunk_id?: string | null;
+  title?: string | null;
+  summary?: string | null;
+  snippet?: string | null;
+  score: number;
+  tags: string[];
+  source_type?: string | null;
+  updated_at?: string | null;
+}
+
+export interface IngestThreadPayload {
+  mode?: "summary" | "full";
+  title?: string | null;
+  status?: KnowledgeStatus;
+  tags?: string[];
+  include_sources?: boolean;
+  /** When true the backend sediments asynchronously and returns immediately. */
+  background?: boolean;
+  /** Optional model override for knowledge extraction (null = configured default). */
+  model_name?: string | null;
+}
+
+export interface BatchIngestPayload {
+  limit?: number;
+  offset?: number;
+  status?: KnowledgeStatus;
+  include_sources?: boolean;
+  skip_existing?: boolean;
+  mode?: "summary" | "full";
+  /** Optional model override for knowledge extraction (null = configured default). */
+  model_name?: string | null;
+}
+
+export interface BatchIngestResult {
+  ok: boolean;
+  processed: number;
+  created: number;
+  skipped: number;
+  failed: number;
+  /** Notes that fell back to rule-based extraction because the model failed. */
+  llm_fallback?: number;
+  items: Array<{
+    thread_id: string;
+    note_id: string | null;
+    status: string;
+    llm_fallback?: boolean;
+  }>;
+}
+
+export interface GraphExportResult {
+  ok: boolean;
+  files: {
+    graph_json: string;
+    graph_html: string;
+    graph_graphml: string;
+    cypher: string;
+  };
+  stats: { nodes: number; edges: number };
+}

frontend-web/src/core/page-layout/sidebar-menu.ts

@@ -9,6 +9,7 @@
  */
 import type { ElementType } from "react";
 import {
+  BookOpen,
   Bot,
   Brain,
   CalendarClock,
@@ -28,14 +29,13 @@ import {
   ListChecks,
   ListTodo,
   MessageSquareCode,
-  MessageSquarePlus,
   Network,
   NotebookPen,
   Plus,
   Settings,
-  ShieldCheck,
   Sparkles,
   Target,
+  Trophy,
   Users,
 } from "lucide-react";
 
@@ -233,27 +233,6 @@ export const sidebarMenuItems: MenuItem[] = [
         icon: ListChecks,
         path: "/page/strategy/scheduled/tasks",
       },
-      {
-        id: "mgmt-recommended-questions",
-        label: "推荐问题配置",
-        icon: MessageSquarePlus,
-        path: "/page/strategy/settings/recommended-questions",
-        adminOnly: true,
-      },
-      {
-        id: "mgmt-prompt-prefix",
-        label: "问答前缀配置",
-        icon: MessageSquareCode,
-        path: "/page/strategy/settings/prompt-prefix",
-        adminOnly: true,
-      },
-      {
-        id: "mgmt-private-square",
-        label: "私密广场配置",
-        icon: ShieldCheck,
-        path: "/page/strategy/settings/private-square",
-        adminOnly: true,
-      },
       {
         id: "mgmt-llm-metrics",
         label: "大模型调用统计",
@@ -268,6 +247,13 @@ export const sidebarMenuItems: MenuItem[] = [
         path: "/page/strategy/admin/users",
         adminOnly: true,
       },
+      {
+        id: "mgmt-user-leaderboard",
+        label: "用户排行榜",
+        icon: Trophy,
+        path: "/page/strategy/admin/user-leaderboard",
+        adminOnly: true,
+      },
       {
         id: "mgmt-admin-scheduled-tasks",
         label: "定时任务管理",
@@ -295,6 +281,12 @@ export const sidebarMenuItems: MenuItem[] = [
         icon: Network,
         path: "/page/strategy/resource-management/resource-network-actor",
       },
+      {
+        id: "resource-knowledge-native",
+        label: "知识库",
+        icon: BookOpen,
+        path: "/page/workspace/knowledge",
+      },
       {
         id: "resource-knowledge-base",
         label: "知识库资源管理",
@@ -318,6 +310,7 @@ export const defaultExpandedIds: ReadonlySet<string> = new Set([
   "light-app-note-management",
   "task-management",
   "xk-center-task",
+  "comprehensive-management",
 ]);
 
 /** 按 admin 角色过滤菜单：非 admin 不展示 ``adminOnly: true`` 的项及其子项 */

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

@@ -430,6 +430,78 @@ export async function saveSkillFile(
   return response.json() as Promise<SkillFileSaveResponse>;
 }
 
+export interface SkillNameZhResponse {
+  name: string;
+  name_zh: string | null;
+}
+
+export interface GenerateMissingSkillNameZhResponse {
+  generated: SkillNameZhResponse[];
+  failed: string[];
+  skipped: number;
+  /** Representative model error when some skills failed due to the LLM. */
+  model_error?: string | null;
+}
+
+/**
+ * Set a skill's Chinese display name. An empty string clears it (falls back to
+ * the English name).
+ */
+export async function setSkillNameZh(
+  skillName: string,
+  nameZh: string,
+): Promise<SkillNameZhResponse> {
+  const response = await apiFetch(
+    `${getBackendBaseURL()}/api/skills/${encodeURIComponent(skillName)}/name-zh`,
+    {
+      method: "PUT",
+      headers: { "Content-Type": "application/json" },
+      body: JSON.stringify({ name_zh: nameZh }),
+    },
+  );
+  if (!response.ok) {
+    throw await parseDetailedError(response, "Failed to set skill Chinese name");
+  }
+  return response.json() as Promise<SkillNameZhResponse>;
+}
+
+/** Ask the LLM to generate and persist a Chinese name for a single skill. */
+export async function generateSkillNameZh(
+  skillName: string,
+  modelName?: string | null,
+): Promise<SkillNameZhResponse> {
+  const response = await apiFetch(
+    `${getBackendBaseURL()}/api/skills/${encodeURIComponent(skillName)}/name-zh/generate`,
+    {
+      method: "POST",
+      headers: { "Content-Type": "application/json" },
+      body: JSON.stringify({ model_name: modelName ?? null }),
+    },
+  );
+  if (!response.ok) {
+    throw await parseDetailedError(response, "Failed to generate skill Chinese name");
+  }
+  return response.json() as Promise<SkillNameZhResponse>;
+}
+
+/** One-click (admin): generate Chinese names for every skill that lacks one. */
+export async function generateMissingSkillNameZh(
+  modelName?: string | null,
+): Promise<GenerateMissingSkillNameZhResponse> {
+  const response = await apiFetch(
+    `${getBackendBaseURL()}/api/skills/name-zh/generate-missing`,
+    {
+      method: "POST",
+      headers: { "Content-Type": "application/json" },
+      body: JSON.stringify({ model_name: modelName ?? null }),
+    },
+  );
+  if (!response.ok) {
+    throw await parseDetailedError(response, "Failed to bulk-generate skill Chinese names");
+  }
+  return response.json() as Promise<GenerateMissingSkillNameZhResponse>;
+}
+
 export interface SetSkillDetailResponse {
   name: string;
   detail: string | null;

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

@@ -9,6 +9,8 @@ import {
   deleteCustomSkill,
   duplicateSkill,
   enableSkill,
+  generateMissingSkillNameZh,
+  generateSkillNameZh,
   getSkill,
   getSkillContent,
   getSkillFileContent,
@@ -17,6 +19,7 @@ import {
   reconcileCustomSkills,
   saveSkillFile,
   setSkillDetail,
+  setSkillNameZh,
   setSkillDisplay,
   setSkillPinned,
   setSkillFeatured,
@@ -90,6 +93,40 @@ export function useSetSkillDetail() {
   });
 }
 
+export function useSetSkillNameZh() {
+  const queryClient = useQueryClient();
+  return useMutation({
+    mutationFn: ({ skillName, nameZh }: { skillName: string; nameZh: string }) =>
+      setSkillNameZh(skillName, nameZh),
+    onSuccess: (_data, { skillName }) => {
+      void queryClient.invalidateQueries({ queryKey: ["skills"] });
+      void queryClient.invalidateQueries({ queryKey: ["skill", skillName] });
+    },
+  });
+}
+
+export function useGenerateSkillNameZh() {
+  const queryClient = useQueryClient();
+  return useMutation({
+    mutationFn: ({ skillName, modelName }: { skillName: string; modelName?: string | null }) =>
+      generateSkillNameZh(skillName, modelName),
+    onSuccess: (_data, { skillName }) => {
+      void queryClient.invalidateQueries({ queryKey: ["skills"] });
+      void queryClient.invalidateQueries({ queryKey: ["skill", skillName] });
+    },
+  });
+}
+
+export function useGenerateMissingSkillNameZh() {
+  const queryClient = useQueryClient();
+  return useMutation({
+    mutationFn: (modelName?: string | null) => generateMissingSkillNameZh(modelName),
+    onSuccess: () => {
+      void queryClient.invalidateQueries({ queryKey: ["skills"] });
+    },
+  });
+}
+
 export function useSetSkillDisplay() {
   const queryClient = useQueryClient();
   return useMutation({

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

@@ -42,6 +42,8 @@ export interface SkillDisplayConfig extends Omit<SkillDisplayResultSetConfig, "k
 
 export interface Skill {
   name: string;
+  // 用户配置或大模型生成的中文名称;为空时界面回退到使用英文 name。
+  name_zh?: string | null;
   description: string;
   category: string;
   license: string;
@@ -49,6 +51,9 @@ export interface Skill {
   // Multitenancy fields — owner_user_id is null for built-in / public skills.
   // ``builtin`` mirrors that nullness for explicit branching on the UI side.
   owner_user_id?: string | null;
+  // Publisher username (email local part) resolved from owner_user_id by the
+  // backend. Null for built-in / public skills with no human owner.
+  owner_username?: string | null;
   published?: boolean;
   builtin?: boolean;
   // Long-form detail/introduction authored by the skill owner or an admin.

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

@@ -621,15 +621,15 @@ export function useThreadStream({
           lockThreadRagMode(threadId);
         }
 
-        const mergedContext = {
-          ...context,
-          ...extraContext,
-        };
-
-        await thread.submit(
-          {
-            messages: [
-              {
+        const mergedContext = {
+          ...context,
+          ...extraContext,
+        };
+
+        await thread.submit(
+          {
+            messages: [
+              {
                 type: "human",
                 content: [
                   {
@@ -647,33 +647,33 @@ export function useThreadStream({
               },
             ],
           },
-          {
-            threadId: threadId,
-            streamSubgraphs: true,
-            streamResumable: true,
-            config: {
-              recursion_limit: 1000,
-            },
-            context: {
-              ...mergedContext,
-              thinking_enabled: mergedContext.mode !== "flash",
-              is_plan_mode:
-                mergedContext.mode === "pro" || mergedContext.mode === "ultra",
-              subagent_enabled: mergedContext.mode === "ultra",
-              reasoning_effort:
-                mergedContext.reasoning_effort ??
-                (mergedContext.mode === "ultra"
-                  ? "high"
-                  : mergedContext.mode === "pro"
-                    ? "medium"
-                    : mergedContext.mode === "thinking"
-                      ? "low"
-                      : undefined),
-              memory_injection_enabled:
-                mergedContext.memory_injection_enabled ?? true,
-              rag_mode_enabled: ragModeEnabled,
-              thread_id: threadId,
-            },
+          {
+            threadId: threadId,
+            streamSubgraphs: true,
+            streamResumable: true,
+            config: {
+              recursion_limit: 1000,
+            },
+            context: {
+              ...mergedContext,
+              thinking_enabled: mergedContext.mode !== "flash",
+              is_plan_mode:
+                mergedContext.mode === "pro" || mergedContext.mode === "ultra",
+              subagent_enabled: mergedContext.mode === "ultra",
+              reasoning_effort:
+                mergedContext.reasoning_effort ??
+                (mergedContext.mode === "ultra"
+                  ? "high"
+                  : mergedContext.mode === "pro"
+                    ? "medium"
+                    : mergedContext.mode === "thinking"
+                      ? "low"
+                      : undefined),
+              memory_injection_enabled:
+                mergedContext.memory_injection_enabled ?? true,
+              rag_mode_enabled: ragModeEnabled,
+              thread_id: threadId,
+            },
           },
         );
         void queryClient.invalidateQueries({ queryKey: ["threads", "search"] });
@@ -853,6 +853,86 @@ export function useDeleteMessage() {
   });
 }
 
+/**
+ * Merge metadata into a conversation's record via the Gateway
+ * `PATCH /api/threads/{id}` route. Used to persist per-conversation flags such
+ * as `is_pinned` (置顶) and `is_favorite` (收藏) — a conversation belongs to a
+ * single user, so these live directly on the thread metadata (no join table).
+ * Updates the `["threads", "search"]` cache optimistically so the UI reflects
+ * the toggle immediately, mirroring `useRenameThread`.
+ */
+export function useUpdateThreadMetadata() {
+  const queryClient = useQueryClient();
+  return useMutation({
+    mutationFn: async ({
+      threadId,
+      metadata,
+    }: {
+      threadId: string;
+      metadata: Record<string, unknown>;
+    }) => {
+      const response = await apiFetch(
+        `${getBackendBaseURL()}/api/threads/${encodeURIComponent(threadId)}`,
+        {
+          method: "PATCH",
+          headers: { "Content-Type": "application/json" },
+          body: JSON.stringify({ metadata }),
+        },
+      );
+      if (!response.ok) {
+        const error = await response
+          .json()
+          .catch(() => ({ detail: "更新对话失败。" }));
+        throw new Error(error.detail ?? "更新对话失败。");
+      }
+    },
+    onSuccess(_, { threadId, metadata }) {
+      queryClient.setQueriesData(
+        {
+          queryKey: ["threads", "search"],
+          exact: false,
+        },
+        (oldData: Array<AgentThread> | undefined) => {
+          if (oldData == null) {
+            return oldData;
+          }
+          return oldData.map((t) =>
+            t.thread_id === threadId
+              ? {
+                  ...t,
+                  metadata: {
+                    ...(t.metadata as Record<string, unknown> | null),
+                    ...metadata,
+                  },
+                }
+              : t,
+          );
+        },
+      );
+    },
+  });
+}
+
+/** Toggle a conversation's pinned (置顶) flag. */
+export function useToggleThreadPin() {
+  const { mutate, ...rest } = useUpdateThreadMetadata();
+  return {
+    ...rest,
+    toggle: (threadId: string, pinned: boolean) =>
+      mutate({ threadId, metadata: { is_pinned: pinned } }),
+  };
+}
+
+/** Toggle a conversation's favorite (收藏) flag. */
+export function useToggleThreadFavorite() {
+  const { mutate, ...rest } = useUpdateThreadMetadata();
+  return {
+    ...rest,
+    toggle: (threadId: string, favorite: boolean) =>
+      mutate({ threadId, metadata: { is_favorite: favorite } }),
+  };
+}
+
 export function useRenameThread() {
   const queryClient = useQueryClient();
   const apiClient = getAPIClient();

frontend-web/src/core/threads/types.ts

@@ -18,9 +18,11 @@ export interface AgentThreadContext extends Record<string, unknown> {
   reasoning_effort?: "minimal" | "low" | "medium" | "high";
   writing_mode?: boolean;
   writing_artifact_path?: string;
-  memory_injection_enabled?: boolean;
-  rag_mode_enabled?: boolean;
-  agent_id?: string;
+  memory_injection_enabled?: boolean;
+  rag_mode_enabled?: boolean;
+  /** Per-conversation switch for knowledge-base RAG injection (phase 2). */
+  knowledge_rag_enabled?: boolean;
+  agent_id?: string;
   /** @deprecated kept for reading legacy thread metadata; prefer agent_id */
   agent_name?: string;
 }

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

@@ -81,6 +81,28 @@ export function titleOfThread(thread: AgentThread, fallback = "Untitled") {
   return fallback;
 }
 
+export function isThreadPinned(thread: AgentThread): boolean {
+  return (thread.metadata as Record<string, unknown> | null)?.is_pinned === true;
+}
+
+export function isThreadFavorite(thread: AgentThread): boolean {
+  return (thread.metadata as Record<string, unknown> | null)?.is_favorite === true;
+}
+
+/**
+ * Stable sort that lifts pinned (置顶) threads to the top while preserving the
+ * incoming order (typically `updated_at` desc) within both the pinned and the
+ * unpinned group.
+ */
+export function sortThreadsPinnedFirst(threads: AgentThread[]): AgentThread[] {
+  const pinned: AgentThread[] = [];
+  const rest: AgentThread[] = [];
+  for (const thread of threads) {
+    (isThreadPinned(thread) ? pinned : rest).push(thread);
+  }
+  return [...pinned, ...rest];
+}
+
 export function sanitizeThreadTitleForDisplay(title: string | null | undefined) {
   if (!title) return "Untitled";
 

frontend-web/src/core/user-qa/api.ts

@@ -0,0 +1,47 @@
+import { apiFetch } from "@/core/api";
+import { getBackendBaseURL } from "@/core/config";
+
+export interface UserQaItem {
+  run_id: string;
+  thread_id: string;
+  thread_title: string;
+  assistant_id: string;
+  status: string;
+  model_name: string;
+  question: string;
+  answer: string;
+  total_tokens: number;
+  created_at: string;
+  updated_at: string;
+}
+
+export interface UserQaPageResponse {
+  user_id: string;
+  page: number;
+  page_size: number;
+  total: number;
+  items: UserQaItem[];
+}
+
+async function parse<T>(res: Response, what: string): Promise<T> {
+  if (!res.ok) {
+    const err = (await res.json().catch(() => ({}))) as { detail?: string };
+    throw new Error(err.detail ?? `${what} (HTTP ${res.status})`);
+  }
+  return res.json() as Promise<T>;
+}
+
+export async function listMyQa(
+  params: { page?: number; pageSize?: number; q?: string } = {},
+): Promise<UserQaPageResponse> {
+  const search = new URLSearchParams({
+    page: String(params.page ?? 1),
+    page_size: String(params.pageSize ?? 20),
+  });
+  const query = (params.q ?? "").trim();
+  if (query) search.set("q", query);
+  return parse(
+    await apiFetch(`${getBackendBaseURL()}/api/users/me/qa?${search}`),
+    "Failed to load my Q&A",
+  );
+}

frontend-web/src/pages/AdminUserLeaderboardPage.tsx

@@ -9,6 +9,7 @@ import {
   Bot,
   CalendarDays,
   Crown,
+  ExternalLink,
   FileDown,
   Gauge,
   Layers3,
@@ -17,6 +18,7 @@ import {
   Medal,
   MessageSquareText,
   MousePointerClick,
+  RefreshCw,
   Search,
   Settings2,
   Sparkles,
@@ -54,7 +56,7 @@ import type {
   AdminLeaderboardUser,
 } from "@/core/admin/api";
 import { streamUserLeaderboardReport } from "@/core/admin/api";
-import { useUserAnalytics, useUserLeaderboard } from "@/core/admin/hooks";
+import { useRefreshTodayLeaderboard, useUserAnalytics, useUserLeaderboard } from "@/core/admin/hooks";
 import { useModels } from "@/core/models/hooks";
 import { downloadMarkdownAsDocx } from "@/core/scheduled-tasks/markdown-docx";
 import { cn } from "@/lib/utils";
@@ -68,10 +70,10 @@ const LEADERBOARD_PAGE_SIZE = 20;
 
 const accentClasses: Record<LeaderboardAccent, { soft: string; text: string; bar: string; border: string }> = {
   crimson: {
-    soft: "bg-[#FFF1F1] dark:bg-[#C1121F]/15",
-    text: "text-[#C1121F] dark:text-[#F2B8BB]",
-    bar: "bg-[#C1121F]",
-    border: "border-[#F1D6D6] dark:border-[#462123]",
+    soft: "bg-[#FFF1F1] dark:bg-[#2563EB]/15",
+    text: "text-[#C1121F] dark:text-[#7FACF2]",
+    bar: "bg-[#C1121F] dark:bg-[#2563EB]",
+    border: "border-[#F1D6D6] dark:border-[#213D5E]",
   },
   rose: {
     soft: "bg-[#FFF1F2] dark:bg-rose-400/15",
@@ -284,7 +286,7 @@ function StatCard({
 }) {
   const color = accentClasses[accent];
   return (
-    <div className={cn("rounded-lg border bg-white p-4 shadow-sm dark:bg-[#230D0F]", color.border)}>
+    <div className={cn("rounded-lg border bg-white p-4 shadow-sm dark:bg-[#02244C]", color.border)}>
       <div className="flex items-center justify-between gap-3">
         <span className="text-sm text-[#5F6368] dark:text-slate-300">{label}</span>
         <span className={cn("flex size-8 items-center justify-center rounded-md", color.soft, color.text)}>
@@ -337,13 +339,13 @@ function InsightStrip({ overview }: { overview: AdminLeaderboardOverview }) {
   return (
     <section className="grid gap-3 md:grid-cols-5">
       {items.map((item) => (
-        <div key={item.label} className="rounded-lg border border-[#F1D6D6] bg-white p-3 shadow-sm dark:border-[#462123] dark:bg-[#230D0F]" title={item.description}>
-          <div className="text-xs font-medium text-[#7A5A5A] dark:text-[#D8B8B8]">{item.label}</div>
+        <div key={item.label} className="rounded-lg border border-[#F1D6D6] bg-white p-3 shadow-sm dark:border-[#213D5E] dark:bg-[#02244C]" title={item.description}>
+          <div className="text-xs font-medium text-[#7A5A5A] dark:text-[#7FACF2]">{item.label}</div>
           <div className="mt-1 text-xl font-semibold tabular-nums text-[#231815] dark:text-white">
             {Number(item.value).toFixed(item.unit === "%" || String(item.value).includes(".") ? 1 : 0)}
-            <span className="ml-1 text-xs font-normal text-[#8B6B6B]">{item.unit}</span>
+            <span className="ml-1 text-xs font-normal text-[#8B6B6B] dark:text-[#7FACF2]">{item.unit}</span>
           </div>
-          <p className="mt-2 line-clamp-2 text-[11px] leading-4 text-[#8B6B6B] dark:text-[#D8B8B8]">{item.description}</p>
+          <p className="mt-2 line-clamp-2 text-[11px] leading-4 text-[#8B6B6B] dark:text-[#7FACF2]">{item.description}</p>
         </div>
       ))}
     </section>
@@ -365,14 +367,14 @@ function GroupComparison({
   const groups = buildGroupStats(users, rules);
 
   return (
-    <section className="rounded-lg border border-[#F1D6D6] bg-white p-4 shadow-sm dark:border-[#462123] dark:bg-[#230D0F]">
+    <section className="rounded-lg border border-[#F1D6D6] bg-white p-4 shadow-sm dark:border-[#213D5E] dark:bg-[#02244C]">
       <div className="mb-4 flex flex-wrap items-start justify-between gap-3">
         <div>
           <div className="flex items-center gap-2 font-semibold text-[#231815] dark:text-white">
-            <Users className="size-4 text-[#C1121F]" />
+            <Users className="size-4 text-[#C1121F] dark:text-[#7FACF2]" />
             分组统计
           </div>
-          <p className="mt-1 text-sm text-[#7A5A5A] dark:text-[#D8B8B8]">
+          <p className="mt-1 text-sm text-[#7A5A5A] dark:text-[#7FACF2]">
             输入账号前缀或关键字，用逗号分隔，例如 zero,two；未命中的用户归入其他。
           </p>
         </div>
@@ -380,12 +382,12 @@ function GroupComparison({
           value={rulesText}
           onChange={(event) => onRulesChange(event.target.value)}
           placeholder="zero,two"
-          className="h-9 w-72 border-[#F1D6D6] bg-white dark:bg-[#19090A]"
+          className="h-9 w-72 border-[#F1D6D6] bg-white dark:bg-[#011226]"
         />
       </div>
       <div className="grid gap-3 xl:grid-cols-3">
         {groups.map((group) => (
-          <div key={group.name} className="rounded-lg border border-[#F1D6D6] bg-[#FFF7F7] p-3 dark:border-[#462123] dark:bg-[#19090A]">
+          <div key={group.name} className="rounded-lg border border-[#F1D6D6] bg-[#FFF7F7] p-3 dark:border-[#213D5E] dark:bg-[#011226]">
             <div className="mb-3 flex items-center justify-between gap-2">
               <div className="font-semibold text-[#231815] dark:text-white">{group.name}</div>
               <Badge variant="outline">{group.userCount} 人</Badge>
@@ -402,9 +404,9 @@ function GroupComparison({
                   key={user.user_id}
                   type="button"
                   onClick={() => onSelectUser(user)}
-                  className="grid w-full grid-cols-[24px_minmax(0,1fr)_64px] items-center gap-2 rounded-md px-2 py-1.5 text-left text-xs hover:bg-white dark:hover:bg-[#230D0F]"
+                  className="grid w-full grid-cols-[24px_minmax(0,1fr)_64px] items-center gap-2 rounded-md px-2 py-1.5 text-left text-xs hover:bg-white dark:hover:bg-[#02244C]"
                 >
-                  <span className="font-semibold text-[#C1121F]">{index + 1}</span>
+                  <span className="font-semibold text-[#C1121F] dark:text-[#7FACF2]">{index + 1}</span>
                   <span className="truncate">{user.email || user.user_id}</span>
                   <span className="text-right tabular-nums">{fmtNumber(userScore(user, "activity"))}</span>
                 </button>
@@ -438,8 +440,8 @@ function PodiumCard({
 
   if (!user) {
     return (
-      <div className="flex min-h-40 flex-col justify-between rounded-lg border border-dashed border-[#DADCE0] bg-white/70 p-4 dark:border-[#462123] dark:bg-[#230D0F]/70">
-        <div className="text-sm text-[#5F6368]">第 {rank} 名</div>
+      <div className="flex min-h-40 flex-col justify-between rounded-lg border border-dashed border-[#DADCE0] bg-white/70 p-4 dark:border-[#213D5E] dark:bg-[#02244C]/70">
+        <div className="text-sm text-[#5F6368] dark:text-slate-400">第 {rank} 名</div>
         <div className="text-sm text-[#80868B]">暂无数据</div>
       </div>
     );
@@ -450,8 +452,8 @@ function PodiumCard({
       type="button"
       onClick={() => onSelect(user)}
       className={cn(
-        "flex min-h-40 flex-col justify-between rounded-lg border bg-white p-4 text-left shadow-sm transition hover:-translate-y-0.5 hover:shadow-md dark:bg-[#230D0F]",
-        active ? "border-[#C1121F] ring-2 ring-[#F1D6D6] dark:border-[#F2B8BB] dark:ring-[#C1121F]/20" : "border-[#DADCE0] dark:border-[#462123]",
+        "flex min-h-40 flex-col justify-between rounded-lg border bg-white p-4 text-left shadow-sm transition hover:-translate-y-0.5 hover:shadow-md dark:bg-[#02244C]",
+        active ? "border-[#C1121F] dark:border-[#2563EB] ring-2 ring-[#F1D6D6] dark:border-[#7FACF2] dark:ring-[#2563EB]/20" : "border-[#DADCE0] dark:border-[#213D5E]",
       )}
     >
       <div className="flex items-start justify-between gap-3">
@@ -462,11 +464,11 @@ function PodiumCard({
         {user.system_role === "admin" && <Badge variant="outline">管理员</Badge>}
       </div>
       <div>
-        <div className="mb-3 flex size-11 items-center justify-center rounded-lg bg-[#C1121F] text-base font-semibold text-white shadow-sm">
+        <div className="mb-3 flex size-11 items-center justify-center rounded-lg bg-[#C1121F] dark:bg-[#2563EB] text-base font-semibold text-white shadow-sm">
           {initials(user)}
         </div>
         <div className="truncate font-semibold text-[#202124] dark:text-white">{user.email || user.user_id}</div>
-        <div className="mt-1 text-sm font-medium text-[#C1121F] dark:text-[#F2B8BB]">{scoreLabel(user, tab)}</div>
+        <div className="mt-1 text-sm font-medium text-[#C1121F] dark:text-[#7FACF2]">{scoreLabel(user, tab)}</div>
         <div className="mt-2 flex flex-wrap gap-x-3 gap-y-1 text-xs text-[#5F6368] dark:text-slate-400">
           <span>运行 {fmtNumber(user.run_count)}</span>
           <span>问答 {fmtNumber(user.qa_count)}</span>
@@ -482,15 +484,15 @@ function TrendBars({ points, compact = false }: { points: AdminLeaderboardTrendP
   const [metric, setMetric] = useState<"all" | TrendMetric>("all");
   const chartId = useId().replace(/:/g, "");
   if (points.length === 0) {
-    return <div className="flex h-56 items-center justify-center text-sm text-[#5F6368]">暂无趋势数据</div>;
+    return <div className="flex h-56 items-center justify-center text-sm text-[#5F6368] dark:text-slate-400">暂无趋势数据</div>;
   }
 
   const visible = points.slice(-32);
   const series = [
-    { key: "runs", label: "运行", color: "#C1121F", soft: "bg-[#FFF1F1] text-[#C1121F]", description: "每天发起的运行次数" },
-    { key: "questions", label: "问答", color: "#0F766E", soft: "bg-[#ECFDF5] text-[#0F766E]", description: "每天产生的有效提问次数" },
-    { key: "users", label: "活跃", color: "#B45309", soft: "bg-[#FFFBEB] text-[#B45309]", description: "每天有行为的用户数量" },
-    { key: "tokens", label: "Token", color: "#7C3AED", soft: "bg-[#F5F3FF] text-[#7C3AED]", description: "每天模型输入输出 Token 总量" },
+    { key: "runs", label: "运行", color: "#C1121F", soft: "bg-[#FFF1F1] text-[#C1121F] dark:text-[#7FACF2] dark:bg-[#2563EB]/15 dark:text-[#7FACF2]", description: "每天发起的运行次数" },
+    { key: "questions", label: "问答", color: "#0F766E", soft: "bg-[#ECFDF5] text-[#0F766E] dark:bg-teal-300/15 dark:text-teal-100", description: "每天产生的有效提问次数" },
+    { key: "users", label: "活跃", color: "#B45309", soft: "bg-[#FFFBEB] text-[#B45309] dark:bg-amber-300/15 dark:text-amber-100", description: "每天有行为的用户数量" },
+    { key: "tokens", label: "Token", color: "#7C3AED", soft: "bg-[#F5F3FF] text-[#7C3AED] dark:bg-violet-300/15 dark:text-violet-100", description: "每天模型输入输出 Token 总量" },
   ] as const;
   const activeMetric: TrendMetric = metric === "all" ? "runs" : metric;
   const activeSeries = series.find((item) => item.key === activeMetric) ?? series[0];
@@ -533,15 +535,15 @@ function TrendBars({ points, compact = false }: { points: AdminLeaderboardTrendP
             "min-w-0 rounded-lg border px-3 py-2 text-left transition hover:-translate-y-0.5 hover:shadow-sm",
             large && "px-4 py-3",
             metric === "all"
-              ? "border-[#C1121F] bg-[#FFF1F1] shadow-sm dark:border-[#F2B8BB]/40 dark:bg-[#3A1215]"
-              : "border-[#F1D6D6] bg-white dark:border-[#462123] dark:bg-[#230D0F]",
+              ? "border-[#C1121F] dark:border-[#2563EB] bg-[#FFF1F1] shadow-sm dark:border-[#7FACF2]/40 dark:bg-[#0D2D54]"
+              : "border-[#F1D6D6] bg-white dark:border-[#213D5E] dark:bg-[#02244C]",
           )}
         >
-          <span className="inline-flex rounded-full bg-[#FFF1F1] px-2 py-0.5 text-xs font-medium text-[#C1121F]">全部趋势</span>
+          <span className="inline-flex rounded-full bg-[#FFF1F1] px-2 py-0.5 text-xs font-medium text-[#C1121F] dark:text-[#7FACF2] dark:bg-[#2563EB]/15 dark:text-[#7FACF2]">全部趋势</span>
           <span className={cn("mt-2 block font-semibold tabular-nums text-[#231815] dark:text-white", large ? "text-2xl" : "text-lg")}>
             {fmtNumber(visible.reduce((sum, point) => sum + point.runs + point.questions + point.users, 0))}
           </span>
-          {large && <span className="mt-1 block truncate text-xs text-[#8B6B6B] dark:text-[#D8B8B8]">同时显示运行、问答、活跃与 Token</span>}
+          {large && <span className="mt-1 block truncate text-xs text-[#8B6B6B] dark:text-[#7FACF2]">同时显示运行、问答、活跃与 Token</span>}
         </button>
       )}
       {series.map((item) => (
@@ -553,8 +555,8 @@ function TrendBars({ points, compact = false }: { points: AdminLeaderboardTrendP
             "min-w-0 rounded-lg border px-3 py-2 text-left transition hover:-translate-y-0.5 hover:shadow-sm",
             large && "px-4 py-3",
             metric === item.key
-              ? "border-[#C1121F] bg-[#FFF1F1] shadow-sm dark:border-[#F2B8BB]/40 dark:bg-[#3A1215]"
-              : "border-[#F1D6D6] bg-white dark:border-[#462123] dark:bg-[#230D0F]",
+              ? "border-[#C1121F] dark:border-[#2563EB] bg-[#FFF1F1] shadow-sm dark:border-[#7FACF2]/40 dark:bg-[#0D2D54]"
+              : "border-[#F1D6D6] bg-white dark:border-[#213D5E] dark:bg-[#02244C]",
           )}
           title={item.description}
         >
@@ -562,7 +564,7 @@ function TrendBars({ points, compact = false }: { points: AdminLeaderboardTrendP
           <span className={cn("mt-2 block truncate font-semibold tabular-nums text-[#111827] dark:text-white", large ? "text-2xl" : compact ? "text-base" : "text-lg")}>
             {fmtNumber(totalFor(item.key))}
           </span>
-          {(large || compact) && <span className="mt-1 block truncate text-[11px] text-[#8B6B6B] dark:text-[#D8B8B8]">{item.description}</span>}
+          {(large || compact) && <span className="mt-1 block truncate text-[11px] text-[#8B6B6B] dark:text-[#7FACF2]">{item.description}</span>}
         </button>
       ))}
     </div>
@@ -583,15 +585,15 @@ function TrendBars({ points, compact = false }: { points: AdminLeaderboardTrendP
         </DialogHeader>
         <div className="shrink-0">{metricCards({ includeAll: true, large: true })}</div>
         <div className="grid min-h-0 flex-1 gap-3 lg:grid-cols-[260px_minmax(0,1fr)]">
-          <div className="rounded-lg border border-[#F1D6D6] bg-white p-4 dark:border-[#462123] dark:bg-[#230D0F]">
-            <div className="text-xs text-[#7A5A5A] dark:text-[#D8B8B8]">当前查看</div>
+          <div className="rounded-lg border border-[#F1D6D6] bg-white p-4 dark:border-[#213D5E] dark:bg-[#02244C]">
+            <div className="text-xs text-[#7A5A5A] dark:text-[#7FACF2]">当前查看</div>
             <div className="mt-2 text-2xl font-semibold text-[#111827] dark:text-white">{metric === "all" ? "全部指标" : activeSeries.label}</div>
-            <div className="mt-5 text-xs text-[#7A5A5A] dark:text-[#D8B8B8]">最新 {metric === "all" ? "运行" : activeSeries.label}</div>
+            <div className="mt-5 text-xs text-[#7A5A5A] dark:text-[#7FACF2]">最新 {metric === "all" ? "运行" : activeSeries.label}</div>
             <div className="mt-2 text-4xl font-semibold tabular-nums text-[#111827] dark:text-white">{fmtNumber(latestValue)}</div>
-            <div className={cn("mt-3 text-sm", delta >= 0 ? "text-[#C1121F]" : "text-[#7F1D1D] dark:text-[#FCA5A5]")}>
+            <div className={cn("mt-3 text-sm", delta >= 0 ? "text-[#C1121F] dark:text-[#7FACF2]" : "text-[#7F1D1D] dark:text-[#FCA5A5]")}>
               较上一日 {delta >= 0 ? "+" : ""}{fmtNumber(delta)}
             </div>
-            <div className="mt-5 text-xs text-[#7A5A5A] dark:text-[#D8B8B8]">
+            <div className="mt-5 text-xs text-[#7A5A5A] dark:text-[#7FACF2]">
               峰值 {peak.date} / {fmtNumber(Number(peak[activeMetric] ?? 0))}
             </div>
           </div>
@@ -679,7 +681,7 @@ function TrendBars({ points, compact = false }: { points: AdminLeaderboardTrendP
     return (
       <div className="min-w-0 space-y-3">
         {metricCards({ includeAll: false })}
-        <div className="flex flex-wrap items-center justify-between gap-2 text-xs text-[#7A5A5A] dark:text-[#D8B8B8]">
+        <div className="flex flex-wrap items-center justify-between gap-2 text-xs text-[#7A5A5A] dark:text-[#7FACF2]">
           <span>每个点代表 1 天；当前显示 {metric === "all" ? "全部指标" : activeSeries.label}，覆盖 {activeDays} 个活跃日。</span>
           {analysisDialog(
             "个人使用趋势",
@@ -693,7 +695,7 @@ function TrendBars({ points, compact = false }: { points: AdminLeaderboardTrendP
 
   return (
     <div className="space-y-4">
-      <p className="text-xs leading-5 text-[#7A5A5A] dark:text-[#D8B8B8]">
+      <p className="text-xs leading-5 text-[#7A5A5A] dark:text-[#7FACF2]">
         每个折线点代表一天；点击指标卡可单独查看运行、问答、活跃或 Token，全部趋势会同时展示四条多色折线。
       </p>
       <div className="flex flex-wrap items-center justify-between gap-3">
@@ -704,13 +706,13 @@ function TrendBars({ points, compact = false }: { points: AdminLeaderboardTrendP
         )}
       </div>
       <div className="grid gap-3 lg:grid-cols-[220px_minmax(0,1fr)]">
-        <div className="rounded-xl border border-[#F1D6D6] bg-white p-4 dark:border-[#462123] dark:bg-[#230D0F]">
-          <div className="text-xs text-[#7A5A5A] dark:text-[#D8B8B8]">最新 {metric === "all" ? "运行" : activeSeries.label}</div>
+        <div className="rounded-xl border border-[#F1D6D6] bg-white p-4 dark:border-[#213D5E] dark:bg-[#02244C]">
+          <div className="text-xs text-[#7A5A5A] dark:text-[#7FACF2]">最新 {metric === "all" ? "运行" : activeSeries.label}</div>
           <div className="mt-2 text-3xl font-semibold tabular-nums text-[#111827] dark:text-white">{fmtNumber(latestValue)}</div>
-          <div className={cn("mt-2 text-sm", delta >= 0 ? "text-[#C1121F]" : "text-[#7F1D1D] dark:text-[#FCA5A5]")}>
+          <div className={cn("mt-2 text-sm", delta >= 0 ? "text-[#C1121F] dark:text-[#7FACF2]" : "text-[#7F1D1D] dark:text-[#FCA5A5]")}>
             较上一日 {delta >= 0 ? "+" : ""}{fmtNumber(delta)}
           </div>
-          <div className="mt-3 text-xs text-[#7A5A5A] dark:text-[#D8B8B8]">
+          <div className="mt-3 text-xs text-[#7A5A5A] dark:text-[#7FACF2]">
             峰值 {peak.date.slice(5)} / {fmtNumber(Number(peak[activeMetric] ?? 0))}
           </div>
         </div>
@@ -735,11 +737,11 @@ function UserTable({
 }) {
   const max = Math.max(1, ...users.map((user) => userScore(user, tab)));
   if (users.length === 0) {
-    return <div className="py-14 text-center text-sm text-[#5F6368]">暂无用户统计</div>;
+    return <div className="py-14 text-center text-sm text-[#5F6368] dark:text-slate-400">暂无用户统计</div>;
   }
 
   return (
-    <div className="overflow-hidden rounded-lg border border-[#F1D6D6] bg-white dark:border-[#462123] dark:bg-[#230D0F]">
+    <div className="overflow-hidden rounded-lg border border-[#F1D6D6] bg-white dark:border-[#213D5E] dark:bg-[#02244C]">
       {users.map((user, index) => {
         const score = userScore(user, tab);
         return (
@@ -748,11 +750,11 @@ function UserTable({
             type="button"
             onClick={() => onSelect(user)}
             className={cn(
-              "grid w-full grid-cols-[44px_minmax(0,1fr)_minmax(160px,240px)_120px] items-center gap-4 border-b border-[#F1D6D6] px-4 py-3 text-left last:border-b-0 hover:bg-[#FFF7F7] dark:border-[#462123] dark:hover:bg-[#19090A]",
-              selectedUserId === user.user_id && "bg-[#FFF1F1] dark:bg-[#C1121F]/10",
+              "grid w-full grid-cols-[44px_minmax(0,1fr)_minmax(160px,240px)_120px] items-center gap-4 border-b border-[#F1D6D6] px-4 py-3 text-left last:border-b-0 hover:bg-[#FFF7F7] dark:border-[#213D5E] dark:hover:bg-[#011226]",
+              selectedUserId === user.user_id && "bg-[#FFF1F1] dark:bg-[#2563EB]/10",
             )}
           >
-            <div className="flex size-8 items-center justify-center rounded-md bg-[#FFF1F1] text-sm font-semibold text-[#C1121F] dark:bg-[#3A1215] dark:text-[#F2B8BB]">
+            <div className="flex size-8 items-center justify-center rounded-md bg-[#FFF1F1] text-sm font-semibold text-[#C1121F] dark:text-[#7FACF2] dark:bg-[#0D2D54] dark:text-[#7FACF2]">
               {rankOffset + index + 1}
             </div>
             <div className="min-w-0">
@@ -765,9 +767,9 @@ function UserTable({
               </div>
             </div>
             <div>
-              <div className="h-2 rounded-full bg-[#F1D6D6] dark:bg-[#3A1215]">
+              <div className="h-2 rounded-full bg-[#F1D6D6] dark:bg-[#0D2D54]">
                 <div
-                  className="h-2 rounded-full bg-[#C1121F]"
+                  className="h-2 rounded-full bg-[#C1121F] dark:bg-[#2563EB]"
                   style={{ width: `${Math.max(4, (score / max) * 100)}%` }}
                 />
               </div>
@@ -801,7 +803,7 @@ function SkillRanking({
 }) {
   const max = Math.max(1, ...items.map((item) => item.call_count));
   return (
-    <section className="rounded-lg border border-[#F1D6D6] bg-white p-4 shadow-sm dark:border-[#462123] dark:bg-[#230D0F]">
+    <section className="rounded-lg border border-[#F1D6D6] bg-white p-4 shadow-sm dark:border-[#213D5E] dark:bg-[#02244C]">
       <div className="mb-4 flex items-center justify-between gap-3">
         <div className="flex items-center gap-2">
           <Icon className="size-4 text-[#5F6368] dark:text-slate-300" />
@@ -810,7 +812,7 @@ function SkillRanking({
         <Badge variant="outline">{items.length} 项</Badge>
       </div>
       <div className="space-y-3">
-        {items.length === 0 && <div className="py-10 text-center text-sm text-[#5F6368]">{empty}</div>}
+        {items.length === 0 && <div className="py-10 text-center text-sm text-[#5F6368] dark:text-slate-400">{empty}</div>}
         {items.slice(0, 10).map((item, index) => (
           <div key={item.name} className="grid grid-cols-[28px_minmax(0,1fr)_72px] items-center gap-3">
             <span className="text-sm font-medium text-[#80868B] tabular-nums">{index + 1}</span>
@@ -821,7 +823,7 @@ function SkillRanking({
                   {fmtNumber(item.user_count)} 人
                 </span>
               </div>
-              <div className="mt-2 h-2 rounded-full bg-[#F1D6D6] dark:bg-[#3A1215]">
+              <div className="mt-2 h-2 rounded-full bg-[#F1D6D6] dark:bg-[#0D2D54]">
                 <div
                   className="h-2 rounded-full"
                   style={{
@@ -859,7 +861,7 @@ function DimensionRanking({
 }) {
   const max = Math.max(1, ...items.map((item) => item.count));
   return (
-    <section className="rounded-lg border border-[#F1D6D6] bg-white p-4 shadow-sm dark:border-[#462123] dark:bg-[#230D0F]">
+    <section className="rounded-lg border border-[#F1D6D6] bg-white p-4 shadow-sm dark:border-[#213D5E] dark:bg-[#02244C]">
       <div className="mb-4 flex items-center justify-between gap-3">
         <div className="flex items-center gap-2">
           <Icon className="size-4 text-[#5F6368] dark:text-slate-300" />
@@ -868,7 +870,7 @@ function DimensionRanking({
         <Badge variant="outline">{items.length} 项</Badge>
       </div>
       <div className="space-y-3">
-        {items.length === 0 && <div className="py-10 text-center text-sm text-[#5F6368]">{empty}</div>}
+        {items.length === 0 && <div className="py-10 text-center text-sm text-[#5F6368] dark:text-slate-400">{empty}</div>}
         {items.slice(0, 8).map((item, index) => (
           <div key={item.name} className="grid grid-cols-[28px_minmax(0,1fr)_88px] items-center gap-3">
             <span className="text-sm font-medium text-[#80868B] tabular-nums">{index + 1}</span>
@@ -879,7 +881,7 @@ function DimensionRanking({
                   {fmtNumber(item.user_count)} 人
                 </span>
               </div>
-              <div className="mt-2 h-2 rounded-full bg-[#F1D6D6] dark:bg-[#3A1215]">
+              <div className="mt-2 h-2 rounded-full bg-[#F1D6D6] dark:bg-[#0D2D54]">
                 <div
                   className="h-2 rounded-full"
                   style={{
@@ -913,8 +915,8 @@ function QuestionPanel({
   showUser?: boolean;
 }) {
   return (
-    <section className="flex h-[430px] flex-col overflow-hidden rounded-lg border border-[#F1D6D6] bg-white shadow-sm dark:border-[#462123] dark:bg-[#230D0F]">
-      <div className="flex items-center justify-between gap-3 border-b border-[#F1D6D6] px-4 py-3 dark:border-[#462123]">
+    <section className="flex h-[430px] flex-col overflow-hidden rounded-lg border border-[#F1D6D6] bg-white shadow-sm dark:border-[#213D5E] dark:bg-[#02244C]">
+      <div className="flex items-center justify-between gap-3 border-b border-[#F1D6D6] px-4 py-3 dark:border-[#213D5E]">
         <div className="flex items-center gap-2">
           <MessageSquareText className="size-4 text-[#5F6368] dark:text-slate-300" />
           <h2 className="font-semibold text-[#202124] dark:text-white">{title}</h2>
@@ -922,8 +924,8 @@ function QuestionPanel({
         <Badge variant="outline">{items.length}</Badge>
       </div>
       <ScrollArea className="min-h-0 flex-1">
-        <div className="divide-y divide-[#F1D6D6] dark:divide-[#462123]">
-          {items.length === 0 && <div className="py-12 text-center text-sm text-[#5F6368]">暂无问题记录</div>}
+        <div className="divide-y divide-[#F1D6D6] dark:divide-[#213D5E]">
+          {items.length === 0 && <div className="py-12 text-center text-sm text-[#5F6368] dark:text-slate-400">暂无问题记录</div>}
           {items.map((item, index) => (
             <div key={`${item.run_id || item.text}-${index}`} className="px-4 py-3">
               <div className="text-sm leading-6 text-[#202124] dark:text-slate-100">{clampText(item.text, 180)}</div>
@@ -942,8 +944,8 @@ function QuestionPanel({
 
 function Metric({ label, value }: { label: string; value: number }) {
   return (
-    <div className="min-w-0 border-r border-[#F1D6D6] px-3 py-2 last:border-r-0 dark:border-[#462123]">
-      <div className="truncate text-xs text-[#7A5A5A] dark:text-[#D8B8B8]">{label}</div>
+    <div className="min-w-0 border-r border-[#F1D6D6] px-3 py-2 last:border-r-0 dark:border-[#213D5E]">
+      <div className="truncate text-xs text-[#7A5A5A] dark:text-[#7FACF2]">{label}</div>
       <div className="mt-1 truncate font-semibold text-[#231815] tabular-nums dark:text-white">{fmtNumber(value)}</div>
     </div>
   );
@@ -971,7 +973,7 @@ function UserDetailPanel({
 
   if (isLoading || !data) {
     return (
-      <div className="flex h-full items-center justify-center gap-2 text-sm text-[#5F6368]">
+      <div className="flex h-full items-center justify-center gap-2 text-sm text-[#5F6368] dark:text-slate-400">
         <Loader2 className="size-4 animate-spin" />
         加载用户详情
       </div>
@@ -981,13 +983,13 @@ function UserDetailPanel({
   return (
     <ScrollArea className="h-full">
       <div className="space-y-4 p-4">
-        <section className="rounded-lg border border-[#F1D6D6] bg-white p-4 dark:border-[#462123] dark:bg-[#230D0F]">
+        <section className="rounded-lg border border-[#F1D6D6] bg-white p-4 dark:border-[#213D5E] dark:bg-[#02244C]">
           <div className="flex items-start justify-between gap-3">
             <div className="min-w-0">
               <div className="truncate text-lg font-semibold text-[#231815] dark:text-white">
                 {data.user.email || data.user.user_id}
               </div>
-              <div className="mt-1 text-xs text-[#7A5A5A] dark:text-[#D8B8B8]">
+              <div className="mt-1 text-xs text-[#7A5A5A] dark:text-[#7FACF2]">
                 最近活跃 {fmtTime(data.user.last_active_at)}
               </div>
             </div>
@@ -996,7 +998,7 @@ function UserDetailPanel({
               <ArrowRight className="ml-1 size-3.5" />
             </Button>
           </div>
-          <div className="mt-4 grid grid-cols-4 overflow-hidden rounded-lg border border-[#F1D6D6] bg-[#FFF7F7] text-sm dark:border-[#462123] dark:bg-[#19090A]">
+          <div className="mt-4 grid grid-cols-4 overflow-hidden rounded-lg border border-[#F1D6D6] bg-[#FFF7F7] text-sm dark:border-[#213D5E] dark:bg-[#011226]">
             <Metric label="问答次数" value={data.user.qa_count} />
             <Metric label="运行次数" value={data.user.run_count} />
             <Metric label="技能调用" value={data.user.skill_call_count} />
@@ -1016,7 +1018,7 @@ function UserDetailPanel({
           </TabsContent>
           <TabsContent value="trend" className="min-h-[420px]">
             <div className="mb-3 flex items-center gap-2 font-semibold text-[#231815] dark:text-white">
-              <TrendingUp className="size-4 text-[#C1121F]" />
+              <TrendingUp className="size-4 text-[#C1121F] dark:text-[#7FACF2]" />
               个人使用趋势
             </div>
             <TrendBars points={data.trends} compact />
@@ -1051,6 +1053,7 @@ export default function AdminUserLeaderboardPage() {
     [range],
   );
   const { data, isLoading, error } = useUserLeaderboard(apiRange, 100);
+  const refreshToday = useRefreshTodayLeaderboard();
   const [reportOpen, setReportOpen] = useState(false);
   const { models: reportModels, isLoading: reportModelsLoading } = useModels({ enabled: reportOpen });
   const [reportModelName, setReportModelName] = useState(DEFAULT_REPORT_MODEL);
@@ -1226,31 +1229,38 @@ export default function AdminUserLeaderboardPage() {
   }, [apiRange.since, apiRange.until, reportModelName]);
 
   return (
-    <div className="flex size-full min-h-0 bg-[#FFF7F7] text-[#231815] dark:bg-[#19090A] dark:text-white">
+    <div className="flex size-full min-h-0 bg-[#FFF7F7] text-[#231815] dark:bg-[#011226] dark:text-white">
       <main className="flex min-w-0 flex-1 flex-col">
-        <div className="border-b border-[#F1D6D6] bg-white px-6 py-5 dark:border-[#462123] dark:bg-[#230D0F]">
-          <div className="flex flex-wrap items-end justify-between gap-4">
-            <div>
-              <div className="mb-2 flex items-center gap-2 text-sm text-[#9F343A] dark:text-[#F2B8BB]">
-                <Award className="size-4" />
-                管理员分析
+        {/* 整页统一滚动：标题与操作工具条不再固定置顶，随内容一起滚动，避免可视区域被压缩 */}
+        <ScrollArea className="min-h-0 flex-1">
+        <div className="border-b border-[#F1D6D6] bg-white px-6 py-5 dark:border-[#213D5E] dark:bg-[#02244C]">
+          <div className="flex flex-col gap-4">
+            {/* 标题维度：仅承载页面标题与说明 */}
+            <div className="flex flex-wrap items-start justify-between gap-4">
+              <div>
+                <div className="mb-2 flex items-center gap-2 text-sm text-[#9F343A] dark:text-[#7FACF2]">
+                  <Award className="size-4" />
+                  管理员分析
+                </div>
+                <h1 className="text-2xl font-semibold tracking-normal">用户排行榜</h1>
+                <p className="mt-1 text-sm text-[#7A5A5A] dark:text-[#7FACF2]">
+                  统计用户活跃、问答、Token 消耗、技能热度和近期问题，用于运营和审计。
+                </p>
               </div>
-              <h1 className="text-2xl font-semibold tracking-normal">用户排行榜</h1>
-              <p className="mt-1 text-sm text-[#7A5A5A] dark:text-[#D8B8B8]">
-                统计用户活跃、问答、Token 消耗、技能热度和近期问题，用于运营和审计。
-              </p>
-            </div>
-
-            <div className="flex flex-wrap items-end gap-2">
               <Button
                 variant="outline"
                 size="sm"
                 onClick={() => navigate("/page/workspace/chats/new")}
-                className="h-9"
+                className="h-9 shrink-0"
               >
                 <ArrowLeft className="mr-1 size-4" />
                 返回系统
               </Button>
+            </div>
+
+            {/* 操作维度：与标题区分开的控制工具条（操作按钮 + 时间筛选） */}
+            <div className="flex flex-wrap items-end justify-between gap-3 rounded-xl border border-[#F1D6D6] bg-white/70 px-3 py-3 dark:border-[#213D5E] dark:bg-[#02244C]/70">
+              <div className="flex flex-wrap items-center gap-2">
               <Button
                 variant="outline"
                 size="sm"
@@ -1261,6 +1271,30 @@ export default function AdminUserLeaderboardPage() {
               >
                 <Settings2 className="size-4" />
               </Button>
+              <Button
+                variant="outline"
+                size="sm"
+                disabled={refreshToday.isPending}
+                onClick={() =>
+                  refreshToday.mutate(
+                    { range: apiRange, limit: 100 },
+                    {
+                      onSuccess: () => toast.success("已刷新当天最新统计数据"),
+                      onError: (err) =>
+                        toast.error(err instanceof Error ? err.message : "刷新当天数据失败"),
+                    },
+                  )
+                }
+                className="h-9"
+                title="强制重算今天的统计，把最新的实时记录纳入榜单"
+              >
+                {refreshToday.isPending ? (
+                  <Loader2 className="mr-1 size-4 animate-spin" />
+                ) : (
+                  <RefreshCw className="mr-1 size-4" />
+                )}
+                {refreshToday.isPending ? "刷新中" : "刷新当天"}
+              </Button>
               <Button
                 variant="outline"
                 size="sm"
@@ -1271,6 +1305,16 @@ export default function AdminUserLeaderboardPage() {
                 <FileDown className="mr-1 size-4" />
                 导出 Excel
               </Button>
+              <Button
+                variant="outline"
+                size="sm"
+                onClick={() => window.open("#/public/leaderboard", "_blank", "noopener")}
+                className="h-9"
+                title="打开免登录的公开发布页"
+              >
+                <ExternalLink className="mr-1 size-4" />
+                公开页
+              </Button>
               <Dialog open={reportOpen} onOpenChange={handleReportOpenChange}>
                 <DialogTrigger asChild>
                   <Button variant="outline" size="sm" disabled={!data} className="h-9">
@@ -1279,16 +1323,16 @@ export default function AdminUserLeaderboardPage() {
                   </Button>
                 </DialogTrigger>
                 <DialogContent className="flex h-[92vh] w-[96vw] max-w-none flex-col gap-0 overflow-hidden p-0 sm:max-w-none">
-                  <DialogHeader className="shrink-0 border-b border-[#F1D6D6] px-6 py-5 pr-12 dark:border-[#462123]">
+                  <DialogHeader className="shrink-0 border-b border-[#F1D6D6] px-6 py-5 pr-12 dark:border-[#213D5E]">
                     <DialogTitle>AI 榜单分析报告</DialogTitle>
                     <DialogDescription>
                       基于当前时间段的问答、用户、技能、模型和趋势统计生成运营分析。
                     </DialogDescription>
                   </DialogHeader>
-                  <div className="mx-6 mt-4 flex shrink-0 flex-wrap items-center justify-between gap-3 rounded-lg border border-[#F1D6D6] bg-white p-3 dark:border-[#462123] dark:bg-[#230D0F]">
+                  <div className="mx-6 mt-4 flex shrink-0 flex-wrap items-center justify-between gap-3 rounded-lg border border-[#F1D6D6] bg-white p-3 dark:border-[#213D5E] dark:bg-[#02244C]">
                     <div className="flex min-w-0 flex-wrap items-center gap-2">
                       <Select value={reportModelName} onValueChange={setReportModelName} disabled={reportGenerating || reportModelsLoading}>
-                        <SelectTrigger className="h-9 w-[260px] border-[#F1D6D6] bg-white dark:border-[#462123] dark:bg-[#19090A]">
+                        <SelectTrigger className="h-9 w-[260px] border-[#F1D6D6] bg-white dark:border-[#213D5E] dark:bg-[#011226]">
                           <SelectValue placeholder="选择报告模型" />
                         </SelectTrigger>
                         <SelectContent>
@@ -1302,7 +1346,7 @@ export default function AdminUserLeaderboardPage() {
                       </Select>
                       {reportStatus === "cached" && <Badge variant="outline">已读取缓存</Badge>}
                       {reportResolvedModel && <Badge variant="outline">模型 {reportResolvedModel}</Badge>}
-                      {reportGeneratedAt && <span className="text-xs text-[#7A5A5A] dark:text-[#D8B8B8]">生成于 {fmtTime(reportGeneratedAt)}</span>}
+                      {reportGeneratedAt && <span className="text-xs text-[#7A5A5A] dark:text-[#7FACF2]">生成于 {fmtTime(reportGeneratedAt)}</span>}
                     </div>
                     <Button size="sm" onClick={startReportGeneration} disabled={!data || reportGenerating}>
                       {reportGenerating ? <Loader2 className="mr-1 size-4 animate-spin" /> : <Sparkles className="mr-1 size-4" />}
@@ -1311,24 +1355,24 @@ export default function AdminUserLeaderboardPage() {
                   </div>
                   {data && reportStatus === "idle" && !reportText && (
                     <div className="mx-6 mt-4 grid shrink-0 gap-3 md:grid-cols-3">
-                      <section className="rounded-lg border border-[#F1D6D6] bg-white p-3 dark:border-[#462123] dark:bg-[#230D0F]">
+                      <section className="rounded-lg border border-[#F1D6D6] bg-white p-3 dark:border-[#213D5E] dark:bg-[#02244C]">
                         <div className="mb-2 flex items-center gap-2 text-sm font-semibold text-[#231815] dark:text-white">
-                          <MessageSquareText className="size-4 text-[#C1121F]" />
+                          <MessageSquareText className="size-4 text-[#C1121F] dark:text-[#7FACF2]" />
                           最近关注
                         </div>
                         <div className="space-y-2">
                           {data.recent_questions.slice(0, 3).map((item, index) => (
                             <div key={`${item.run_id || item.text}-${index}`} className="text-xs leading-5 text-[#5F6368] dark:text-slate-300">
-                              <span className="font-medium text-[#C1121F]">{fmtTime(item.asked_at)}</span>
+                              <span className="font-medium text-[#C1121F] dark:text-[#7FACF2]">{fmtTime(item.asked_at)}</span>
                               <span className="ml-1">{clampText(item.text, 58)}</span>
                             </div>
                           ))}
-                          {data.recent_questions.length === 0 && <div className="text-xs text-[#8B6B6B]">暂无数据</div>}
+                          {data.recent_questions.length === 0 && <div className="text-xs text-[#8B6B6B] dark:text-[#7FACF2]">暂无数据</div>}
                         </div>
                       </section>
-                      <section className="rounded-lg border border-[#F1D6D6] bg-white p-3 dark:border-[#462123] dark:bg-[#230D0F]">
+                      <section className="rounded-lg border border-[#F1D6D6] bg-white p-3 dark:border-[#213D5E] dark:bg-[#02244C]">
                         <div className="mb-2 flex items-center gap-2 text-sm font-semibold text-[#231815] dark:text-white">
-                          <TrendingUp className="size-4 text-[#C1121F]" />
+                          <TrendingUp className="size-4 text-[#C1121F] dark:text-[#7FACF2]" />
                           高频问题
                         </div>
                         <div className="space-y-2">
@@ -1337,34 +1381,34 @@ export default function AdminUserLeaderboardPage() {
                               {index + 1}. {clampText(item.text, 72)}
                             </div>
                           ))}
-                          {data.frequent_questions.length === 0 && <div className="text-xs text-[#8B6B6B]">暂无数据</div>}
+                          {data.frequent_questions.length === 0 && <div className="text-xs text-[#8B6B6B] dark:text-[#7FACF2]">暂无数据</div>}
                         </div>
                       </section>
-                      <section className="rounded-lg border border-[#F1D6D6] bg-white p-3 dark:border-[#462123] dark:bg-[#230D0F]">
+                      <section className="rounded-lg border border-[#F1D6D6] bg-white p-3 dark:border-[#213D5E] dark:bg-[#02244C]">
                         <div className="mb-2 flex items-center gap-2 text-sm font-semibold text-[#231815] dark:text-white">
-                          <Sparkles className="size-4 text-[#C1121F]" />
+                          <Sparkles className="size-4 text-[#C1121F] dark:text-[#7FACF2]" />
                           使用频率
                         </div>
                         <div className="space-y-2">
                           {[...data.skills.slice(0, 2), ...data.tools.slice(0, 1)].map((item, index) => (
                             <div key={`${item.name}-${index}`} className="flex items-center justify-between gap-2 text-xs leading-5 text-[#5F6368] dark:text-slate-300">
                               <span className="truncate">{item.name}</span>
-                              <span className="shrink-0 font-semibold text-[#C1121F]">{fmtNumber(item.call_count)} 次</span>
+                              <span className="shrink-0 font-semibold text-[#C1121F] dark:text-[#7FACF2]">{fmtNumber(item.call_count)} 次</span>
                             </div>
                           ))}
-                          {data.skills.length + data.tools.length === 0 && <div className="text-xs text-[#8B6B6B]">暂无数据</div>}
+                          {data.skills.length + data.tools.length === 0 && <div className="text-xs text-[#8B6B6B] dark:text-[#7FACF2]">暂无数据</div>}
                         </div>
                       </section>
                     </div>
                   )}
-                  <ScrollArea className="mx-6 mt-4 min-h-0 flex-1 rounded-lg border border-[#F1D6D6] bg-[#FFF7F7] p-5 dark:border-[#462123] dark:bg-[#19090A]">
+                  <ScrollArea className="mx-6 mt-4 min-h-0 flex-1 rounded-lg border border-[#F1D6D6] bg-[#FFF7F7] p-5 dark:border-[#213D5E] dark:bg-[#011226]">
                     {reportStatus === "idle" && !reportText && (
-                      <div className="flex items-center justify-center py-12 text-sm text-[#7A5A5A] dark:text-[#D8B8B8]">
+                      <div className="flex items-center justify-center py-12 text-sm text-[#7A5A5A] dark:text-[#7FACF2]">
                         选择模型后点击生成；同一时间段、同一模型和同一统计设置会直接读取已保存报告。
                       </div>
                     )}
                     {reportGenerating && !reportText && (
-                      <div className="flex items-center justify-center gap-2 py-12 text-sm text-[#7A5A5A] dark:text-[#D8B8B8]">
+                      <div className="flex items-center justify-center gap-2 py-12 text-sm text-[#7A5A5A] dark:text-[#7FACF2]">
                         <Loader2 className="size-4 animate-spin" />
                         正在调用大模型生成报告，内容会流式显示
                       </div>
@@ -1375,13 +1419,13 @@ export default function AdminUserLeaderboardPage() {
                       </div>
                     )}
                     {reportText && (
-                      <div className="rounded-lg bg-white px-8 py-6 text-base leading-8 text-[#231815] shadow-sm dark:bg-[#230D0F] dark:text-white [&_blockquote]:border-l-4 [&_blockquote]:border-[#C1121F] [&_blockquote]:bg-[#FFF7F7] [&_blockquote]:px-4 [&_blockquote]:py-3 [&_code]:rounded [&_code]:bg-[#FFF1F1] [&_code]:px-1.5 [&_h1]:mb-5 [&_h1]:text-2xl [&_h1]:font-semibold [&_h2]:mb-4 [&_h2]:mt-7 [&_h2]:border-b [&_h2]:border-[#F1D6D6] [&_h2]:pb-3 [&_h2]:text-xl [&_h2]:font-semibold [&_h3]:mb-3 [&_h3]:mt-5 [&_h3]:text-lg [&_h3]:font-semibold [&_li]:my-1.5 [&_ol]:pl-6 [&_p]:my-3 [&_strong]:text-[#C1121F] [&_table]:my-4 [&_table]:w-full [&_table]:border-collapse [&_td]:border [&_td]:border-[#F1D6D6] [&_td]:p-3 [&_th]:border [&_th]:border-[#F1D6D6] [&_th]:bg-[#FFF1F1] [&_th]:p-3 [&_ul]:pl-6 dark:[&_blockquote]:bg-[#19090A] dark:[&_code]:bg-[#19090A] dark:[&_strong]:text-[#F2B8BB] dark:[&_th]:bg-[#19090A]">
+                      <div className="rounded-lg bg-white px-8 py-6 text-base leading-8 text-[#231815] shadow-sm dark:bg-[#02244C] dark:text-white [&_blockquote]:border-l-4 [&_blockquote]:border-[#C1121F] dark:border-[#2563EB] [&_blockquote]:bg-[#FFF7F7] [&_blockquote]:px-4 [&_blockquote]:py-3 [&_code]:rounded [&_code]:bg-[#FFF1F1] [&_code]:px-1.5 [&_h1]:mb-5 [&_h1]:text-2xl [&_h1]:font-semibold [&_h2]:mb-4 [&_h2]:mt-7 [&_h2]:border-b [&_h2]:border-[#F1D6D6] [&_h2]:pb-3 [&_h2]:text-xl [&_h2]:font-semibold [&_h3]:mb-3 [&_h3]:mt-5 [&_h3]:text-lg [&_h3]:font-semibold [&_li]:my-1.5 [&_ol]:pl-6 [&_p]:my-3 [&_strong]:text-[#C1121F] dark:text-[#7FACF2] [&_table]:my-4 [&_table]:w-full [&_table]:border-collapse [&_td]:border [&_td]:border-[#F1D6D6] [&_td]:p-3 [&_th]:border [&_th]:border-[#F1D6D6] [&_th]:bg-[#FFF1F1] [&_th]:p-3 [&_ul]:pl-6 dark:[&_blockquote]:bg-[#011226] dark:[&_code]:bg-[#011226] dark:[&_strong]:text-[#7FACF2] dark:[&_th]:bg-[#011226]">
                         <MarkdownContent content={reportText} isLoading={reportGenerating} rehypePlugins={[]} />
                       </div>
                     )}
                   </ScrollArea>
                   {reportText && (
-                    <div className="mt-4 flex shrink-0 justify-end border-t border-[#F1D6D6] px-6 py-4 dark:border-[#462123]">
+                    <div className="mt-4 flex shrink-0 justify-end border-t border-[#F1D6D6] px-6 py-4 dark:border-[#213D5E]">
                       <Button
                         variant="outline"
                         onClick={exportReportAsWord}
@@ -1394,6 +1438,8 @@ export default function AdminUserLeaderboardPage() {
                   )}
                 </DialogContent>
               </Dialog>
+              </div>
+              <div className="flex flex-wrap items-end gap-2">
               <div className="flex flex-col gap-1">
                 <label className="text-xs text-[#5F6368] dark:text-slate-400">开始日期</label>
                 <Input
@@ -1402,7 +1448,7 @@ export default function AdminUserLeaderboardPage() {
                   onClick={(event) => event.currentTarget.showPicker?.()}
                   onFocus={(event) => event.currentTarget.showPicker?.()}
                   onChange={(event) => setRange((prev) => ({ ...prev, since: event.target.value }))}
-                  className="h-9 w-36 bg-white dark:bg-[#19090A]"
+                  className="h-9 w-36 bg-white dark:bg-[#011226]"
                 />
               </div>
               <div className="flex flex-col gap-1">
@@ -1413,7 +1459,7 @@ export default function AdminUserLeaderboardPage() {
                   onClick={(event) => event.currentTarget.showPicker?.()}
                   onFocus={(event) => event.currentTarget.showPicker?.()}
                   onChange={(event) => setRange((prev) => ({ ...prev, until: event.target.value }))}
-                  className="h-9 w-36 bg-white dark:bg-[#19090A]"
+                  className="h-9 w-36 bg-white dark:bg-[#011226]"
                 />
               </div>
               <Button variant="outline" size="sm" onClick={() => setQuickRange(7)}>
@@ -1425,19 +1471,19 @@ export default function AdminUserLeaderboardPage() {
               <Button variant="outline" size="sm" onClick={() => setQuickRange(90)}>
                 近 90 天
               </Button>
+              </div>
             </div>
           </div>
         </div>
 
-        <ScrollArea className="min-h-0 flex-1">
           <div className="space-y-5 p-6">
             {isLoading && (
-              <div className="flex flex-col items-center justify-center gap-3 py-20 text-center text-sm text-[#5F6368]">
+              <div className="flex flex-col items-center justify-center gap-3 py-20 text-center text-sm text-[#5F6368] dark:text-slate-400">
                 <div className="flex items-center gap-2">
                   <Loader2 className="size-4 animate-spin" />
                   <span>正在统计排行榜数据</span>
                 </div>
-                <div className="max-w-md text-xs leading-5 text-[#7A5A5A] dark:text-[#D8B8B8]">
+                <div className="max-w-md text-xs leading-5 text-[#7A5A5A] dark:text-[#7FACF2]">
                   线上用户较多或时间范围较大时，统计时间可能较长，请耐心等待。为避免影响其他接口，系统会限制排行榜统计的并发数量。
                 </div>
               </div>
@@ -1450,12 +1496,12 @@ export default function AdminUserLeaderboardPage() {
             )}
 
             {!isLoading && !error && leaderboardPending && !leaderboardHasRows && (
-              <div className="flex flex-col items-center justify-center gap-3 rounded-lg border border-[#F1D6D6] bg-white px-6 py-16 text-center text-sm text-[#5F6368] shadow-sm dark:border-[#462123] dark:bg-[#230D0F]">
+              <div className="flex flex-col items-center justify-center gap-3 rounded-lg border border-[#F1D6D6] bg-white px-6 py-16 text-center text-sm text-[#5F6368] shadow-sm dark:border-[#213D5E] dark:bg-[#02244C]">
                 <div className="flex items-center gap-2 font-medium text-[#202124] dark:text-white">
-                  <Loader2 className="size-4 animate-spin text-[#C1121F]" />
+                  <Loader2 className="size-4 animate-spin text-[#C1121F] dark:text-[#7FACF2]" />
                   <span>排行榜正在后台统计</span>
                 </div>
-                <div className="max-w-lg text-xs leading-5 text-[#7A5A5A] dark:text-[#D8B8B8]">
+                <div className="max-w-lg text-xs leading-5 text-[#7A5A5A] dark:text-[#7FACF2]">
                   {data?.message || "统计任务已放到后台执行，页面会自动刷新结果。这样排行榜慢慢算，不会长时间占住当前接口请求。"}
                 </div>
               </div>
@@ -1495,7 +1541,7 @@ export default function AdminUserLeaderboardPage() {
                   />
                 )}
 
-                <section className="rounded-lg border border-[#F1D6D6] bg-white p-4 shadow-sm dark:border-[#462123] dark:bg-[#230D0F]">
+                <section className="rounded-lg border border-[#F1D6D6] bg-white p-4 shadow-sm dark:border-[#213D5E] dark:bg-[#02244C]">
                   <div className="mb-4 flex flex-wrap items-center justify-between gap-3">
                     <div>
                       <h2 className="font-semibold text-[#202124] dark:text-white">榜单前三</h2>
@@ -1534,7 +1580,7 @@ export default function AdminUserLeaderboardPage() {
                           value={query}
                           onChange={(event) => setQuery(event.target.value)}
                           placeholder="搜索用户邮箱或 ID"
-                          className="h-9 w-64 bg-white pl-8 dark:bg-[#19090A]"
+                          className="h-9 w-64 bg-white pl-8 dark:bg-[#011226]"
                         />
                       </div>
                     </div>
@@ -1558,8 +1604,8 @@ export default function AdminUserLeaderboardPage() {
                     </div>
                   </section>
 
-                  <section className="overflow-hidden rounded-lg border border-[#F1D6D6] bg-white shadow-sm dark:border-[#462123] dark:bg-[#230D0F]">
-                    <div className="flex items-center gap-2 border-b border-[#F1D6D6] px-4 py-3 dark:border-[#462123]">
+                  <section className="overflow-hidden rounded-lg border border-[#F1D6D6] bg-white shadow-sm dark:border-[#213D5E] dark:bg-[#02244C]">
+                    <div className="flex items-center gap-2 border-b border-[#F1D6D6] px-4 py-3 dark:border-[#213D5E]">
                       <UserRound className="size-4 text-[#5F6368] dark:text-slate-300" />
                       <h2 className="font-semibold text-[#202124] dark:text-white">用户详情</h2>
                     </div>
@@ -1575,7 +1621,7 @@ export default function AdminUserLeaderboardPage() {
                   </section>
                 </div>
 
-                <section className="rounded-lg border border-[#F1D6D6] bg-white p-4 shadow-sm dark:border-[#462123] dark:bg-[#230D0F]">
+                <section className="rounded-lg border border-[#F1D6D6] bg-white p-4 shadow-sm dark:border-[#213D5E] dark:bg-[#02244C]">
                   <div className="mb-4 flex flex-wrap items-center justify-between gap-3">
                     <div className="flex items-center gap-2">
                       <TrendingUp className="size-4 text-[#5F6368] dark:text-slate-300" />

frontend-web/src/pages/AdminUserLeaderboardSettingsPage.tsx

@@ -61,17 +61,17 @@ export default function AdminUserLeaderboardSettingsPage() {
   };
 
   return (
-    <div className="flex size-full min-h-0 bg-[#FFF7F7] text-[#231815] dark:bg-[#19090A] dark:text-white">
+    <div className="flex size-full min-h-0 bg-[#FFF7F7] text-[#231815] dark:bg-[#011226] dark:text-white">
       <main className="flex min-w-0 flex-1 flex-col">
-        <div className="border-b border-[#F1D6D6] bg-white px-6 py-5 dark:border-[#462123] dark:bg-[#230D0F]">
+        <div className="border-b border-[#F1D6D6] bg-white px-6 py-5 dark:border-[#213D5E] dark:bg-[#02244C]">
           <div className="flex flex-wrap items-center justify-between gap-3">
             <div>
-              <div className="mb-2 flex items-center gap-2 text-sm text-[#9F343A]">
+              <div className="mb-2 flex items-center gap-2 text-sm text-[#9F343A] dark:text-[#7FACF2]">
                 <SlidersHorizontal className="size-4" />
                 管理员设置
               </div>
               <h1 className="text-2xl font-semibold">排行榜设置</h1>
-              <p className="mt-1 text-sm text-[#7A5A5A] dark:text-[#D8B8B8]">
+              <p className="mt-1 text-sm text-[#7A5A5A] dark:text-[#7FACF2]">
                 这里的规则会影响用户排行榜、趋势、技能、模型、问题与个人详情统计。
               </p>
             </div>
@@ -86,14 +86,14 @@ export default function AdminUserLeaderboardSettingsPage() {
 
         <ScrollArea className="min-h-0 flex-1">
           <div className="mx-auto max-w-6xl space-y-5 p-6">
-            <section className="rounded-lg border border-[#F1D6D6] bg-white p-5 shadow-sm dark:border-[#462123] dark:bg-[#230D0F]">
+            <section className="rounded-lg border border-[#F1D6D6] bg-white p-5 shadow-sm dark:border-[#213D5E] dark:bg-[#02244C]">
               <div className="mb-4 flex items-start justify-between gap-3">
                 <div>
                   <div className="flex items-center gap-2 font-semibold">
-                    <ShieldOff className="size-4 text-[#C1121F]" />
+                    <ShieldOff className="size-4 text-[#C1121F] dark:text-[#7FACF2]" />
                     统计排除名单
                   </div>
-                  <p className="mt-1 text-sm text-[#7A5A5A] dark:text-[#D8B8B8]">
+                  <p className="mt-1 text-sm text-[#7A5A5A] dark:text-[#7FACF2]">
                     名单中的账号不会进入排行榜、趋势、问题、模型和技能统计。
                   </p>
                 </div>
@@ -111,21 +111,21 @@ export default function AdminUserLeaderboardSettingsPage() {
                     value={query}
                     onChange={(event) => setQuery(event.target.value)}
                     placeholder="搜索账号邮箱或 ID"
-                    className="h-10 border-[#F1D6D6] bg-white pl-9"
+                    className="h-10 border-[#F1D6D6] bg-white pl-9 dark:border-[#213D5E] dark:bg-[#011226] dark:text-white"
                   />
                   {query.trim() && candidates.length > 0 && (
-                    <div className="absolute z-20 mt-2 max-h-72 w-full overflow-hidden rounded-lg border border-[#F1D6D6] bg-white shadow-lg dark:border-[#462123] dark:bg-[#230D0F]">
+                    <div className="absolute z-20 mt-2 max-h-72 w-full overflow-hidden rounded-lg border border-[#F1D6D6] bg-white shadow-lg dark:border-[#213D5E] dark:bg-[#02244C]">
                       <ScrollArea className="max-h-72">
                         {candidates.map((user) => (
                           <button
                             key={user.id}
                             type="button"
                             onClick={() => addUser(user.id)}
-                            className="flex w-full items-center justify-between gap-3 border-b border-[#F8EAEA] px-3 py-2 text-left text-sm last:border-b-0 hover:bg-[#FFF1F1] dark:border-[#462123] dark:hover:bg-[#361315]"
+                            className="flex w-full items-center justify-between gap-3 border-b border-[#F8EAEA] px-3 py-2 text-left text-sm last:border-b-0 hover:bg-[#FFF1F1] dark:border-[#213D5E] dark:hover:bg-[#361315]"
                           >
                             <span className="min-w-0">
                               <span className="block truncate font-medium">{user.email}</span>
-                              <span className="block truncate text-xs text-[#8B6B6B]">{user.id}</span>
+                              <span className="block truncate text-xs text-[#8B6B6B] dark:text-[#7FACF2]">{user.id}</span>
                             </span>
                             <Badge variant="outline">{user.system_role === "admin" ? "管理员" : "用户"}</Badge>
                           </button>
@@ -134,15 +134,15 @@ export default function AdminUserLeaderboardSettingsPage() {
                     </div>
                   )}
                 </div>
-                <div className="min-h-10 rounded-lg bg-[#FFF7F7] p-3 dark:bg-[#19090A]">
+                <div className="min-h-10 rounded-lg bg-[#FFF7F7] p-3 dark:bg-[#011226]">
                   {selectedUsers.length === 0 ? (
-                    <span className="text-sm text-[#8B6B6B]">暂无排除账号</span>
+                    <span className="text-sm text-[#8B6B6B] dark:text-[#7FACF2]">暂无排除账号</span>
                   ) : (
                     <div className="flex flex-wrap gap-2">
                       {selectedUsers.map((user) => (
                         <span
                           key={user.id}
-                          className="inline-flex max-w-[280px] items-center gap-1.5 rounded-full border border-[#F1D6D6] bg-white px-3 py-1.5 text-xs text-[#7A1F25] shadow-sm dark:border-[#462123] dark:bg-[#230D0F] dark:text-[#F2B8BB]"
+                          className="inline-flex max-w-[280px] items-center gap-1.5 rounded-full border border-[#F1D6D6] bg-white px-3 py-1.5 text-xs text-[#7A1F25] shadow-sm dark:border-[#213D5E] dark:bg-[#02244C] dark:text-[#7FACF2]"
                           title={userLabel(user)}
                         >
                           <span className="truncate">{userLabel(user)}</span>
@@ -157,14 +157,14 @@ export default function AdminUserLeaderboardSettingsPage() {
               </div>
             </section>
 
-            <section className="rounded-lg border border-[#F1D6D6] bg-white p-5 shadow-sm dark:border-[#462123] dark:bg-[#230D0F]">
+            <section className="rounded-lg border border-[#F1D6D6] bg-white p-5 shadow-sm dark:border-[#213D5E] dark:bg-[#02244C]">
               <div className="mb-4 flex items-start justify-between gap-3">
                 <div>
                   <div className="flex items-center gap-2 font-semibold">
-                    <Save className="size-4 text-[#C1121F]" />
+                    <Save className="size-4 text-[#C1121F] dark:text-[#7FACF2]" />
                     统计规则
                   </div>
-                  <p className="mt-1 text-sm text-[#7A5A5A] dark:text-[#D8B8B8]">
+                  <p className="mt-1 text-sm text-[#7A5A5A] dark:text-[#7FACF2]">
                     关闭某项后，该类数据会从榜单、趋势、问题列表和个人统计中移除。
                   </p>
                 </div>
@@ -180,11 +180,11 @@ export default function AdminUserLeaderboardSettingsPage() {
                 ].map(([key, title, desc]) => (
                   <label
                     key={key}
-                    className="flex min-h-28 cursor-pointer items-start justify-between gap-4 rounded-lg border border-[#F1D6D6] bg-[#FFF7F7] p-4 dark:border-[#462123] dark:bg-[#19090A]"
+                    className="flex min-h-28 cursor-pointer items-start justify-between gap-4 rounded-lg border border-[#F1D6D6] bg-[#FFF7F7] p-4 dark:border-[#213D5E] dark:bg-[#011226]"
                   >
                     <span>
                       <span className="block font-medium">{title}</span>
-                      <span className="mt-1 block text-sm leading-6 text-[#7A5A5A] dark:text-[#D8B8B8]">{desc}</span>
+                      <span className="mt-1 block text-sm leading-6 text-[#7A5A5A] dark:text-[#7FACF2]">{desc}</span>
                     </span>
                     <Switch
                       checked={Boolean(settings?.[key as keyof typeof settings])}

frontend-web/src/pages/ChatPage.tsx

@@ -1,6 +1,6 @@
 "use client";
 
-import { useRouter } from "next/navigation";
+import { useRouter, useSearchParams } from "next/navigation";
 import { useCallback, useEffect, useMemo, useRef, useState } from "react";
 import { toast } from "sonner";
 
@@ -15,6 +15,8 @@ import {
   useThreadChat,
 } from "@/components/workspace/chats";
 import { ExportTrigger } from "@/components/workspace/export-trigger";
+import { KnowledgeSaveTrigger } from "@/components/workspace/knowledge-save-trigger";
+import { KnowledgeRagToggle } from "@/components/workspace/knowledge-rag-toggle";
 import { InputBox } from "@/components/workspace/input-box";
 import {
   MessageList,
@@ -41,9 +43,47 @@ import { textOfMessage } from "@/core/threads/utils";
 import { env } from "@/env";
 import { cn } from "@/lib/utils";
 
+const BROWSER_CONTEXT_PARAM_KEYS = [
+  "browser_context",
+  "bc_filename",
+  "bc_size",
+  "bc_path",
+  "bc_prompt",
+] as const;
+
+function clearBrowserContextParamsFromHash() {
+  if (typeof window === "undefined") return;
+  const hash = window.location.hash;
+  if (!hash.startsWith("#")) return;
+  const hashBody = hash.slice(1);
+  const queryStart = hashBody.indexOf("?");
+  if (queryStart < 0) return;
+
+  const path = hashBody.slice(0, queryStart);
+  const search = hashBody.slice(queryStart + 1);
+  const params = new URLSearchParams(search);
+  let changed = false;
+  for (const key of BROWSER_CONTEXT_PARAM_KEYS) {
+    if (params.has(key)) {
+      params.delete(key);
+      changed = true;
+    }
+  }
+  if (!changed) return;
+
+  const nextSearch = params.toString();
+  const nextHash = nextSearch ? `#${path}?${nextSearch}` : `#${path}`;
+  window.history.replaceState(
+    null,
+    "",
+    `${window.location.pathname}${window.location.search}${nextHash}`,
+  );
+}
+
 export default function ChatPage() {
   const routeBase = useRouteBase();
   const router = useRouter();
+  const searchParams = useSearchParams();
   const { t } = useI18n();
   const [showFollowups, setShowFollowups] = useState(false);
   const [hasStartedConversation, setHasStartedConversation] = useState(false);
@@ -62,6 +102,7 @@ export default function ChatPage() {
   const [selectedAgentId, setSelectedAgentId] = useState<string | null>(null);
   const [agentHandoffPending, setAgentHandoffPending] = useState(false);
   const agentHandoffPendingRef = useRef(false);
+  const browserContextAutoSubmitRef = useRef<string | null>(null);
   const { agents: selectorAgents, isLoading: selectorLoading } =
     useAgentSelector();
   const { selectedArtifact } = useArtifacts();
@@ -242,6 +283,75 @@ export default function ChatPage() {
     [sendMessage, threadId],
   );
 
+  useEffect(() => {
+    const token = searchParams.get("browser_context")?.trim();
+    if (!token || browserContextAutoSubmitRef.current === token) {
+      return;
+    }
+    if (!threadId || isNewThread || thread.isLoading || agentHandoffPending) {
+      return;
+    }
+
+    const consumedKey = `deerflow.browser-context.consumed.${token}`;
+    if (window.sessionStorage.getItem(consumedKey)) {
+      browserContextAutoSubmitRef.current = token;
+      clearBrowserContextParamsFromHash();
+      return;
+    }
+
+    const filename = searchParams.get("bc_filename")?.trim();
+    const path = searchParams.get("bc_path")?.trim();
+    const size = Number(searchParams.get("bc_size") ?? "0");
+    const prompt =
+      searchParams.get("bc_prompt")?.trim() ||
+      "请基于刚刚发送的网页内容，先用中文总结要点，并等待我继续提问。";
+
+    if (!filename || !path || !Number.isFinite(size) || size < 0) {
+      browserContextAutoSubmitRef.current = token;
+      clearBrowserContextParamsFromHash();
+      toast.error("网页上下文参数不完整，无法自动发送到 Deer");
+      return;
+    }
+
+    browserContextAutoSubmitRef.current = token;
+    window.sessionStorage.setItem(consumedKey, "1");
+    clearBrowserContextParamsFromHash();
+    setHasStartedConversation(true);
+
+    void sendMessage(
+      threadId,
+      { text: prompt, files: [] },
+      undefined,
+      {
+        additionalKwargs: {
+          browser_context: {
+            source: "chrome-extension",
+            token,
+          },
+          files: [
+            {
+              filename,
+              size,
+              path,
+              status: "uploaded",
+            },
+          ],
+        },
+      },
+    ).catch((err) => {
+      toast.error(
+        err instanceof Error ? err.message : "网页上下文发送失败，请重试",
+      );
+    });
+  }, [
+    searchParams,
+    threadId,
+    isNewThread,
+    thread.isLoading,
+    agentHandoffPending,
+    sendMessage,
+  ]);
+
   // Persist the picked agent the moment it changes so the next new chat
   // defaults to it — even if the user never sends a message this session.
   // Passing null (the ✕ clear) wipes the stored preference.
@@ -300,7 +410,9 @@ export default function ChatPage() {
                 enabled={tokenUsageEnabled}
                 messages={thread.messages}
               />
+              <KnowledgeRagToggle threadId={threadId} />
               <ExportTrigger threadId={threadId} />
+              <KnowledgeSaveTrigger threadId={threadId} />
               <ArtifactTrigger />
             </div>
           </header>

frontend-web/src/pages/ChatsPage.tsx

@@ -1,95 +1,256 @@
-"use client";
-
-import { DownloadIcon } from "lucide-react";
-import Link from "next/link";
-import { useEffect, useMemo, useState } from "react";
-
-import { Button } from "@/components/ui/button";
-import { Input } from "@/components/ui/input";
-import { ScrollArea } from "@/components/ui/scroll-area";
-import { ImportConversationsDialog } from "@/components/workspace/thread-share-dialogs";
-import {
-  WorkspaceBody,
-  WorkspaceContainer,
-  WorkspaceHeader,
-} from "@/components/workspace/workspace-container";
-import { useI18n } from "@/core/i18n/hooks";
-import { useThreads } from "@/core/threads/hooks";
-import { usePathOfThread, titleOfThread } from "@/core/threads/utils";
-import { formatTimeAgo } from "@/core/utils/datetime";
-import { desensitize } from "@/lib/desensitize";
-
-export default function ChatsPage() {
-  const pathOfThread = usePathOfThread();
-  const { t } = useI18n();
-  const { data: threads } = useThreads();
-  const [search, setSearch] = useState("");
-  const [importOpen, setImportOpen] = useState(false);
-
-  useEffect(() => {
-    document.title = `${t.pages.chats} - ${t.pages.appName}`;
-  }, [t.pages.chats, t.pages.appName]);
-
-  const filteredThreads = useMemo(() => {
-    return threads?.filter((thread) => {
-      return (
-        thread.metadata?.thread_type !== "scheduler" &&
-        thread.metadata?.thread_type !== "roundtable" &&
-        titleOfThread(thread).toLowerCase().includes(search.toLowerCase())
-      );
-    });
-  }, [threads, search]);
-  return (
-    <WorkspaceContainer>
-      <WorkspaceHeader></WorkspaceHeader>
-      <WorkspaceBody>
-        <div className="flex size-full flex-col">
-          <header className="flex shrink-0 flex-col items-center gap-3 pt-8">
-            <div className="flex w-full max-w-(--container-width-md) items-center justify-end">
-              <Button
-                variant="outline"
-                size="sm"
-                onClick={() => setImportOpen(true)}
-              >
-                <DownloadIcon className="size-4" />
-                {t.threadShare.importChats}
-              </Button>
-            </div>
-            <Input
-              type="search"
-              className="h-12 w-full max-w-(--container-width-md) text-xl"
-              placeholder={t.chats.searchChats}
-              autoFocus
-              value={search}
-              onChange={(e) => setSearch(e.target.value)}
-            />
-          </header>
-          <main className="min-h-0 flex-1">
-            <ScrollArea className="size-full py-4">
-              <div className="mx-auto flex size-full max-w-(--container-width-md) flex-col">
-                {filteredThreads?.map((thread) => (
-                  <Link key={thread.thread_id} href={pathOfThread(thread)}>
-                    <div className="flex flex-col gap-2 border-b p-4">
-                      <div>
-                        <div>{desensitize(titleOfThread(thread, t.pages.newChat))}</div>
-                      </div>
-                      {thread.updated_at && (
-                        <div className="text-muted-foreground text-sm">
-                          {formatTimeAgo(thread.updated_at)}
-                        </div>
-                      )}
-                    </div>
-                  </Link>
-                ))}
-              </div>
-            </ScrollArea>
-          </main>
-        </div>
-      </WorkspaceBody>
-      <ImportConversationsDialog
-        open={importOpen}
-        onOpenChange={setImportOpen}
-      />
-    </WorkspaceContainer>
-  );
-}
+"use client";
+
+import {
+  ChevronLeft,
+  ChevronRight,
+  DownloadIcon,
+  Pin,
+  PinOff,
+  Star,
+} from "lucide-react";
+import Link from "next/link";
+import { useEffect, useMemo, useState } from "react";
+
+import { Button } from "@/components/ui/button";
+import { Input } from "@/components/ui/input";
+import { ScrollArea } from "@/components/ui/scroll-area";
+import { ImportConversationsDialog } from "@/components/workspace/thread-share-dialogs";
+import {
+  WorkspaceBody,
+  WorkspaceContainer,
+  WorkspaceHeader,
+} from "@/components/workspace/workspace-container";
+import { useI18n } from "@/core/i18n/hooks";
+import {
+  useThreads,
+  useToggleThreadFavorite,
+  useToggleThreadPin,
+} from "@/core/threads/hooks";
+import type { AgentThread } from "@/core/threads/types";
+import {
+  isThreadFavorite,
+  isThreadPinned,
+  usePathOfThread,
+  titleOfThread,
+} from "@/core/threads/utils";
+import { formatTimeAgo } from "@/core/utils/datetime";
+import { desensitize } from "@/lib/desensitize";
+import { cn } from "@/lib/utils";
+
+const PAGE_SIZE = 20;
+
+export default function ChatsPage() {
+  const pathOfThread = usePathOfThread();
+  const { t } = useI18n();
+  const { data: threads } = useThreads();
+  const { toggle: togglePin } = useToggleThreadPin();
+  const { toggle: toggleFavorite } = useToggleThreadFavorite();
+  const [search, setSearch] = useState("");
+  const [onlyFavorites, setOnlyFavorites] = useState(false);
+  const [page, setPage] = useState(1);
+  const [importOpen, setImportOpen] = useState(false);
+
+  useEffect(() => {
+    document.title = `${t.pages.chats} - ${t.pages.appName}`;
+  }, [t.pages.chats, t.pages.appName]);
+
+  // Reset to the first page whenever the filtered result set changes.
+  useEffect(() => {
+    setPage(1);
+  }, [search, onlyFavorites]);
+
+  const filteredThreads = useMemo(() => {
+    return (threads ?? []).filter((thread) => {
+      if (
+        thread.metadata?.thread_type === "scheduler" ||
+        thread.metadata?.thread_type === "roundtable"
+      ) {
+        return false;
+      }
+      if (onlyFavorites && !isThreadFavorite(thread)) {
+        return false;
+      }
+      return titleOfThread(thread)
+        .toLowerCase()
+        .includes(search.toLowerCase());
+    });
+  }, [threads, search, onlyFavorites]);
+
+  // Pinned conversations are surfaced in their own section on the first page
+  // only, and excluded from the paginated list (so they don't repeat on every
+  // page as the user pages through history).
+  const pinnedThreads = useMemo(
+    () => filteredThreads.filter(isThreadPinned),
+    [filteredThreads],
+  );
+  const restThreads = useMemo(
+    () => filteredThreads.filter((t) => !isThreadPinned(t)),
+    [filteredThreads],
+  );
+
+  const totalPages = Math.max(1, Math.ceil(restThreads.length / PAGE_SIZE));
+  const currentPage = Math.min(page, totalPages);
+  const pagedThreads = restThreads.slice(
+    (currentPage - 1) * PAGE_SIZE,
+    currentPage * PAGE_SIZE,
+  );
+
+  const renderThread = (thread: AgentThread) => {
+    const pinned = isThreadPinned(thread);
+    const favorited = isThreadFavorite(thread);
+    return (
+      <div
+        key={thread.thread_id}
+        className="group/chat-row relative flex flex-col gap-2 border-b"
+      >
+        <Link href={pathOfThread(thread)} className="block p-4 pr-24">
+          <div className="flex items-center gap-1.5">
+            {pinned && (
+              <Pin className="size-3.5 shrink-0 text-muted-foreground/70" />
+            )}
+            <span className="truncate">
+              {desensitize(titleOfThread(thread, t.pages.newChat))}
+            </span>
+          </div>
+          {thread.updated_at && (
+            <div className="text-muted-foreground mt-2 text-sm">
+              {formatTimeAgo(thread.updated_at)}
+            </div>
+          )}
+        </Link>
+        {/* Row actions — kept out of the Link so clicks don't navigate. */}
+        <div className="absolute right-3 top-3 flex items-center gap-1 opacity-0 transition-opacity group-hover/chat-row:opacity-100 focus-within:opacity-100">
+          <Button
+            variant="ghost"
+            size="icon"
+            className="size-8"
+            title={favorited ? t.common.unfavorite : t.common.favorite}
+            onClick={() => toggleFavorite(thread.thread_id, !favorited)}
+          >
+            <Star
+              className={cn(
+                "size-4",
+                favorited
+                  ? "fill-amber-400 text-amber-400"
+                  : "text-muted-foreground",
+              )}
+            />
+          </Button>
+          <Button
+            variant="ghost"
+            size="icon"
+            className="size-8"
+            title={pinned ? t.common.unpin : t.common.pin}
+            onClick={() => togglePin(thread.thread_id, !pinned)}
+          >
+            {pinned ? (
+              <PinOff className="size-4 text-muted-foreground" />
+            ) : (
+              <Pin className="size-4 text-muted-foreground" />
+            )}
+          </Button>
+        </div>
+      </div>
+    );
+  };
+
+  const isEmpty = filteredThreads.length === 0;
+
+  return (
+    <WorkspaceContainer>
+      <WorkspaceHeader></WorkspaceHeader>
+      <WorkspaceBody>
+        <div className="flex size-full flex-col">
+          <header className="flex shrink-0 flex-col items-center gap-3 pt-8">
+            <div className="flex w-full max-w-(--container-width-md) items-center justify-between gap-2">
+              <div className="flex items-center gap-1">
+                <Button
+                  variant={onlyFavorites ? "outline" : "secondary"}
+                  size="sm"
+                  onClick={() => setOnlyFavorites(false)}
+                >
+                  {t.chats.allChats}
+                </Button>
+                <Button
+                  variant={onlyFavorites ? "secondary" : "outline"}
+                  size="sm"
+                  onClick={() => setOnlyFavorites(true)}
+                >
+                  <Star className="size-4" />
+                  {t.chats.favorites}
+                </Button>
+              </div>
+              <Button
+                variant="outline"
+                size="sm"
+                onClick={() => setImportOpen(true)}
+              >
+                <DownloadIcon className="size-4" />
+                {t.threadShare.importChats}
+              </Button>
+            </div>
+            <Input
+              type="search"
+              className="h-12 w-full max-w-(--container-width-md) text-xl"
+              placeholder={t.chats.searchChats}
+              autoFocus
+              value={search}
+              onChange={(e) => setSearch(e.target.value)}
+            />
+          </header>
+          <main className="min-h-0 flex-1">
+            <ScrollArea className="size-full py-4">
+              <div className="mx-auto flex size-full max-w-(--container-width-md) flex-col">
+                {currentPage === 1 && pinnedThreads.length > 0 && (
+                  <>
+                    <div className="text-muted-foreground/70 px-4 pb-1 pt-2 text-xs font-semibold tracking-wider uppercase">
+                      {t.chats.pinnedSection}
+                    </div>
+                    {pinnedThreads.map(renderThread)}
+                  </>
+                )}
+                {pagedThreads.map(renderThread)}
+                {isEmpty && (
+                  <div className="text-muted-foreground py-16 text-center text-sm">
+                    {onlyFavorites ? t.chats.noFavorites : t.chats.noChats}
+                  </div>
+                )}
+                {totalPages > 1 && (
+                  <div className="flex items-center justify-center gap-3 py-6">
+                    <Button
+                      variant="outline"
+                      size="sm"
+                      disabled={currentPage <= 1}
+                      onClick={() => setPage((p) => Math.max(1, p - 1))}
+                    >
+                      <ChevronLeft className="size-4" />
+                      {t.chats.prevPage}
+                    </Button>
+                    <span className="text-muted-foreground text-sm tabular-nums">
+                      {currentPage} / {totalPages}
+                    </span>
+                    <Button
+                      variant="outline"
+                      size="sm"
+                      disabled={currentPage >= totalPages}
+                      onClick={() =>
+                        setPage((p) => Math.min(totalPages, p + 1))
+                      }
+                    >
+                      {t.chats.nextPage}
+                      <ChevronRight className="size-4" />
+                    </Button>
+                  </div>
+                )}
+              </div>
+            </ScrollArea>
+          </main>
+        </div>
+      </WorkspaceBody>
+      <ImportConversationsDialog
+        open={importOpen}
+        onOpenChange={setImportOpen}
+      />
+    </WorkspaceContainer>
+  );
+}

frontend-web/src/pages/KnowledgeBasePage.tsx

@@ -0,0 +1,821 @@
+import {
+  BookOpen,
+  Copy,
+  ExternalLink,
+  Loader2,
+  Network,
+  Pencil,
+  Plus,
+  RefreshCw,
+  Save,
+  Search,
+  Sparkles,
+  Trash2,
+  X,
+} from "lucide-react";
+import { useEffect, useMemo, useState } from "react";
+import { useNavigate, useParams } from "react-router-dom";
+import { toast } from "sonner";
+
+import { Badge } from "@/components/ui/badge";
+import { Button } from "@/components/ui/button";
+import {
+  Dialog,
+  DialogContent,
+  DialogDescription,
+  DialogFooter,
+  DialogHeader,
+  DialogTitle,
+} from "@/components/ui/dialog";
+import { Input } from "@/components/ui/input";
+import { ScrollArea } from "@/components/ui/scroll-area";
+import {
+  Select,
+  SelectContent,
+  SelectItem,
+  SelectTrigger,
+  SelectValue,
+} from "@/components/ui/select";
+import { Textarea } from "@/components/ui/textarea";
+import { ModelNameSelect } from "@/components/workspace/model-name-select";
+import {
+  useKnowledgeActions,
+  useKnowledgeDuplicates,
+  useKnowledgeNote,
+  useKnowledgeNotes,
+  useNoteWikilinks,
+  useVaultPage,
+} from "@/core/knowledge/hooks";
+import type { KnowledgeNote } from "@/core/knowledge/types";
+import { cn } from "@/lib/utils";
+import MarkdownRenderer, {
+  type WikiLinkTarget,
+} from "@/strategy-components/MarkdownRenderer";
+
+const SOURCE_TYPE_LABELS: Record<string, string> = {
+  thread: "对话",
+  search: "检索",
+  tool: "工具",
+  file: "文件",
+  manual: "手动",
+  report: "报告",
+};
+
+const STATUS_LABELS: Record<string, string> = {
+  draft: "草稿",
+  approved: "已批准",
+  archived: "已归档",
+};
+
+/** Human label for an audit actor: prefer the resolved name (email), else a short id. */
+function actorLabel(name?: string | null, id?: string | null): string {
+  if (name && name.trim()) return name.trim();
+  if (id && id.trim()) return `${id.trim().slice(0, 8)}…`;
+  return "—";
+}
+
+const ENTITY_TYPE_META: Record<string, { label: string; className: string }> = {
+  person: { label: "人物", className: "bg-rose-50 text-rose-700 border-rose-200 dark:bg-rose-500/15 dark:text-rose-300 dark:border-rose-500/30" },
+  org: { label: "机构", className: "bg-blue-50 text-blue-700 border-blue-200 dark:bg-blue-500/15 dark:text-blue-300 dark:border-blue-500/30" },
+  product: { label: "产品", className: "bg-violet-50 text-violet-700 border-violet-200 dark:bg-violet-500/15 dark:text-violet-300 dark:border-violet-500/30" },
+  technology: { label: "技术", className: "bg-cyan-50 text-cyan-700 border-cyan-200 dark:bg-cyan-500/15 dark:text-cyan-300 dark:border-cyan-500/30" },
+  concept: { label: "概念", className: "bg-amber-50 text-amber-700 border-amber-200 dark:bg-amber-500/15 dark:text-amber-300 dark:border-amber-500/30" },
+  region: { label: "地区", className: "bg-emerald-50 text-emerald-700 border-emerald-200 dark:bg-emerald-500/15 dark:text-emerald-300 dark:border-emerald-500/30" },
+  country: { label: "国家", className: "bg-emerald-50 text-emerald-700 border-emerald-200 dark:bg-emerald-500/15 dark:text-emerald-300 dark:border-emerald-500/30" },
+};
+
+function entityMeta(type?: string | null) {
+  return (
+    ENTITY_TYPE_META[(type || "").toLowerCase()] ?? {
+      label: "其他",
+      className: "bg-slate-100 text-slate-600 border-slate-200 dark:bg-slate-700/40 dark:text-slate-300 dark:border-slate-600",
+    }
+  );
+}
+
+function useDebounced<T>(value: T, delay = 350): T {
+  const [debounced, setDebounced] = useState(value);
+  useEffect(() => {
+    const id = window.setTimeout(() => setDebounced(value), delay);
+    return () => window.clearTimeout(id);
+  }, [value, delay]);
+  return debounced;
+}
+
+function NoteListItem({
+  note,
+  active,
+  onClick,
+}: {
+  note: KnowledgeNote;
+  active: boolean;
+  onClick: () => void;
+}) {
+  return (
+    <button
+      type="button"
+      onClick={onClick}
+      className={cn(
+        "flex w-full flex-col gap-1 rounded-md border p-3 text-left transition-colors",
+        active
+          ? "border-primary bg-primary/5"
+          : "border-border/70 hover:bg-muted/50",
+      )}
+    >
+      <div className="flex items-center justify-between gap-2">
+        <span className="line-clamp-1 text-sm font-medium">{note.title}</span>
+        <Badge variant="outline" className="shrink-0 text-[10px]">
+          {SOURCE_TYPE_LABELS[note.source_type] ?? note.source_type}
+        </Badge>
+      </div>
+      {note.summary ? (
+        <span className="text-muted-foreground line-clamp-2 text-xs">
+          {note.summary}
+        </span>
+      ) : null}
+      <div className="mt-1 flex flex-wrap items-center gap-1">
+        {note.tags.slice(0, 4).map((tag) => (
+          <span
+            key={tag}
+            className="bg-muted text-muted-foreground rounded px-1.5 py-0.5 text-[10px]"
+          >
+            #{tag}
+          </span>
+        ))}
+        <span className="text-muted-foreground ml-auto text-[10px]">
+          {note.updated_at?.slice(0, 10)}
+        </span>
+      </div>
+    </button>
+  );
+}
+
+function CreateNoteDialog({
+  open,
+  onOpenChange,
+}: {
+  open: boolean;
+  onOpenChange: (v: boolean) => void;
+}) {
+  const { create } = useKnowledgeActions();
+  const navigate = useNavigate();
+  const [title, setTitle] = useState("");
+  const [tags, setTags] = useState("");
+  const [content, setContent] = useState("");
+
+  const reset = () => {
+    setTitle("");
+    setTags("");
+    setContent("");
+  };
+
+  const handleSubmit = async () => {
+    if (!title.trim()) {
+      toast.error("请输入标题");
+      return;
+    }
+    try {
+      const note = await create.mutateAsync({
+        title: title.trim(),
+        content_md: content || `# ${title.trim()}\n\n`,
+        tags: tags
+          .split(/[,，\s]+/)
+          .map((t) => t.trim())
+          .filter(Boolean),
+        status: "approved",
+      });
+      toast.success("知识已创建");
+      onOpenChange(false);
+      reset();
+      navigate(`/page/workspace/knowledge/${note.id}`);
+    } catch (error) {
+      toast.error(error instanceof Error ? error.message : "创建失败");
+    }
+  };
+
+  return (
+    <Dialog open={open} onOpenChange={onOpenChange}>
+      <DialogContent className="max-w-2xl">
+        <DialogHeader>
+          <DialogTitle>新建知识</DialogTitle>
+          <DialogDescription>手动创建一条知识笔记，写入共享知识库 vault。</DialogDescription>
+        </DialogHeader>
+        <div className="flex flex-col gap-3">
+          <Input
+            placeholder="标题"
+            value={title}
+            onChange={(e) => setTitle(e.target.value)}
+          />
+          <Input
+            placeholder="标签，使用逗号分隔"
+            value={tags}
+            onChange={(e) => setTags(e.target.value)}
+          />
+          <Textarea
+            placeholder="Markdown 正文"
+            rows={12}
+            value={content}
+            onChange={(e) => setContent(e.target.value)}
+            className="font-mono text-sm"
+          />
+        </div>
+        <DialogFooter>
+          <Button variant="outline" onClick={() => onOpenChange(false)}>
+            取消
+          </Button>
+          <Button onClick={() => void handleSubmit()} disabled={create.isPending}>
+            {create.isPending ? "创建中..." : "创建"}
+          </Button>
+        </DialogFooter>
+      </DialogContent>
+    </Dialog>
+  );
+}
+
+function BatchImportDialog({
+  open,
+  onOpenChange,
+}: {
+  open: boolean;
+  onOpenChange: (v: boolean) => void;
+}) {
+  const { batchIngest } = useKnowledgeActions();
+  const [limit, setLimit] = useState(50);
+  const [skipExisting, setSkipExisting] = useState(true);
+  // Optional model override for extraction (null = configured default).
+  const [model, setModel] = useState<string | null>(null);
+
+  const handleRun = async () => {
+    try {
+      const result = await batchIngest.mutateAsync({
+        limit,
+        skip_existing: skipExisting,
+        status: "approved",
+        include_sources: true,
+        model_name: model,
+      });
+      const base = `批量导入完成：新增 ${result.created}，跳过 ${result.skipped}，失败 ${result.failed}`;
+      if (result.llm_fallback && result.llm_fallback > 0) {
+        // The model failed on some threads — they were saved via rule-based
+        // extraction instead. Say so explicitly per the requirement.
+        toast.warning(
+          `${base}；其中 ${result.llm_fallback} 条因大模型异常改用了规则抽取(草稿)`,
+        );
+      } else {
+        toast.success(base);
+      }
+      onOpenChange(false);
+    } catch (error) {
+      toast.error(error instanceof Error ? error.message : "批量导入失败");
+    }
+  };
+
+  return (
+    <Dialog open={open} onOpenChange={onOpenChange}>
+      <DialogContent className="max-w-md">
+        <DialogHeader>
+          <DialogTitle>批量导入历史线程</DialogTitle>
+          <DialogDescription>
+            扫描你最近的对话线程并沉淀为知识库内容。已沉淀的线程可自动跳过。
+          </DialogDescription>
+        </DialogHeader>
+        <div className="flex flex-col gap-4">
+          <label className="flex items-center justify-between gap-2 text-sm">
+            处理数量上限
+            <Input
+              type="number"
+              min={1}
+              max={500}
+              value={limit}
+              onChange={(e) => setLimit(Number(e.target.value) || 1)}
+              className="w-28"
+            />
+          </label>
+          <label className="flex items-center justify-between gap-2 text-sm">
+            跳过已沉淀线程
+            <input
+              type="checkbox"
+              checked={skipExisting}
+              onChange={(e) => setSkipExisting(e.target.checked)}
+              className="size-4"
+            />
+          </label>
+          <label className="flex items-center justify-between gap-2 text-sm">
+            提炼大模型
+            <ModelNameSelect
+              value={model}
+              onChange={setModel}
+              disabled={batchIngest.isPending}
+              triggerClassName="h-9 w-[11rem]"
+            />
+          </label>
+        </div>
+        <DialogFooter>
+          <Button variant="outline" onClick={() => onOpenChange(false)}>
+            取消
+          </Button>
+          <Button onClick={() => void handleRun()} disabled={batchIngest.isPending}>
+            {batchIngest.isPending ? "导入中..." : "开始导入"}
+          </Button>
+        </DialogFooter>
+      </DialogContent>
+    </Dialog>
+  );
+}
+
+function DedupDialog({
+  open,
+  onOpenChange,
+}: {
+  open: boolean;
+  onOpenChange: (v: boolean) => void;
+}) {
+  const { data: groups = [], isLoading } = useKnowledgeDuplicates(open);
+  const { merge } = useKnowledgeActions();
+
+  const handleMerge = async (primaryId: string, duplicateIds: string[]) => {
+    try {
+      await merge.mutateAsync({ primaryId, duplicateIds });
+      toast.success("已合并重复知识");
+    } catch (error) {
+      toast.error(error instanceof Error ? error.message : "合并失败");
+    }
+  };
+
+  return (
+    <Dialog open={open} onOpenChange={onOpenChange}>
+      <DialogContent className="max-w-2xl">
+        <DialogHeader>
+          <DialogTitle>查重与合并</DialogTitle>
+          <DialogDescription>
+            基于标题/摘要相似度与内容哈希检测重复知识；合并会把重复项归档并把来源并入主条目。
+          </DialogDescription>
+        </DialogHeader>
+        <div className="max-h-[60vh] overflow-auto">
+          {isLoading ? (
+            <div className="text-muted-foreground p-4 text-sm">检测中...</div>
+          ) : groups.length === 0 ? (
+            <div className="text-muted-foreground rounded-md border border-dashed p-6 text-center text-sm">
+              未发现明显重复的知识。
+            </div>
+          ) : (
+            <ul className="flex flex-col gap-3">
+              {groups.map((g) => (
+                <li key={g.primary.id} className="rounded-md border p-3">
+                  <div className="mb-2 text-sm font-medium">
+                    保留：{g.primary.title || g.primary.id}
+                  </div>
+                  <ul className="mb-2 flex flex-col gap-1">
+                    {g.duplicates.map((d) => (
+                      <li key={d.id} className="text-muted-foreground text-xs">
+                        合并：{d.title || d.id}（相似度 {Math.round(d.score * 100)}%）
+                      </li>
+                    ))}
+                  </ul>
+                  <Button
+                    size="sm"
+                    variant="outline"
+                    onClick={() =>
+                      void handleMerge(
+                        g.primary.id,
+                        g.duplicates.map((d) => d.id),
+                      )
+                    }
+                    disabled={merge.isPending}
+                  >
+                    合并到主条目
+                  </Button>
+                </li>
+              ))}
+            </ul>
+          )}
+        </div>
+        <DialogFooter>
+          <Button variant="outline" onClick={() => onOpenChange(false)}>
+            关闭
+          </Button>
+        </DialogFooter>
+      </DialogContent>
+    </Dialog>
+  );
+}
+
+function VaultPageDialog({
+  path,
+  onOpenChange,
+}: {
+  path: string | null;
+  onOpenChange: (open: boolean) => void;
+}) {
+  const { data: page, isLoading } = useVaultPage(path ?? undefined);
+  return (
+    <Dialog open={!!path} onOpenChange={onOpenChange}>
+      <DialogContent className="max-w-2xl">
+        <DialogHeader>
+          <DialogTitle>{page?.title || "知识库页面"}</DialogTitle>
+          <DialogDescription>{path}</DialogDescription>
+        </DialogHeader>
+        <ScrollArea className="max-h-[60vh]">
+          <div className="p-1">
+            {isLoading ? (
+              <div className="text-muted-foreground p-4 text-sm">加载中...</div>
+            ) : page ? (
+              <MarkdownRenderer content={page.content_md} />
+            ) : (
+              <div className="text-muted-foreground p-4 text-sm">页面不存在</div>
+            )}
+          </div>
+        </ScrollArea>
+        <DialogFooter>
+          <Button variant="outline" onClick={() => onOpenChange(false)}>
+            关闭
+          </Button>
+        </DialogFooter>
+      </DialogContent>
+    </Dialog>
+  );
+}
+
+function NoteDetail({ noteId }: { noteId: string }) {
+  const navigate = useNavigate();
+  const { data: note, isLoading } = useKnowledgeNote(noteId);
+  const { data: wikiLinks } = useNoteWikilinks(noteId);
+  const { update, remove } = useKnowledgeActions();
+  const [vaultPath, setVaultPath] = useState<string | null>(null);
+
+  const handleWikiLink = (link: WikiLinkTarget) => {
+    if (link.kind === "note" && link.note_id) {
+      navigate(`/page/workspace/knowledge/${link.note_id}`);
+    } else if (link.kind === "vault" && link.vault_path) {
+      setVaultPath(link.vault_path);
+    }
+  };
+  const [editing, setEditing] = useState(false);
+  const [draftTitle, setDraftTitle] = useState("");
+  const [draftTags, setDraftTags] = useState("");
+  const [draftContent, setDraftContent] = useState("");
+  const [draftStatus, setDraftStatus] = useState("approved");
+
+  useEffect(() => {
+    setEditing(false);
+    setVaultPath(null);
+  }, [noteId]);
+
+  useEffect(() => {
+    if (note) {
+      setDraftTitle(note.title);
+      setDraftTags(note.tags.join(", "));
+      setDraftContent(note.content_md);
+      setDraftStatus(note.status);
+    }
+  }, [note]);
+
+  if (isLoading || !note) {
+    return (
+      <div className="text-muted-foreground flex h-full items-center justify-center text-sm">
+        {isLoading ? "加载中..." : "知识不存在"}
+      </div>
+    );
+  }
+
+  const handleSave = async () => {
+    try {
+      await update.mutateAsync({
+        noteId: note.id,
+        data: {
+          title: draftTitle.trim() || note.title,
+          content_md: draftContent,
+          tags: draftTags
+            .split(/[,，\s]+/)
+            .map((t) => t.trim())
+            .filter(Boolean),
+          status: draftStatus,
+        },
+      });
+      toast.success("已保存");
+      setEditing(false);
+    } catch (error) {
+      toast.error(error instanceof Error ? error.message : "保存失败");
+    }
+  };
+
+  const handleArchive = async () => {
+    try {
+      await remove.mutateAsync({ noteId: note.id });
+      toast.success("已归档");
+      navigate("/page/workspace/knowledge");
+    } catch (error) {
+      toast.error(error instanceof Error ? error.message : "归档失败");
+    }
+  };
+
+  return (
+    <div className="flex h-full flex-col">
+      <div className="flex items-center justify-between gap-2 border-b p-3">
+        <div className="flex items-center gap-2">
+          <Badge variant="outline">
+            {SOURCE_TYPE_LABELS[note.source_type] ?? note.source_type}
+          </Badge>
+          <Badge variant="secondary">{STATUS_LABELS[note.status] ?? note.status}</Badge>
+        </div>
+        <div className="flex items-center gap-2">
+          {editing ? (
+            <>
+              <Button size="sm" variant="ghost" onClick={() => setEditing(false)}>
+                <X className="size-4" /> 取消
+              </Button>
+              <Button size="sm" onClick={() => void handleSave()} disabled={update.isPending}>
+                <Save className="size-4" /> 保存
+              </Button>
+            </>
+          ) : (
+            <>
+              <Button size="sm" variant="ghost" onClick={() => setEditing(true)}>
+                <Pencil className="size-4" /> 编辑
+              </Button>
+              <Button
+                size="sm"
+                variant="ghost"
+                className="text-destructive"
+                onClick={() => void handleArchive()}
+                disabled={remove.isPending}
+              >
+                <Trash2 className="size-4" /> 归档
+              </Button>
+            </>
+          )}
+        </div>
+      </div>
+
+      <ScrollArea className="min-h-0 flex-1">
+        <div className="p-4">
+          {editing ? (
+            <div className="flex flex-col gap-3">
+              <Input
+                value={draftTitle}
+                onChange={(e) => setDraftTitle(e.target.value)}
+                placeholder="标题"
+              />
+              <div className="flex items-center gap-2">
+                <Input
+                  value={draftTags}
+                  onChange={(e) => setDraftTags(e.target.value)}
+                  placeholder="标签，逗号分隔"
+                />
+                <Select value={draftStatus} onValueChange={setDraftStatus}>
+                  <SelectTrigger className="w-32">
+                    <SelectValue />
+                  </SelectTrigger>
+                  <SelectContent>
+                    <SelectItem value="draft">草稿</SelectItem>
+                    <SelectItem value="approved">已批准</SelectItem>
+                    <SelectItem value="archived">已归档</SelectItem>
+                  </SelectContent>
+                </Select>
+              </div>
+              <Textarea
+                rows={20}
+                value={draftContent}
+                onChange={(e) => setDraftContent(e.target.value)}
+                className="font-mono text-sm"
+              />
+            </div>
+          ) : (
+            <>
+              <h1 className="mb-3 text-xl font-semibold">{note.title}</h1>
+
+              {note.tags.length > 0 ? (
+                <div className="mb-2 flex flex-wrap items-center gap-1.5">
+                  {note.tags.map((tag) => (
+                    <span
+                      key={tag}
+                      className="border-primary/20 bg-primary/5 text-primary/90 hover:bg-primary/10 inline-flex items-center rounded-full border px-2.5 py-0.5 text-xs font-medium transition-colors"
+                    >
+                      #{tag}
+                    </span>
+                  ))}
+                </div>
+              ) : null}
+
+              {note.entities && note.entities.length > 0 ? (
+                <div className="mb-4 flex flex-wrap items-center gap-1.5">
+                  <span className="text-muted-foreground mr-0.5 inline-flex items-center gap-1 text-xs">
+                    <Sparkles className="size-3" /> 实体
+                  </span>
+                  {note.entities.map((ent) => {
+                    const meta = entityMeta(ent.entity_type);
+                    return (
+                      <span
+                        key={`${ent.name}-${ent.entity_type ?? ""}`}
+                        title={meta.label}
+                        className={cn(
+                          "inline-flex items-center gap-1.5 rounded-full border py-1 pl-2 pr-1 text-xs font-medium",
+                          meta.className,
+                        )}
+                      >
+                        <span className="size-1.5 shrink-0 rounded-full bg-current opacity-70" />
+                        <span>{ent.name}</span>
+                        <span className="rounded-full bg-current/15 px-1.5 py-0.5 text-[10px] leading-none opacity-90">
+                          {meta.label}
+                        </span>
+                      </span>
+                    );
+                  })}
+                </div>
+              ) : null}
+
+              <MarkdownRenderer
+                content={note.content_md}
+                wikiLinks={wikiLinks}
+                onWikiLinkClick={handleWikiLink}
+              />
+
+              {note.sources && note.sources.length > 0 ? (
+                <div className="mt-6 border-t pt-4">
+                  <h2 className="mb-2 text-sm font-semibold">来源</h2>
+                  <ul className="flex flex-col gap-2">
+                    {note.sources.map((src) => (
+                      <li key={src.id} className="text-sm">
+                        {src.url ? (
+                          <a
+                            href={src.url}
+                            target="_blank"
+                            rel="noreferrer"
+                            className="text-primary inline-flex items-center gap-1 hover:underline"
+                          >
+                            {src.title || src.url}
+                            <ExternalLink className="size-3" />
+                          </a>
+                        ) : src.thread_id ? (
+                          <button
+                            type="button"
+                            className="text-primary hover:underline"
+                            onClick={() =>
+                              navigate(`/page/workspace/chats/${src.thread_id}`)
+                            }
+                          >
+                            {src.title || `对话 ${src.thread_id.slice(0, 8)}`}
+                          </button>
+                        ) : (
+                          <span>{src.title || src.tool_name || "来源"}</span>
+                        )}
+                        {src.snippet ? (
+                          <p className="text-muted-foreground mt-0.5 line-clamp-2 text-xs">
+                            {src.snippet}
+                          </p>
+                        ) : null}
+                      </li>
+                    ))}
+                  </ul>
+                </div>
+              ) : null}
+
+              <div className="text-muted-foreground mt-6 border-t pt-3 text-xs">
+                创建人 {actorLabel(note.created_by_name, note.created_by)} · 更新人{" "}
+                {actorLabel(note.updated_by_name, note.updated_by)} · 更新于{" "}
+                {note.updated_at?.slice(0, 19).replace("T", " ")}
+              </div>
+            </>
+          )}
+        </div>
+      </ScrollArea>
+      <VaultPageDialog
+        path={vaultPath}
+        onOpenChange={(open) => {
+          if (!open) setVaultPath(null);
+        }}
+      />
+    </div>
+  );
+}
+
+export default function KnowledgeBasePage() {
+  const navigate = useNavigate();
+  const { noteId } = useParams<{ noteId: string }>();
+  const [keyword, setKeyword] = useState("");
+  const debouncedKeyword = useDebounced(keyword);
+  const [sourceType, setSourceType] = useState("all");
+  const [status, setStatus] = useState("all");
+  const [createOpen, setCreateOpen] = useState(false);
+  const [batchOpen, setBatchOpen] = useState(false);
+  const [dedupOpen, setDedupOpen] = useState(false);
+
+  const params = useMemo(
+    () => ({
+      keyword: debouncedKeyword || undefined,
+      source_type: sourceType === "all" ? undefined : sourceType,
+      status: status === "all" ? undefined : status,
+      limit: 50,
+    }),
+    [debouncedKeyword, sourceType, status],
+  );
+
+  const { data, isLoading } = useKnowledgeNotes(params);
+  const notes = data?.items ?? [];
+
+  return (
+    <div className="flex size-full min-h-0 flex-col">
+      <header className="flex flex-wrap items-center gap-2 border-b p-3">
+        <BookOpen className="size-5" />
+        <h1 className="mr-2 text-base font-semibold">知识库</h1>
+        <div className="relative">
+          <Search className="text-muted-foreground absolute left-2 top-1/2 size-4 -translate-y-1/2" />
+          <Input
+            value={keyword}
+            onChange={(e) => setKeyword(e.target.value)}
+            placeholder="搜索标题 / 摘要 / 正文 / 标签"
+            className="w-64 pl-8"
+          />
+        </div>
+        <Select value={sourceType} onValueChange={setSourceType}>
+          <SelectTrigger className="w-28">
+            <SelectValue placeholder="来源" />
+          </SelectTrigger>
+          <SelectContent>
+            <SelectItem value="all">全部来源</SelectItem>
+            {Object.entries(SOURCE_TYPE_LABELS).map(([v, label]) => (
+              <SelectItem key={v} value={v}>
+                {label}
+              </SelectItem>
+            ))}
+          </SelectContent>
+        </Select>
+        <Select value={status} onValueChange={setStatus}>
+          <SelectTrigger className="w-28">
+            <SelectValue placeholder="状态" />
+          </SelectTrigger>
+          <SelectContent>
+            <SelectItem value="all">全部状态</SelectItem>
+            <SelectItem value="draft">草稿</SelectItem>
+            <SelectItem value="approved">已批准</SelectItem>
+            <SelectItem value="archived">已归档</SelectItem>
+          </SelectContent>
+        </Select>
+        <div className="ml-auto flex items-center gap-2">
+          <Button variant="outline" size="sm" onClick={() => setBatchOpen(true)}>
+            <RefreshCw className="size-4" /> 批量导入
+          </Button>
+          <Button variant="outline" size="sm" onClick={() => setDedupOpen(true)}>
+            <Copy className="size-4" /> 查重
+          </Button>
+          <Button
+            variant="outline"
+            size="sm"
+            onClick={() => navigate("/page/workspace/knowledge/graph")}
+          >
+            <Network className="size-4" /> 图谱
+          </Button>
+          <Button size="sm" onClick={() => setCreateOpen(true)}>
+            <Plus className="size-4" /> 新建
+          </Button>
+        </div>
+      </header>
+
+      <div className="grid min-h-0 flex-1 grid-cols-1 lg:grid-cols-[360px_minmax(0,1fr)]">
+        <div className="flex min-h-0 flex-col border-r">
+          <ScrollArea className="min-h-0 flex-1">
+            <div className="flex flex-col gap-2 p-3">
+              {isLoading ? (
+                <div className="text-muted-foreground flex items-center gap-2 p-4 text-sm">
+                  <Loader2 className="size-4 animate-spin" /> 加载中...
+                </div>
+              ) : notes.length === 0 ? (
+                <div className="text-muted-foreground rounded-md border border-dashed p-6 text-center text-sm">
+                  暂无知识。点击「新建」或在对话页「保存到知识库」。
+                </div>
+              ) : (
+                notes.map((note) => (
+                  <NoteListItem
+                    key={note.id}
+                    note={note}
+                    active={note.id === noteId}
+                    onClick={() => navigate(`/page/workspace/knowledge/${note.id}`)}
+                  />
+                ))
+              )}
+            </div>
+          </ScrollArea>
+          {data ? (
+            <div className="text-muted-foreground border-t p-2 text-center text-xs">
+              共 {data.total} 条知识
+            </div>
+          ) : null}
+        </div>
+
+        <div className="min-h-0">
+          {noteId ? (
+            <NoteDetail noteId={noteId} />
+          ) : (
+            <div className="text-muted-foreground flex h-full items-center justify-center text-sm">
+              从左侧选择一条知识查看详情
+            </div>
+          )}
+        </div>
+      </div>
+
+      <CreateNoteDialog open={createOpen} onOpenChange={setCreateOpen} />
+      <BatchImportDialog open={batchOpen} onOpenChange={setBatchOpen} />
+      <DedupDialog open={dedupOpen} onOpenChange={setDedupOpen} />
+    </div>
+  );
+}

frontend-web/src/pages/KnowledgeGraphPage.tsx

@@ -0,0 +1,79 @@
+import { ArrowLeft, Loader2, RefreshCw } from "lucide-react";
+import { useCallback, useEffect, useState } from "react";
+import { useNavigate } from "react-router-dom";
+import { toast } from "sonner";
+
+import { Button } from "@/components/ui/button";
+import { knowledgeExportFileUrl } from "@/core/knowledge/api";
+import { useKnowledgeActions } from "@/core/knowledge/hooks";
+
+export default function KnowledgeGraphPage() {
+  const navigate = useNavigate();
+  const { exportGraph } = useKnowledgeActions();
+  const [src, setSrc] = useState<string | null>(null);
+  const [stats, setStats] = useState<{ nodes: number; edges: number } | null>(null);
+
+  const regenerate = useCallback(async () => {
+    try {
+      const result = await exportGraph.mutateAsync();
+      setStats(result.stats);
+      // Cache-bust the iframe so it reflects the freshly generated graph.
+      setSrc(`${knowledgeExportFileUrl("graph.html")}?t=${Date.now()}`);
+    } catch (error) {
+      toast.error(error instanceof Error ? error.message : "生成图谱失败");
+    }
+    // eslint-disable-next-line react-hooks/exhaustive-deps
+  }, []);
+
+  useEffect(() => {
+    void regenerate();
+  }, [regenerate]);
+
+  return (
+    <div className="flex size-full min-h-0 flex-col">
+      <header className="flex items-center gap-2 border-b p-3">
+        <Button
+          variant="ghost"
+          size="sm"
+          onClick={() => navigate("/page/workspace/knowledge")}
+        >
+          <ArrowLeft className="size-4" /> 返回
+        </Button>
+        <h1 className="text-base font-semibold">知识图谱</h1>
+        {stats ? (
+          <span className="text-muted-foreground text-xs">
+            {stats.nodes} 个节点 · {stats.edges} 条关系
+          </span>
+        ) : null}
+        <Button
+          variant="outline"
+          size="sm"
+          className="ml-auto"
+          onClick={() => void regenerate()}
+          disabled={exportGraph.isPending}
+        >
+          {exportGraph.isPending ? (
+            <Loader2 className="size-4 animate-spin" />
+          ) : (
+            <RefreshCw className="size-4" />
+          )}
+          重新生成
+        </Button>
+      </header>
+      <div className="min-h-0 flex-1">
+        {src ? (
+          <iframe
+            src={src}
+            title="知识图谱"
+            className="size-full border-0"
+            sandbox="allow-scripts allow-same-origin"
+          />
+        ) : (
+          <div className="text-muted-foreground flex h-full items-center justify-center text-sm">
+            <Loader2 className="mr-2 size-4 animate-spin" /> 生成图谱中...
+          </div>
+        )}
+      </div>
+    </div>
+  );
+}

frontend-web/src/pages/NewAgentPage.tsx

@@ -105,6 +105,7 @@ export default function NewAgentPage() {
     return enabledSkills.filter(
       (skill) =>
         skill.name.toLowerCase().includes(q) ||
+        (skill.name_zh ?? "").toLowerCase().includes(q) ||
         (skill.description ?? "").toLowerCase().includes(q),
     );
   }, [enabledSkills, skillSearch]);
@@ -590,7 +591,9 @@ export default function NewAgentPage() {
                                   !checked && "text-muted-foreground",
                                 )}
                               >
-                                <span className="truncate">{skill.name}</span>
+                                <span className="truncate">
+                                  {skill.name_zh?.trim() ? skill.name_zh : skill.name}
+                                </span>
                               </Button>
                               <Button
                                 type="button"

frontend-web/src/pages/PrivateSquareSettingsPage.tsx

@@ -35,7 +35,11 @@ const errorToastDarkOptions = {
   icon: <AlertCircle className="size-4 shrink-0 text-[#F5222D]" />,
 } as const;
 
-export default function PrivateSquareSettingsPage() {
+export default function PrivateSquareSettingsPage({
+  embedded = false,
+}: {
+  embedded?: boolean;
+} = {}) {
   const { data, isLoading, error } = usePrivateSquareStatus();
   const update = useUpdatePrivateSquareSettings();
   const { theme } = useTheme();
@@ -95,9 +99,15 @@ export default function PrivateSquareSettingsPage() {
   };
 
   return (
-    <div className="mx-auto flex w-full max-w-2xl flex-col gap-6 px-6 py-10">
+    <div
+      className={
+        embedded
+          ? "flex w-full flex-col gap-6"
+          : "mx-auto flex w-full max-w-2xl flex-col gap-6 px-6 py-10"
+      }
+    >
       <div>
-        <h1 className="text-xl font-semibold">私密广场配置</h1>
+        <h1 className={embedded ? "text-base font-semibold" : "text-xl font-semibold"}>私密广场配置</h1>
         <p className="text-muted-foreground mt-1 text-sm">
           管理员可在此开启「私密广场」，并配置访问密码。开启后，用户可将自己发布的智能体放入私密广场；
           其他用户只有输入下方设置的密码后，才能在「智能体 → 私密广场」页签下查看到这些智能体。

frontend-web/src/pages/PromptPrefixSettingsPage.tsx

@@ -35,7 +35,11 @@ const errorToastDarkOptions = {
   },
   icon: <AlertCircle className="size-4 shrink-0 text-[#F5222D]" />,
 } as const;
-export default function PromptPrefixSettingsPage() {
+export default function PromptPrefixSettingsPage({
+  embedded = false,
+}: {
+  embedded?: boolean;
+} = {}) {
   const { data, isLoading, error } = usePromptPrefixSettings();
   const update = useUpdatePromptPrefixSettings();
   const { theme } = useTheme();
@@ -83,9 +87,15 @@ export default function PromptPrefixSettingsPage() {
   };
 
   return (
-    <div className="mx-auto flex w-full max-w-2xl flex-col gap-6 px-6 py-10">
+    <div
+      className={
+        embedded
+          ? "flex w-full flex-col gap-6"
+          : "mx-auto flex w-full max-w-2xl flex-col gap-6 px-6 py-10"
+      }
+    >
       <div>
-        <h1 className="text-xl font-semibold">问答前缀配置</h1>
+        <h1 className={embedded ? "text-base font-semibold" : "text-xl font-semibold"}>问答前缀配置</h1>
         <p className="text-muted-foreground mt-1 text-sm">
           管理员可在此配置问答页输入框中的「前缀开关」。开启后，用户在新会话中第一次提问时，
           会将下方配置的前缀文本和原问题拼接后再发送给模型。

frontend-web/src/pages/PublicLeaderboardPage.tsx

@@ -0,0 +1,947 @@
+"use client";
+
+import {
+  Activity,
+  Award,
+  BarChart3,
+  Bot,
+  CalendarDays,
+  Crown,
+  Gauge,
+  Layers3,
+  Loader2,
+  Maximize2,
+  Medal,
+  MessageSquareText,
+  MousePointerClick,
+  Search,
+  Sparkles,
+  TrendingUp,
+  Users,
+  type LucideIcon,
+} from "lucide-react";
+import { useEffect, useId, useMemo, useState, type ReactNode } from "react";
+
+import { Badge } from "@/components/ui/badge";
+import { Button } from "@/components/ui/button";
+import {
+  Dialog,
+  DialogContent,
+  DialogDescription,
+  DialogHeader,
+  DialogTitle,
+  DialogTrigger,
+} from "@/components/ui/dialog";
+import { Input } from "@/components/ui/input";
+import { Pagination } from "@/components/ui/pagination";
+import { ScrollArea } from "@/components/ui/scroll-area";
+import { Tabs, TabsList, TabsTrigger } from "@/components/ui/tabs";
+import type {
+  AdminLeaderboardDimension,
+  AdminLeaderboardOverview,
+  AdminLeaderboardQuestion,
+  AdminLeaderboardResponse,
+  AdminLeaderboardSkill,
+  AdminLeaderboardTrendPoint,
+  AdminLeaderboardUser,
+} from "@/core/admin/api";
+import { getBackendBaseURL } from "@/core/config";
+import { cn } from "@/lib/utils";
+
+type UserRankTab = "activity" | "questions" | "tokens" | "skills" | "efficiency";
+type LeaderboardAccent = "crimson" | "rose" | "amber" | "teal";
+
+const RANK_COLORS = ["#C1121F", "#E11D48", "#F59E0B", "#991B1B", "#B45309"] as const;
+const LEADERBOARD_PAGE_SIZE = 20;
+const RANGE_DAYS = 30;
+
+const accentClasses: Record<LeaderboardAccent, { soft: string; text: string; bar: string; border: string }> = {
+  crimson: {
+    soft: "bg-[#FFF1F1] dark:bg-[#2563EB]/15",
+    text: "text-[#C1121F] dark:text-[#7FACF2]",
+    bar: "bg-[#C1121F] dark:bg-[#2563EB]",
+    border: "border-[#F1D6D6] dark:border-[#213D5E]",
+  },
+  rose: {
+    soft: "bg-[#FFF1F2] dark:bg-rose-400/15",
+    text: "text-[#E11D48] dark:text-rose-200",
+    bar: "bg-[#E11D48]",
+    border: "border-[#FECDD3] dark:border-rose-300/25",
+  },
+  amber: {
+    soft: "bg-[#FFFBEB] dark:bg-amber-300/15",
+    text: "text-[#B45309] dark:text-amber-100",
+    bar: "bg-[#F59E0B]",
+    border: "border-[#FDE68A] dark:border-amber-200/25",
+  },
+  teal: {
+    soft: "bg-[#ECFDF5] dark:bg-teal-300/15",
+    text: "text-[#0F766E] dark:text-teal-100",
+    bar: "bg-[#0F766E]",
+    border: "border-[#A7F3D0] dark:border-teal-200/25",
+  },
+};
+
+function fmtNumber(value?: number | null): string {
+  return Number(value ?? 0).toLocaleString();
+}
+
+function fmtTime(value?: string | null): string {
+  if (!value) return "-";
+  const date = new Date(value);
+  return Number.isNaN(date.getTime()) ? value : date.toLocaleString();
+}
+
+function fmtDate(value?: string | null): string {
+  if (!value) return "";
+  const date = new Date(value);
+  return Number.isNaN(date.getTime()) ? "" : date.toLocaleString("zh-CN", { hour12: false });
+}
+
+function clampText(value: string, max = 120): string {
+  const text = value.trim();
+  return text.length > max ? `${text.slice(0, max)}...` : text;
+}
+
+function userScore(user: AdminLeaderboardUser, tab: UserRankTab): number {
+  if (tab === "questions") return user.qa_count;
+  if (tab === "tokens") return user.total_tokens;
+  if (tab === "skills") return user.skill_call_count;
+  if (tab === "efficiency") {
+    return user.run_count > 0 ? Math.round((user.qa_count / user.run_count) * 100) : 0;
+  }
+  return user.run_count + user.tool_call_count;
+}
+
+function scoreLabel(user: AdminLeaderboardUser, tab: UserRankTab): string {
+  if (tab === "questions") return `${fmtNumber(user.qa_count)} 次问答`;
+  if (tab === "tokens") return `${fmtNumber(user.total_tokens)} tokens`;
+  if (tab === "skills") return `${fmtNumber(user.skill_call_count)} 次技能`;
+  if (tab === "efficiency") {
+    return `${(user.run_count > 0 ? user.qa_count / user.run_count : 0).toFixed(1)} 问答/运行`;
+  }
+  return `${fmtNumber(userScore(user, tab))} 次使用`;
+}
+
+function rankTabDescription(tab: UserRankTab): string {
+  if (tab === "questions") return "问答排行按用户提出有效问题的运行次数排序。";
+  if (tab === "tokens") return "消耗排行按模型输入与输出 Token 总量排序。";
+  if (tab === "skills") return "技能排行按带有技能名称的工具调用次数排序。";
+  if (tab === "efficiency") return "效率排行 = 问答次数 / 运行次数，用来衡量每次运行承载的问答密度。";
+  return "使用排行按运行次数与工具调用次数合计排序。";
+}
+
+function initials(user: AdminLeaderboardUser): string {
+  const source = user.email || user.user_id || "?";
+  return source.slice(0, 1).toUpperCase();
+}
+
+async function fetchPublicLeaderboard(days: number): Promise<AdminLeaderboardResponse> {
+  const res = await fetch(
+    `${getBackendBaseURL()}/api/public/leaderboard?days=${days}&limit=100`,
+    { headers: { Accept: "application/json" } },
+  );
+  if (!res.ok) {
+    const err = (await res.json().catch(() => ({}))) as { detail?: string };
+    throw new Error(err.detail ?? `加载排行榜失败 (HTTP ${res.status})`);
+  }
+  return (await res.json()) as AdminLeaderboardResponse;
+}
+
+export default function PublicLeaderboardPage() {
+  const [data, setData] = useState<AdminLeaderboardResponse | null>(null);
+  const [error, setError] = useState<string | null>(null);
+  const [loading, setLoading] = useState(true);
+  const [tab, setTab] = useState<UserRankTab>("activity");
+  const [query, setQuery] = useState("");
+  const [userPage, setUserPage] = useState(1);
+  const days = RANGE_DAYS;
+
+  useEffect(() => {
+    let cancelled = false;
+    setLoading(true);
+    fetchPublicLeaderboard(days)
+      .then((res) => {
+        if (!cancelled) {
+          setData(res);
+          setError(null);
+        }
+      })
+      .catch((e) => {
+        if (!cancelled) setError(e instanceof Error ? e.message : String(e));
+      })
+      .finally(() => {
+        if (!cancelled) setLoading(false);
+      });
+    return () => {
+      cancelled = true;
+    };
+  }, [days]);
+
+  const pending = data?.status === "running" || data?.status === "refreshing";
+
+  // The snapshot may still be computing on first load — poll briefly until ready.
+  useEffect(() => {
+    if (!pending) return;
+    const timer = setInterval(() => {
+      fetchPublicLeaderboard(days)
+        .then((res) => setData(res))
+        .catch(() => undefined);
+    }, 3000);
+    return () => clearInterval(timer);
+  }, [pending, days]);
+
+  const rankedUsers = useMemo(() => {
+    const base = data?.users_by_activity ?? [];
+    const source =
+      tab === "questions"
+        ? data?.users_by_questions
+        : tab === "tokens"
+          ? data?.users_by_tokens
+          : tab === "skills"
+            ? [...base].sort((a, b) => b.skill_call_count - a.skill_call_count)
+            : tab === "efficiency"
+              ? [...base].sort((a, b) => userScore(b, "efficiency") - userScore(a, "efficiency"))
+              : data?.users_by_activity;
+    const needle = query.trim().toLowerCase();
+    return (source ?? []).filter((user) =>
+      needle ? `${user.email} ${user.user_id}`.toLowerCase().includes(needle) : true,
+    );
+  }, [data, query, tab]);
+
+  const overview = data?.overview;
+  const hasRows = rankedUsers.length > 0 || (overview?.total_runs ?? 0) > 0 || (overview?.total_users ?? 0) > 0;
+  const topUsers = rankedUsers.slice(0, 3);
+  const userPageCount = Math.max(1, Math.ceil(rankedUsers.length / LEADERBOARD_PAGE_SIZE));
+  const visibleUsers = useMemo(() => {
+    const start = (userPage - 1) * LEADERBOARD_PAGE_SIZE;
+    return rankedUsers.slice(start, start + LEADERBOARD_PAGE_SIZE);
+  }, [rankedUsers, userPage]);
+
+  useEffect(() => {
+    setUserPage(1);
+  }, [query, tab]);
+
+  useEffect(() => {
+    setUserPage((page) => Math.min(page, userPageCount));
+  }, [userPageCount]);
+
+  return (
+    <div className="min-h-screen w-full bg-[#FFF7F7] text-[#231815] dark:bg-[#011226] dark:text-white">
+      <div className="mx-auto w-full max-w-6xl px-4 py-8 sm:px-6 sm:py-10">
+        {/* 标题区：仅展示，不含任何操作按钮 */}
+        <header className="mb-6">
+          <div className="mb-2 flex items-center gap-2 text-sm text-[#9F343A] dark:text-[#7FACF2]">
+            <Award className="size-4" />
+            公开榜单
+          </div>
+          <h1 className="text-2xl font-semibold tracking-normal sm:text-3xl">用户排行榜</h1>
+          <p className="mt-1 text-sm text-[#7A5A5A] dark:text-[#7FACF2]">
+            展示近 {data?.range_days ?? days} 天用户活跃、问答、Token 消耗、技能与工具热度、模型与 Agent 使用及近期问题。
+            {data?.since && data?.until && (
+              <span className="ml-1">
+                （{fmtDate(data.since).slice(0, 10)} ~ {fmtDate(data.until).slice(0, 10)}）
+              </span>
+            )}
+          </p>
+        </header>
+
+        {loading && !data && (
+          <div className="flex flex-col items-center justify-center gap-3 py-24 text-center text-sm text-[#5F6368] dark:text-slate-400">
+            <Loader2 className="size-5 animate-spin" />
+            正在加载排行榜数据
+          </div>
+        )}
+
+        {error && (
+          <div className="rounded-lg border border-[#FAD2CF] bg-[#FCE8E6] p-5 text-sm text-[#DB4437] dark:border-[#DB4437]/30 dark:bg-[#DB4437]/10 dark:text-[#F28B82]">
+            加载失败：{error}
+          </div>
+        )}
+
+        {data && overview && (
+          <div className="space-y-6">
+            {/* 仅在首次统计、尚无数据时提示；已有数据时后台静默刷新，不再常驻横幅 */}
+            {pending && !hasRows && (
+              <div className="rounded-lg border border-[#F1D6D6] bg-white px-4 py-3 text-sm text-[#7A5A5A] dark:border-[#213D5E] dark:bg-[#02244C] dark:text-[#7FACF2]">
+                <Loader2 className="mr-1 inline size-4 animate-spin" />
+                排行榜正在后台统计，数据会自动刷新。
+              </div>
+            )}
+
+            {/* 概览指标 */}
+            <section className="grid gap-3 md:grid-cols-2 xl:grid-cols-4">
+              <StatCard icon={Users} accent="crimson" label="总用户" value={fmtNumber(overview.total_users)} note={`${fmtNumber(overview.active_users)} 位在当前时间段活跃`} />
+              <StatCard icon={MousePointerClick} accent="teal" label="使用次数" value={fmtNumber(overview.total_runs)} note={`${fmtNumber(overview.total_threads)} 个会话被创建`} />
+              <StatCard icon={MessageSquareText} accent="amber" label="问答次数" value={fmtNumber(overview.total_questions)} note={`失败运行 ${fmtNumber(overview.error_runs)} 次`} />
+              <StatCard icon={Sparkles} accent="rose" label="技能调用" value={fmtNumber(overview.total_skill_calls)} note={`工具总调用 ${fmtNumber(overview.total_tool_calls)} 次`} />
+            </section>
+
+            {/* 衍生洞察 */}
+            <InsightStrip overview={overview} />
+
+            {/* 榜单前三 */}
+            <section className="rounded-lg border border-[#F1D6D6] bg-white p-4 shadow-sm dark:border-[#213D5E] dark:bg-[#02244C]">
+              <div className="mb-4 flex flex-wrap items-center justify-between gap-3">
+                <div>
+                  <h2 className="font-semibold text-[#202124] dark:text-white">榜单前三</h2>
+                  <p className="mt-1 text-sm text-[#5F6368] dark:text-slate-400">{rankTabDescription(tab)}</p>
+                </div>
+                <Tabs value={tab} onValueChange={(value) => setTab(value as UserRankTab)}>
+                  <TabsList>
+                    <TabsTrigger value="activity">使用排行</TabsTrigger>
+                    <TabsTrigger value="questions">问答排行</TabsTrigger>
+                    <TabsTrigger value="tokens">消耗排行</TabsTrigger>
+                    <TabsTrigger value="skills">技能排行</TabsTrigger>
+                    <TabsTrigger value="efficiency">效率排行</TabsTrigger>
+                  </TabsList>
+                </Tabs>
+              </div>
+              <div className="grid gap-3 lg:grid-cols-3">
+                <PodiumCard user={topUsers[0]} rank={1} tab={tab} />
+                <PodiumCard user={topUsers[1]} rank={2} tab={tab} />
+                <PodiumCard user={topUsers[2]} rank={3} tab={tab} />
+              </div>
+            </section>
+
+            {/* 完整排行榜 */}
+            <section className="space-y-4">
+              <div className="flex flex-wrap items-center justify-between gap-3">
+                <div className="flex items-center gap-2">
+                  <BarChart3 className="size-4 text-[#5F6368] dark:text-slate-300" />
+                  <div>
+                    <h2 className="font-semibold text-[#202124] dark:text-white">完整排行榜</h2>
+                    <p className="mt-1 text-xs text-[#6B7280] dark:text-slate-400">{rankTabDescription(tab)}</p>
+                  </div>
+                </div>
+                <div className="relative">
+                  <Search className="absolute left-2.5 top-1/2 size-4 -translate-y-1/2 text-[#80868B]" />
+                  <Input
+                    value={query}
+                    onChange={(event) => setQuery(event.target.value)}
+                    placeholder="搜索用户"
+                    className="h-9 w-56 bg-white pl-8 dark:bg-[#011226]"
+                  />
+                </div>
+              </div>
+              <UserTable users={visibleUsers} tab={tab} rankOffset={(userPage - 1) * LEADERBOARD_PAGE_SIZE} />
+              <div className="flex flex-wrap items-center justify-between gap-3 text-xs text-[#6B7280] dark:text-slate-400">
+                <span>
+                  共 {fmtNumber(rankedUsers.length)} 位用户，当前第 {userPage} / {userPageCount} 页
+                </span>
+                <Pagination
+                  page={userPage}
+                  pageSize={LEADERBOARD_PAGE_SIZE}
+                  total={rankedUsers.length}
+                  onPageChange={setUserPage}
+                />
+              </div>
+            </section>
+
+            {/* 时间趋势 */}
+            <section className="rounded-lg border border-[#F1D6D6] bg-white p-4 shadow-sm dark:border-[#213D5E] dark:bg-[#02244C]">
+              <div className="mb-4 flex flex-wrap items-center justify-between gap-3">
+                <div className="flex items-center gap-2">
+                  <TrendingUp className="size-4 text-[#5F6368] dark:text-slate-300" />
+                  <h2 className="font-semibold text-[#202124] dark:text-white">时间趋势</h2>
+                </div>
+                {data.since && data.until && (
+                  <div className="flex items-center gap-2 text-xs text-[#5F6368] dark:text-slate-400">
+                    <CalendarDays className="size-3.5" />
+                    {fmtDate(data.since).slice(0, 10)} 至 {fmtDate(data.until).slice(0, 10)}
+                  </div>
+                )}
+              </div>
+              <TrendBars points={data.trends} />
+            </section>
+
+            {/* 技能与工具热度 */}
+            <div className="grid gap-5 xl:grid-cols-2">
+              <SkillRanking title="最常用技能" icon={Sparkles} items={data.skills} empty="当前时间段暂无技能调用" />
+              <SkillRanking title="最常用工具" icon={Activity} items={data.tools} empty="当前时间段暂无工具调用" />
+            </div>
+
+            {/* 模型 / Agent / 运行状态 */}
+            <div className="grid gap-5 xl:grid-cols-3">
+              <DimensionRanking title="模型使用排行" icon={Layers3} items={data.models} empty="当前时间段暂无模型调用" />
+              <DimensionRanking title="Agent 使用排行" icon={Bot} items={data.agents} empty="当前时间段暂无 Agent 运行" />
+              <DimensionRanking title="运行状态分布" icon={Gauge} items={data.run_statuses} empty="当前时间段暂无运行状态" />
+            </div>
+
+            {/* 问题 */}
+            <div className="grid gap-5 xl:grid-cols-2">
+              <QuestionPanel title="最近经常问的问题" items={data.frequent_questions} />
+              <QuestionPanel title="最新问题" items={data.recent_questions} />
+            </div>
+          </div>
+        )}
+
+        <footer className="mt-10 border-t border-[#F1D6D6] pt-4 text-center text-xs text-[#8B6B6B] dark:border-[#213D5E] dark:text-[#7FACF2]">
+          {data?.generated_at ? `数据生成于 ${fmtDate(data.generated_at)}` : "仅供查看"}
+        </footer>
+      </div>
+    </div>
+  );
+}
+
+function StatCard({
+  icon: Icon,
+  label,
+  value,
+  note,
+  accent,
+}: {
+  icon: LucideIcon;
+  label: string;
+  value: string;
+  note: string;
+  accent: LeaderboardAccent;
+}) {
+  const color = accentClasses[accent];
+  return (
+    <div className={cn("rounded-lg border bg-white p-4 shadow-sm dark:bg-[#02244C]", color.border)}>
+      <div className="flex items-center justify-between gap-3">
+        <span className="text-sm text-[#5F6368] dark:text-slate-300">{label}</span>
+        <span className={cn("flex size-8 items-center justify-center rounded-md", color.soft, color.text)}>
+          <Icon className="size-4" />
+        </span>
+      </div>
+      <div className="mt-3 text-2xl font-semibold tracking-normal text-[#202124] tabular-nums dark:text-white">
+        {value}
+      </div>
+      <div className="mt-1 text-xs text-[#5F6368] dark:text-slate-400">{note}</div>
+    </div>
+  );
+}
+
+function InsightStrip({ overview }: { overview: AdminLeaderboardOverview }) {
+  const activeUsers = Math.max(1, overview.active_users);
+  const totalRuns = Math.max(1, overview.total_runs);
+  const items = [
+    {
+      label: "人均使用",
+      value: overview.total_runs / activeUsers,
+      unit: "次/活跃用户",
+      description: "当前时间段内，平均每位活跃用户发起了多少次运行。",
+    },
+    {
+      label: "问答密度",
+      value: overview.total_questions / totalRuns,
+      unit: "问答/运行",
+      description: "问答次数 ÷ 运行次数，用来判断每次使用承载了多少有效提问。",
+    },
+    {
+      label: "平均 Token",
+      value: overview.total_tokens / totalRuns,
+      unit: "Token/运行",
+      description: "总 Token ÷ 运行次数，反映单次使用的模型消耗强度。",
+    },
+    {
+      label: "技能覆盖",
+      value: overview.total_tool_calls ? (overview.total_skill_calls / overview.total_tool_calls) * 100 : 0,
+      unit: "%",
+      description: "技能调用 ÷ 工具总调用，越高说明用户越多依赖已配置技能能力。",
+    },
+    {
+      label: "失败率",
+      value: (overview.error_runs / totalRuns) * 100,
+      unit: "%",
+      description: "失败运行 ÷ 总运行，用来快速发现稳定性或配置问题。",
+    },
+  ];
+  return (
+    <section className="grid gap-3 md:grid-cols-5">
+      {items.map((item) => (
+        <div key={item.label} className="rounded-lg border border-[#F1D6D6] bg-white p-3 shadow-sm dark:border-[#213D5E] dark:bg-[#02244C]" title={item.description}>
+          <div className="text-xs font-medium text-[#7A5A5A] dark:text-[#7FACF2]">{item.label}</div>
+          <div className="mt-1 text-xl font-semibold tabular-nums text-[#231815] dark:text-white">
+            {Number(item.value).toFixed(item.unit === "%" || String(item.value).includes(".") ? 1 : 0)}
+            <span className="ml-1 text-xs font-normal text-[#8B6B6B] dark:text-[#7FACF2]">{item.unit}</span>
+          </div>
+          <p className="mt-2 line-clamp-2 text-[11px] leading-4 text-[#8B6B6B] dark:text-[#7FACF2]">{item.description}</p>
+        </div>
+      ))}
+    </section>
+  );
+}
+
+function PodiumCard({
+  user,
+  rank,
+  tab,
+}: {
+  user?: AdminLeaderboardUser;
+  rank: 1 | 2 | 3;
+  tab: UserRankTab;
+}) {
+  const styles = {
+    1: "border-[#FEEFC3] bg-[#FEF7E0] text-[#B06000] dark:border-[#F4B400]/40 dark:bg-[#F4B400]/10 dark:text-[#FDD663]",
+    2: "border-[#E5E7EB] bg-[#F8FAFC] text-[#4B5563] dark:border-[#6B7280]/40 dark:bg-white/5 dark:text-[#E5E7EB]",
+    3: "border-[#FAD2CF] bg-[#FCE8E6] text-[#DB4437] dark:border-[#DB4437]/40 dark:bg-[#DB4437]/10 dark:text-[#F28B82]",
+  }[rank];
+
+  if (!user) {
+    return (
+      <div className="flex min-h-40 flex-col justify-between rounded-lg border border-dashed border-[#DADCE0] bg-white/70 p-4 dark:border-[#213D5E] dark:bg-[#02244C]/70">
+        <div className="text-sm text-[#5F6368] dark:text-slate-400">第 {rank} 名</div>
+        <div className="text-sm text-[#80868B]">暂无数据</div>
+      </div>
+    );
+  }
+
+  return (
+    <div className="flex min-h-40 flex-col justify-between rounded-lg border border-[#DADCE0] bg-white p-4 shadow-sm dark:border-[#213D5E] dark:bg-[#02244C]">
+      <div className="flex items-start justify-between gap-3">
+        <span className={cn("inline-flex items-center gap-1 rounded-full border px-2 py-1 text-xs font-medium", styles)}>
+          {rank === 1 ? <Crown className="size-3.5" /> : <Medal className="size-3.5" />}
+          第 {rank} 名
+        </span>
+        {user.system_role === "admin" && <Badge variant="outline">管理员</Badge>}
+      </div>
+      <div>
+        <div className="mb-3 flex size-11 items-center justify-center rounded-lg bg-[#C1121F] dark:bg-[#2563EB] text-base font-semibold text-white shadow-sm">
+          {initials(user)}
+        </div>
+        <div className="truncate font-semibold text-[#202124] dark:text-white">{user.email || user.user_id}</div>
+        <div className="mt-1 text-sm font-medium text-[#C1121F] dark:text-[#7FACF2]">{scoreLabel(user, tab)}</div>
+        <div className="mt-2 flex flex-wrap gap-x-3 gap-y-1 text-xs text-[#5F6368] dark:text-slate-400">
+          <span>运行 {fmtNumber(user.run_count)}</span>
+          <span>问答 {fmtNumber(user.qa_count)}</span>
+          <span>技能 {fmtNumber(user.skill_call_count)}</span>
+        </div>
+      </div>
+    </div>
+  );
+}
+
+function UserTable({
+  users,
+  tab,
+  rankOffset = 0,
+}: {
+  users: AdminLeaderboardUser[];
+  tab: UserRankTab;
+  rankOffset?: number;
+}) {
+  const max = Math.max(1, ...users.map((user) => userScore(user, tab)));
+  if (users.length === 0) {
+    return <div className="py-14 text-center text-sm text-[#5F6368] dark:text-slate-400">暂无用户统计</div>;
+  }
+
+  return (
+    <div className="overflow-hidden rounded-lg border border-[#F1D6D6] bg-white dark:border-[#213D5E] dark:bg-[#02244C]">
+      {users.map((user, index) => {
+        const score = userScore(user, tab);
+        return (
+          <div
+            key={user.user_id}
+            className="grid w-full grid-cols-[44px_minmax(0,1fr)_minmax(160px,240px)_120px] items-center gap-4 border-b border-[#F1D6D6] px-4 py-3 text-left last:border-b-0 dark:border-[#213D5E]"
+          >
+            <div className="flex size-8 items-center justify-center rounded-md bg-[#FFF1F1] text-sm font-semibold text-[#C1121F] dark:text-[#7FACF2] dark:bg-[#0D2D54] dark:text-[#7FACF2]">
+              {rankOffset + index + 1}
+            </div>
+            <div className="min-w-0">
+              <div className="flex items-center gap-2">
+                <span className="truncate font-medium text-[#202124] dark:text-white">{user.email || user.user_id}</span>
+                {user.system_role === "admin" && <Badge variant="outline">管理员</Badge>}
+              </div>
+              <div className="mt-1 text-xs text-[#5F6368] dark:text-slate-400">
+                最近活跃 {fmtTime(user.last_active_at)}
+              </div>
+            </div>
+            <div>
+              <div className="h-2 rounded-full bg-[#F1D6D6] dark:bg-[#0D2D54]">
+                <div
+                  className="h-2 rounded-full bg-[#C1121F] dark:bg-[#2563EB]"
+                  style={{ width: `${Math.max(4, (score / max) * 100)}%` }}
+                />
+              </div>
+              <div className="mt-1 text-xs text-[#5F6368] dark:text-slate-400">
+                会话 {fmtNumber(user.thread_count)} · LLM {fmtNumber(user.llm_call_count)}
+              </div>
+            </div>
+            <div className="text-right">
+              <div className="font-semibold text-[#202124] tabular-nums dark:text-white">{scoreLabel(user, tab)}</div>
+              <div className="mt-1 text-xs text-[#5F6368] dark:text-slate-400">
+                {fmtNumber(user.total_tokens)} tokens
+              </div>
+            </div>
+          </div>
+        );
+      })}
+    </div>
+  );
+}
+
+function SkillRanking({
+  title,
+  icon: Icon,
+  items,
+  empty,
+}: {
+  title: string;
+  icon: LucideIcon;
+  items: AdminLeaderboardSkill[];
+  empty: string;
+}) {
+  const max = Math.max(1, ...items.map((item) => item.call_count));
+  return (
+    <section className="rounded-lg border border-[#F1D6D6] bg-white p-4 shadow-sm dark:border-[#213D5E] dark:bg-[#02244C]">
+      <div className="mb-4 flex items-center justify-between gap-3">
+        <div className="flex items-center gap-2">
+          <Icon className="size-4 text-[#5F6368] dark:text-slate-300" />
+          <h2 className="font-semibold text-[#202124] dark:text-white">{title}</h2>
+        </div>
+        <Badge variant="outline">{items.length} 项</Badge>
+      </div>
+      <div className="space-y-3">
+        {items.length === 0 && <div className="py-10 text-center text-sm text-[#5F6368] dark:text-slate-400">{empty}</div>}
+        {items.slice(0, 10).map((item, index) => (
+          <div key={item.name} className="grid grid-cols-[28px_minmax(0,1fr)_72px] items-center gap-3">
+            <span className="text-sm font-medium text-[#80868B] tabular-nums">{index + 1}</span>
+            <div className="min-w-0">
+              <div className="flex items-center justify-between gap-2">
+                <span className="truncate text-sm font-medium text-[#202124] dark:text-slate-100">{item.name}</span>
+                <span className="text-xs text-[#5F6368] dark:text-slate-400">
+                  {fmtNumber(item.user_count)} 人
+                </span>
+              </div>
+              <div className="mt-2 h-2 rounded-full bg-[#F1D6D6] dark:bg-[#0D2D54]">
+                <div
+                  className="h-2 rounded-full"
+                  style={{
+                    width: `${Math.max(4, (item.call_count / max) * 100)}%`,
+                    backgroundColor: RANK_COLORS[index % RANK_COLORS.length],
+                  }}
+                />
+              </div>
+            </div>
+            <div className="text-right">
+              <div className="text-sm font-semibold tabular-nums text-[#202124] dark:text-white">
+                {fmtNumber(item.call_count)}
+              </div>
+              <div className="text-xs text-[#5F6368] dark:text-slate-400">
+                失败 {fmtNumber(item.error_count)}
+              </div>
+            </div>
+          </div>
+        ))}
+      </div>
+    </section>
+  );
+}
+
+function DimensionRanking({
+  title,
+  icon: Icon,
+  items,
+  empty,
+}: {
+  title: string;
+  icon: LucideIcon;
+  items: AdminLeaderboardDimension[];
+  empty: string;
+}) {
+  const max = Math.max(1, ...items.map((item) => item.count));
+  return (
+    <section className="rounded-lg border border-[#F1D6D6] bg-white p-4 shadow-sm dark:border-[#213D5E] dark:bg-[#02244C]">
+      <div className="mb-4 flex items-center justify-between gap-3">
+        <div className="flex items-center gap-2">
+          <Icon className="size-4 text-[#5F6368] dark:text-slate-300" />
+          <h2 className="font-semibold text-[#202124] dark:text-white">{title}</h2>
+        </div>
+        <Badge variant="outline">{items.length} 项</Badge>
+      </div>
+      <div className="space-y-3">
+        {items.length === 0 && <div className="py-10 text-center text-sm text-[#5F6368] dark:text-slate-400">{empty}</div>}
+        {items.slice(0, 8).map((item, index) => (
+          <div key={item.name} className="grid grid-cols-[28px_minmax(0,1fr)_88px] items-center gap-3">
+            <span className="text-sm font-medium text-[#80868B] tabular-nums">{index + 1}</span>
+            <div className="min-w-0">
+              <div className="flex items-center justify-between gap-2">
+                <span className="truncate text-sm font-medium text-[#202124] dark:text-slate-100">{item.name}</span>
+                <span className="text-xs text-[#5F6368] dark:text-slate-400">
+                  {fmtNumber(item.user_count)} 人
+                </span>
+              </div>
+              <div className="mt-2 h-2 rounded-full bg-[#F1D6D6] dark:bg-[#0D2D54]">
+                <div
+                  className="h-2 rounded-full"
+                  style={{
+                    width: `${Math.max(4, (item.count / max) * 100)}%`,
+                    backgroundColor: RANK_COLORS[index % RANK_COLORS.length],
+                  }}
+                />
+              </div>
+              <div className="mt-1 text-xs text-[#5F6368] dark:text-slate-400">
+                成功 {fmtNumber(item.success_count)} · 失败 {fmtNumber(item.error_count)} · {fmtNumber(item.total_tokens)} tokens
+              </div>
+            </div>
+            <div className="text-right">
+              <div className="text-sm font-semibold text-[#202124] tabular-nums dark:text-white">{fmtNumber(item.count)}</div>
+              <div className="text-xs text-[#5F6368] dark:text-slate-400">次</div>
+            </div>
+          </div>
+        ))}
+      </div>
+    </section>
+  );
+}
+
+function QuestionPanel({
+  title,
+  items,
+}: {
+  title: string;
+  items: AdminLeaderboardQuestion[];
+}) {
+  return (
+    <section className="flex h-[430px] flex-col overflow-hidden rounded-lg border border-[#F1D6D6] bg-white shadow-sm dark:border-[#213D5E] dark:bg-[#02244C]">
+      <div className="flex items-center justify-between gap-3 border-b border-[#F1D6D6] px-4 py-3 dark:border-[#213D5E]">
+        <div className="flex items-center gap-2">
+          <MessageSquareText className="size-4 text-[#5F6368] dark:text-slate-300" />
+          <h2 className="font-semibold text-[#202124] dark:text-white">{title}</h2>
+        </div>
+        <Badge variant="outline">{items.length}</Badge>
+      </div>
+      <ScrollArea className="min-h-0 flex-1">
+        <div className="divide-y divide-[#F1D6D6] dark:divide-[#213D5E]">
+          {items.length === 0 && <div className="py-12 text-center text-sm text-[#5F6368] dark:text-slate-400">暂无问题记录</div>}
+          {items.map((item, index) => (
+            <div key={`${item.run_id || item.text}-${index}`} className="px-4 py-3">
+              <div className="text-sm leading-6 text-[#202124] dark:text-slate-100">{clampText(item.text, 180)}</div>
+              <div className="mt-2 flex flex-wrap gap-x-3 gap-y-1 text-xs text-[#5F6368] dark:text-slate-400">
+                <span>{item.email || item.user_id || "未知用户"}</span>
+                <span>{fmtTime(item.asked_at)}</span>
+              </div>
+            </div>
+          ))}
+        </div>
+      </ScrollArea>
+    </section>
+  );
+}
+
+function TrendBars({ points }: { points: AdminLeaderboardTrendPoint[] }) {
+  type TrendMetric = keyof Pick<AdminLeaderboardTrendPoint, "runs" | "questions" | "users" | "tokens">;
+  const [metric, setMetric] = useState<"all" | TrendMetric>("all");
+  const chartId = useId().replace(/:/g, "");
+  if (points.length === 0) {
+    return <div className="flex h-56 items-center justify-center text-sm text-[#5F6368] dark:text-slate-400">暂无趋势数据</div>;
+  }
+
+  const visible = points.slice(-32);
+  const series = [
+    { key: "runs", label: "运行", color: "#C1121F", soft: "bg-[#FFF1F1] text-[#C1121F] dark:text-[#7FACF2] dark:bg-[#2563EB]/15 dark:text-[#7FACF2]", description: "每天发起的运行次数" },
+    { key: "questions", label: "问答", color: "#0F766E", soft: "bg-[#ECFDF5] text-[#0F766E] dark:bg-teal-300/15 dark:text-teal-100", description: "每天产生的有效提问次数" },
+    { key: "users", label: "活跃", color: "#B45309", soft: "bg-[#FFFBEB] text-[#B45309] dark:bg-amber-300/15 dark:text-amber-100", description: "每天有行为的用户数量" },
+    { key: "tokens", label: "Token", color: "#7C3AED", soft: "bg-[#F5F3FF] text-[#7C3AED] dark:bg-violet-300/15 dark:text-violet-100", description: "每天模型输入输出 Token 总量" },
+  ] as const;
+  const activeMetric: TrendMetric = metric === "all" ? "runs" : metric;
+  const activeSeries = series.find((item) => item.key === activeMetric) ?? series[0];
+  const metricMax = Math.max(1, ...visible.map((point) => Number(point[activeMetric] ?? 0)));
+  const latest = visible[visible.length - 1];
+  const previous = visible[visible.length - 2];
+  const latestValue = Number(latest?.[activeMetric] ?? 0);
+  const previousValue = Number(previous?.[activeMetric] ?? 0);
+  const delta = latestValue - previousValue;
+  const width = 920;
+  const height = 280;
+  const padding = { top: 22, right: 28, bottom: 36, left: 48 };
+  const chartWidth = width - padding.left - padding.right;
+  const chartHeight = height - padding.top - padding.bottom;
+  const xFor = (index: number) =>
+    padding.left + (visible.length <= 1 ? chartWidth / 2 : (index / (visible.length - 1)) * chartWidth);
+  const yFor = (value: number, max: number) => padding.top + chartHeight - (value / max) * chartHeight;
+  const gridLines = [0, 0.25, 0.5, 0.75, 1];
+  const selectedPath = visible
+    .map((point, index) => {
+      const value = Number(point[activeMetric] ?? 0);
+      return `${index === 0 ? "M" : "L"} ${xFor(index).toFixed(2)} ${yFor(value, metricMax).toFixed(2)}`;
+    })
+    .join(" ");
+  const selectedArea = `${selectedPath} L ${xFor(visible.length - 1).toFixed(2)} ${padding.top + chartHeight} L ${xFor(0).toFixed(2)} ${padding.top + chartHeight} Z`;
+  const peak = visible.reduce(
+    (best, point) => (Number(point[activeMetric] ?? 0) > Number(best[activeMetric] ?? 0) ? point : best),
+    visible[0],
+  );
+  const displayedSeries = metric === "all" ? series : [activeSeries];
+  const totalFor = (key: TrendMetric) => visible.reduce((sum, point) => sum + Number(point[key] ?? 0), 0);
+  const metricCards = ({ large = false }: { large?: boolean } = {}) => (
+    <div className="grid gap-2 sm:grid-cols-2 xl:grid-cols-5">
+      <button
+        type="button"
+        onClick={() => setMetric("all")}
+        className={cn(
+          "min-w-0 rounded-lg border px-3 py-2 text-left transition hover:-translate-y-0.5 hover:shadow-sm",
+          large && "px-4 py-3",
+          metric === "all"
+            ? "border-[#C1121F] dark:border-[#2563EB] bg-[#FFF1F1] shadow-sm dark:border-[#7FACF2]/40 dark:bg-[#0D2D54]"
+            : "border-[#F1D6D6] bg-white dark:border-[#213D5E] dark:bg-[#02244C]",
+        )}
+      >
+        <span className="inline-flex rounded-full bg-[#FFF1F1] px-2 py-0.5 text-xs font-medium text-[#C1121F] dark:text-[#7FACF2] dark:bg-[#2563EB]/15 dark:text-[#7FACF2]">全部趋势</span>
+        <span className={cn("mt-2 block font-semibold tabular-nums text-[#231815] dark:text-white", large ? "text-2xl" : "text-lg")}>
+          {fmtNumber(visible.reduce((sum, point) => sum + point.runs + point.questions + point.users, 0))}
+        </span>
+        {large && <span className="mt-1 block truncate text-xs text-[#8B6B6B] dark:text-[#7FACF2]">同时显示运行、问答、活跃与 Token</span>}
+      </button>
+      {series.map((item) => (
+        <button
+          key={item.key}
+          type="button"
+          onClick={() => setMetric(item.key)}
+          className={cn(
+            "min-w-0 rounded-lg border px-3 py-2 text-left transition hover:-translate-y-0.5 hover:shadow-sm",
+            large && "px-4 py-3",
+            metric === item.key
+              ? "border-[#C1121F] dark:border-[#2563EB] bg-[#FFF1F1] shadow-sm dark:border-[#7FACF2]/40 dark:bg-[#0D2D54]"
+              : "border-[#F1D6D6] bg-white dark:border-[#213D5E] dark:bg-[#02244C]",
+          )}
+          title={item.description}
+        >
+          <span className={cn("inline-flex rounded-full px-2 py-0.5 text-xs font-medium", item.soft)}>{item.label}</span>
+          <span className={cn("mt-2 block truncate font-semibold tabular-nums text-[#111827] dark:text-white", large ? "text-2xl" : "text-lg")}>
+            {fmtNumber(totalFor(item.key))}
+          </span>
+          {large && <span className="mt-1 block truncate text-[11px] text-[#8B6B6B] dark:text-[#7FACF2]">{item.description}</span>}
+        </button>
+      ))}
+    </div>
+  );
+
+  const analysisDialog = (title: string, description: ReactNode) => (
+    <Dialog>
+      <DialogTrigger asChild>
+        <Button variant="outline" size="sm">
+          <Maximize2 className="mr-1 size-4" />
+          放大分析
+        </Button>
+      </DialogTrigger>
+      <DialogContent className="flex h-[92vh] w-[96vw] max-w-none flex-col gap-4 overflow-hidden p-5 sm:max-w-none">
+        <DialogHeader className="shrink-0 pr-10">
+          <DialogTitle>{title}</DialogTitle>
+          <DialogDescription>{description}</DialogDescription>
+        </DialogHeader>
+        <div className="shrink-0">{metricCards({ large: true })}</div>
+        <div className="grid min-h-0 flex-1 gap-3 lg:grid-cols-[260px_minmax(0,1fr)]">
+          <div className="rounded-lg border border-[#F1D6D6] bg-white p-4 dark:border-[#213D5E] dark:bg-[#02244C]">
+            <div className="text-xs text-[#7A5A5A] dark:text-[#7FACF2]">当前查看</div>
+            <div className="mt-2 text-2xl font-semibold text-[#111827] dark:text-white">{metric === "all" ? "全部指标" : activeSeries.label}</div>
+            <div className="mt-5 text-xs text-[#7A5A5A] dark:text-[#7FACF2]">最新 {metric === "all" ? "运行" : activeSeries.label}</div>
+            <div className="mt-2 text-4xl font-semibold tabular-nums text-[#111827] dark:text-white">{fmtNumber(latestValue)}</div>
+            <div className={cn("mt-3 text-sm", delta >= 0 ? "text-[#C1121F] dark:text-[#7FACF2]" : "text-[#7F1D1D] dark:text-[#FCA5A5]")}>
+              较上一日 {delta >= 0 ? "+" : ""}{fmtNumber(delta)}
+            </div>
+            <div className="mt-5 text-xs text-[#7A5A5A] dark:text-[#7FACF2]">
+              峰值 {peak.date} / {fmtNumber(Number(peak[activeMetric] ?? 0))}
+            </div>
+          </div>
+          {chart(true)}
+        </div>
+      </DialogContent>
+    </Dialog>
+  );
+
+  const chart = (large = false) => (
+    <div className={cn("min-w-0 overflow-hidden rounded-xl border border-[#E5E7EB] bg-[#F9FAFB] p-3 dark:border-[#3F3F46] dark:bg-[#18181B]", large && "flex min-h-0 p-5")}>
+      <svg viewBox={`0 0 ${width} ${height}`} className={cn("w-full", large ? "h-full min-h-[420px]" : "h-72")} role="img" aria-label="使用趋势折线图">
+        <defs>
+          <linearGradient id={`trend-area-${chartId}-${activeMetric}`} x1="0" x2="0" y1="0" y2="1">
+            <stop offset="0%" stopColor={activeSeries.color} stopOpacity="0.22" />
+            <stop offset="100%" stopColor={activeSeries.color} stopOpacity="0.02" />
+          </linearGradient>
+        </defs>
+        {gridLines.map((ratio) => {
+          const y = padding.top + chartHeight * ratio;
+          return (
+            <g key={ratio}>
+              <line
+                x1={padding.left}
+                x2={width - padding.right}
+                y1={y}
+                y2={y}
+                stroke="currentColor"
+                className="text-[#E5E7EB] dark:text-[#3F3F46]"
+                strokeWidth="1"
+              />
+              <text x={12} y={y + 4} className="fill-[#9CA3AF] text-[11px]">
+                {fmtNumber(Math.round(metricMax * (1 - ratio)))}
+              </text>
+            </g>
+          );
+        })}
+        {metric !== "all" && <path d={selectedArea} fill={`url(#trend-area-${chartId}-${activeMetric})`} />}
+        {displayedSeries.map((item) => {
+          const max = Math.max(1, ...visible.map((point) => Number(point[item.key] ?? 0)));
+          const path = visible
+            .map((point, index) => {
+              const value = Number(point[item.key] ?? 0);
+              return `${index === 0 ? "M" : "L"} ${xFor(index).toFixed(2)} ${yFor(value, max).toFixed(2)}`;
+            })
+            .join(" ");
+          return (
+            <g key={item.key}>
+              <path d={path} fill="none" stroke={item.color} strokeWidth={large ? "4" : "3"} strokeLinecap="round" strokeLinejoin="round" opacity={metric === "all" ? 0.9 : 1} />
+              {metric !== "all" &&
+                visible.map((point, index) => {
+                  const value = Number(point[item.key] ?? 0);
+                  const isPeak = point.date === peak.date;
+                  const isLast = index === visible.length - 1;
+                  return (
+                    <circle
+                      key={`${item.key}-${point.date}`}
+                      cx={xFor(index)}
+                      cy={yFor(value, max)}
+                      r={isPeak || isLast ? 5 : 3}
+                      fill="#fff"
+                      stroke={item.color}
+                      strokeWidth={isPeak || isLast ? "3" : "2"}
+                    >
+                      <title>{`${point.date} ${item.label}: ${fmtNumber(value)}`}</title>
+                    </circle>
+                  );
+                })}
+            </g>
+          );
+        })}
+        {visible.map((point, index) => {
+          if (index !== 0 && index !== visible.length - 1 && index % Math.ceil(visible.length / 6) !== 0) return null;
+          return (
+            <text key={point.date} x={xFor(index)} y={height - 12} textAnchor="middle" className="fill-[#6B7280] text-[11px]">
+              {point.date.slice(5)}
+            </text>
+          );
+        })}
+      </svg>
+    </div>
+  );
+
+  return (
+    <div className="space-y-4">
+      <p className="text-xs leading-5 text-[#7A5A5A] dark:text-[#7FACF2]">
+        每个折线点代表一天；点击指标卡可单独查看运行、问答、活跃或 Token，全部趋势会同时展示四条多色折线。
+      </p>
+      <div className="flex flex-wrap items-center justify-between gap-3">
+        <div className="min-w-0 flex-1">{metricCards()}</div>
+        {analysisDialog(
+          "时间趋势分析",
+          <>当前查看 {metric === "all" ? "全部指标" : activeSeries.label}，峰值 {peak.date} / {fmtNumber(Number(peak[activeMetric] ?? 0))}。</>,
+        )}
+      </div>
+      <div className="grid gap-3 lg:grid-cols-[220px_minmax(0,1fr)]">
+        <div className="rounded-xl border border-[#F1D6D6] bg-white p-4 dark:border-[#213D5E] dark:bg-[#02244C]">
+          <div className="text-xs text-[#7A5A5A] dark:text-[#7FACF2]">最新 {metric === "all" ? "运行" : activeSeries.label}</div>
+          <div className="mt-2 text-3xl font-semibold tabular-nums text-[#111827] dark:text-white">{fmtNumber(latestValue)}</div>
+          <div className={cn("mt-2 text-sm", delta >= 0 ? "text-[#C1121F] dark:text-[#7FACF2]" : "text-[#7F1D1D] dark:text-[#FCA5A5]")}>
+            较上一日 {delta >= 0 ? "+" : ""}{fmtNumber(delta)}
+          </div>
+          <div className="mt-3 text-xs text-[#7A5A5A] dark:text-[#7FACF2]">
+            峰值 {peak.date.slice(5)} / {fmtNumber(Number(peak[activeMetric] ?? 0))}
+          </div>
+        </div>
+        {chart(false)}
+      </div>
+    </div>
+  );
+}

frontend-web/src/pages/PublicScheduledTaskPage.tsx

@@ -6,16 +6,18 @@ import {
   ChevronLeft,
   ChevronRight,
   Download,
+  ExternalLink,
   FileText,
   List,
   Loader2,
+  Maximize2,
   Pencil,
   Trash2,
   X,
 } from "lucide-react";
 import { useCallback, useEffect, useMemo, useRef, useState } from "react";
 import type { PointerEvent as ReactPointerEvent } from "react";
-import { useParams } from "react-router-dom";
+import { useParams, useSearchParams } from "react-router-dom";
 import { toast } from "sonner";
 
 import { Badge } from "@/components/ui/badge";
@@ -127,6 +129,10 @@ async function fetchPublicTaskRuns(taskId: string): Promise<PublicRunsResponse>
   return fetchJson<PublicRunsResponse>(`${publicBaseUrl()}/${encodeURIComponent(taskId)}/runs?limit=200`);
 }
 
+async function fetchPublicRun(runId: string): Promise<PublicRun> {
+  return fetchJson<PublicRun>(`${publicBaseUrl()}/runs/${encodeURIComponent(runId)}`);
+}
+
 async function fetchPublicRunFile(runId: string, index: number): Promise<PublicFileContent> {
   return fetchJson<PublicFileContent>(
     `${publicBaseUrl()}/runs/${encodeURIComponent(runId)}/files/${index}`,
@@ -667,12 +673,61 @@ type ContentTab = {
   fileName?: string;
 };
 
+type PublicFullscreenPreview =
+  | { mode: "html"; title: string; html: string }
+  | { mode: "markdown"; title: string; content: string }
+  | { mode: "text"; title: string; content: string }
+  | { mode: "file"; title: string; file: PublicFileContent };
+
+function PublicFullscreenPreviewContent({ preview }: { preview: PublicFullscreenPreview }) {
+  if (preview.mode === "html") {
+    return <HtmlPreviewFrame html={preview.html} className="h-full w-full border-0 bg-white" />;
+  }
+  if (preview.mode === "markdown") {
+    return (
+      <MarkdownContent
+        className="max-w-none"
+        content={preview.content || "无正文内容"}
+        isLoading={false}
+        remarkPlugins={reasoningPlugins.remarkPlugins}
+        rehypePlugins={reasoningPlugins.rehypePlugins}
+      />
+    );
+  }
+  if (preview.mode === "file") {
+    const content = preview.file.content || "无文件内容";
+    if (isMarkdownFile(preview.file)) {
+      return (
+        <MarkdownContent
+          className="max-w-none"
+          content={content}
+          isLoading={false}
+          remarkPlugins={reasoningPlugins.remarkPlugins}
+          rehypePlugins={reasoningPlugins.rehypePlugins}
+        />
+      );
+    }
+    return <pre className="whitespace-pre-wrap break-words text-sm">{content}</pre>;
+  }
+  return <pre className="whitespace-pre-wrap break-words text-sm">{preview.content || "无正文内容"}</pre>;
+}
+
+function publicFullscreenHref(taskId: string, runId: string, tab: ContentTab): string {
+  const params = new URLSearchParams();
+  params.set("tab", tab.kind);
+  if (tab.kind === "file" && tab.fileIndex != null) {
+    params.set("file", String(tab.fileIndex));
+  }
+  return `#/public/scheduled-tasks/${encodeURIComponent(taskId)}/runs/${encodeURIComponent(runId)}/fullscreen?${params.toString()}`;
+}
+
 /**
  * Right-pane controller for a single run: builds the tab list (body + MDs),
  * fetches each tab's source text, and hosts the view/edit toggle.
  */
 function RunDetailPane({ run, taskId }: { run: PublicRun; taskId: string }) {
   const queryClient = useQueryClient();
+  const [fullscreenPreview, setFullscreenPreview] = useState<PublicFullscreenPreview | null>(null);
 
   // HTML page run: render a sandboxed iframe preview instead of the MD tabs.
   const isHtmlRun =
@@ -837,9 +892,67 @@ function RunDetailPane({ run, taskId }: { run: PublicRun; taskId: string }) {
   const fileIndex = activeTabMeta?.fileIndex;
   const fileIsLoading = isFileTab && fileIndex != null ? !!fileLoading[fileIndex] : false;
   const showEmptyHint = !activeSource && !fileIsLoading;
+  const fullscreenHref = activeTabMeta ? publicFullscreenHref(taskId, run.id, activeTabMeta) : "";
+  const fullscreenDisabled =
+    !activeTabMeta ||
+    (activeTabMeta.kind === "html" ? !htmlContent : activeTabMeta.kind === "file" ? fileIsLoading : false);
+
+  const handleOpenFullscreen = useCallback(() => {
+    if (!activeTabMeta) return;
+    if (activeTabMeta.kind === "html") {
+      if (!htmlContent) return;
+      setFullscreenPreview({
+        mode: "html",
+        title: run.result?.title || "HTML 预览",
+        html: htmlContent,
+      });
+      return;
+    }
+    if (activeTabMeta.kind === "body") {
+      setFullscreenPreview({
+        mode: run.result?.format === "markdown" || run.result?.format === "mixed" ? "markdown" : "text",
+        title: run.result?.title || "正文预览",
+        content: activeSource || "无正文内容",
+      });
+      return;
+    }
+    const sourceFile = markdownFiles.find((file) => file.index === activeTabMeta.fileIndex);
+    setFullscreenPreview({
+      mode: "file",
+      title: activeTabMeta.fileName || sourceFile?.name || "文件预览",
+      file: {
+        index: activeTabMeta.fileIndex ?? 0,
+        name: activeTabMeta.fileName || sourceFile?.name || "result.md",
+        mime_type: sourceFile?.mime_type ?? "text/markdown",
+        kind: sourceFile?.kind ?? "markdown",
+        size: sourceFile?.size ?? activeSource.length,
+        previewable: true,
+        content: activeSource,
+      },
+    });
+  }, [activeTabMeta, activeSource, htmlContent, markdownFiles, run.result?.format, run.result?.title]);
 
   return (
     <>
+      <Dialog open={fullscreenPreview !== null} onOpenChange={(open) => !open && setFullscreenPreview(null)}>
+        <DialogContent className="flex h-[96vh] w-[96vw] max-w-none flex-col gap-0 p-0 sm:max-w-none">
+          <DialogHeader className="shrink-0 border-b px-4 py-3 pr-12">
+            <DialogTitle className="truncate text-base">
+              {fullscreenPreview?.title ?? "预览"}
+            </DialogTitle>
+          </DialogHeader>
+          {fullscreenPreview && (
+            <div
+              className={cn(
+                "min-h-0 flex-1",
+                fullscreenPreview.mode === "html" ? "" : "overflow-auto p-4",
+              )}
+            >
+              <PublicFullscreenPreviewContent preview={fullscreenPreview} />
+            </div>
+          )}
+        </DialogContent>
+      </Dialog>
       <CardHeader className="flex flex-wrap items-start justify-between gap-2 space-y-0">
         <div className="min-w-0 flex-1">
           <Tooltip>
@@ -859,6 +972,30 @@ function RunDetailPane({ run, taskId }: { run: PublicRun; taskId: string }) {
           </p>
         </div>
         <div className="flex flex-wrap items-center gap-2">
+          {!isEditing && activeTabMeta && (
+            <>
+              <Button
+                size="sm"
+                variant="outline"
+                onClick={handleOpenFullscreen}
+                disabled={fullscreenDisabled}
+                title="全屏查看"
+              >
+                <Maximize2 className="size-4" />
+                全屏
+              </Button>
+              <Button
+                size="sm"
+                variant="outline"
+                onClick={() => window.open(fullscreenHref, "_blank", "noopener,noreferrer")}
+                disabled={fullscreenDisabled}
+                title="新页面打开全屏预览"
+              >
+                <ExternalLink className="size-4" />
+                新页面
+              </Button>
+            </>
+          )}
           {isFileTab && fileIndex != null && (
             <a
               className="bg-background hover:bg-accent inline-flex h-9 items-center gap-1 rounded-md border px-3 text-xs"
@@ -999,3 +1136,153 @@ function RunDetailPane({ run, taskId }: { run: PublicRun; taskId: string }) {
     </>
   );
 }
+
+export function PublicScheduledTaskFullscreenPage() {
+  const { taskId, runId } = useParams<{ taskId: string; runId: string }>();
+  const [searchParams] = useSearchParams();
+  const requestedTab = searchParams.get("tab");
+  const tabKind: ContentTab["kind"] =
+    requestedTab === "body" || requestedTab === "file" || requestedTab === "html"
+      ? requestedTab
+      : "html";
+  const fileIndexValue = Number(searchParams.get("file"));
+  const fileIndexValid = Number.isInteger(fileIndexValue) && fileIndexValue >= 0;
+
+  const { data: run, isLoading, isError, error } = useQuery({
+    queryKey: ["public-scheduled-task", "run", runId],
+    queryFn: () => fetchPublicRun(runId!),
+    enabled: !!runId,
+    refetchOnWindowFocus: false,
+    retry: false,
+  });
+
+  const isHtmlRun =
+    run?.result?.format === "html" ||
+    (run?.result?.files ?? []).some(
+      (file) => file.kind === "html" || (file.name ?? "").toLowerCase().endsWith(".html"),
+    );
+
+  const { data: htmlData, isLoading: htmlLoading } = useQuery({
+    queryKey: ["public-scheduled-task", "html", runId],
+    queryFn: () => fetchPublicRunHtml(runId!),
+    enabled: !!runId && tabKind === "html" && isHtmlRun && !run?.result?.html,
+    refetchOnWindowFocus: false,
+    retry: false,
+  });
+
+  const {
+    data: fileData,
+    isLoading: fileLoading,
+    isError: fileIsError,
+    error: fileError,
+  } = useQuery({
+    queryKey: ["public-scheduled-task", "file", runId, fileIndexValue],
+    queryFn: () => fetchPublicRunFile(runId!, fileIndexValue),
+    enabled: !!runId && tabKind === "file" && fileIndexValid,
+    refetchOnWindowFocus: false,
+    retry: false,
+  });
+
+  const htmlContent = run?.result?.html ?? htmlData?.html ?? null;
+  const backHref = taskId ? `#/public/scheduled-tasks/${encodeURIComponent(taskId)}` : "#/public/scheduled-tasks";
+  const pageTitle =
+    tabKind === "file"
+      ? fileData?.name || "文件预览"
+      : tabKind === "body"
+        ? run?.result?.title || "正文预览"
+        : htmlData?.title || run?.result?.title || "HTML 预览";
+
+  return (
+    <TooltipProvider delayDuration={150}>
+      <div className="bg-background flex h-screen min-h-0 flex-col">
+        <div className="flex h-12 shrink-0 items-center gap-2 border-b px-3">
+          <Button asChild variant="ghost" size="sm" className="h-8 px-2 text-xs">
+            <a href={backHref}>
+              <ChevronLeft className="size-3" />
+              返回列表
+            </a>
+          </Button>
+          <div className="min-w-0 flex-1 truncate text-sm font-medium" title={pageTitle}>
+            {pageTitle}
+          </div>
+          {tabKind === "file" && runId && fileIndexValid && (
+            <Button asChild variant="outline" size="sm" className="h-8 px-2 text-xs">
+              <a
+                href={publicRunFileDownloadUrl(runId, fileIndexValue)}
+                target="_blank"
+                rel="noopener noreferrer"
+              >
+                <Download className="size-3" />
+                下载
+              </a>
+            </Button>
+          )}
+        </div>
+
+        <div className="min-h-0 flex-1">
+          {!runId || !taskId ? (
+            <div className="text-muted-foreground flex h-full items-center justify-center text-sm">
+              缺少任务或执行记录 ID。
+            </div>
+          ) : isLoading ? (
+            <div className="text-muted-foreground flex h-full items-center justify-center gap-2 text-sm">
+              <Loader2 className="size-4 animate-spin" />
+              正在加载预览...
+            </div>
+          ) : isError ? (
+            <div className="text-destructive flex h-full items-center justify-center text-sm">
+              加载失败：{error instanceof Error ? error.message : "未知错误"}
+            </div>
+          ) : tabKind === "html" ? (
+            htmlContent ? (
+              <HtmlPreviewFrame html={htmlContent} className="h-full w-full border-0 bg-white" />
+            ) : (
+              <div className="text-muted-foreground flex h-full items-center justify-center gap-2 text-sm">
+                {htmlLoading && <Loader2 className="size-4 animate-spin" />}
+                HTML 页面尚未生成或正在生成中。
+              </div>
+            )
+          ) : tabKind === "file" ? (
+            fileLoading ? (
+              <div className="text-muted-foreground flex h-full items-center justify-center gap-2 text-sm">
+                <Loader2 className="size-4 animate-spin" />
+                正在加载文件...
+              </div>
+            ) : !fileIndexValid || fileIsError || !fileData ? (
+              <div className="text-destructive flex h-full items-center justify-center text-sm">
+                文件加载失败：{fileError instanceof Error ? fileError.message : "文件不存在或不可预览"}
+              </div>
+            ) : (
+              <ScrollArea className="h-full">
+                <div className="mx-auto max-w-5xl p-6">
+                  <PublicFullscreenPreviewContent
+                    preview={{
+                      mode: "file",
+                      title: fileData.name,
+                      file: fileData,
+                    }}
+                  />
+                </div>
+              </ScrollArea>
+            )
+          ) : (
+            <ScrollArea className="h-full">
+              <div className="mx-auto max-w-5xl p-6">
+                <PublicFullscreenPreviewContent
+                  preview={{
+                    mode:
+                      run?.result?.format === "markdown" || run?.result?.format === "mixed"
+                        ? "markdown"
+                        : "text",
+                    title: run?.result?.title || "正文预览",
+                    content: run?.result?.content || "无正文内容",
+                  }}
+                />
+              </div>
+            </ScrollArea>
+          )}
+        </div>
+      </div>
+    </TooltipProvider>
+  );
+}

frontend-web/src/pages/RecommendedQuestionsPage.tsx

@@ -59,7 +59,11 @@ const errorToastDarkOptions = {
   icon: <AlertCircle className="size-4 shrink-0 text-[#F5222D]" />,
 } as const;
 
-export default function RecommendedQuestionsPage() {
+export default function RecommendedQuestionsPage({
+  embedded = false,
+}: {
+  embedded?: boolean;
+} = {}) {
   const { theme } = useTheme();
   const { questions, isLoading, error } = useRecommendedQuestions();
   const createMutation = useCreateRecommendedQuestion();
@@ -176,10 +180,16 @@ export default function RecommendedQuestionsPage() {
       : { success: undefined, error: undefined };
 
   return (
-    <div className="mx-auto flex w-full max-w-2xl flex-col gap-6 px-6 py-10">
+    <div
+      className={
+        embedded
+          ? "flex w-full flex-col gap-6"
+          : "mx-auto flex w-full max-w-2xl flex-col gap-6 px-6 py-10"
+      }
+    >
       <div className="flex items-center justify-between">
         <div>
-          <h1 className="text-xl font-semibold">推荐问题配置</h1>
+          <h1 className={embedded ? "text-base font-semibold" : "text-xl font-semibold"}>推荐问题配置</h1>
           <p className="text-muted-foreground mt-1 text-sm">
             管理首页展示的推荐问题，点击后直接发送到对话。拖拽可调整顺序。
           </p>

frontend-web/src/pages/ScheduledTasksPage.tsx

@@ -21,6 +21,7 @@ import {
   RefreshCw,
   TagsIcon,
   Trash2,
+  X,
 } from "lucide-react";
 import { useSearchParams } from "react-router-dom";
 import { useRouteNavigate as useNavigate } from "@/core/route-base";
@@ -148,8 +149,16 @@ export default function ScheduledTasksPage() {
   const initialTaskId = searchParams.get("task");
   const [search, setSearch] = useState("");
   const [tagIds, setTagIds] = useState<string[]>([]);
+  // Plaza (广场) name search is resolved client-side over the fetched published
+  // list, kept separate from the server-side 我的任务 search above.
+  const [plazaSearch, setPlazaSearch] = useState("");
+  // Publisher (创建者) filter for the 我的任务 tab — click a task's 创建者 to keep
+  // only that creator's tasks. {id} is creator_user_id; {label} the display name.
+  const [publisher, setPublisher] = useState<{ id: string; label: string } | null>(
+    null,
+  );
   // Name + tag filtering is resolved server-side via the /api/scheduled-tasks query.
-  const { data: tasks = [], isLoading } = useScheduledTasks({ search, tagIds });
+  const { data: tasks = [], isLoading, isFetching } = useScheduledTasks({ search, tagIds });
   const { data: deliveryProfile } = useScheduledTaskDeliveryProfile();
   const { agents } = useAgents();
   const actions = useScheduledTaskActions();
@@ -199,6 +208,34 @@ export default function ScheduledTasksPage() {
       }),
     [tasks],
   );
+  // The rendered 我的任务 list, optionally narrowed to one creator. Selection
+  // logic still runs against the full sortedTasks so the detail panel keeps
+  // working even when the picked task is from a filtered-out creator.
+  const visibleTasks = useMemo(
+    () =>
+      publisher
+        ? sortedTasks.filter((task) => task.creator_user_id === publisher.id)
+        : sortedTasks,
+    [sortedTasks, publisher],
+  );
+  // Plaza search: filter the fetched published list client-side. Match against
+  // both the raw and desensitized forms so typing what's shown on screen (the
+  // desensitized name) and the underlying text both hit.
+  const visiblePublished = useMemo(() => {
+    const q = plazaSearch.trim().toLowerCase();
+    if (!q) return published;
+    return published.filter((item) =>
+      [
+        item.name,
+        desensitize(item.name),
+        item.prompt_summary,
+        desensitize(item.prompt_summary ?? ""),
+        item.schedule_text,
+        displayUsername(item.creator_email),
+      ].some((field) => (field ?? "").toLowerCase().includes(q)),
+    );
+  }, [published, plazaSearch]);
+
   const selectedTask = sortedTasks.find((task) => task.task_id === selectedTaskId) ?? null;
   const selectedTaskCanEditRuns = !!selectedTask && selectedTask.role !== "subscriber";
   const { data: runs = [], isLoading: runsLoading } = useScheduledTaskRuns(selectedTaskId);
@@ -449,8 +486,32 @@ export default function ScheduledTasksPage() {
                   onSearchChange={setSearch}
                   tagIds={tagIds}
                   onTagIdsChange={setTagIds}
+                  searching={isFetching}
                 />
               )}
+              {activeTab === "plaza" && (
+                <TagSearchBar
+                  targetType="scheduled_task"
+                  hideTags
+                  onSearchChange={setPlazaSearch}
+                  searching={publishedLoading}
+                  searchPlaceholder="搜索广场任务（名称 / 摘要 / 创建者）"
+                />
+              )}
+              {activeTab === "mine" && publisher && (
+                <div className="flex items-center gap-2">
+                  <span className="text-muted-foreground text-xs">筛选创建者：</span>
+                  <button
+                    type="button"
+                    onClick={() => setPublisher(null)}
+                    className="bg-primary/10 text-primary hover:bg-primary/20 inline-flex items-center gap-1 rounded-full px-3 py-1 text-xs font-medium transition-colors"
+                    title="点击清除创建者筛选"
+                  >
+                    {publisher.label}
+                    <X className="size-3.5" />
+                  </button>
+                </div>
+              )}
             </CardHeader>
             <CardContent className="min-h-0 flex-1 p-0">
               <ScrollArea className="size-full">
@@ -459,12 +520,14 @@ export default function ScheduledTasksPage() {
                     {isLoading && (
                       <div className="text-muted-foreground text-sm">正在加载任务...</div>
                     )}
-                    {!isLoading && sortedTasks.length === 0 && (
+                    {!isLoading && visibleTasks.length === 0 && (
                       <div className="text-muted-foreground rounded-md border p-4 text-sm">
-                        还没有定时任务。点击新建创建第一个任务，或去“广场”收藏他人发布的任务。
+                        {publisher
+                          ? `没有「${publisher.label}」创建的任务。`
+                          : "还没有定时任务。点击新建创建第一个任务，或去“广场”收藏他人发布的任务。"}
                       </div>
                     )}
-                    {sortedTasks.map((task) => {
+                    {visibleTasks.map((task) => {
                       const isOwner = task.role !== "subscriber";
                       const isSubscriber = task.role === "subscriber";
                       const notifyOn = !!task._subscription?.notify_element;
@@ -539,11 +602,36 @@ export default function ScheduledTasksPage() {
                               )}
                             </div>
                             {(task.creator_email || task.creator_user_id) && (
-                              <div className="truncate">
+                              // The card itself is a <button>, so this clickable
+                              // creator must be a <span> (no nested buttons).
+                              <span
+                                role={task.creator_user_id ? "button" : undefined}
+                                tabIndex={task.creator_user_id ? 0 : undefined}
+                                onClick={(event) => {
+                                  if (!task.creator_user_id) return;
+                                  event.stopPropagation();
+                                  setPublisher({
+                                    id: task.creator_user_id,
+                                    label:
+                                      displayUsername(task.creator_email) ||
+                                      task.creator_user_id,
+                                  });
+                                }}
+                                className={cn(
+                                  "block max-w-full truncate text-sm font-medium",
+                                  task.creator_user_id &&
+                                    "hover:text-primary cursor-pointer transition-colors hover:underline",
+                                )}
+                                title={
+                                  task.creator_user_id
+                                    ? `点击筛选创建者：${displayUsername(task.creator_email) || task.creator_user_id}`
+                                    : undefined
+                                }
+                              >
                                 创建者：
                                 {displayUsername(task.creator_email) ||
                                   task.creator_user_id}
-                              </div>
+                              </span>
                             )}
                           </div>
                           {(task.tags?.length ?? 0) > 0 && (
@@ -694,14 +782,19 @@ export default function ScheduledTasksPage() {
                 ) : (
                   <div className="flex flex-col gap-3 p-4 pt-0">
                     {publishedLoading && (
-                      <div className="text-muted-foreground text-sm">正在加载广场任务...</div>
-                    )}
-                    {!publishedLoading && published.length === 0 && (
-                      <div className="text-muted-foreground rounded-md border p-4 text-sm">
-                        广场上还没有发布的任务。
+                      <div className="text-muted-foreground flex items-center gap-2 text-sm">
+                        <Loader2 className="size-4 animate-spin" />
+                        正在加载广场任务...
                       </div>
                     )}
-                    {published.map((item) => {
+                    {!publishedLoading && visiblePublished.length === 0 && (
+                      <div className="text-muted-foreground rounded-md border p-4 text-sm">
+                        {plazaSearch.trim()
+                          ? `没有匹配「${plazaSearch.trim()}」的任务。`
+                          : "广场上还没有发布的任务。"}
+                      </div>
+                    )}
+                    {visiblePublished.map((item) => {
                       const subscribed = tasks.some((t) => t.task_id === item.task_id);
                       return (
                         <div key={item.task_id} className="bg-card rounded-md border p-4">
@@ -781,7 +874,7 @@ export default function ScheduledTasksPage() {
                 {selectedTask ? desensitize(selectedTask.name) : "请选择左侧任务"}
               </p>
               {selectedTask && (selectedTask.creator_email || selectedTask.creator_user_id) && (
-                <p className="text-muted-foreground text-xs">
+                <p className="text-muted-foreground text-sm font-medium">
                   创建者：
                   {displayUsername(selectedTask.creator_email) ||
                     selectedTask.creator_user_id}

frontend-web/src/pages/WorkspaceRoutes.tsx

@@ -24,6 +24,8 @@ import AdminScheduledTasksPage from './AdminScheduledTasksPage';
 import AdminSkillsPage from './AdminSkillsPage';
 import ScheduledTaskRunDetailPage from './ScheduledTaskRunDetailPage';
 import ScheduledTasksPage from './ScheduledTasksPage';
+import KnowledgeBasePage from './KnowledgeBasePage';
+import KnowledgeGraphPage from './KnowledgeGraphPage';
 import LlmMetricsPage from './LlmMetricsPage';
 import CheckpointMigrationPage from './CheckpointMigrationPage';
 import MemoryPage from './MemoryPage';
@@ -344,6 +346,30 @@ export default function WorkspaceRoutes({
             </WorkspaceLayout>
           }
         />
+        <Route
+          path="knowledge"
+          element={
+            <WorkspaceLayout {...layoutProps}>
+              <KnowledgeBasePage />
+            </WorkspaceLayout>
+          }
+        />
+        <Route
+          path="knowledge/graph"
+          element={
+            <WorkspaceLayout {...layoutProps}>
+              <KnowledgeGraphPage />
+            </WorkspaceLayout>
+          }
+        />
+        <Route
+          path="knowledge/:noteId"
+          element={
+            <WorkspaceLayout {...layoutProps}>
+              <KnowledgeBasePage />
+            </WorkspaceLayout>
+          }
+        />
         <Route
           path="scheduled"
           element={<Navigate to="/page/workspace/scheduled/tasks" replace />}

frontend-web/src/strategy-components/MarkdownRenderer.tsx

@@ -16,12 +16,33 @@ import tsx from 'react-syntax-highlighter/dist/esm/languages/prism/tsx';
 import typescript from 'react-syntax-highlighter/dist/esm/languages/prism/typescript';
 import { oneDark } from 'react-syntax-highlighter/dist/esm/styles/prism';
 
+export interface WikiLinkTarget {
+  target: string;
+  kind: 'note' | 'vault' | 'missing';
+  exists: boolean;
+  note_id?: string;
+  vault_path?: string;
+  title?: string;
+}
+
+export type WikiLinkMap = Record<string, WikiLinkTarget>;
+
 interface MarkdownRendererProps {
   content: string;
   className?: string;
   onCitationClick?: (index: number) => void;
+  /** Resolved `[[wikilink]]` targets; when provided, non-numeric `[[...]]` render as links. */
+  wikiLinks?: WikiLinkMap;
+  onWikiLinkClick?: (link: WikiLinkTarget) => void;
 }
 
+const escapeHtmlAttr = (value: string): string =>
+  value
+    .replace(/&/g, '&amp;')
+    .replace(/</g, '&lt;')
+    .replace(/>/g, '&gt;')
+    .replace(/"/g, '&quot;');
+
 SyntaxHighlighter.registerLanguage('bash', bash);
 SyntaxHighlighter.registerLanguage('css', css);
 SyntaxHighlighter.registerLanguage('html', markup);
@@ -126,8 +147,48 @@ const CodeBlock: React.FC<{ children: React.ReactNode; className?: string }> = (
   );
 };
 
-const MarkdownRenderer: React.FC<MarkdownRendererProps> = ({ content, className = '', onCitationClick }) => {
-  const contentWithCitationBadge = content.replace(
+const MarkdownRenderer: React.FC<MarkdownRendererProps> = ({
+  content,
+  className = '',
+  onCitationClick,
+  wikiLinks,
+  onWikiLinkClick,
+}) => {
+  // 1) Non-numeric [[wikilinks]] → clickable (or greyed-out) links, driven by the
+  //    resolver map. Numeric [[123]] are left untouched here for the citation pass.
+  let processed = content;
+  if (wikiLinks) {
+    processed = processed.replace(
+      /\[\[([^\]\n|]+)(?:\|([^\]\n]+))?\]\]/g,
+      (match, rawTarget: string, alias?: string) => {
+        const target = String(rawTarget).trim();
+        if (/^\d+$/.test(target)) return match; // citation badge, handled below
+        const resolved = wikiLinks[target];
+        const label = (alias?.trim() || resolved?.title || target);
+        const safeLabel = escapeHtmlAttr(label);
+        const safeTarget = escapeHtmlAttr(target);
+        if (resolved && resolved.exists) {
+          return `<button type="button" data-wikilink-target="${safeTarget}" class="inline items-center font-medium text-blue-600 dark:text-blue-400 hover:underline cursor-pointer align-baseline">${safeLabel}</button>`;
+        }
+        return `<span data-wikilink-missing="${safeTarget}" title="页面不存在" class="text-muted-foreground underline decoration-dashed decoration-from-font cursor-not-allowed">${safeLabel}</span>`;
+      },
+    );
+  }
+  // 2) wiki-capture provenance markers ^[inferred] / ^[ambiguous] → small badges
+  //    (otherwise they render as raw text). They mark model-inferred / uncertain
+  //    statements per the wiki-capture spec.
+  processed = processed
+    .replace(
+      /\s*\^\[inferred\]/g,
+      ' <sup title="模型推断，非原文直接得出" class="ml-0.5 rounded bg-amber-50 px-1 text-[10px] font-medium text-amber-600 align-super dark:bg-amber-500/15 dark:text-amber-300">推测</sup>',
+    )
+    .replace(
+      /\s*\^\[ambiguous\]/g,
+      ' <sup title="不确定 / 存在冲突" class="ml-0.5 rounded bg-rose-50 px-1 text-[10px] font-medium text-rose-600 align-super dark:bg-rose-500/15 dark:text-rose-300">存疑</sup>',
+    );
+
+  // 3) Numeric [[123]] citation badges.
+  const contentWithCitationBadge = processed.replace(
     /\[\[(\d+)\]\]/g,
     '<button type="button" data-citation-index="$1" class="inline-flex items-center justify-center min-w-[1.5rem] h-6 px-2 mx-0.5 rounded-md border text-xs font-semibold align-middle bg-red-50 text-red-600 border-red-200 dark:bg-slate-700 dark:text-slate-100 dark:border-slate-500 cursor-pointer transition-all hover:opacity-85">[$1]</button>',
   );
@@ -136,8 +197,17 @@ const MarkdownRenderer: React.FC<MarkdownRendererProps> = ({ content, className
     <div
       className={`markdown-content ${className}`}
       onClick={(event) => {
-        if (!onCitationClick) return;
         const target = event.target as HTMLElement;
+        const wikiButton = target.closest('[data-wikilink-target]') as HTMLElement | null;
+        if (wikiButton && onWikiLinkClick && wikiLinks) {
+          const key = wikiButton.dataset.wikilinkTarget || '';
+          const link = wikiLinks[key];
+          if (link) {
+            onWikiLinkClick(link);
+            return;
+          }
+        }
+        if (!onCitationClick) return;
         const button = target.closest('[data-citation-index]') as HTMLElement | null;
         if (!button) return;
         const index = Number(button.dataset.citationIndex || '0');