diff --git a/backend/public/install/templates/step5.php b/backend/public/install/templates/step5.php
index 484e47f06..4aa13a4e5 100755
--- a/backend/public/install/templates/step5.php
+++ b/backend/public/install/templates/step5.php
@@ -35,7 +35,7 @@ $host = $_SERVER['HTTP_HOST'];
             <a href="<?php echo 'http://'.$host;?>" class="btn mid">进入前台</a>
         </div>
         <div class="admin btn">
-            <a href="<?php echo 'http://'.$host;?>/admin" class="btn btn_submit J_install_btn mid">进入后台</a>
+            <a href="<?php echo 'http://'.$host;?>/admin/" class="btn btn_submit J_install_btn mid">进入后台</a>
         </div>
       </div>
     </div>
diff --git a/docker/nginx/vhost.conf b/docker/nginx/vhost.conf
index fdad80941..1496d5e02 100644
--- a/docker/nginx/vhost.conf
+++ b/docker/nginx/vhost.conf
@@ -6,6 +6,9 @@ server {
 
     root /var/www/public;
 
+    # 端口映射场景（宿主机 8011 -> 容器 80）：目录补斜杠 301 使用相对 Location，
+    # 避免跳转后丢失宿主机映射端口
+    absolute_redirect off;
 
     location / {
         # try_files $uri /index.php$is_args$args;
diff --git a/run.sh b/run.sh
index cf30c338d..c0c9669f5 100755
--- a/run.sh
+++ b/run.sh
@@ -17,6 +17,9 @@ print_info()  { echo -e "${GREEN}[INFO]${NC}  $1"; }
 print_warn()  { echo -e "${YELLOW}[WARN]${NC}  $1"; }
 print_error() { echo -e "${RED}[ERROR]${NC} $1"; }
 
+# OSC 8 hyperlink：在 VS Code / Trae / iTerm2 / macOS Terminal 等终端里渲染为可点击链接
+hyperlink() { printf '\e]8;;%s\a%s\e]8;;\a' "$1" "${2:-$1}"; }
+
 # 帮助信息
 show_help() {
     echo -e "${GREEN}CRMEB Docker 管理脚本${NC}"
@@ -114,7 +117,7 @@ do_start() {
     echo ""
     docker-compose ps
     echo ""
-    print_info "访问地址: http://localhost:8011"
+    print_info "访问地址: $(hyperlink 'http://localhost:8011')"
 }
 
 # 安装（清理数据并启动）
@@ -135,7 +138,7 @@ do_install() {
     echo ""
     docker-compose ps
     echo ""
-    print_info "安装完成！请访问 http://localhost:8011 进行安装向导"
+    print_info "安装完成！请访问 $(hyperlink 'http://localhost:8011') 进行安装向导"
 }
 
 # 重启容器