diff --git a/frontend-web/src/components/workspace/agents/agent-gallery.tsx b/frontend-web/src/components/workspace/agents/agent-gallery.tsx
index 7ca7d7f3..146e5557 100644
--- a/frontend-web/src/components/workspace/agents/agent-gallery.tsx
+++ b/frontend-web/src/components/workspace/agents/agent-gallery.tsx
@@ -16,7 +16,7 @@ import { AgentCard } from "./agent-card";
 export function AgentGallery() {
   const { t } = useI18n();
   const router = useRouter();
-  const [activeTab, setActiveTab] = useState<"all" | "mine">("all");
+  const [activeTab, setActiveTab] = useState<"all" | "mine">("mine");
   const [search, setSearch] = useState("");
   const [tagId, setTagId] = useState<string | null>(null);
   // Name + tag filtering is resolved server-side via the /api/agents query.
@@ -89,8 +89,8 @@ export function AgentGallery() {
       >
         <div className="mx-6 mt-4 flex items-center justify-between gap-4">
           <TabsList className="w-auto self-start">
-            <TabsTrigger value="all">全部</TabsTrigger>
-            <TabsTrigger value="mine">自己的</TabsTrigger>
+            <TabsTrigger value="mine">我的</TabsTrigger>
+            <TabsTrigger value="all">广场</TabsTrigger>
           </TabsList>
           <TagSearchBar
             targetType="agent"
diff --git a/frontend-web/src/components/workspace/notification-bell.tsx b/frontend-web/src/components/workspace/notification-bell.tsx
deleted file mode 100644
index 14310bea..00000000
--- a/frontend-web/src/components/workspace/notification-bell.tsx
+++ /dev/null
@@ -1,212 +0,0 @@
-"use client";
-
-import { BellIcon, CheckCheckIcon, Loader2, Trash2Icon } from "lucide-react";
-import { useState } from "react";
-import { toast } from "sonner";
-
-import { Button } from "@/components/ui/button";
-import {
-  DropdownMenu,
-  DropdownMenuContent,
-  DropdownMenuTrigger,
-} from "@/components/ui/dropdown-menu";
-import { ScrollArea } from "@/components/ui/scroll-area";
-import {
-  SidebarMenuButton,
-  useSidebar,
-} from "@/components/ui/sidebar";
-import { useI18n } from "@/core/i18n/hooks";
-import {
-  useDeleteNotification,
-  useMarkAllNotificationsRead,
-  useMarkNotificationRead,
-  useNotifications,
-  useUnreadCount,
-} from "@/core/notifications";
-import type { NotificationItem } from "@/core/notifications";
-import { formatTimeAgo } from "@/core/utils/datetime";
-import { cn } from "@/lib/utils";
-
-const BELL_LIMIT = 20;
-
-export function NotificationBell() {
-  const { t } = useI18n();
-  const { open: isSidebarOpen } = useSidebar();
-  const [open, setOpen] = useState(false);
-
-  // Render badge from the lightweight count endpoint so the bell stays cheap
-  // when nobody opens it. Only when the user actually opens the dropdown do
-  // we pay for the full list query.
-  const { data: unreadCount = 0 } = useUnreadCount();
-  const {
-    data: notifications,
-    isLoading,
-    isFetching,
-  } = useNotifications({ limit: BELL_LIMIT });
-  const markRead = useMarkNotificationRead();
-  const markAllRead = useMarkAllNotificationsRead();
-  const removeNotification = useDeleteNotification();
-
-  const hasUnread = unreadCount > 0;
-  const items = notifications ?? [];
-
-  async function handleClickItem(notification: NotificationItem) {
-    if (notification.read) return;
-    try {
-      await markRead.mutateAsync(notification.id);
-    } catch (err) {
-      toast.error(err instanceof Error ? err.message : String(err));
-    }
-  }
-
-  async function handleMarkAllRead() {
-    if (!hasUnread) return;
-    try {
-      await markAllRead.mutateAsync();
-    } catch (err) {
-      toast.error(err instanceof Error ? err.message : String(err));
-    }
-  }
-
-  async function handleDelete(notification: NotificationItem) {
-    try {
-      await removeNotification.mutateAsync(notification.id);
-    } catch (err) {
-      toast.error(err instanceof Error ? err.message : String(err));
-    }
-  }
-
-  return (
-    <DropdownMenu open={open} onOpenChange={setOpen}>
-      <DropdownMenuTrigger asChild>
-        <SidebarMenuButton
-          size="lg"
-          className="data-[state=open]:bg-sidebar-accent data-[state=open]:text-sidebar-accent-foreground"
-          aria-label={t.notifications.bellAria}
-        >
-          {isSidebarOpen ? (
-            <div className="text-sidebar-foreground/85 flex w-full items-center gap-2 text-left text-sm">
-              <div className="relative">
-                <BellIcon className="size-4" />
-                {hasUnread && (
-                  <span className="absolute -right-1 -top-1 flex h-3.5 min-w-3.5 items-center justify-center rounded-full bg-red-500 px-1 text-[10px] font-medium leading-none text-white">
-                    {unreadCount > 99 ? "99+" : unreadCount}
-                  </span>
-                )}
-              </div>
-              <span>{t.notifications.title}</span>
-              {hasUnread && (
-                <span className="text-muted-foreground ml-auto text-xs">
-                  {t.notifications.unreadShort.replace("{count}", String(unreadCount))}
-                </span>
-              )}
-            </div>
-          ) : (
-            <div className="flex size-full items-center justify-center">
-              <div className="relative">
-                <BellIcon className="text-sidebar-foreground/80 size-4" />
-                {hasUnread && (
-                  <span className="absolute -right-1 -top-1 size-2 rounded-full bg-red-500" />
-                )}
-              </div>
-            </div>
-          )}
-        </SidebarMenuButton>
-      </DropdownMenuTrigger>
-      <DropdownMenuContent
-        align="end"
-        side="right"
-        sideOffset={8}
-        className="w-96 p-0"
-      >
-        <div className="flex items-center justify-between gap-2 border-b px-3 py-2">
-          <div className="flex items-center gap-2">
-            <BellIcon className="size-4" />
-            <span className="text-sm font-semibold">
-              {t.notifications.title}
-            </span>
-            {isFetching && !isLoading && (
-              <Loader2 className="text-muted-foreground size-3 animate-spin" />
-            )}
-          </div>
-          <Button
-            size="sm"
-            variant="ghost"
-            className="h-7 px-2 text-xs"
-            disabled={!hasUnread || markAllRead.isPending}
-            onClick={() => void handleMarkAllRead()}
-          >
-            <CheckCheckIcon className="mr-1 size-3.5" />
-            {t.notifications.markAllRead}
-          </Button>
-        </div>
-        <ScrollArea className="max-h-[60vh]">
-          {isLoading ? (
-            <div className="text-muted-foreground flex items-center justify-center gap-2 py-8 text-sm">
-              <Loader2 className="size-4 animate-spin" />
-              {t.common.loading}
-            </div>
-          ) : items.length === 0 ? (
-            <div className="text-muted-foreground py-10 text-center text-sm">
-              {t.notifications.empty}
-            </div>
-          ) : (
-            <ul className="divide-y">
-              {items.map((notification) => (
-                <li
-                  key={notification.id}
-                  className={cn(
-                    "group cursor-pointer px-3 py-2 transition-colors hover:bg-accent/40",
-                    !notification.read && "bg-blue-500/5",
-                  )}
-                  onClick={() => void handleClickItem(notification)}
-                >
-                  <div className="flex items-start gap-2">
-                    {!notification.read && (
-                      <span className="mt-1.5 size-2 shrink-0 rounded-full bg-blue-500" />
-                    )}
-                    <div className="min-w-0 flex-1">
-                      <div className="flex items-baseline justify-between gap-2">
-                        <p
-                          className={cn(
-                            "truncate text-sm",
-                            !notification.read && "font-medium",
-                          )}
-                          title={notification.title}
-                        >
-                          {notification.title || notification.type}
-                        </p>
-                        {notification.created_at && (
-                          <span className="text-muted-foreground shrink-0 text-[10px]">
-                            {formatTimeAgo(notification.created_at)}
-                          </span>
-                        )}
-                      </div>
-                      {notification.body && (
-                        <p className="text-muted-foreground line-clamp-2 text-xs">
-                          {notification.body}
-                        </p>
-                      )}
-                    </div>
-                    <Button
-                      size="icon"
-                      variant="ghost"
-                      className="text-muted-foreground hover:text-destructive size-6 shrink-0 opacity-0 group-hover:opacity-100"
-                      onClick={(event) => {
-                        event.stopPropagation();
-                        void handleDelete(notification);
-                      }}
-                      aria-label={t.notifications.deleteAria}
-                    >
-                      <Trash2Icon className="size-3" />
-                    </Button>
-                  </div>
-                </li>
-              ))}
-            </ul>
-          )}
-        </ScrollArea>
-      </DropdownMenuContent>
-    </DropdownMenu>
-  );
-}
diff --git a/frontend-web/src/components/workspace/notification-dialog.tsx b/frontend-web/src/components/workspace/notification-dialog.tsx
new file mode 100644
index 00000000..73d2c0db
--- /dev/null
+++ b/frontend-web/src/components/workspace/notification-dialog.tsx
@@ -0,0 +1,329 @@
+"use client";
+
+import {
+  BellIcon,
+  CheckCheckIcon,
+  ChevronLeftIcon,
+  Loader2,
+  SettingsIcon,
+  Trash2Icon,
+  XIcon,
+} from "lucide-react";
+import { useState } from "react";
+import { toast } from "sonner";
+
+import { Button } from "@/components/ui/button";
+import {
+  Dialog,
+  DialogClose,
+  DialogContent,
+  DialogTitle,
+} from "@/components/ui/dialog";
+import { ScrollArea } from "@/components/ui/scroll-area";
+import { Switch } from "@/components/ui/switch";
+import { useI18n } from "@/core/i18n/hooks";
+import { useNotification } from "@/core/notification/hooks";
+import {
+  useDeleteNotification,
+  useMarkAllNotificationsRead,
+  useMarkNotificationRead,
+  useNotifications,
+  useUnreadCount,
+} from "@/core/notifications";
+import type { NotificationItem } from "@/core/notifications";
+import { useLocalSettings } from "@/core/settings";
+import { formatTimeAgo } from "@/core/utils/datetime";
+import { cn } from "@/lib/utils";
+
+const BELL_LIMIT = 20;
+
+type NotificationView = "list" | "settings";
+
+export function NotificationDialog({
+  open,
+  onOpenChange,
+}: {
+  open: boolean;
+  onOpenChange: (open: boolean) => void;
+}) {
+  const { t } = useI18n();
+  const [view, setView] = useState<NotificationView>("list");
+
+  const {
+    data: notifications,
+    isLoading,
+    isFetching,
+  } = useNotifications({ limit: BELL_LIMIT });
+  const { data: unreadCount = 0 } = useUnreadCount();
+  const markRead = useMarkNotificationRead();
+  const markAllRead = useMarkAllNotificationsRead();
+  const removeNotification = useDeleteNotification();
+
+  const hasUnread = unreadCount > 0;
+  const items = notifications ?? [];
+
+  function handleOpenChange(next: boolean) {
+    onOpenChange(next);
+    // 关闭弹窗时回到列表视图,下次打开默认看到通知列表。
+    if (!next) setView("list");
+  }
+
+  async function handleClickItem(notification: NotificationItem) {
+    if (notification.read) return;
+    try {
+      await markRead.mutateAsync(notification.id);
+    } catch (err) {
+      toast.error(err instanceof Error ? err.message : String(err));
+    }
+  }
+
+  async function handleMarkAllRead() {
+    if (!hasUnread) return;
+    try {
+      await markAllRead.mutateAsync();
+    } catch (err) {
+      toast.error(err instanceof Error ? err.message : String(err));
+    }
+  }
+
+  async function handleDelete(notification: NotificationItem) {
+    try {
+      await removeNotification.mutateAsync(notification.id);
+    } catch (err) {
+      toast.error(err instanceof Error ? err.message : String(err));
+    }
+  }
+
+  return (
+    <Dialog open={open} onOpenChange={handleOpenChange}>
+      <DialogContent
+        showCloseButton={false}
+        className="flex max-h-[80vh] flex-col gap-0 overflow-hidden p-0 sm:max-w-xl"
+        aria-describedby={undefined}
+      >
+        {view === "list" ? (
+          <>
+            <div className="flex items-center justify-between gap-2 border-b px-3 py-3">
+              <div className="flex items-center gap-2">
+                <BellIcon className="size-4" />
+                <DialogTitle className="text-base font-semibold">
+                  {t.notifications.title}
+                </DialogTitle>
+                {isFetching && !isLoading && (
+                  <Loader2 className="text-muted-foreground size-3 animate-spin" />
+                )}
+              </div>
+              <div className="flex items-center gap-1">
+                <Button
+                  size="sm"
+                  variant="ghost"
+                  className="h-7 px-2 text-xs"
+                  disabled={!hasUnread || markAllRead.isPending}
+                  onClick={() => void handleMarkAllRead()}
+                >
+                  <CheckCheckIcon className="mr-1 size-3.5" />
+                  {t.notifications.markAllRead}
+                </Button>
+                <Button
+                  size="icon"
+                  variant="ghost"
+                  className="text-muted-foreground size-7"
+                  aria-label={t.notifications.settingsAria}
+                  onClick={() => setView("settings")}
+                >
+                  <SettingsIcon className="size-4" />
+                </Button>
+                <DialogClose asChild>
+                  <Button
+                    size="icon"
+                    variant="ghost"
+                    className="text-muted-foreground size-7"
+                    aria-label={t.common.close}
+                  >
+                    <XIcon className="size-4" />
+                  </Button>
+                </DialogClose>
+              </div>
+            </div>
+            <ScrollArea className="min-h-0 flex-1">
+              <div className="w-full px-3 py-3">
+                {isLoading ? (
+                  <div className="text-muted-foreground flex items-center justify-center gap-2 py-20 text-sm">
+                    <Loader2 className="size-4 animate-spin" />
+                    {t.common.loading}
+                  </div>
+                ) : items.length === 0 ? (
+                  <div className="flex flex-col items-center justify-center gap-3 py-24 text-center">
+                    <div className="bg-muted flex size-14 items-center justify-center rounded-full">
+                      <BellIcon className="text-muted-foreground size-6" />
+                    </div>
+                    <p className="text-muted-foreground text-sm">
+                      {t.notifications.empty}
+                    </p>
+                  </div>
+                ) : (
+                  <ul className="flex flex-col gap-2">
+                    {items.map((notification) => (
+                      <li
+                        key={notification.id}
+                        className={cn(
+                          "group cursor-pointer rounded-lg border px-4 py-3 transition-colors hover:bg-accent/50",
+                          !notification.read
+                            ? "border-blue-500/30 bg-blue-500/5"
+                            : "border-border",
+                        )}
+                        onClick={() => void handleClickItem(notification)}
+                      >
+                        <div className="flex items-start gap-3">
+                          <span
+                            className={cn(
+                              "mt-1.5 size-2 shrink-0 rounded-full",
+                              notification.read ? "bg-transparent" : "bg-blue-500",
+                            )}
+                          />
+                          <div className="min-w-0 flex-1">
+                            <div className="flex items-baseline justify-between gap-3">
+                              <p
+                                className={cn(
+                                  "truncate text-sm",
+                                  notification.read
+                                    ? "font-medium"
+                                    : "font-semibold",
+                                )}
+                                title={notification.title}
+                              >
+                                {notification.title || notification.type}
+                              </p>
+                              {notification.created_at && (
+                                <span className="text-muted-foreground shrink-0 text-xs">
+                                  {formatTimeAgo(notification.created_at)}
+                                </span>
+                              )}
+                            </div>
+                            {notification.body && (
+                              <p className="text-muted-foreground mt-1 line-clamp-2 text-xs leading-relaxed">
+                                {notification.body}
+                              </p>
+                            )}
+                          </div>
+                          <Button
+                            size="icon"
+                            variant="ghost"
+                            className="text-muted-foreground hover:text-destructive size-7 shrink-0 opacity-0 transition-opacity group-hover:opacity-100"
+                            onClick={(event) => {
+                              event.stopPropagation();
+                              void handleDelete(notification);
+                            }}
+                            aria-label={t.notifications.deleteAria}
+                          >
+                            <Trash2Icon className="size-3.5" />
+                          </Button>
+                        </div>
+                      </li>
+                    ))}
+                  </ul>
+                )}
+              </div>
+            </ScrollArea>
+          </>
+        ) : (
+          <NotificationSettingsView onBack={() => setView("list")} />
+        )}
+      </DialogContent>
+    </Dialog>
+  );
+}
+
+function NotificationSettingsView({ onBack }: { onBack: () => void }) {
+  const { t } = useI18n();
+  const { permission, isSupported, requestPermission, showNotification } =
+    useNotification();
+  const [settings, setSettings] = useLocalSettings();
+
+  const handleRequestPermission = async () => {
+    await requestPermission();
+  };
+
+  const handleTestNotification = () => {
+    showNotification(t.settings.notification.testTitle, {
+      body: t.settings.notification.testBody,
+    });
+  };
+
+  const handleEnableNotification = (enabled: boolean) => {
+    setSettings("notification", { enabled });
+  };
+
+  return (
+    <>
+      <div className="flex items-center justify-between gap-2 border-b px-3 py-3">
+        <div className="flex items-center gap-2">
+          <Button
+            size="icon"
+            variant="ghost"
+            className="text-muted-foreground size-7"
+            aria-label={t.notifications.backAria}
+            onClick={onBack}
+          >
+            <ChevronLeftIcon className="size-4" />
+          </Button>
+          <DialogTitle className="text-base font-semibold">
+            {t.notifications.settingsTitle}
+          </DialogTitle>
+        </div>
+        <DialogClose asChild>
+          <Button
+            size="icon"
+            variant="ghost"
+            className="text-muted-foreground size-7"
+            aria-label={t.common.close}
+          >
+            <XIcon className="size-4" />
+          </Button>
+        </DialogClose>
+      </div>
+      <div className="mx-auto flex w-full max-w-md flex-col gap-4 px-3 py-6">
+        {!isSupported ? (
+          <p className="text-muted-foreground text-sm">
+            {t.settings.notification.notSupported}
+          </p>
+        ) : (
+          <>
+            <div className="flex items-start justify-between gap-3">
+              <p className="text-muted-foreground text-sm">
+                {t.settings.notification.description}
+              </p>
+              <Switch
+                disabled={permission !== "granted"}
+                checked={
+                  permission === "granted" && settings.notification.enabled
+                }
+                onCheckedChange={handleEnableNotification}
+              />
+            </div>
+
+            {permission === "default" && (
+              <Button onClick={handleRequestPermission} variant="default">
+                <BellIcon className="mr-2 size-4" />
+                {t.settings.notification.requestPermission}
+              </Button>
+            )}
+
+            {permission === "denied" && (
+              <p className="text-muted-foreground rounded-md border border-amber-200 bg-amber-50 p-3 text-sm dark:border-amber-800 dark:bg-amber-950/50">
+                {t.settings.notification.deniedHint}
+              </p>
+            )}
+
+            {permission === "granted" && settings.notification.enabled && (
+              <Button onClick={handleTestNotification} variant="outline">
+                <BellIcon className="mr-2 size-4" />
+                {t.settings.notification.testButton}
+              </Button>
+            )}
+          </>
+        )}
+      </div>
+    </>
+  );
+}
diff --git a/frontend-web/src/components/workspace/settings/notification-settings-page.tsx b/frontend-web/src/components/workspace/settings/notification-settings-page.tsx
deleted file mode 100644
index 82b0cb8c..00000000
--- a/frontend-web/src/components/workspace/settings/notification-settings-page.tsx
+++ /dev/null
@@ -1,92 +0,0 @@
-"use client";
-
-import { BellIcon } from "lucide-react";
-
-import { Button } from "@/components/ui/button";
-import { Switch } from "@/components/ui/switch";
-import { useI18n } from "@/core/i18n/hooks";
-import { useNotification } from "@/core/notification/hooks";
-import { useLocalSettings } from "@/core/settings";
-
-import { SettingsSection } from "./settings-section";
-
-export function NotificationSettingsPage() {
-  const { t } = useI18n();
-  const { permission, isSupported, requestPermission, showNotification } =
-    useNotification();
-
-  const [settings, setSettings] = useLocalSettings();
-
-  const handleRequestPermission = async () => {
-    await requestPermission();
-  };
-
-  const handleTestNotification = () => {
-    showNotification(t.settings.notification.testTitle, {
-      body: t.settings.notification.testBody,
-    });
-  };
-
-  const handleEnableNotification = async (enabled: boolean) => {
-    setSettings("notification", {
-      enabled,
-    });
-  };
-
-  if (!isSupported) {
-    return (
-      <SettingsSection
-        title={t.settings.notification.title}
-        description={t.settings.notification.description}
-      >
-        <p className="text-muted-foreground text-sm">
-          {t.settings.notification.notSupported}
-        </p>
-      </SettingsSection>
-    );
-  }
-
-  return (
-    <SettingsSection
-      title={t.settings.notification.title}
-      description={
-        <div className="flex items-center gap-2">
-          <div>{t.settings.notification.description}</div>
-          <div>
-            <Switch
-              disabled={permission !== "granted"}
-              checked={
-                permission === "granted" && settings.notification.enabled
-              }
-              onCheckedChange={handleEnableNotification}
-            />
-          </div>
-        </div>
-      }
-    >
-      <div className="flex flex-col gap-4">
-        {permission === "default" && (
-          <Button onClick={handleRequestPermission} variant="default">
-            <BellIcon className="mr-2 size-4" />
-            {t.settings.notification.requestPermission}
-          </Button>
-        )}
-
-        {permission === "denied" && (
-          <p className="text-muted-foreground rounded-md border border-amber-200 bg-amber-50 p-3 text-sm dark:border-amber-800 dark:bg-amber-950/50">
-            {t.settings.notification.deniedHint}
-          </p>
-        )}
-
-        {permission === "granted" && settings.notification.enabled && (
-          <div className="flex flex-col gap-4">
-            <Button onClick={handleTestNotification} variant="outline">
-              <BellIcon className="mr-2 size-4" />
-              {t.settings.notification.testButton}
-            </Button>
-          </div>
-        )}
-      </div>
-    </SettingsSection>
-  );
-}
diff --git a/frontend-web/src/components/workspace/settings/settings-dialog.tsx b/frontend-web/src/components/workspace/settings/settings-dialog.tsx
index 1c306e9b..ec51a71c 100644
--- a/frontend-web/src/components/workspace/settings/settings-dialog.tsx
+++ b/frontend-web/src/components/workspace/settings/settings-dialog.tsx
@@ -1,13 +1,6 @@
 "use client";
 
-import {
-  BellIcon,
-  BrainIcon,
-  PaletteIcon,
-  SparklesIcon,
-  UserIcon,
-  WrenchIcon,
-} from "lucide-react";
+import { BrainIcon, PaletteIcon, UserIcon, WrenchIcon } from "lucide-react";
 import { useEffect, useMemo, useState } from "react";
 
 import {
@@ -21,8 +14,6 @@ import { AboutSettingsPage } from "@/components/workspace/settings/about-setting
 import { AccountSettingsPage } from "@/components/workspace/settings/account-settings-page";
 import { AppearanceSettingsPage } from "@/components/workspace/settings/appearance-settings-page";
 import { MemorySettingsPage } from "@/components/workspace/settings/memory-settings-page";
-import { NotificationSettingsPage } from "@/components/workspace/settings/notification-settings-page";
-import { SkillSettingsPage } from "@/components/workspace/settings/skill-settings-page";
 import { ToolSettingsPage } from "@/components/workspace/settings/tool-settings-page";
 import { useI18n } from "@/core/i18n/hooks";
 import { cn } from "@/lib/utils";
@@ -32,8 +23,6 @@ type SettingsSection =
   | "appearance"
   | "memory"
   | "tools"
-  | "skills"
-  | "notification"
   | "about";
 
 type SettingsDialogProps = React.ComponentProps<typeof Dialog> & {
@@ -61,18 +50,12 @@ export function SettingsDialog(props: SettingsDialogProps) {
         label: t.settings.sections.appearance,
         icon: PaletteIcon,
       },
-      {
-        id: "notification",
-        label: t.settings.sections.notification,
-        icon: BellIcon,
-      },
       {
         id: "memory",
         label: t.settings.sections.memory,
         icon: BrainIcon,
       },
       { id: "tools", label: t.settings.sections.tools, icon: WrenchIcon },
-      { id: "skills", label: t.settings.sections.skills, icon: SparklesIcon },
       {
         id: "account",
         label: "个人信息",
@@ -84,8 +67,6 @@ export function SettingsDialog(props: SettingsDialogProps) {
       t.settings.sections.appearance,
       t.settings.sections.memory,
       t.settings.sections.tools,
-      t.settings.sections.skills,
-      t.settings.sections.notification,
       t.settings.sections.about,
     ],
   );
@@ -135,8 +116,6 @@ export function SettingsDialog(props: SettingsDialogProps) {
               {activeSection === "appearance" && <AppearanceSettingsPage />}
               {activeSection === "memory" && <MemorySettingsPage />}
               {activeSection === "tools" && <ToolSettingsPage />}
-              {activeSection === "notification" && <NotificationSettingsPage />}
-              {activeSection === "skills" && <SkillSettingsPage />}
               {activeSection === "about" && <AboutSettingsPage />}
             </div>
           </ScrollArea>
diff --git a/frontend-web/src/components/workspace/settings/skill-settings-page.tsx b/frontend-web/src/components/workspace/settings/skill-settings-page.tsx
index 0b2eb366..b5b5056a 100644
--- a/frontend-web/src/components/workspace/settings/skill-settings-page.tsx
+++ b/frontend-web/src/components/workspace/settings/skill-settings-page.tsx
@@ -58,6 +58,7 @@ import {
   useInstallSkillUpload,
   useSetSkillPinned,
   useSetSkillPublished,
+  useSkillContent,
   useSkills,
   useValidateSkillUpload,
 } from "@/core/skills/hooks";
@@ -83,7 +84,7 @@ export function SkillSettingsPage({ onClose }: { onClose?: () => void } = {}) {
 function SkillSettingsList({ onClose }: { onClose?: () => void }) {
   const { t } = useI18n();
   const router = useRouter();
-  const [filter, setFilter] = useState<string>("all");
+  const [filter, setFilter] = useState<string>("mine");
   const [installOpen, setInstallOpen] = useState(false);
   const [staleSheetOpen, setStaleSheetOpen] = useState(false);
   const [archiveSheetOpen, setArchiveSheetOpen] = useState(false);
@@ -96,9 +97,9 @@ function SkillSettingsList({ onClose }: { onClose?: () => void }) {
   const currentUserId = storedAuth?.user_id ?? null;
   const isAdmin = storedAuth?.system_role === "admin";
 
-  // Visible-to-me skills, classified into the three buckets the UI cares about.
-  // "All" = built-in + anyone-published-custom + mine (active state only).
-  // "Mine" = strictly my own custom skills (active state only).
+  // 把可见技能分类成 UI 关心的几个桶。
+  // "All" = 内置 + 已发布的技能（仅 active 状态);自己的技能也要自己发布了才出现。
+  // "Mine" = 严格属于我自己的自定义技能（仅 active 状态)。
   const { activeAll, activeMine, staleVisible, archivedVisible } = useMemo(() => {
     const all: Skill[] = [];
     const mine: Skill[] = [];
@@ -110,8 +111,6 @@ function SkillSettingsList({ onClose }: { onClose?: () => void }) {
       const isOwnedByMe =
         isCustom && !!skill.owner_user_id && skill.owner_user_id === currentUserId;
       const isBuiltin = skill.builtin ?? !skill.owner_user_id;
-      const isPublishedByOthers =
-        isCustom && !isOwnedByMe && !isBuiltin && !!skill.published;
 
       if (state === "stale") {
         stale.push(skill);
@@ -122,7 +121,7 @@ function SkillSettingsList({ onClose }: { onClose?: () => void }) {
         continue;
       }
       // state === active
-      if (!isCustom || isBuiltin || isOwnedByMe || isPublishedByOthers) {
+      if (isBuiltin || !!skill.published) {
         all.push(skill);
       }
       if (isOwnedByMe) {
@@ -151,8 +150,8 @@ function SkillSettingsList({ onClose }: { onClose?: () => void }) {
         <div className="flex flex-wrap items-center gap-2">
           <Tabs value={filter} onValueChange={setFilter}>
             <TabsList variant="line">
-              <TabsTrigger value="all">{t.settings.skills.tabAll}</TabsTrigger>
               <TabsTrigger value="mine">{t.settings.skills.tabMine}</TabsTrigger>
+              <TabsTrigger value="all">{t.settings.skills.tabAll}</TabsTrigger>
             </TabsList>
           </Tabs>
           <Button
@@ -266,6 +265,7 @@ function SkillRow({
   const deleteSkill = useDeleteCustomSkill();
   const [confirmDeleteOpen, setConfirmDeleteOpen] = useState(false);
   const [tagPickerOpen, setTagPickerOpen] = useState(false);
+  const [detailOpen, setDetailOpen] = useState(false);
 
   const isCustom = skill.category === "custom";
   // Built-in flag falls back to "no DB owner" so legacy responses without
@@ -316,7 +316,10 @@ function SkillRow({
   return (
     <>
       <Item className="w-full" variant="outline">
-        <ItemContent>
+        <ItemContent
+          className="cursor-pointer"
+          onClick={() => setDetailOpen(true)}
+        >
           <ItemTitle>
             <div className="flex flex-wrap items-center gap-2">
               <span>{skill.name}</span>
@@ -504,10 +507,55 @@ function SkillRow({
           currentTags={skill.tags ?? []}
         />
       )}
+      <SkillDetailDialog
+        skill={skill}
+        open={detailOpen}
+        onOpenChange={setDetailOpen}
+      />
     </>
   );
 }
 
+function SkillDetailDialog({
+  skill,
+  open,
+  onOpenChange,
+}: {
+  skill: Skill;
+  open: boolean;
+  onOpenChange: (open: boolean) => void;
+}) {
+  const { t } = useI18n();
+  const { data, isLoading, error } = useSkillContent(open ? skill.name : null);
+
+  return (
+    <Dialog open={open} onOpenChange={onOpenChange}>
+      <DialogContent className="flex max-h-[80vh] flex-col gap-3 sm:max-w-2xl">
+        <DialogHeader>
+          <DialogTitle>{skill.name}</DialogTitle>
+          <DialogDescription>{skill.description}</DialogDescription>
+        </DialogHeader>
+        <div className="bg-muted/40 min-h-0 flex-1 overflow-auto rounded-md border">
+          {isLoading ? (
+            <div className="text-muted-foreground flex items-center justify-center gap-2 py-16 text-sm">
+              <Loader2 className="size-4 animate-spin" />
+              {t.common.loading}
+            </div>
+          ) : error ? (
+            <div className="text-destructive p-4 text-sm">
+              {error instanceof Error ? error.message : String(error)}
+            </div>
+          ) : (
+            <pre className="text-foreground/90 whitespace-pre-wrap wrap-break-word p-4 font-mono text-xs leading-relaxed">
+              {data?.content}
+            </pre>
+          )}
+        </div>
+      </DialogContent>
+    </Dialog>
+  );
+}
+
 function EmptySkill({ onCreateSkill }: { onCreateSkill: () => void }) {
   const { t } = useI18n();
   return (
diff --git a/frontend-web/src/components/workspace/workspace-nav-menu.tsx b/frontend-web/src/components/workspace/workspace-nav-menu.tsx
index 36324b7d..d41c0f3b 100644
--- a/frontend-web/src/components/workspace/workspace-nav-menu.tsx
+++ b/frontend-web/src/components/workspace/workspace-nav-menu.tsx
@@ -1,6 +1,7 @@
 "use client";
 
 import {
+  BellIcon,
   ChevronsUpDown,
   GaugeIcon,
   MessageSquareCodeIcon,
@@ -27,8 +28,9 @@ import {
 } from "@/components/ui/sidebar";
 import { getStoredAuth } from "@/core/auth";
 import { useI18n } from "@/core/i18n/hooks";
+import { useUnreadCount } from "@/core/notifications";
 
-import { NotificationBell } from "./notification-bell";
+import { NotificationDialog } from "./notification-dialog";
 import { useNavigate } from "react-router-dom";
 
 import { SettingsDialog } from "./settings";
@@ -58,11 +60,13 @@ export function WorkspaceNavMenu() {
   const isAdmin = getStoredAuth()?.system_role === "admin";
   const [settingsOpen, setSettingsOpen] = useState(false);
   const [settingsDefaultSection, setSettingsDefaultSection] = useState<
-    "appearance" | "memory" | "tools" | "notification" | "about"
+    "appearance" | "memory" | "tools" | "about"
   >("appearance");
+  const [notificationOpen, setNotificationOpen] = useState(false);
   const [mounted, setMounted] = useState(false);
   const { open: isSidebarOpen } = useSidebar();
   const { t } = useI18n();
+  const { data: unreadCount = 0 } = useUnreadCount();
 
   useEffect(() => {
     setMounted(true);
@@ -75,10 +79,11 @@ export function WorkspaceNavMenu() {
         onOpenChange={setSettingsOpen}
         defaultSection={settingsDefaultSection}
       />
+      <NotificationDialog
+        open={notificationOpen}
+        onOpenChange={setNotificationOpen}
+      />
       <SidebarMenu className="w-full">
-        <SidebarMenuItem>
-          <NotificationBell />
-        </SidebarMenuItem>
         <SidebarMenuItem>
           {mounted ? (
             <DropdownMenu>
@@ -96,6 +101,15 @@ export function WorkspaceNavMenu() {
                 sideOffset={4}
               >
                 <DropdownMenuGroup>
+                  <DropdownMenuItem onClick={() => setNotificationOpen(true)}>
+                    <BellIcon />
+                    {t.notifications.title}
+                    {unreadCount > 0 && (
+                      <span className="ml-auto flex h-4 min-w-4 items-center justify-center rounded-full bg-red-500 px-1 text-[10px] font-medium leading-none text-white">
+                        {unreadCount > 99 ? "99+" : unreadCount}
+                      </span>
+                    )}
+                  </DropdownMenuItem>
                   <DropdownMenuItem
                     onClick={() => {
                       setSettingsDefaultSection("appearance");
diff --git a/frontend-web/src/core/i18n/locales/en-US.ts b/frontend-web/src/core/i18n/locales/en-US.ts
index c34f68b7..7fa20674 100644
--- a/frontend-web/src/core/i18n/locales/en-US.ts
+++ b/frontend-web/src/core/i18n/locales/en-US.ts
@@ -177,10 +177,10 @@ export const enUS: Translations = {
 
   // Agents
   agents: {
-    title: "Agents",
+    title: "Experts",
     description:
-      "Create and manage custom agents with specialized prompts and capabilities.",
-    newAgent: "New Agent",
+      "Create and manage custom experts with specialized prompts and capabilities.",
+    newAgent: "New Expert",
     emptyTitle: "No custom agents yet",
     emptyDescription:
       "Create your first custom agent with a specialized system prompt.",
@@ -456,7 +456,7 @@ export const enUS: Translations = {
       badgeSourceAgentTitle: "Auto-generated by an agent during a conversation",
       badgeSourceUpload: "Uploaded",
       badgeSourceUploadTitle: "Manually uploaded or edited by a user",
-      tabAll: "All",
+      tabAll: "Square",
       tabMine: "Mine",
       entryStale: "Stale {count}",
       entryArchived: "Archived {count}",
@@ -666,5 +666,8 @@ export const enUS: Translations = {
     markAllRead: "Mark all read",
     empty: "No notifications",
     deleteAria: "Delete notification",
+    settingsAria: "Notification settings",
+    backAria: "Back",
+    settingsTitle: "Notification settings",
   },
 };
diff --git a/frontend-web/src/core/i18n/locales/types.ts b/frontend-web/src/core/i18n/locales/types.ts
index 8f6439b9..a2f1455c 100644
--- a/frontend-web/src/core/i18n/locales/types.ts
+++ b/frontend-web/src/core/i18n/locales/types.ts
@@ -7,6 +7,9 @@ export interface NotificationsTranslations {
   markAllRead: string;
   empty: string;
   deleteAria: string;
+  settingsAria: string;
+  backAria: string;
+  settingsTitle: string;
 }
 
 export interface Translations {
diff --git a/frontend-web/src/core/i18n/locales/zh-CN.ts b/frontend-web/src/core/i18n/locales/zh-CN.ts
index 48f60e8e..19125dd6 100644
--- a/frontend-web/src/core/i18n/locales/zh-CN.ts
+++ b/frontend-web/src/core/i18n/locales/zh-CN.ts
@@ -1,4 +1,4 @@
-import {
+import {
   CompassIcon,
   GraduationCapIcon,
   ImageIcon,
@@ -89,7 +89,7 @@ export const zhCN: Translations = {
     reasoningModeDescription: "思考后再行动，在时间与准确性之间取得平衡",
     proMode: "专业问答",
     proModeDescription: "思考、计划再执行，获得更精准的结果，可能需要更多时间",
-    ultraMode: "多智能体问答",
+    ultraMode: "多专家问答",
     ultraModeDescription:
       "继承自专业问答模式，可调用子代理分工协作，适合复杂多步骤任务，能力最强",
     reasoningEffort: "推理深度",
@@ -165,47 +165,47 @@ export const zhCN: Translations = {
     chats: "对话",
     recentChats: "最近的对话",
     demoChats: "演示对话",
-    agents: "智能体",
+    agents: "专家",
     users: "用户管理",
   },
 
   // Agents
   agents: {
-    title: "智能体",
-    description: "创建和管理具有专属 Prompt 与能力的自定义智能体。",
-    newAgent: "新建智能体",
-    emptyTitle: "还没有自定义智能体",
-    emptyDescription: "创建你的第一个自定义智能体，设置专属系统提示词。",
+    title: "专家",
+    description: "创建和管理具有专属 Prompt 与能力的自定义专家。",
+    newAgent: "新建专家",
+    emptyTitle: "还没有自定义专家",
+    emptyDescription: "创建你的第一个自定义专家，设置专属系统提示词。",
     chat: "对话",
     delete: "删除",
-    deleteConfirm: "确定要删除该智能体吗？此操作不可撤销。",
-    deleteSuccess: "智能体已删除",
+    deleteConfirm: "确定要删除该专家吗？此操作不可撤销。",
+    deleteSuccess: "专家已删除",
     newChat: "新对话",
-    createPageTitle: "设计你的智能体",
-    createPageSubtitle: "描述你想要的智能体，我来帮你通过对话创建。",
-    nameStepTitle: "给新智能体起个名字",
+    createPageTitle: "设计你的专家",
+    createPageSubtitle: "描述你想要的专家，我来帮你通过对话创建。",
+    nameStepTitle: "给新专家起个名字",
     nameStepHint:
       "只允许字母、数字和连字符，存储时自动转为小写（例如 code-reviewer）",
     nameStepPlaceholder: "例如 code-reviewer",
     nameStepContinue: "继续",
     nameStepInvalidError: "名称无效，只允许字母、数字和连字符",
-    nameStepAlreadyExistsError: "已存在同名智能体",
+    nameStepAlreadyExistsError: "已存在同名专家",
     nameStepNetworkError: "网络请求失败，请检查网络或后端连接",
     nameStepCheckError: "无法验证名称可用性，请稍后重试",
     nameStepBootstrapMessage:
-      "新智能体的名称是 {name}，现在开始为它生成 **SOUL**。",
-    save: "保存智能体",
-    saving: "正在保存智能体...",
+      "新专家的名称是 {name}，现在开始为它生成 **SOUL**。",
+    save: "保存专家",
+    saving: "正在保存专家...",
     saveRequested:
-      "已提交保存请求，CM 助手 正在根据当前对话生成并保存初版智能体。",
+      "已提交保存请求，CM 助手 正在根据当前对话生成并保存初版专家。",
     saveHint:
-      "你可以在右上角的菜单里随时保存这个智能体，就算目前还只是初稿也可以。",
+      "你可以在右上角的菜单里随时保存这个专家，就算目前还只是初稿也可以。",
     saveCommandMessage:
-      "请现在根据我们目前已经讨论的全部内容保存这个自定义智能体。这就是我明确的保存确认。如果仍有少量细节缺失，请根据上下文做出合理假设，生成一份简洁的英文初始 SOUL.md，并直接调用 setup_agent，不要再向我索要额外确认。",
+      "请现在根据我们目前已经讨论的全部内容保存这个自定义专家。这就是我明确的保存确认。如果仍有少量细节缺失，请根据上下文做出合理假设，生成一份简洁的英文初始 SOUL.md，并直接调用 setup_agent，不要再向我索要额外确认。",
     agentCreatedPendingRefresh:
-      "智能体已创建，但 CM 助手 暂时还无法读取到它。请稍后刷新当前页面。",
+      "专家已创建，但 CM 助手 暂时还无法读取到它。请稍后刷新当前页面。",
     more: "更多操作",
-    agentCreated: "智能体已创建！",
+    agentCreated: "专家已创建！",
     startChatting: "开始对话",
     backToGallery: "返回 Gallery",
   },
@@ -437,7 +437,7 @@ export const zhCN: Translations = {
       badgeSourceAgentTitle: "在对话中由 Agent 自动生成",
       badgeSourceUpload: "用户上传",
       badgeSourceUploadTitle: "由用户手动上传或编辑",
-      tabAll: "全部",
+      tabAll: "广场",
       tabMine: "我的",
       entryStale: "过时 {count}",
       entryArchived: "归档 {count}",
@@ -583,12 +583,12 @@ export const zhCN: Translations = {
 
   adminUsers: {
     title: "用户管理",
-    description: "查看所有注册用户及其关联的技能和智能体数量。",
+    description: "查看所有注册用户及其关联的技能和专家数量。",
     email: "邮箱",
     role: "角色",
     userId: "用户 ID",
     skillCount: "技能数",
-    agentCount: "智能体数",
+    agentCount: "专家数",
     roleAdmin: "管理员",
     roleUser: "普通用户",
     empty: "暂无用户",
@@ -635,5 +635,8 @@ export const zhCN: Translations = {
     markAllRead: "全部已读",
     empty: "暂无通知",
     deleteAria: "删除通知",
+    settingsAria: "通知设置",
+    backAria: "返回",
+    settingsTitle: "通知设置",
   },
 };
diff --git a/frontend-web/src/core/skills/api.ts b/frontend-web/src/core/skills/api.ts
index b53ea241..7b3e91a4 100644
--- a/frontend-web/src/core/skills/api.ts
+++ b/frontend-web/src/core/skills/api.ts
@@ -185,6 +185,24 @@ export async function setSkillPinned(
   return response.json() as Promise<Skill>;
 }
 
+export interface SkillContentResponse {
+  name: string;
+  category: string;
+  content: string;
+}
+
+export async function getSkillContent(
+  skillName: string,
+): Promise<SkillContentResponse> {
+  const response = await apiFetch(
+    `${getBackendBaseURL()}/api/skills/${encodeURIComponent(skillName)}/content`,
+  );
+  if (!response.ok) {
+    throw await parseDetailedError(response, "Failed to load skill content");
+  }
+  return response.json() as Promise<SkillContentResponse>;
+}
+
 export async function deleteCustomSkill(skillName: string): Promise<void> {
   const response = await apiFetch(
     `${getBackendBaseURL()}/api/skills/custom/${encodeURIComponent(skillName)}`,
diff --git a/frontend-web/src/core/skills/hooks.ts b/frontend-web/src/core/skills/hooks.ts
index b6ac9f1c..15fc4d1a 100644
--- a/frontend-web/src/core/skills/hooks.ts
+++ b/frontend-web/src/core/skills/hooks.ts
@@ -8,6 +8,7 @@ import {
 import {
   deleteCustomSkill,
   enableSkill,
+  getSkillContent,
   installSkillUpload,
   setSkillPinned,
   setSkillPublished,
@@ -29,6 +30,14 @@ export function useSkills(params: { search?: string; tagId?: string | null } = {
   return { skills: data ?? [], isLoading, error };
 }
 
+export function useSkillContent(skillName: string | null) {
+  return useQuery({
+    queryKey: ["skill-content", skillName],
+    queryFn: () => getSkillContent(skillName!),
+    enabled: !!skillName,
+  });
+}
+
 export function useEnableSkill() {
   const queryClient = useQueryClient();
   return useMutation({
diff --git a/offline-backend-20260512/backend/app/gateway/routers/skills.py b/offline-backend-20260512/backend/app/gateway/routers/skills.py
index 84249576..d80ac26f 100644
--- a/offline-backend-20260512/backend/app/gateway/routers/skills.py
+++ b/offline-backend-20260512/backend/app/gateway/routers/skills.py
@@ -845,6 +845,36 @@ async def get_skill(skill_name: str, config: AppConfig = Depends(get_config)) ->
         raise HTTPException(status_code=500, detail=f"Failed to get skill: {str(e)}")
 
 
+class SkillContentResponse(BaseModel):
+    """SKILL.md 原文内容,适用于公共和自定义技能。"""
+
+    name: str
+    category: SkillCategory
+    content: str
+
+
+@router.get(
+    "/skills/{skill_name}/content",
+    response_model=SkillContentResponse,
+    summary="Get Skill Markdown Content",
+    description="Retrieve the raw SKILL.md content of a specific skill (public or custom).",
+)
+async def get_skill_content(skill_name: str, config: AppConfig = Depends(get_config)) -> SkillContentResponse:
+    try:
+        skill_name = skill_name.replace("\r\n", "").replace("\n", "")
+        skills = get_or_new_skill_storage(app_config=config).load_skills(enabled_only=False)
+        skill = next((s for s in skills if s.name == skill_name), None)
+        if skill is None:
+            raise HTTPException(status_code=404, detail=f"Skill '{skill_name}' not found")
+        content = skill.skill_file.read_text(encoding="utf-8")
+        return SkillContentResponse(name=skill.name, category=skill.category, content=content)
+    except HTTPException:
+        raise
+    except Exception as e:
+        logger.error("Failed to get skill content %s: %s", skill_name, e, exc_info=True)
+        raise HTTPException(status_code=500, detail=f"Failed to get skill content: {str(e)}")
+
+
 @router.put(
     "/skills/{skill_name}",
     response_model=SkillResponse,