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 1f224cd2..a54d8323 100644
--- a/frontend-web/src/components/workspace/settings/skill-settings-page.tsx
+++ b/frontend-web/src/components/workspace/settings/skill-settings-page.tsx
@@ -1,10 +1,11 @@
 "use client";
 
-import {
-  AlertCircle,
-  ArchiveIcon,
-  ArrowDownUpIcon,
-  CheckCircle2,
+import {
+  AlertCircle,
+  ArchiveIcon,
+  ArrowDownUpIcon,
+  BookmarkIcon,
+  CheckCircle2,
   ChevronLeftIcon,
   ChevronRightIcon,
   ClockIcon,
@@ -12,22 +13,22 @@ import {
   FileArchive,
   GlobeIcon,
   InfoIcon,
-  Loader2,
-  LockIcon,
-  PinIcon,
-  RefreshCwIcon,
+  Loader2,
+  LockIcon,
+  PinIcon,
+  RefreshCwIcon,
   SparklesIcon,
   TagsIcon,
   Trash2Icon,
   TrendingUpIcon,
   Upload,
-} from "lucide-react";
-import { useRouter } from "next/navigation";
-import { useCallback, useEffect, useMemo, useRef, useState } from "react";
+} from "lucide-react";
+import { useRouter } from "next/navigation";
+import { useCallback, useEffect, useMemo, useRef, useState } from "react";
 import { toast } from "sonner";
 
-import { Badge } from "@/components/ui/badge";
-import { Button } from "@/components/ui/button";
+import { Badge } from "@/components/ui/badge";
+import { Button } from "@/components/ui/button";
 import {
   Dialog,
   DialogContent,
@@ -37,8 +38,8 @@ import {
   DialogTitle,
 } from "@/components/ui/dialog";
 import {
-  Empty,
-  EmptyDescription,
+  Empty,
+  EmptyDescription,
   EmptyHeader,
   EmptyMedia,
   EmptyTitle,
@@ -51,9 +52,9 @@ import {
   ItemContent,
   ItemDescription,
 } from "@/components/ui/item";
-import { Input } from "@/components/ui/input";
-import { Select, SelectContent, SelectItem, SelectTrigger, SelectValue } from "@/components/ui/select";
-import { Tabs, TabsList, TabsTrigger } from "@/components/ui/tabs";
+import { Input } from "@/components/ui/input";
+import { Select, SelectContent, SelectItem, SelectTrigger, SelectValue } from "@/components/ui/select";
+import { Tabs, TabsList, TabsTrigger } from "@/components/ui/tabs";
 import { SkillDetailDialog } from "@/components/workspace/skills/skill-detail-dialog";
 import { TagChipList } from "@/components/workspace/tags/tag-chip";
 import { TagPickerDialog } from "@/components/workspace/tags/tag-picker-dialog";
@@ -67,6 +68,7 @@ import {
   useDuplicateSkill,
   useInstallSkillUpload,
   useReconcileCustomSkills,
+  useSetSkillFeatured,
   useSetSkillPinned,
   useSetSkillPublished,
   useSkills,
@@ -92,16 +94,16 @@ export function SkillSettingsPage({ onClose }: { onClose?: () => void } = {}) {
   );
 }
 
-const PAGE_SIZE = 10;
-type SkillSort =
-  | "time_desc"
-  | "time_asc"
-  | "activity_desc"
-  | "activity_asc"
-  | "usage_desc"
-  | "usage_asc"
-  | "name_asc"
-  | "name_desc";
+const PAGE_SIZE = 10;
+type SkillSort =
+  | "time_desc"
+  | "time_asc"
+  | "activity_desc"
+  | "activity_asc"
+  | "usage_desc"
+  | "usage_asc"
+  | "name_asc"
+  | "name_desc";
 
 /** 重新扫描成功 toast：仅暗色模式使用，浅色走 Sonner 默认样式 */
 const rescanSuccessToastDarkOptions = {
@@ -136,21 +138,21 @@ const rescanErrorToastDarkOptions = {
   icon: <AlertCircle className="size-4 shrink-0 text-[#F5222D]" />,
 } as const;
 
-function SkillSettingsList({ onClose }: { onClose?: () => void }) {
-  const { t } = useI18n();
-  const { theme } = useTheme();
-  const router = useRouter();
-  const [filter, setFilter] = useState<string>("mine");
+function SkillSettingsList({ onClose }: { onClose?: () => void }) {
+  const { t } = useI18n();
+  const { theme } = useTheme();
+  const router = useRouter();
+  const [filter, setFilter] = useState<string>("mine");
   const [installOpen, setInstallOpen] = useState(false);
   const [staleSheetOpen, setStaleSheetOpen] = useState(false);
   const [archiveSheetOpen, setArchiveSheetOpen] = useState(false);
-  const [search, setSearch] = useState("");
-  const [tagIds, setTagIds] = useState<string[]>([]);
-  const [sort, setSort] = useState<SkillSort>("time_desc");
-  const [page, setPage] = useState(1);
-  const reconcileMutation = useReconcileCustomSkills();
-  // Name + tag filtering is resolved server-side via the /api/skills query.
-  const { skills, isLoading, error } = useSkills({ search, tagIds, sort });
+  const [search, setSearch] = useState("");
+  const [tagIds, setTagIds] = useState<string[]>([]);
+  const [sort, setSort] = useState<SkillSort>("time_desc");
+  const [page, setPage] = useState(1);
+  const reconcileMutation = useReconcileCustomSkills();
+  // Name + tag filtering is resolved server-side via the /api/skills query.
+  const { skills, isLoading, error } = useSkills({ search, tagIds, sort });
 
   const storedAuth = useMemo(() => getStoredAuth(), []);
   const currentUserId = storedAuth?.user_id ?? null;
@@ -195,36 +197,38 @@ function SkillSettingsList({ onClose }: { onClose?: () => void }) {
     };
   }, [skills, currentUserId]);
 
-  const filteredSkills = filter === "mine" ? activeMine : activeAll;
-  const orderedSkills = useMemo(
-    () =>
-      filteredSkills
-        .map((skill, index) => ({ skill, index }))
-        .sort((a, b) => {
-          const pinnedDelta = Number(!!b.skill.pinned) - Number(!!a.skill.pinned);
-          return pinnedDelta || a.index - b.index;
-        })
-        .map(({ skill }) => skill),
-    [filteredSkills],
-  );
-  const staleCount = staleVisible.length;
-  const archivedCount = archivedVisible.length;
-
-  const totalPages = Math.max(1, Math.ceil(orderedSkills.length / PAGE_SIZE));
+  const filteredSkills = filter === "mine" ? activeMine : activeAll;
+  const orderedSkills = useMemo(
+    () =>
+      filteredSkills
+        .map((skill, index) => ({ skill, index }))
+        .sort((a, b) => {
+          // 置顶(featured)决定排序;钉选(pinned)只管防归档,不影响顺序。
+          const featuredDelta =
+            Number(!!b.skill.featured) - Number(!!a.skill.featured);
+          return featuredDelta || a.index - b.index;
+        })
+        .map(({ skill }) => skill),
+    [filteredSkills],
+  );
+  const staleCount = staleVisible.length;
+  const archivedCount = archivedVisible.length;
+
+  const totalPages = Math.max(1, Math.ceil(orderedSkills.length / PAGE_SIZE));
   // Filter / search / tag changes may shrink the result set — pull the page
   // back into range without forcing a reset on every keystroke.
-  useEffect(() => {
-    if (page > totalPages) setPage(totalPages);
-  }, [page, totalPages]);
-  useEffect(() => {
-    setPage(1);
-  }, [search, tagIds, sort]);
-  const pagedSkills = useMemo(
-    () => orderedSkills.slice((page - 1) * PAGE_SIZE, page * PAGE_SIZE),
-    [orderedSkills, page],
-  );
+  useEffect(() => {
+    if (page > totalPages) setPage(totalPages);
+  }, [page, totalPages]);
+  useEffect(() => {
+    setPage(1);
+  }, [search, tagIds, sort]);
+  const pagedSkills = useMemo(
+    () => orderedSkills.slice((page - 1) * PAGE_SIZE, page * PAGE_SIZE),
+    [orderedSkills, page],
+  );
 
-  const handleRescan = async () => {
+  const handleRescan = async () => {
     try {
       const result = await reconcileMutation.mutateAsync();
       if (result.adopted.length > 0) {
@@ -323,54 +327,54 @@ function SkillSettingsList({ onClose }: { onClose?: () => void }) {
             <Upload className="size-4" />
             {t.settings.skills.installSkill}
           </Button>
-        </div>
-      </header>
-      <TagSearchBar
-        targetType="skill"
-        onSearchChange={setSearch}
-        tagIds={tagIds}
-        onTagIdsChange={setTagIds}
-        actions={
-          <Select value={sort} onValueChange={(v) => setSort(v as SkillSort)}>
-            <SelectTrigger
-              className="h-9 w-full gap-2 px-3 text-xs sm:w-[148px]"
-              title="排序"
-            >
-              <ArrowDownUpIcon className="text-muted-foreground size-3.5" />
-              <SelectValue />
-            </SelectTrigger>
-            <SelectContent position="popper" side="bottom" sideOffset={4}>
-              <SelectItem value="time_desc">最新创建</SelectItem>
-              <SelectItem value="time_asc">最早创建</SelectItem>
-              <SelectItem value="activity_desc">最近使用</SelectItem>
-              <SelectItem value="activity_asc">最早使用</SelectItem>
-              <SelectItem value="usage_desc">使用最多</SelectItem>
-              <SelectItem value="usage_asc">使用最少</SelectItem>
-              <SelectItem value="name_asc">名称 A-Z</SelectItem>
-              <SelectItem value="name_desc">名称 Z-A</SelectItem>
-            </SelectContent>
-          </Select>
-        }
-      />
+        </div>
+      </header>
+      <TagSearchBar
+        targetType="skill"
+        onSearchChange={setSearch}
+        tagIds={tagIds}
+        onTagIdsChange={setTagIds}
+        actions={
+          <Select value={sort} onValueChange={(v) => setSort(v as SkillSort)}>
+            <SelectTrigger
+              className="h-9 w-full gap-2 px-3 text-xs sm:w-[148px]"
+              title="排序"
+            >
+              <ArrowDownUpIcon className="text-muted-foreground size-3.5" />
+              <SelectValue />
+            </SelectTrigger>
+            <SelectContent position="popper" side="bottom" sideOffset={4}>
+              <SelectItem value="time_desc">最新创建</SelectItem>
+              <SelectItem value="time_asc">最早创建</SelectItem>
+              <SelectItem value="activity_desc">最近使用</SelectItem>
+              <SelectItem value="activity_asc">最早使用</SelectItem>
+              <SelectItem value="usage_desc">使用最多</SelectItem>
+              <SelectItem value="usage_asc">使用最少</SelectItem>
+              <SelectItem value="name_asc">名称 A-Z</SelectItem>
+              <SelectItem value="name_desc">名称 Z-A</SelectItem>
+            </SelectContent>
+          </Select>
+        }
+      />
       {isLoading && (
         <div className="text-muted-foreground text-sm">{t.common.loading}</div>
       )}
       {error && <div className="text-destructive text-sm">Error: {error.message}</div>}
-      {!isLoading && !error && filteredSkills.length === 0 && (
-        <EmptySkill />
-      )}
-      {!isLoading && !error && filteredSkills.length > 0 && (
-        <div className="flex flex-col gap-3">
-          {pagedSkills.map((skill) => (
-            <SkillRow
-              key={skill.name}
-              skill={skill}
-              currentUserId={currentUserId}
-              isAdmin={isAdmin}
-            />
-          ))}
-        </div>
-      )}
+      {!isLoading && !error && filteredSkills.length === 0 && (
+        <EmptySkill />
+      )}
+      {!isLoading && !error && filteredSkills.length > 0 && (
+        <div className="flex flex-col gap-3">
+          {pagedSkills.map((skill) => (
+            <SkillRow
+              key={skill.name}
+              skill={skill}
+              currentUserId={currentUserId}
+              isAdmin={isAdmin}
+            />
+          ))}
+        </div>
+      )}
       {!isLoading && !error && totalPages > 1 && (
         <div className="flex items-center justify-end gap-2 pt-1">
           <Button
@@ -419,18 +423,19 @@ function SkillSettingsList({ onClose }: { onClose?: () => void }) {
   );
 }
 
-export function SkillRow({
-  skill,
-  currentUserId,
-  isAdmin,
-}: {
-  skill: Skill;
-  currentUserId: string | null;
-  isAdmin: boolean;
-}) {
+export function SkillRow({
+  skill,
+  currentUserId,
+  isAdmin,
+}: {
+  skill: Skill;
+  currentUserId: string | null;
+  isAdmin: boolean;
+}) {
   const { t } = useI18n();
   const setPublished = useSetSkillPublished();
   const setPinned = useSetSkillPinned();
+  const setFeatured = useSetSkillFeatured();
   const deleteSkill = useDeleteCustomSkill();
   const duplicateSkillMutation = useDuplicateSkill();
   const [confirmDeleteOpen, setConfirmDeleteOpen] = useState(false);
@@ -510,9 +515,23 @@ export function SkillRow({
     }
   }
 
+  async function handleToggleFeatured() {
+    const next = !skill.featured;
+    try {
+      await setFeatured.mutateAsync({ skillName: skill.name, featured: next });
+      toast.success(
+        next
+          ? t.settings.skills.featureSuccess
+          : t.settings.skills.unfeatureSuccess,
+      );
+    } catch (err) {
+      toast.error(err instanceof Error ? err.message : String(err));
+    }
+  }
+
   return (
     <>
-      <Item className="w-full dark:border-[#213D5E] dark:bg-[#02244C] dark:text-white" variant="outline">
+      <Item className="w-full dark:border-[#213D5E] dark:bg-[#02244C] dark:text-white" variant="outline">
         <ItemContent
           className="cursor-pointer"
           onClick={() => setDetailOpen(true)}
@@ -577,6 +596,15 @@ export function SkillRow({
                   {t.settings.skills.badgeSourceUpload}
                 </Badge>
               )}
+              {skill.featured && (
+                <Badge
+                  variant="outline"
+                  className="border-amber-500/30 text-amber-700 dark:text-amber-300 text-xs"
+                  title={t.settings.skills.badgeFeaturedTitle}
+                >
+                  {t.settings.skills.badgeFeatured}
+                </Badge>
+              )}
               {skill.pinned && (
                 <Badge
                   variant="outline"
@@ -618,24 +646,47 @@ export function SkillRow({
             </Button>
           )}
           {canManage && (
-            <Button
-              size="icon"
-              variant="ghost"
-              className={cn(
-                "h-8 w-8 shrink-0",
-                skill.pinned && "text-emerald-600 hover:text-emerald-700",
-              )}
-              disabled={setPinned.isPending}
-              onClick={() => void handleTogglePinned()}
-              title={
+            <Button
+              size="icon"
+              variant="ghost"
+              className={cn(
+                "h-8 w-8 shrink-0",
+                skill.featured && "text-amber-600 hover:text-amber-700",
+              )}
+              disabled={setFeatured.isPending}
+              onClick={() => void handleToggleFeatured()}
+              title={
+                skill.featured
+                  ? t.settings.skills.unfeatureAction
+                  : t.settings.skills.featureAction
+              }
+            >
+              <PinIcon
+                className={cn("size-3.5", skill.featured && "fill-current")}
+              />
+            </Button>
+          )}
+          {canManage && (
+            <Button
+              size="icon"
+              variant="ghost"
+              className={cn(
+                "h-8 w-8 shrink-0",
+                skill.pinned && "text-emerald-600 hover:text-emerald-700",
+              )}
+              disabled={setPinned.isPending}
+              onClick={() => void handleTogglePinned()}
+              title={
                 skill.pinned
                   ? t.settings.skills.unpinAction
-                  : t.settings.skills.pinAction
-              }
-            >
-              <PinIcon className={cn("size-3.5", skill.pinned && "fill-current")} />
-            </Button>
-          )}
+                  : t.settings.skills.pinAction
+              }
+            >
+              <BookmarkIcon
+                className={cn("size-3.5", skill.pinned && "fill-current")}
+              />
+            </Button>
+          )}
           {canTogglePublish && (
             <Button
               size="icon"
@@ -678,8 +729,8 @@ export function SkillRow({
             </Button>
           )}
         </ItemActions>
-      </Item>
-      <Dialog open={duplicateOpen} onOpenChange={setDuplicateOpen}>
+      </Item>
+      <Dialog open={duplicateOpen} onOpenChange={setDuplicateOpen}>
         <DialogContent>
           <DialogHeader>
             <DialogTitle>复制技能</DialogTitle>
@@ -762,10 +813,10 @@ export function SkillRow({
   );
 }
 
-function EmptySkill() {
-  const { t } = useI18n();
-  return (
-    <Empty>
+function EmptySkill() {
+  const { t } = useI18n();
+  return (
+    <Empty>
       <EmptyHeader>
         <EmptyMedia variant="icon">
           <SparklesIcon />
@@ -775,9 +826,9 @@ function EmptySkill() {
           {t.settings.skills.emptyDescription}
         </EmptyDescription>
       </EmptyHeader>
-    </Empty>
-  );
-}
+    </Empty>
+  );
+}
 
 function InstallSkillDialog({
   open,
diff --git a/frontend-web/src/core/i18n/locales/en-US.ts b/frontend-web/src/core/i18n/locales/en-US.ts
index cc3edbbc..01520e16 100644
--- a/frontend-web/src/core/i18n/locales/en-US.ts
+++ b/frontend-web/src/core/i18n/locales/en-US.ts
@@ -476,6 +476,8 @@ export const enUS: Translations = {
       badgeArchivedTitle: "Archived — recoverable from the archive drawer",
       badgePinned: "Pinned",
       badgePinnedTitle: "Pinned — the curator will never auto-archive this skill",
+      badgeFeatured: "Top",
+      badgeFeaturedTitle: "Pinned to the top of the list",
       badgeSourceAgent: "Agent-created",
       badgeSourceAgentTitle: "Auto-generated by an agent during a conversation",
       badgeSourceUpload: "Uploaded",
@@ -494,6 +496,10 @@ export const enUS: Translations = {
       unpinAction: "Unpin",
       pinSuccess: "Pinned",
       unpinSuccess: "Unpinned",
+      featureAction: "Pin to top",
+      unfeatureAction: "Unpin from top",
+      featureSuccess: "Pinned to top",
+      unfeatureSuccess: "Unpinned from top",
       deleteAction: "Delete skill",
       deleteConfirm:
         "Delete skill \"{name}\"? This cannot be undone and the skill will be removed from any agent that referenced it.",
diff --git a/frontend-web/src/core/i18n/locales/types.ts b/frontend-web/src/core/i18n/locales/types.ts
index e05856bc..c3c374a3 100644
--- a/frontend-web/src/core/i18n/locales/types.ts
+++ b/frontend-web/src/core/i18n/locales/types.ts
@@ -409,6 +409,8 @@ export interface Translations {
       badgeArchivedTitle: string;
       badgePinned: string;
       badgePinnedTitle: string;
+      badgeFeatured: string;
+      badgeFeaturedTitle: string;
       badgeSourceAgent: string;
       badgeSourceAgentTitle: string;
       badgeSourceUpload: string;
@@ -427,6 +429,10 @@ export interface Translations {
       unpinAction: string;
       pinSuccess: string;
       unpinSuccess: string;
+      featureAction: string;
+      unfeatureAction: string;
+      featureSuccess: string;
+      unfeatureSuccess: string;
       deleteAction: string;
       deleteConfirm: string;
       deleteSuccess: string;
diff --git a/frontend-web/src/core/i18n/locales/zh-CN.ts b/frontend-web/src/core/i18n/locales/zh-CN.ts
index 3e27a7c1..692e1f61 100644
--- a/frontend-web/src/core/i18n/locales/zh-CN.ts
+++ b/frontend-web/src/core/i18n/locales/zh-CN.ts
@@ -456,6 +456,8 @@ export const zhCN: Translations = {
       badgeArchivedTitle: "已被归档,可在归档抽屉中恢复",
       badgePinned: "钉选",
       badgePinnedTitle: "已钉选,策展程序不会自动归档此技能",
+      badgeFeatured: "置顶",
+      badgeFeaturedTitle: "已置顶,固定显示在列表顶部",
       badgeSourceAgent: "Agent 创建",
       badgeSourceAgentTitle: "在对话中由 Agent 自动生成",
       badgeSourceUpload: "用户上传",
@@ -474,6 +476,10 @@ export const zhCN: Translations = {
       unpinAction: "取消钉选",
       pinSuccess: "已钉选",
       unpinSuccess: "已取消钉选",
+      featureAction: "置顶",
+      unfeatureAction: "取消置顶",
+      featureSuccess: "已置顶",
+      unfeatureSuccess: "已取消置顶",
       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智能体中自动移除。",
       deleteSuccess: "技能已删除",
diff --git a/frontend-web/src/core/skills/api.ts b/frontend-web/src/core/skills/api.ts
index b50d08eb..351be813 100644
--- a/frontend-web/src/core/skills/api.ts
+++ b/frontend-web/src/core/skills/api.ts
@@ -3,17 +3,17 @@ import { apiFetch } from "@/core/api";
 
 import type { Skill, SkillDisplayConfig, SkillState } from "./type";
 
-export interface ListSkillsParams {
-  search?: string;
-  tagIds?: string[];
-  sort?: "time_desc" | "time_asc" | "activity_desc" | "activity_asc" | "usage_desc" | "usage_asc" | "name_asc" | "name_desc";
-}
+export interface ListSkillsParams {
+  search?: string;
+  tagIds?: string[];
+  sort?: "time_desc" | "time_asc" | "activity_desc" | "activity_asc" | "usage_desc" | "usage_asc" | "name_asc" | "name_desc";
+}
 
 export async function loadSkills(params: ListSkillsParams = {}) {
   const qs = new URLSearchParams();
-  if (params.search) qs.set("search", params.search);
-  for (const id of params.tagIds ?? []) qs.append("tag_ids", id);
-  if (params.sort) qs.set("sort", params.sort);
+  if (params.search) qs.set("search", params.search);
+  for (const id of params.tagIds ?? []) qs.append("tag_ids", id);
+  if (params.sort) qs.set("sort", params.sort);
   const query = qs.toString();
   const skills = await apiFetch(
     `${getBackendBaseURL()}/api/skills${query ? `?${query}` : ""}`,
@@ -298,6 +298,24 @@ export async function setSkillPinned(
   return response.json() as Promise<Skill>;
 }
 
+export async function setSkillFeatured(
+  skillName: string,
+  featured: boolean,
+): Promise<Skill> {
+  const response = await apiFetch(
+    `${getBackendBaseURL()}/api/skills/custom/${encodeURIComponent(skillName)}/featured`,
+    {
+      method: "PUT",
+      headers: { "Content-Type": "application/json" },
+      body: JSON.stringify({ featured }),
+    },
+  );
+  if (!response.ok) {
+    throw await parseDetailedError(response, "Failed to update skill featured state");
+  }
+  return response.json() as Promise<Skill>;
+}
+
 export interface SkillContentResponse {
   name: string;
   category: string;
diff --git a/frontend-web/src/core/skills/hooks.ts b/frontend-web/src/core/skills/hooks.ts
index 36653921..676f12e4 100644
--- a/frontend-web/src/core/skills/hooks.ts
+++ b/frontend-web/src/core/skills/hooks.ts
@@ -1,4 +1,4 @@
-import {
+import {
   keepPreviousData,
   useMutation,
   useQuery,
@@ -19,11 +19,12 @@ import {
   setSkillDetail,
   setSkillDisplay,
   setSkillPinned,
+  setSkillFeatured,
   setSkillPublished,
   setSkillState,
   validateSkillUpload,
-} from "./api";
-import type { ListSkillsParams } from "./api";
+} from "./api";
+import type { ListSkillsParams } from "./api";
 import type { Skill, SkillState } from "./type";
 
 import { loadAllSkillsAdmin, loadSkills } from ".";
@@ -34,13 +35,13 @@ import { loadAllSkillsAdmin, loadSkills } from ".";
 // forever (observed as a "Maximum update depth exceeded" loop on NewAgentPage).
 const EMPTY_SKILLS: Skill[] = [];
 
-export function useSkills(params: ListSkillsParams = {}) {
-  const search = params.search ?? "";
-  const tagIds = params.tagIds ?? [];
-  const sort = params.sort ?? "time_desc";
-  const { data, isLoading, error } = useQuery({
-    queryKey: ["skills", search, [...tagIds].sort(), sort],
-    queryFn: () => loadSkills({ search, tagIds, sort }),
+export function useSkills(params: ListSkillsParams = {}) {
+  const search = params.search ?? "";
+  const tagIds = params.tagIds ?? [];
+  const sort = params.sort ?? "time_desc";
+  const { data, isLoading, error } = useQuery({
+    queryKey: ["skills", search, [...tagIds].sort(), sort],
+    queryFn: () => loadSkills({ search, tagIds, sort }),
     placeholderData: keepPreviousData,
   });
   return { skills: data ?? EMPTY_SKILLS, isLoading, error };
@@ -201,6 +202,17 @@ export function useSetSkillPinned() {
   });
 }
 
+export function useSetSkillFeatured() {
+  const queryClient = useQueryClient();
+  return useMutation({
+    mutationFn: ({ skillName, featured }: { skillName: string; featured: boolean }) =>
+      setSkillFeatured(skillName, featured),
+    onSuccess: () => {
+      void queryClient.invalidateQueries({ queryKey: ["skills"] });
+    },
+  });
+}
+
 export function useDuplicateSkill() {
   const queryClient = useQueryClient();
   return useMutation({
diff --git a/frontend-web/src/core/skills/type.ts b/frontend-web/src/core/skills/type.ts
index 6de43264..7a13322c 100644
--- a/frontend-web/src/core/skills/type.ts
+++ b/frontend-web/src/core/skills/type.ts
@@ -60,6 +60,8 @@ export interface Skill {
   // so stale / archived skills appear in dedicated drawers instead.
   state?: SkillState;
   pinned?: boolean;
+  // 置顶 —— 仅影响列表排序,与 pinned(防自动归档)正交。
+  featured?: boolean;
   // Provenance — distinguishes skills created by an agent during a chat
   // (``agent``) from skills the user uploaded / authored manually (``upload``).
   source?: SkillSource;
diff --git a/frontend-web/src/pages/ScheduledTasksPage.tsx b/frontend-web/src/pages/ScheduledTasksPage.tsx
index 1b7349b1..e5d3e614 100644
--- a/frontend-web/src/pages/ScheduledTasksPage.tsx
+++ b/frontend-web/src/pages/ScheduledTasksPage.tsx
@@ -991,12 +991,12 @@ export default function ScheduledTasksPage() {
               </SelectTrigger>
               <SelectContent
                 position="popper"
-                className="w-[var(--radix-select-trigger-width)] max-w-[var(--radix-select-trigger-width)]"
+                className="max-h-[40vh] w-[max(var(--radix-select-trigger-width),28rem)] max-w-[min(90vw,40rem)]"
               >
                 <SelectItem value="__default__">默认助手（不指定）</SelectItem>
                 {agents.map((agent) => (
                   <SelectItem key={agent.id} value={agent.id}>
-                    <span className="block truncate">
+                    <span className="block whitespace-normal break-words">
                       {desensitize(agent.name)}
                       {agent.description ? ` — ${desensitize(agent.description)}` : ""}
                     </span>
diff --git a/offline-backend-20260512/backend/app/gateway/routers/skills.py b/offline-backend-20260512/backend/app/gateway/routers/skills.py
index d5d94d7d..b1c9ffe8 100644
--- a/offline-backend-20260512/backend/app/gateway/routers/skills.py
+++ b/offline-backend-20260512/backend/app/gateway/routers/skills.py
@@ -122,6 +122,7 @@ class SkillResponse(BaseModel):
     created_at: datetime | None = Field(default=None, description="Skill creation timestamp when known")
     state: str = Field(default="active", description="Lifecycle state: active, stale, or archived")
     pinned: bool = Field(default=False, description="Whether this skill is pinned (excluded from curation)")
+    featured: bool = Field(default=False, description="Whether this skill is pinned to the top of the list (sort only)")
     source: str = Field(default="upload", description="Origin: 'agent' for agent-created, 'upload' for user-uploaded")
     owner_user_id: str | None = Field(default=None, description="Custom skill owner (null = built-in or legacy)")
     published: bool = Field(default=False, description="Whether the owner has made this skill visible to other users")
@@ -294,6 +295,7 @@ def _skill_to_response(
         created_at=created_at,
         state=entry.get("state", "active"),
         pinned=entry.get("pinned", False),
+        featured=entry.get("featured", False),
         source=entry.get("source", "upload"),
         owner_user_id=owner_user_id,
         published=published,
@@ -1469,6 +1471,42 @@ async def update_custom_skill_pinned(
         raise HTTPException(status_code=500, detail=f"Failed to update pinned: {e}")
 
 
+class SkillFeaturedRequest(BaseModel):
+    """Request body for pinning a custom skill to the top of the list."""
+
+    featured: bool = Field(..., description="Whether to pin the skill to the top of the list (sort only)")
+
+
+@router.put(
+    "/skills/custom/{skill_name}/featured",
+    response_model=SkillResponse,
+    summary="Pin or Unpin a Custom Skill to Top",
+    description="Pin a skill to the top of the list (sort only; orthogonal to pinned/anti-archive). Only the owner or admins may invoke.",
+)
+async def update_custom_skill_featured(
+    skill_name: str,
+    body: SkillFeaturedRequest,
+    request: Request,
+    config: AppConfig = Depends(get_config),
+    skill_store: SkillStore = Depends(get_skill_store),
+) -> SkillResponse:
+    try:
+        skill_name = skill_name.replace("\r\n", "").replace("\n", "")
+        user_id = _current_user_id(request)
+        is_admin = _is_admin_user(request)
+        record, _mode = await _get_editable_skill_or_raise(skill_store, skill_name, user_id, is_admin=is_admin)
+
+        from deerflow.skills.usage import set_featured as _usage_set_featured
+
+        _usage_set_featured(skill_name, body.featured)
+        return _reload_skill_response(skill_name, record, config)
+    except HTTPException:
+        raise
+    except Exception as e:
+        logger.error("Failed to update featured for %s: %s", skill_name, e, exc_info=True)
+        raise HTTPException(status_code=500, detail=f"Failed to update featured: {e}")
+
+
 @router.get("/skills/custom/{skill_name}/history", response_model=CustomSkillHistoryResponse, summary="Get Custom Skill History")
 async def get_custom_skill_history(skill_name: str, config: AppConfig = Depends(get_config)) -> CustomSkillHistoryResponse:
     try:
diff --git a/offline-backend-20260512/backend/config.yaml b/offline-backend-20260512/backend/config.yaml
index 59cd75a8..e374c4ca 100644
--- a/offline-backend-20260512/backend/config.yaml
+++ b/offline-backend-20260512/backend/config.yaml
@@ -210,10 +210,7 @@ auth_login:
 
 # 日志系统入口(仅管理员可见):右下角「设置」菜单中会多出一个「日志系统」入口,
 # 点击后在新标签页打开下面的 url。enabled 关掉则不显示该入口。
-log_system:
-  enabled: true
-  url: "https://your-log-system.example.com"
-  label: "日志系统"
+
 
 database:
   backend: sqlite
@@ -300,3 +297,8 @@ ai_writing:
   keyword_model: deepseek-chat # 检索词生成专用模型，留空回退写作主模型
   rank_model: deepseek-chat # 素材排序专用模型，留空回退写作主模型
   max_materials: 20 # 合并去重后的素材总量上限，范围 [1, 100]，默认 20
+
+log_system:
+  enabled: true
+  url: "https://your-log-system.example.com"
+  label: "日志系统"
\ No newline at end of file
diff --git a/offline-backend-20260512/backend/packages/harness/deerflow/skills/usage.py b/offline-backend-20260512/backend/packages/harness/deerflow/skills/usage.py
index 79abe58c..b37634a5 100644
--- a/offline-backend-20260512/backend/packages/harness/deerflow/skills/usage.py
+++ b/offline-backend-20260512/backend/packages/harness/deerflow/skills/usage.py
@@ -36,6 +36,7 @@ _DEFAULT_ENTRY: dict = {
     "created_at": None,
     "state": STATE_ACTIVE,
     "pinned": False,
+    "featured": False,
     "archived_at": None,
     "source": SOURCE_UPLOAD,
 }
@@ -141,6 +142,11 @@ def set_pinned(name: str, pinned: bool) -> None:
     _update_entry(name, {"pinned": pinned})
 
 
+def set_featured(name: str, featured: bool) -> None:
+    """置顶/取消置顶。与 pinned(防归档)正交,仅影响列表排序展示。"""
+    _update_entry(name, {"featured": featured})
+
+
 def forget(name: str) -> None:
     try:
         with _usage_lock: