diff --git a/internal/repository/user.go b/internal/repository/user.go
index 68051ed..386561e 100644
--- a/internal/repository/user.go
+++ b/internal/repository/user.go
@@ -381,14 +381,9 @@ func (r *UserRepository) ListCursor(ctx context.Context, filter *AdvancedFilter,
 	}
 
 	// Apply cursor condition
-	if cursor != nil && cursor.LastID > 0 {
-		query = query.Where(
-			"(created_at < ? OR (created_at = ? AND id < ?))",
-			cursor.LastValue, cursor.LastValue, cursor.LastID,
-		)
-	}
-
-	// Determine sort field
+	// 安全修复：游标分页必须与排序字段一致。
+	// 如果排序字段不是 created_at，游标分页会返回错误结果。
+	// 因此只有在按 created_at 排序时才允许使用游标。
 	sortBy := "created_at"
 	if filter.SortBy != "" {
 		allowedFields := map[string]bool{
@@ -399,6 +394,15 @@ func (r *UserRepository) ListCursor(ctx context.Context, filter *AdvancedFilter,
 			sortBy = filter.SortBy
 		}
 	}
+
+	// 只有在按 created_at 排序时才应用游标条件
+	if cursor != nil && cursor.LastID > 0 && sortBy == "created_at" {
+		query = query.Where(
+			"(created_at < ? OR (created_at = ? AND id < ?))",
+			cursor.LastValue, cursor.LastValue, cursor.LastID,
+		)
+	}
+
 	sortOrder := "DESC"
 	if filter.SortOrder == "asc" {
 		sortOrder = "ASC"