feat(skills/notifications): 多租户阶段 4 — 测试 + 前端

后端：
tests/test_skills_multitenancy.py（12 个用例，全部通过）
- SkillStore: 可见性 / 全局重名拒绝 / owner-only update+delete /
  admin override / ensure_legacy 仅补 NULL owner
- 路由助手 _get_editable_skill_or_raise / _get_owned_skill_or_raise
  的 owner / admin / 403 / 404 分流
- cascade_skill_unpublished_or_deleted：
  · unpublish 同时扫两个用户的 agent，剥掉 skill；自己改自己不发
    通知，其他人收 agent_skill_removed
  · admin_takedown 额外给 skill owner 发 skill_taken_down
- NotificationStore CRUD + unread_count + 跨用户隔离
- 同步版 apply_automatic_transitions 用户隔离：A 跑 curator 不
  动 B 的 skill；curator_log per-user 分桶

前端 — core/notifications/{types,api,hooks,index}.ts
- 类型对齐 routers/notifications.py 的 NotificationItem
- listNotifications / getUnreadCount / markRead / markAllRead /
  deleteNotification
- useNotifications / useUnreadCount(refetchInterval=30s) / mutation 钩子

前端 — components/workspace/notification-bell.tsx
- 顶部铃铛图标 + 未读红点（>99 显示 99+）
- 复用 DropdownMenu 作为弹层（项目暂无 Popover 原语）
- 列表项：未读蓝点 + 标题 + body + 相对时间，悬停露出删除按钮
- 标记单条已读 / 全部已读 / 删除
- 接入 workspace-nav-menu.tsx，作为 SidebarMenuItem 放在设置入口上方

前端 — Skill 多租户字段
- core/skills/type.ts 加 owner_user_id / published / builtin
- core/skills/api.ts 加 setSkillPublished + deleteCustomSkill
- core/skills/hooks.ts 加 useSetSkillPublished + useDeleteCustomSkill

前端 — settings/skill-settings-page.tsx
- 抽出 SkillRow 子组件，每项渲染 owner badge（内置/我的/来自他人/
  已发布），样式抄自 agent-card.tsx 的 isBuiltin/isOwned/isFromOthers
- canManage = isOwned || isAdmin；canTogglePublish 同上但排除内置
- 发布/取消发布按钮（Eye / EyeOff），调用 setSkillPublished
- 删除按钮 + 二次确认 Dialog，调用 deleteCustomSkill
- 启用开关保持原样

前端 — i18n
- types.ts: 新增 NotificationsTranslations + Translations.notifications；
  settings.skills 加 badgeBuiltin/badgeMine/badgeFromOthers(+Title) /
  badgePublished(+Title) / publishAction / unpublishAction /
  publishSuccess / unpublishSuccess / deleteAction / deleteConfirm /
  deleteSuccess
- zh-CN.ts / en-US.ts 同步补齐对应文案

验证
- PYTHONPATH=. uv run pytest tests/test_skills_multitenancy.py -v →
  12 passed in 2.08s
- 与现有 test_agents_backend / test_skill_evolution_runtime /
  test_skills_install_upload 并行跑：41 通过 + 1 个 pre-existing 失败
  (test_validate_rejects_missing_skill_md 期望 "SKILL.md" 但收到
  "Skill archive is empty"，与本期改动无关)
- pnpm typecheck：本次新增/修改的文件零新增错误；剩余报错全部为
  pre-existing 的 next/link、next/navigation 别名声明缺失、
  workspace-nav-menu.tsx 的 SettingsSection 类型不匹配、nextra
  缺失、markdown-docx 第三方库等

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>

frontend-web/src/components/workspace/notification-bell.tsx

@@ -0,0 +1,212 @@
+"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>
+  );
+}

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

@@ -1,6 +1,17 @@
 "use client";
 
-import { AlertCircle, CheckCircle2, FileArchive, Loader2, SparklesIcon, TrendingUpIcon, Upload } from "lucide-react";
+import {
+  AlertCircle,
+  CheckCircle2,
+  EyeIcon,
+  EyeOffIcon,
+  FileArchive,
+  Loader2,
+  SparklesIcon,
+  Trash2Icon,
+  TrendingUpIcon,
+  Upload,
+} from "lucide-react";
 import { useRouter } from "next/navigation";
 import { useCallback, useMemo, useRef, useState } from "react";
 import { toast } from "sonner";
@@ -10,6 +21,7 @@ import { Button } from "@/components/ui/button";
 import {
   Dialog,
   DialogContent,
+  DialogDescription,
   DialogFooter,
   DialogHeader,
   DialogTitle,
@@ -31,11 +43,14 @@ import {
 } from "@/components/ui/item";
 import { Switch } from "@/components/ui/switch";
 import { Tabs, TabsList, TabsTrigger } from "@/components/ui/tabs";
+import { getStoredAuth } from "@/core/auth";
 import { useI18n } from "@/core/i18n/hooks";
 import type { ValidateSkillUploadResponse } from "@/core/skills/api";
 import {
+  useDeleteCustomSkill,
   useEnableSkill,
   useInstallSkillUpload,
+  useSetSkillPublished,
   useSkills,
   useValidateSkillUpload,
 } from "@/core/skills/hooks";
@@ -80,6 +95,11 @@ function SkillSettingsList({
     () => skills.filter((skill) => skill.category === filter),
     [skills, filter],
   );
+
+  const storedAuth = useMemo(() => getStoredAuth(), []);
+  const currentUserId = storedAuth?.user_id ?? null;
+  const isAdmin = storedAuth?.system_role === "admin";
+
   const handleCreateSkill = () => {
     onClose?.();
     router.push("/?mode=skill");
@@ -127,25 +147,15 @@ function SkillSettingsList({
       )}
       {filteredSkills.length > 0 &&
         filteredSkills.map((skill) => (
-          <Item className="w-full" variant="outline" key={skill.name}>
+          <SkillRow
-            <ItemContent>
+            key={skill.name}
-              <ItemTitle>
+            skill={skill}
-                <div className="flex items-center gap-2">{skill.name}</div>
+            currentUserId={currentUserId}
-              </ItemTitle>
+            isAdmin={isAdmin}
-              <ItemDescription className="line-clamp-4">
+            onToggleEnabled={(enabled) =>
-                {skill.description}
+              enableSkill({ skillName: skill.name, enabled })
-              </ItemDescription>
+            }
-            </ItemContent>
+          />
-            <ItemActions>
-              <Switch
-                checked={skill.enabled}
-                disabled={env.NEXT_PUBLIC_STATIC_WEBSITE_ONLY === "true"}
-                onCheckedChange={(checked) =>
-                  enableSkill({ skillName: skill.name, enabled: checked })
-                }
-              />
-            </ItemActions>
-          </Item>
         ))}
       <InstallSkillDialog
         open={installOpen}
@@ -155,6 +165,176 @@ function SkillSettingsList({
   );
 }
 
+function SkillRow({
+  skill,
+  currentUserId,
+  isAdmin,
+  onToggleEnabled,
+}: {
+  skill: Skill;
+  currentUserId: string | null;
+  isAdmin: boolean;
+  onToggleEnabled: (enabled: boolean) => void;
+}) {
+  const { t } = useI18n();
+  const setPublished = useSetSkillPublished();
+  const deleteSkill = useDeleteCustomSkill();
+  const [confirmDeleteOpen, setConfirmDeleteOpen] = useState(false);
+
+  const isCustom = skill.category === "custom";
+  // Built-in flag falls back to "no DB owner" so legacy responses without
+  // the multitenancy fields still classify public skills correctly.
+  const isBuiltin = skill.builtin ?? !skill.owner_user_id;
+  const isOwned =
+    isCustom && !isBuiltin && !!skill.owner_user_id && skill.owner_user_id === currentUserId;
+  const isFromOthers = isCustom && !isBuiltin && !isOwned;
+  // Admin can edit/delete/unpublish anyone's skill; non-admin only their own.
+  const canManage = isCustom && (isOwned || isAdmin);
+  const canTogglePublish = canManage && !isBuiltin;
+
+  async function handleTogglePublished(next: boolean) {
+    try {
+      await setPublished.mutateAsync({ skillName: skill.name, published: next });
+      toast.success(
+        next
+          ? t.settings.skills.publishSuccess
+          : t.settings.skills.unpublishSuccess,
+      );
+    } catch (err) {
+      toast.error(err instanceof Error ? err.message : String(err));
+    }
+  }
+
+  async function handleDelete() {
+    try {
+      await deleteSkill.mutateAsync(skill.name);
+      toast.success(t.settings.skills.deleteSuccess);
+      setConfirmDeleteOpen(false);
+    } catch (err) {
+      toast.error(err instanceof Error ? err.message : String(err));
+    }
+  }
+
+  return (
+    <>
+      <Item className="w-full" variant="outline">
+        <ItemContent>
+          <ItemTitle>
+            <div className="flex flex-wrap items-center gap-2">
+              <span>{skill.name}</span>
+              {isBuiltin && isCustom && (
+                <Badge variant="secondary" className="text-xs">
+                  {t.settings.skills.badgeBuiltin}
+                </Badge>
+              )}
+              {isOwned && (
+                <Badge
+                  variant="default"
+                  className="bg-emerald-500/15 text-emerald-700 hover:bg-emerald-500/15 dark:text-emerald-300 text-xs"
+                >
+                  {t.settings.skills.badgeMine}
+                </Badge>
+              )}
+              {isFromOthers && (
+                <Badge
+                  variant="outline"
+                  className="border-blue-500/30 text-blue-700 dark:text-blue-300 text-xs"
+                  title={
+                    skill.owner_user_id
+                      ? t.settings.skills.badgeFromOthersTitle.replace(
+                          "{user_id}",
+                          skill.owner_user_id,
+                        )
+                      : undefined
+                  }
+                >
+                  {t.settings.skills.badgeFromOthers}
+                </Badge>
+              )}
+              {isOwned && skill.published && (
+                <Badge
+                  variant="outline"
+                  className="border-sky-500/30 text-sky-700 dark:text-sky-300 text-xs"
+                  title={t.settings.skills.badgePublishedTitle}
+                >
+                  {t.settings.skills.badgePublished}
+                </Badge>
+              )}
+            </div>
+          </ItemTitle>
+          <ItemDescription className="line-clamp-4">
+            {skill.description}
+          </ItemDescription>
+        </ItemContent>
+        <ItemActions>
+          {canTogglePublish && (
+            <Button
+              size="icon"
+              variant="ghost"
+              className="h-8 w-8 shrink-0"
+              disabled={setPublished.isPending}
+              onClick={() => void handleTogglePublished(!skill.published)}
+              title={
+                skill.published
+                  ? t.settings.skills.unpublishAction
+                  : t.settings.skills.publishAction
+              }
+            >
+              {skill.published ? (
+                <EyeOffIcon className="size-3.5" />
+              ) : (
+                <EyeIcon className="size-3.5" />
+              )}
+            </Button>
+          )}
+          {canManage && (
+            <Button
+              size="icon"
+              variant="ghost"
+              className="text-destructive hover:text-destructive h-8 w-8 shrink-0"
+              onClick={() => setConfirmDeleteOpen(true)}
+              title={t.settings.skills.deleteAction}
+            >
+              <Trash2Icon className="size-3.5" />
+            </Button>
+          )}
+          <Switch
+            checked={skill.enabled}
+            disabled={env.NEXT_PUBLIC_STATIC_WEBSITE_ONLY === "true"}
+            onCheckedChange={(checked) => onToggleEnabled(checked)}
+          />
+        </ItemActions>
+      </Item>
+      <Dialog open={confirmDeleteOpen} onOpenChange={setConfirmDeleteOpen}>
+        <DialogContent>
+          <DialogHeader>
+            <DialogTitle>{t.settings.skills.deleteAction}</DialogTitle>
+            <DialogDescription>
+              {t.settings.skills.deleteConfirm.replace("{name}", skill.name)}
+            </DialogDescription>
+          </DialogHeader>
+          <DialogFooter>
+            <Button
+              variant="outline"
+              onClick={() => setConfirmDeleteOpen(false)}
+              disabled={deleteSkill.isPending}
+            >
+              {t.common.cancel}
+            </Button>
+            <Button
+              variant="destructive"
+              onClick={() => void handleDelete()}
+              disabled={deleteSkill.isPending}
+            >
+              {deleteSkill.isPending ? t.common.loading : t.common.delete}
+            </Button>
+          </DialogFooter>
+        </DialogContent>
+      </Dialog>
+    </>
+  );
+}
+
 function EmptySkill({ onCreateSkill }: { onCreateSkill: () => void }) {
   const { t } = useI18n();
   return (

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

@@ -19,6 +19,7 @@ import {
 } from "@/components/ui/sidebar";
 import { useI18n } from "@/core/i18n/hooks";
 
+import { NotificationBell } from "./notification-bell";
 import { SettingsDialog } from "./settings";
 
 function NavMenuButtonContent({
@@ -62,6 +63,9 @@ export function WorkspaceNavMenu() {
         defaultSection={settingsDefaultSection}
       />
       <SidebarMenu className="w-full">
+        <SidebarMenuItem>
+          <NotificationBell />
+        </SidebarMenuItem>
         <SidebarMenuItem>
           {mounted ? (
             <DropdownMenu>

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

@@ -439,6 +439,20 @@ export const enUS: Translations = {
       emptyDescription:
         "Put your agent skill folders under the `/skills/custom` folder under the root folder of CM Assistant.",
       emptyButton: "Create Your First Skill",
+      badgeBuiltin: "Built-in",
+      badgeMine: "Mine",
+      badgeFromOthers: "From others",
+      badgeFromOthersTitle: "Owned by user {user_id}",
+      badgePublished: "Published",
+      badgePublishedTitle: "Visible to all users",
+      publishAction: "Publish",
+      unpublishAction: "Unpublish",
+      publishSuccess: "Skill published",
+      unpublishSuccess: "Skill unpublished",
+      deleteAction: "Delete skill",
+      deleteConfirm:
+        "Delete skill \"{name}\"? This cannot be undone and the skill will be removed from any agent that referenced it.",
+      deleteSuccess: "Skill deleted",
       installDialog: {
         title: "Install skill",
         dropHint: "Drop a .zip or .skill archive here, or",
@@ -539,4 +553,13 @@ export const enUS: Translations = {
       emptyDescription: "Credits and acknowledgements will show here.",
     },
   },
+
+  notifications: {
+    title: "Notifications",
+    bellAria: "Open notifications",
+    unreadShort: "{count} unread",
+    markAllRead: "Mark all read",
+    empty: "No notifications",
+    deleteAria: "Delete notification",
+  },
 };

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

@@ -1,5 +1,14 @@
 import type { LucideIcon } from "lucide-react";
 
+export interface NotificationsTranslations {
+  title: string;
+  bellAria: string;
+  unreadShort: string;
+  markAllRead: string;
+  empty: string;
+  deleteAria: string;
+}
+
 export interface Translations {
   // Locale meta
   locale: {
@@ -359,6 +368,19 @@ export interface Translations {
       emptyTitle: string;
       emptyDescription: string;
       emptyButton: string;
+      badgeBuiltin: string;
+      badgeMine: string;
+      badgeFromOthers: string;
+      badgeFromOthersTitle: string;
+      badgePublished: string;
+      badgePublishedTitle: string;
+      publishAction: string;
+      unpublishAction: string;
+      publishSuccess: string;
+      unpublishSuccess: string;
+      deleteAction: string;
+      deleteConfirm: string;
+      deleteSuccess: string;
       installDialog: {
         title: string;
         dropHint: string;
@@ -446,4 +468,7 @@ export interface Translations {
       emptyDescription: string;
     };
   };
+
+  // In-app notification inbox (bell in the workspace sidebar)
+  notifications: NotificationsTranslations;
 }

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

@@ -420,6 +420,19 @@ export const zhCN: Translations = {
       emptyDescription:
         "将你的 Agent Skill 文件夹放在 CM 助手 根目录下的 `/skills/custom` 文件夹中。",
       emptyButton: "创建你的第一个技能",
+      badgeBuiltin: "内置",
+      badgeMine: "我的",
+      badgeFromOthers: "来自他人",
+      badgeFromOthersTitle: "来自用户 {user_id}",
+      badgePublished: "已发布",
+      badgePublishedTitle: "该技能已对所有用户可见",
+      publishAction: "发布",
+      unpublishAction: "取消发布",
+      publishSuccess: "已发布",
+      unpublishSuccess: "已取消发布",
+      deleteAction: "删除技能",
+      deleteConfirm: "确认删除技能 “{name}”？该操作不可恢复,且会从引用它的所有专家中自动移除。",
+      deleteSuccess: "技能已删除",
       installDialog: {
         title: "安装技能",
         dropHint: "拖拽 .zip 或 .skill 文件到此处，或者",
@@ -512,4 +525,13 @@ export const zhCN: Translations = {
       emptyDescription: "相关的致谢信息会展示在这里。",
     },
   },
+
+  notifications: {
+    title: "通知",
+    bellAria: "打开通知",
+    unreadShort: "{count} 条未读",
+    markAllRead: "全部已读",
+    empty: "暂无通知",
+    deleteAria: "删除通知",
+  },
 };

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

@@ -0,0 +1,60 @@
+import { apiFetch } from "@/core/api";
+import { getBackendBaseURL } from "@/core/config";
+
+import type {
+  NotificationItem,
+  NotificationListResponse,
+  NotificationUnreadCountResponse,
+} from "./types";
+
+async function parseDetail(res: Response, fallback: string): Promise<Error> {
+  const data = (await res.json().catch(() => ({}))) as { detail?: unknown };
+  const detail = typeof data.detail === "string" && data.detail ? data.detail : null;
+  return new Error(detail ?? `${fallback} (HTTP ${res.status})`);
+}
+
+export async function listNotifications(
+  options: { unreadOnly?: boolean; limit?: number } = {},
+): Promise<NotificationItem[]> {
+  const params = new URLSearchParams();
+  if (options.unreadOnly) params.set("unread_only", "true");
+  if (options.limit) params.set("limit", String(options.limit));
+  const query = params.toString();
+  const url = `${getBackendBaseURL()}/api/notifications${query ? `?${query}` : ""}`;
+  const res = await apiFetch(url);
+  if (!res.ok) throw await parseDetail(res, "Failed to list notifications");
+  const data = (await res.json()) as NotificationListResponse;
+  return data.items;
+}
+
+export async function getUnreadCount(): Promise<number> {
+  const res = await apiFetch(`${getBackendBaseURL()}/api/notifications/unread_count`);
+  if (!res.ok) throw await parseDetail(res, "Failed to load unread count");
+  const data = (await res.json()) as NotificationUnreadCountResponse;
+  return data.unread;
+}
+
+export async function markNotificationRead(id: string): Promise<void> {
+  const res = await apiFetch(
+    `${getBackendBaseURL()}/api/notifications/${encodeURIComponent(id)}/read`,
+    { method: "POST" },
+  );
+  if (!res.ok) throw await parseDetail(res, "Failed to mark notification read");
+}
+
+export async function markAllNotificationsRead(): Promise<number> {
+  const res = await apiFetch(`${getBackendBaseURL()}/api/notifications/read_all`, {
+    method: "POST",
+  });
+  if (!res.ok) throw await parseDetail(res, "Failed to mark all read");
+  const data = (await res.json()) as { updated: number };
+  return data.updated;
+}
+
+export async function deleteNotification(id: string): Promise<void> {
+  const res = await apiFetch(
+    `${getBackendBaseURL()}/api/notifications/${encodeURIComponent(id)}`,
+    { method: "DELETE" },
+  );
+  if (!res.ok) throw await parseDetail(res, "Failed to delete notification");
+}

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

@@ -0,0 +1,62 @@
+import { useMutation, useQuery, useQueryClient } from "@tanstack/react-query";
+
+import {
+  deleteNotification,
+  getUnreadCount,
+  listNotifications,
+  markAllNotificationsRead,
+  markNotificationRead,
+} from "./api";
+
+const ROOT_KEY = ["notifications"] as const;
+const COUNT_KEY = [...ROOT_KEY, "unread-count"] as const;
+
+export function useNotifications(options: { limit?: number; unreadOnly?: boolean } = {}) {
+  const { limit = 20, unreadOnly = false } = options;
+  return useQuery({
+    queryKey: [...ROOT_KEY, "list", { limit, unreadOnly }],
+    queryFn: () => listNotifications({ limit, unreadOnly }),
+  });
+}
+
+export function useUnreadCount(refetchInterval = 30000) {
+  return useQuery({
+    queryKey: COUNT_KEY,
+    queryFn: () => getUnreadCount(),
+    refetchInterval,
+    // Keep the badge fresh when the user comes back to the tab without
+    // waiting for the next interval tick.
+    refetchOnWindowFocus: true,
+  });
+}
+
+function useInvalidateNotifications() {
+  const queryClient = useQueryClient();
+  return () => {
+    void queryClient.invalidateQueries({ queryKey: ROOT_KEY });
+  };
+}
+
+export function useMarkNotificationRead() {
+  const invalidate = useInvalidateNotifications();
+  return useMutation({
+    mutationFn: (id: string) => markNotificationRead(id),
+    onSuccess: invalidate,
+  });
+}
+
+export function useMarkAllNotificationsRead() {
+  const invalidate = useInvalidateNotifications();
+  return useMutation({
+    mutationFn: () => markAllNotificationsRead(),
+    onSuccess: invalidate,
+  });
+}
+
+export function useDeleteNotification() {
+  const invalidate = useInvalidateNotifications();
+  return useMutation({
+    mutationFn: (id: string) => deleteNotification(id),
+    onSuccess: invalidate,
+  });
+}

frontend-web/src/core/notifications/index.ts

@@ -0,0 +1,3 @@
+export * from "./api";
+export * from "./hooks";
+export * from "./types";

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

@@ -0,0 +1,18 @@
+export interface NotificationItem {
+  id: string;
+  user_id: string;
+  type: string;
+  title: string;
+  body: string;
+  payload: Record<string, unknown>;
+  read: boolean;
+  created_at: string | null;
+}
+
+export interface NotificationListResponse {
+  items: NotificationItem[];
+}
+
+export interface NotificationUnreadCountResponse {
+  unread: number;
+}

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

@@ -110,3 +110,37 @@ export async function installSkillUpload(
   }
   return response.json() as Promise<InstallSkillResponse>;
 }
+
+export interface SetSkillPublishedResponse {
+  name: string;
+  owner_user_id: string | null;
+  published: boolean;
+}
+
+export async function setSkillPublished(
+  skillName: string,
+  published: boolean,
+): Promise<SetSkillPublishedResponse> {
+  const response = await apiFetch(
+    `${getBackendBaseURL()}/api/skills/custom/${encodeURIComponent(skillName)}/published`,
+    {
+      method: "PUT",
+      headers: { "Content-Type": "application/json" },
+      body: JSON.stringify({ published }),
+    },
+  );
+  if (!response.ok) {
+    throw await parseDetailedError(response, "Failed to update published state");
+  }
+  return response.json() as Promise<SetSkillPublishedResponse>;
+}
+
+export async function deleteCustomSkill(skillName: string): Promise<void> {
+  const response = await apiFetch(
+    `${getBackendBaseURL()}/api/skills/custom/${encodeURIComponent(skillName)}`,
+    { method: "DELETE" },
+  );
+  if (!response.ok) {
+    throw await parseDetailedError(response, "Failed to delete skill");
+  }
+}

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

@@ -1,6 +1,12 @@
 import { useMutation, useQuery, useQueryClient } from "@tanstack/react-query";
 
-import { enableSkill, installSkillUpload, validateSkillUpload } from "./api";
+import {
+  deleteCustomSkill,
+  enableSkill,
+  installSkillUpload,
+  setSkillPublished,
+  validateSkillUpload,
+} from "./api";
 
 import { loadSkills } from ".";
 
@@ -46,3 +52,29 @@ export function useInstallSkillUpload() {
     },
   });
 }
+
+export function useSetSkillPublished() {
+  const queryClient = useQueryClient();
+  return useMutation({
+    mutationFn: ({
+      skillName,
+      published,
+    }: {
+      skillName: string;
+      published: boolean;
+    }) => setSkillPublished(skillName, published),
+    onSuccess: () => {
+      void queryClient.invalidateQueries({ queryKey: ["skills"] });
+    },
+  });
+}
+
+export function useDeleteCustomSkill() {
+  const queryClient = useQueryClient();
+  return useMutation({
+    mutationFn: (skillName: string) => deleteCustomSkill(skillName),
+    onSuccess: () => {
+      void queryClient.invalidateQueries({ queryKey: ["skills"] });
+    },
+  });
+}

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

@@ -4,4 +4,9 @@ export interface Skill {
   category: string;
   license: string;
   enabled: boolean;
+  // 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;
+  published?: boolean;
+  builtin?: boolean;
 }

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

@@ -0,0 +1,432 @@
+"""Multitenancy tests for the Stage 1-3 skills/notifications work.
+
+Covers:
+- ``SkillStore`` per-user visibility, global-name uniqueness, admin override
+- ``_get_editable_skill_or_raise`` route helper (owner / admin / 403 / 404 paths)
+- ``cascade_skill_unpublished_or_deleted`` removes skills from referencing
+  agents' ``config.yaml`` and writes notifications via the sender shim
+- ``NotificationStore`` CRUD + ``unread_count``
+- Curator per-user isolation — user A's transitions never touch user B's skills
+"""
+
+from __future__ import annotations
+
+import pytest
+import yaml
+from fastapi import HTTPException
+
+from app.gateway.routers.skills import _get_editable_skill_or_raise, _get_owned_skill_or_raise
+from deerflow.config import paths as paths_module
+from deerflow.persistence.agents import MemoryAgentStore
+from deerflow.persistence.notifications import MemoryNotificationStore, set_notification_store
+from deerflow.persistence.skills import MemorySkillStore
+from deerflow.skills import curator_log
+from deerflow.skills.cascade import cascade_skill_unpublished_or_deleted
+
+
+@pytest.fixture
+def isolated_paths(tmp_path, monkeypatch):
+    """Redirect get_paths() at a fresh temp directory for the duration of one test."""
+    monkeypatch.setenv("DEER_FLOW_HOME", str(tmp_path))
+    monkeypatch.setattr(paths_module, "_paths", None)
+    yield tmp_path
+    monkeypatch.setattr(paths_module, "_paths", None)
+
+
+@pytest.fixture
+def notification_store():
+    """Install a fresh ``MemoryNotificationStore`` as the sender backend.
+
+    Cleared on both setup and teardown so a stale store from a previous test
+    can never leak in through the global ``_store`` singleton in
+    ``deerflow.persistence.notifications.sender``.
+    """
+    store = MemoryNotificationStore()
+    set_notification_store(store)
+    yield store
+    set_notification_store(None)
+
+
+# ---------------------------------------------------------------------------
+# SkillStore: per-user visibility
+# ---------------------------------------------------------------------------
+
+
+@pytest.mark.asyncio
+async def test_skill_store_visibility_owner_published_and_builtin() -> None:
+    store = MemorySkillStore()
+
+    # Builtin (legacy migrated, no human owner) — visible to everyone.
+    await store.ensure_legacy({"name": "builtin-skill", "owner_user_id": None, "published": True})
+    # User A's private skill (not published).
+    await store.create({"name": "alpha-tool", "owner_user_id": "user-a", "published": False})
+    # User B's published skill — visible across users.
+    await store.create({"name": "beta-tool", "owner_user_id": "user-b", "published": True})
+    # User B's private skill — should be invisible to A and C.
+    await store.create({"name": "gamma-tool", "owner_user_id": "user-b", "published": False})
+
+    names_for_a = {s["name"] for s in await store.list_visible("user-a")}
+    assert names_for_a == {"builtin-skill", "alpha-tool", "beta-tool"}
+
+    names_for_c = {s["name"] for s in await store.list_visible("user-c")}
+    assert names_for_c == {"builtin-skill", "beta-tool"}
+
+    # get_visible respects the same filter.
+    assert (await store.get_visible("alpha-tool", "user-a")) is not None
+    assert (await store.get_visible("alpha-tool", "user-c")) is None
+    assert (await store.get_visible("gamma-tool", "user-a")) is None
+
+    # builtin flag is derived from owner_user_id IS NULL.
+    builtin = await store.get_any("builtin-skill")
+    assert builtin is not None and builtin["builtin"] is True
+    alpha = await store.get_any("alpha-tool")
+    assert alpha is not None and alpha["builtin"] is False
+
+
+@pytest.mark.asyncio
+async def test_skill_store_create_rejects_duplicate_name() -> None:
+    """Global uniqueness — even an admin can't register a name a normal user owns."""
+    store = MemorySkillStore()
+    await store.create({"name": "shared", "owner_user_id": "user-a"})
+
+    with pytest.raises(ValueError, match="already exists"):
+        await store.create({"name": "shared", "owner_user_id": "user-b"})
+
+
+@pytest.mark.asyncio
+async def test_skill_store_only_owner_can_update_or_delete() -> None:
+    store = MemorySkillStore()
+    await store.create({"name": "alpha-tool", "owner_user_id": "user-a", "published": False})
+
+    # Non-owner update returns None and does not mutate.
+    assert await store.update("alpha-tool", "user-b", {"published": True}) is None
+    record = await store.get_any("alpha-tool")
+    assert record is not None and record["published"] is False
+
+    # Owner can update.
+    updated = await store.update("alpha-tool", "user-a", {"published": True})
+    assert updated is not None and updated["published"] is True
+
+    # Non-owner delete fails.
+    assert await store.delete("alpha-tool", "user-b") is False
+    assert await store.get_any("alpha-tool") is not None
+
+    # Owner delete succeeds.
+    assert await store.delete("alpha-tool", "user-a") is True
+    assert await store.get_any("alpha-tool") is None
+
+
+@pytest.mark.asyncio
+async def test_skill_store_admin_override_can_unpublish_and_delete_any_skill() -> None:
+    """``update_admin`` / ``delete_admin`` bypass ownership — including others' owned skills."""
+    store = MemorySkillStore()
+    await store.create({"name": "alpha-tool", "owner_user_id": "user-a", "published": True})
+
+    # update_admin can flip published on a skill the admin doesn't own.
+    updated = await store.update_admin("alpha-tool", {"published": False})
+    assert updated is not None and updated["published"] is False
+
+    # delete_admin removes it.
+    assert await store.delete_admin("alpha-tool") is True
+    assert await store.get_any("alpha-tool") is None
+
+    # And no-ops on a missing name.
+    assert await store.update_admin("does-not-exist", {"published": False}) is None
+    assert await store.delete_admin("does-not-exist") is False
+
+
+@pytest.mark.asyncio
+async def test_skill_store_ensure_legacy_patches_null_owner_only() -> None:
+    store = MemorySkillStore()
+    # First migration: no owner → claim by admin.
+    first = await store.ensure_legacy({"name": "legacy-skill", "owner_user_id": "admin-id", "published": True})
+    assert first["owner_user_id"] == "admin-id"
+
+    # Second migration: someone else tries to take ownership — refused, original wins.
+    second = await store.ensure_legacy({"name": "legacy-skill", "owner_user_id": "someone-else"})
+    assert second["owner_user_id"] == "admin-id"
+
+
+# ---------------------------------------------------------------------------
+# Route helper authorization (mirrors test_agents_backend.py contract)
+# ---------------------------------------------------------------------------
+
+
+@pytest.mark.asyncio
+async def test_get_editable_skill_or_raise_owner_admin_and_403() -> None:
+    store = MemorySkillStore()
+    await store.ensure_legacy({"name": "builtin-skill", "owner_user_id": None, "published": True})
+    await store.create({"name": "owned", "owner_user_id": "user-a", "published": False})
+    await store.create({"name": "others-published", "owner_user_id": "user-b", "published": True})
+
+    # Owner can edit own skill.
+    record, mode = await _get_editable_skill_or_raise(store, "owned", "user-a", is_admin=False)
+    assert mode == "owner" and record["name"] == "owned"
+
+    # Admin can edit a built-in (NULL owner).
+    record, mode = await _get_editable_skill_or_raise(store, "builtin-skill", "user-a", is_admin=True)
+    assert mode == "admin" and record["name"] == "builtin-skill"
+
+    # Unlike agents, the spec lets admin take down ANY skill, including
+    # another user's published one.
+    record, mode = await _get_editable_skill_or_raise(store, "others-published", "user-a", is_admin=True)
+    assert mode == "admin" and record["owner_user_id"] == "user-b"
+
+    # Non-admin trying to edit a built-in → 403.
+    with pytest.raises(HTTPException) as exc:
+        await _get_editable_skill_or_raise(store, "builtin-skill", "user-a", is_admin=False)
+    assert exc.value.status_code == 403
+
+    # Non-admin trying to edit someone else's published skill → 403.
+    with pytest.raises(HTTPException) as exc:
+        await _get_editable_skill_or_raise(store, "others-published", "user-a", is_admin=False)
+    assert exc.value.status_code == 403
+
+    # Missing skill → 404 regardless of admin.
+    with pytest.raises(HTTPException) as exc:
+        await _get_editable_skill_or_raise(store, "missing", "user-a", is_admin=True)
+    assert exc.value.status_code == 404
+
+
+@pytest.mark.asyncio
+async def test_get_owned_skill_or_raise_distinguishes_404_from_403() -> None:
+    """Visible-but-not-owned must surface as 403 so the user sees a clear reason."""
+    store = MemorySkillStore()
+    await store.create({"name": "published-from-b", "owner_user_id": "user-b", "published": True})
+
+    # Owner check on a published-but-not-owned skill returns 403, not 404.
+    with pytest.raises(HTTPException) as exc:
+        await _get_owned_skill_or_raise(store, "published-from-b", "user-a")
+    assert exc.value.status_code == 403
+
+    # Truly invisible / nonexistent → 404.
+    with pytest.raises(HTTPException) as exc:
+        await _get_owned_skill_or_raise(store, "nope", "user-a")
+    assert exc.value.status_code == 404
+
+
+# ---------------------------------------------------------------------------
+# Cascade: detaches references + writes notifications
+# ---------------------------------------------------------------------------
+
+
+def _write_agent_dir(base_dir, *, agent_id: str, skills: list[str]) -> None:
+    agent_dir = base_dir / "agents" / agent_id
+    agent_dir.mkdir(parents=True, exist_ok=True)
+    (agent_dir / "config.yaml").write_text(
+        yaml.safe_dump(
+            {"id": agent_id, "name": agent_id, "description": "", "skills": skills},
+            default_flow_style=False,
+            allow_unicode=True,
+        ),
+        encoding="utf-8",
+    )
+
+
+@pytest.mark.asyncio
+async def test_cascade_unpublish_strips_skill_and_notifies_other_owners(
+    isolated_paths, notification_store
+) -> None:
+    """User A unpublishes ``alpha-tool``. User B's agent loses the skill from its
+    config and gets an in-app notification. User A's own agent loses the skill
+    too but no notification (self action)."""
+    agent_store = MemoryAgentStore()
+    # User A is the actor; she also owns one of the referencing agents.
+    await agent_store.create({"id": "agent-of-a", "name": "Agent A", "user_id": "user-a"})
+    await agent_store.create({"id": "agent-of-b", "name": "Agent B", "user_id": "user-b"})
+    # An agent referencing a different skill — should be untouched.
+    await agent_store.create({"id": "agent-untouched", "name": "Untouched", "user_id": "user-b"})
+
+    _write_agent_dir(isolated_paths, agent_id="agent-of-a", skills=["alpha-tool", "other"])
+    _write_agent_dir(isolated_paths, agent_id="agent-of-b", skills=["alpha-tool"])
+    _write_agent_dir(isolated_paths, agent_id="agent-untouched", skills=["unrelated"])
+
+    counters = await cascade_skill_unpublished_or_deleted(
+        "alpha-tool",
+        actor_user_id="user-a",
+        operation="unpublish",
+        skill_owner_user_id="user-a",
+        agent_store=agent_store,
+    )
+
+    assert counters["modified"] == 2
+    assert counters["notified"] == 1  # only user-b — not the actor
+
+    # A's agent: skill stripped, no notification for the actor.
+    a_cfg = yaml.safe_load((isolated_paths / "agents" / "agent-of-a" / "config.yaml").read_text("utf-8"))
+    assert "alpha-tool" not in a_cfg["skills"]
+    assert "other" in a_cfg["skills"]
+
+    # B's agent: skill stripped, notification delivered to B.
+    b_cfg = yaml.safe_load((isolated_paths / "agents" / "agent-of-b" / "config.yaml").read_text("utf-8"))
+    assert b_cfg["skills"] == []
+
+    user_b_inbox = await notification_store.list_for_user("user-b")
+    assert len(user_b_inbox) == 1
+    note = user_b_inbox[0]
+    assert note["type"] == "agent_skill_removed"
+    assert note["payload"]["skill_name"] == "alpha-tool"
+    assert note["payload"]["agent_id"] == "agent-of-b"
+    assert note["payload"]["operation"] == "unpublish"
+
+    # Untouched agent retains its config + no notification fired for it.
+    untouched_cfg = yaml.safe_load(
+        (isolated_paths / "agents" / "agent-untouched" / "config.yaml").read_text("utf-8")
+    )
+    assert untouched_cfg["skills"] == ["unrelated"]
+    assert await notification_store.unread_count("user-a") == 0
+
+
+@pytest.mark.asyncio
+async def test_cascade_admin_takedown_also_notifies_skill_owner(
+    isolated_paths, notification_store
+) -> None:
+    """Admin force-takedown emits an extra ``skill_taken_down`` notification to
+    the original skill owner, on top of any per-agent notifications."""
+    agent_store = MemoryAgentStore()
+    await agent_store.create({"id": "agent-of-b", "name": "B", "user_id": "user-b"})
+    _write_agent_dir(isolated_paths, agent_id="agent-of-b", skills=["alpha-tool"])
+
+    await cascade_skill_unpublished_or_deleted(
+        "alpha-tool",
+        actor_user_id="admin-id",
+        operation="admin_takedown",
+        skill_owner_user_id="user-a",
+        agent_store=agent_store,
+    )
+
+    # B (agent owner) gets the agent-skill-removed notification.
+    assert (await notification_store.unread_count("user-b")) == 1
+    # A (skill owner, not the actor) gets the takedown notification.
+    a_inbox = await notification_store.list_for_user("user-a")
+    assert len(a_inbox) == 1
+    assert a_inbox[0]["type"] == "skill_taken_down"
+    assert a_inbox[0]["payload"]["skill_name"] == "alpha-tool"
+    # Admin (the actor) gets nothing.
+    assert (await notification_store.unread_count("admin-id")) == 0
+
+
+# ---------------------------------------------------------------------------
+# Notification inbox CRUD
+# ---------------------------------------------------------------------------
+
+
+@pytest.mark.asyncio
+async def test_notification_store_crud_and_unread_count() -> None:
+    store = MemoryNotificationStore()
+
+    await store.create({"id": "n1", "user_id": "user-a", "type": "x", "title": "t1"})
+    await store.create({"id": "n2", "user_id": "user-a", "type": "x", "title": "t2"})
+    await store.create({"id": "n3", "user_id": "user-b", "type": "x", "title": "t3"})
+
+    assert (await store.unread_count("user-a")) == 2
+    assert (await store.unread_count("user-b")) == 1
+
+    # list_for_user filters by recipient and respects unread_only.
+    a_items = await store.list_for_user("user-a")
+    assert {item["id"] for item in a_items} == {"n1", "n2"}
+
+    # Mark one read → unread count drops; second listing reflects state.
+    assert await store.mark_read("n1", "user-a") is True
+    assert (await store.unread_count("user-a")) == 1
+    unread = await store.list_for_user("user-a", unread_only=True)
+    assert [item["id"] for item in unread] == ["n2"]
+
+    # Cross-user mark_read is rejected.
+    assert await store.mark_read("n3", "user-a") is False
+    assert (await store.unread_count("user-b")) == 1
+
+    # mark_all_read returns the count of newly-flipped rows.
+    flipped = await store.mark_all_read("user-a")
+    assert flipped == 1
+    assert (await store.unread_count("user-a")) == 0
+
+    # Delete behaves the same way — owner-only.
+    assert await store.delete("n3", "user-a") is False
+    assert await store.delete("n3", "user-b") is True
+    assert (await store.list_for_user("user-b")) == []
+
+
+# ---------------------------------------------------------------------------
+# Curator per-user isolation
+# ---------------------------------------------------------------------------
+
+
+def test_curator_apply_transitions_only_touches_owned_skills(
+    isolated_paths, monkeypatch
+) -> None:
+    """User A running curator must not mark / archive user B's skills.
+
+    Reproduces a minimal end-of-life scenario: both users own an idle skill,
+    but only A's should transition to STALE.
+    """
+    from datetime import UTC, datetime, timedelta
+
+    from deerflow.skills import curator, usage
+    from deerflow.skills.storage import get_or_new_skill_storage, reset_skill_storage
+
+    # The curator's filter helper normally queries the SkillStore via
+    # ``get_session_factory``; here we substitute a static mapping so the test
+    # stays SQL-free. ``apply_automatic_transitions`` is synchronous so we
+    # cannot wait on the async store from inside it without nested-loop pain.
+    owned_by = {
+        "user-a": {"a-skill"},
+        "user-b": {"b-skill"},
+    }
+    monkeypatch.setattr(curator, "_list_user_owned_skill_names", lambda uid: owned_by.get(uid, set()))
+
+    # Point the on-disk skills root at the temp dir so the usage helpers write
+    # to ``{tmp}/skills/.usage.json`` and not into the global singleton state.
+    reset_skill_storage()
+    monkeypatch.setattr(
+        "deerflow.skills.storage._default_skill_storage",
+        get_or_new_skill_storage(skills_path=str(isolated_paths / "skills")),
+        raising=False,
+    )
+
+    # Stamp both skills as agent-created and old enough to mark stale.
+    old_iso = (datetime.now(UTC) - timedelta(days=90)).isoformat()
+    usage._update_entry(
+        "a-skill",
+        {"source": usage.SOURCE_AGENT, "created_at": old_iso, "last_used_at": old_iso, "state": usage.STATE_ACTIVE},
+    )
+    usage._update_entry(
+        "b-skill",
+        {"source": usage.SOURCE_AGENT, "created_at": old_iso, "last_used_at": old_iso, "state": usage.STATE_ACTIVE},
+    )
+
+    # Run curator transitions as user-a.
+    counters = curator.apply_automatic_transitions("user-a", datetime.now(UTC))
+
+    # Only a-skill counted as checked, only it got transitioned.
+    assert counters["checked"] == 1  # owned-filter narrows the entry set
+    assert counters["archived"] == 1  # 90 days idle == archive_after_days
+
+    # The on-disk state reflects the filter.
+    assert usage.get_entry("a-skill")["state"] == usage.STATE_ARCHIVED
+    assert usage.get_entry("b-skill")["state"] == usage.STATE_ACTIVE
+
+    reset_skill_storage()
+
+
+def test_curator_log_buckets_records_per_user() -> None:
+    """Curator log records for one user must not appear in another's view —
+    guards the dict-of-deques refactor in curator_log.py."""
+    curator_log.clear_all()
+
+    curator_log.start_new_run(user_id="user-a")
+    curator_log.record("info", "alpha event", user_id="user-a")
+
+    curator_log.start_new_run(user_id="user-b")
+    curator_log.record("info", "beta event", user_id="user-b")
+
+    a_records = curator_log.get_recent(user_id="user-a")
+    b_records = curator_log.get_recent(user_id="user-b")
+
+    assert [r["message"] for r in a_records] == ["run_started", "alpha event"]
+    assert [r["message"] for r in b_records] == ["run_started", "beta event"]
+
+    # An unknown user gets an empty buffer rather than a cross-user view.
+    assert curator_log.get_recent(user_id="user-c") == []
+
+    curator_log.clear_all()