diff --git a/scripts/ci/step_frontend_run.sh b/scripts/ci/step_frontend_run.sh
index 6dcae42cc..3374b88a0 100755
--- a/scripts/ci/step_frontend_run.sh
+++ b/scripts/ci/step_frontend_run.sh
@@ -1,12 +1,26 @@
 #!/bin/sh
 # CI 公共步骤：前端命令执行（在 docker node 容器中运行）
 # 用法：step_frontend_run.sh "要执行的命令"
+# 支持 Docker Volume 持久化缓存的 node_modules
 set -eu
 
 CMD="${1:-echo 'no command'}"
 
-docker run --rm \
-  -v "$PWD:/workspace" \
-  -w /workspace/apps/web \
-  docker.m.daocloud.io/library/node:20 \
-  sh -lc "$CMD"
+# 缓存配置 — 与 step_frontend_install.sh 保持一致
+LOCK_FILE="apps/web/package-lock.json"
+VOLUME_PREFIX="ci-web-nm-"
+
+# 计算 package-lock.json 的 hash，挂载对应的 volume
+VOLUME_ARGS=""
+if [ -f "$LOCK_FILE" ]; then
+  LOCK_HASH=$(md5sum "$LOCK_FILE" | cut -c1-12)
+  VOLUME_NAME="${VOLUME_PREFIX}${LOCK_HASH}"
+  if docker volume inspect "$VOLUME_NAME" >/dev/null 2>&1; then
+    VOLUME_ARGS="-v ${VOLUME_NAME}:/workspace/apps/web/node_modules"
+    echo "使用缓存 volume: $VOLUME_NAME"
+  else
+    echo "提示: 未找到缓存 volume $VOLUME_NAME，将使用源码目录 node_modules"
+  fi
+fi
+
+docker run --rm   -v "$PWD:/workspace"   $VOLUME_ARGS   -w /workspace/apps/web   docker.m.daocloud.io/library/node:20   sh -lc "$CMD"