diff --git a/.gitea/workflows/ci-cd.yml b/.gitea/workflows/ci-cd.yml
index ce2263365..6407a32e0 100644
--- a/.gitea/workflows/ci-cd.yml
+++ b/.gitea/workflows/ci-cd.yml
@@ -585,23 +585,36 @@ jobs:
         \ \\\n  sh -lc 'npm ci'\n"
     - name: Run ESLint
       shell: sh
-      run: "set -eu\ndocker run --rm \\\n  -v \"$PWD:/workspace\" \\\n  -w /workspace/apps/web\
-        \ \\\n  docker.m.daocloud.io/library/node:20 \\\n  sh -lc 'npx eslint src\
-        \ --ext .ts,.tsx --max-warnings 50'\n"
+      run: "set -eu\nNPM_CACHE_VOLUME=\"xiaoxia-npm-cache\"\nif ! docker volume inspect\
+        \ \"$NPM_CACHE_VOLUME\" >/dev/null 2>&1; then\n  docker volume create \"$NPM_CACHE_VOLUME\"\
+        \ >/dev/null\n  echo \"Created npm cache volume: $NPM_CACHE_VOLUME\"\nfi\n\
+        docker run --rm \\\n  -v \"$PWD:/workspace\" \\\n  -v \"$NPM_CACHE_VOLUME:/workspace/apps/web/node_modules\"\
+        \ \\\n  -w /workspace/apps/web \\\n  docker.m.daocloud.io/library/node:20\
+        \ \\\n  sh -lc 'npx eslint src --ext .ts,.tsx --max-warnings 50'\n"
     - name: Run TypeScript type check
       shell: sh
-      run: "set -eu\ndocker run --rm \\\n  -v \"$PWD:/workspace\" \\\n  -w /workspace/apps/web\
-        \ \\\n  docker.m.daocloud.io/library/node:20 \\\n  sh -lc 'npx tsc --noEmit'\n"
+      run: "set -eu\nNPM_CACHE_VOLUME=\"xiaoxia-npm-cache\"\nif ! docker volume inspect\
+        \ \"$NPM_CACHE_VOLUME\" >/dev/null 2>&1; then\n  docker volume create \"$NPM_CACHE_VOLUME\"\
+        \ >/dev/null\n  echo \"Created npm cache volume: $NPM_CACHE_VOLUME\"\nfi\n\
+        docker run --rm \\\n  -v \"$PWD:/workspace\" \\\n  -v \"$NPM_CACHE_VOLUME:/workspace/apps/web/node_modules\"\
+        \ \\\n  -w /workspace/apps/web \\\n  docker.m.daocloud.io/library/node:20\
+        \ \\\n  sh -lc 'npx tsc --noEmit'\n"
     - name: Run Prettier check
       shell: sh
-      run: "set -eu\ndocker run --rm \\\n  -v \"$PWD:/workspace\" \\\n  -w /workspace/apps/web\
-        \ \\\n  docker.m.daocloud.io/library/node:20 \\\n  sh -lc 'npx prettier --check\
-        \ \"src/**/*.{ts,tsx,md}\"'\n"
+      run: "set -eu\nNPM_CACHE_VOLUME=\"xiaoxia-npm-cache\"\nif ! docker volume inspect\
+        \ \"$NPM_CACHE_VOLUME\" >/dev/null 2>&1; then\n  docker volume create \"$NPM_CACHE_VOLUME\"\
+        \ >/dev/null\n  echo \"Created npm cache volume: $NPM_CACHE_VOLUME\"\nfi\n\
+        docker run --rm \\\n  -v \"$PWD:/workspace\" \\\n  -v \"$NPM_CACHE_VOLUME:/workspace/apps/web/node_modules\"\
+        \ \\\n  -w /workspace/apps/web \\\n  docker.m.daocloud.io/library/node:20\
+        \ \\\n  sh -lc 'npx prettier --check \"src/**/*.{ts,tsx,md}\"'\n"
     - name: Run Vitest tests
       shell: sh
-      run: "set -eu\ndocker run --rm \\\n  -v \"$PWD:/workspace\" \\\n  -w /workspace/apps/web\
-        \ \\\n  docker.m.daocloud.io/library/node:20 \\\n  sh -lc 'npx vitest run\
-        \ src/test'\n"
+      run: "set -eu\nNPM_CACHE_VOLUME=\"xiaoxia-npm-cache\"\nif ! docker volume inspect\
+        \ \"$NPM_CACHE_VOLUME\" >/dev/null 2>&1; then\n  docker volume create \"$NPM_CACHE_VOLUME\"\
+        \ >/dev/null\n  echo \"Created npm cache volume: $NPM_CACHE_VOLUME\"\nfi\n\
+        docker run --rm \\\n  -v \"$PWD:/workspace\" \\\n  -v \"$NPM_CACHE_VOLUME:/workspace/apps/web/node_modules\"\
+        \ \\\n  -w /workspace/apps/web \\\n  docker.m.daocloud.io/library/node:20\
+        \ \\\n  sh -lc 'npx vitest run src/test'\n"
     - name: Job duration summary
       if: always()
       shell: sh