diff --git a/server/skillhub-domain/src/main/java/com/iflytek/skillhub/domain/skill/VisibilityChecker.java b/server/skillhub-domain/src/main/java/com/iflytek/skillhub/domain/skill/VisibilityChecker.java
index a57ba4e7..16980af1 100644
--- a/server/skillhub-domain/src/main/java/com/iflytek/skillhub/domain/skill/VisibilityChecker.java
+++ b/server/skillhub-domain/src/main/java/com/iflytek/skillhub/domain/skill/VisibilityChecker.java
@@ -7,6 +7,9 @@ import java.util.Map;
 public class VisibilityChecker {
 
     public boolean canAccess(Skill skill, String currentUserId, Map<Long, NamespaceRole> userNamespaceRoles) {
+        if (skill.isHidden()) {
+            return isOwner(skill, currentUserId) || isAdminOrAbove(userNamespaceRoles.get(skill.getNamespaceId()));
+        }
         if (skill.getLatestVersionId() == null) {
             return isOwner(skill, currentUserId);
         }
diff --git a/server/skillhub-domain/src/test/java/com/iflytek/skillhub/domain/skill/VisibilityCheckerTest.java b/server/skillhub-domain/src/test/java/com/iflytek/skillhub/domain/skill/VisibilityCheckerTest.java
index 46d8601b..1ffe5c8f 100644
--- a/server/skillhub-domain/src/test/java/com/iflytek/skillhub/domain/skill/VisibilityCheckerTest.java
+++ b/server/skillhub-domain/src/test/java/com/iflytek/skillhub/domain/skill/VisibilityCheckerTest.java
@@ -15,6 +15,7 @@ class VisibilityCheckerTest {
     private Skill namespaceOnlySkill;
     private Skill privateSkill;
     private Skill unpublishedPublicSkill;
+    private Skill hiddenPublicSkill;
 
     private static final Long NAMESPACE_ID = 1L;
     private static final String OWNER_ID = "user-100";
@@ -33,6 +34,9 @@ class VisibilityCheckerTest {
         privateSkill = new Skill(NAMESPACE_ID, "private-skill", OWNER_ID, SkillVisibility.PRIVATE);
         privateSkill.setLatestVersionId(12L);
         unpublishedPublicSkill = new Skill(NAMESPACE_ID, "draft-public-skill", OWNER_ID, SkillVisibility.PUBLIC);
+        hiddenPublicSkill = new Skill(NAMESPACE_ID, "hidden-public-skill", OWNER_ID, SkillVisibility.PUBLIC);
+        hiddenPublicSkill.setLatestVersionId(13L);
+        hiddenPublicSkill.setHidden(true);
     }
 
     @Test
@@ -129,4 +133,29 @@ class VisibilityCheckerTest {
         boolean canAccess = checker.canAccess(unpublishedPublicSkill, OWNER_ID, Map.of());
         assertTrue(canAccess);
     }
+
+    @Test
+    void testHiddenSkillNotAccessibleByAnonymous() {
+        boolean canAccess = checker.canAccess(hiddenPublicSkill, null, Map.of());
+        assertFalse(canAccess);
+    }
+
+    @Test
+    void testHiddenSkillNotAccessibleByOtherUser() {
+        boolean canAccess = checker.canAccess(hiddenPublicSkill, OTHER_USER_ID, Map.of());
+        assertFalse(canAccess);
+    }
+
+    @Test
+    void testHiddenSkillAccessibleByOwner() {
+        boolean canAccess = checker.canAccess(hiddenPublicSkill, OWNER_ID, Map.of());
+        assertTrue(canAccess);
+    }
+
+    @Test
+    void testHiddenSkillAccessibleByNamespaceAdmin() {
+        Map<Long, NamespaceRole> roles = Map.of(NAMESPACE_ID, NamespaceRole.ADMIN);
+        boolean canAccess = checker.canAccess(hiddenPublicSkill, ADMIN_USER_ID, roles);
+        assertTrue(canAccess);
+    }
 }
diff --git a/server/skillhub-domain/src/test/java/com/iflytek/skillhub/domain/skill/service/SkillQueryServiceTest.java b/server/skillhub-domain/src/test/java/com/iflytek/skillhub/domain/skill/service/SkillQueryServiceTest.java
index 37e43fb9..4b56ff9b 100644
--- a/server/skillhub-domain/src/test/java/com/iflytek/skillhub/domain/skill/service/SkillQueryServiceTest.java
+++ b/server/skillhub-domain/src/test/java/com/iflytek/skillhub/domain/skill/service/SkillQueryServiceTest.java
@@ -257,6 +257,35 @@ class SkillQueryServiceTest {
         assertEquals("own-skill", result.getContent().get(0).getSlug());
     }
 
+    @Test
+    void testListSkillsByNamespace_ShouldHideHiddenSkillsFromRegularUsers() throws Exception {
+        String namespaceSlug = "test-ns";
+        String userId = "user-100";
+        Map<Long, NamespaceRole> userNsRoles = Map.of();
+        Pageable pageable = PageRequest.of(0, 10);
+
+        Namespace namespace = new Namespace(namespaceSlug, "Test NS", "user-1");
+        setId(namespace, 1L);
+        Skill visibleSkill = new Skill(1L, "visible-skill", "user-200", SkillVisibility.PUBLIC);
+        setId(visibleSkill, 1L);
+        visibleSkill.setLatestVersionId(11L);
+        Skill hiddenSkill = new Skill(1L, "hidden-skill", "user-300", SkillVisibility.PUBLIC);
+        setId(hiddenSkill, 2L);
+        hiddenSkill.setLatestVersionId(12L);
+        hiddenSkill.setHidden(true);
+
+        when(namespaceRepository.findBySlug(namespaceSlug)).thenReturn(Optional.of(namespace));
+        when(skillRepository.findByNamespaceIdAndStatus(1L, SkillStatus.ACTIVE))
+                .thenReturn(List.of(visibleSkill, hiddenSkill));
+        when(visibilityChecker.canAccess(visibleSkill, userId, userNsRoles)).thenReturn(true);
+        when(visibilityChecker.canAccess(hiddenSkill, userId, userNsRoles)).thenReturn(false);
+
+        Page<Skill> result = service.listSkillsByNamespace(namespaceSlug, userId, userNsRoles, pageable);
+
+        assertEquals(1, result.getTotalElements());
+        assertEquals("visible-skill", result.getContent().get(0).getSlug());
+    }
+
     @Test
     void testListFiles() throws Exception {
         // Arrange