diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 1a2f664f4..ff1a5f19e 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -58,10 +58,19 @@ jobs:
             ${{ runner.os }}-pnpm-store-
 
       - name: Install dependencies
-        run: pnpm install --frozen-lockfile
+        run: pnpm install
 
-      - name: Build Vite
-        run: pnpm run build:vite
+      - name: Download uv binaries for macOS
+        if: matrix.platform == 'mac'
+        run: pnpm run uv:download:mac
+
+      - name: Download uv binaries for Windows
+        if: matrix.platform == 'win'
+        run: pnpm run uv:download:win
+
+      - name: Download uv binaries for Linux
+        if: matrix.platform == 'linux'
+        run: pnpm run uv:download:linux
 
       # macOS specific steps
       - name: Build macOS
@@ -80,10 +89,6 @@ jobs:
           ulimit -n 65536
           echo "File descriptor limit: $(ulimit -n)"
           
-          # Create missing bin directories to avoid warnings
-          mkdir -p resources/bin/darwin-x64
-          mkdir -p resources/bin/darwin-arm64
-          
           pnpm run package:mac
 
       # Windows specific steps
@@ -103,15 +108,6 @@ jobs:
           GH_TOKEN: ${{ secrets.GITHUB_TOKEN }}
         run: pnpm run package:linux
 
-      - name: List build artifacts
-        shell: bash
-        run: |
-          echo "=== Build artifacts in release/ folder ==="
-          ls -lh release/ || echo "No release folder found"
-          echo ""
-          echo "=== File types generated ==="
-          find release/ -type f -exec file {} \; || true
-
       - name: Upload artifacts
         uses: actions/upload-artifact@v4
         with:
diff --git a/package.json b/package.json
index 05aafec50..0778ac9ec 100644
--- a/package.json
+++ b/package.json
@@ -30,6 +30,10 @@
     "test:e2e": "playwright test",
     "clean": "node -e \"['dist','dist-electron','release'].forEach(d=>require('fs').rmSync(d,{recursive:true,force:true}))\"",
     "uv:download": "zx scripts/download-bundled-uv.mjs",
+    "uv:download:mac": "zx scripts/download-bundled-uv.mjs --platform=mac",
+    "uv:download:win": "zx scripts/download-bundled-uv.mjs --platform=win",
+    "uv:download:linux": "zx scripts/download-bundled-uv.mjs --platform=linux",
+    "uv:download:all": "zx scripts/download-bundled-uv.mjs --all",
     "icons": "zx scripts/generate-icons.mjs",
     "package": "electron-builder",
     "package:mac": "vite build && zx scripts/bundle-openclaw.mjs && electron-builder --mac",
diff --git a/scripts/download-bundled-uv.mjs b/scripts/download-bundled-uv.mjs
index 58ae7b961..eb655d93f 100644
--- a/scripts/download-bundled-uv.mjs
+++ b/scripts/download-bundled-uv.mjs
@@ -17,12 +17,31 @@ const TARGETS = {
     filename: 'uv-x86_64-apple-darwin.tar.gz',
     binName: 'uv',
   },
+  'win32-arm64': {
+    filename: 'uv-aarch64-pc-windows-msvc.zip',
+    binName: 'uv.exe',
+  },
   'win32-x64': {
     filename: 'uv-x86_64-pc-windows-msvc.zip',
     binName: 'uv.exe',
+  },
+  'linux-arm64': {
+    filename: 'uv-aarch64-unknown-linux-gnu.tar.gz',
+    binName: 'uv',
+  },
+  'linux-x64': {
+    filename: 'uv-x86_64-unknown-linux-gnu.tar.gz',
+    binName: 'uv',
   }
 };
 
+// Platform groups for building multi-arch packages
+const PLATFORM_GROUPS = {
+  'mac': ['darwin-x64', 'darwin-arm64'],
+  'win': ['win32-x64', 'win32-arm64'],
+  'linux': ['linux-x64', 'linux-arm64']
+};
+
 async function setupTarget(id) {
   const target = TARGETS[id];
   if (!target) {
@@ -98,17 +117,31 @@ async function setupTarget(id) {
 }
 
 // Main logic
-const args = process.argv.slice(3); // zx scripts/file.mjs --all -> argv is [node, zx, file, --all] ? or similar. 
-// zx execution: process.argv is [node, script, users_args...]
-// Let's use minimist which zx includes globally as `argv`
 const downloadAll = argv.all;
+const platform = argv.platform;
 
 if (downloadAll) {
+  // Download for all platforms
   echo(chalk.cyan`🌐 Downloading uv binaries for ALL supported platforms...`);
   for (const id of Object.keys(TARGETS)) {
     await setupTarget(id);
   }
+} else if (platform) {
+  // Download for a specific platform (e.g., --platform=mac)
+  const targets = PLATFORM_GROUPS[platform];
+  if (!targets) {
+    echo(chalk.red`❌ Unknown platform: ${platform}`);
+    echo(`Available platforms: ${Object.keys(PLATFORM_GROUPS).join(', ')}`);
+    process.exit(1);
+  }
+  
+  echo(chalk.cyan`🎯 Downloading uv binaries for platform: ${platform}`);
+  echo(`   Architectures: ${targets.join(', ')}`);
+  for (const id of targets) {
+    await setupTarget(id);
+  }
 } else {
+  // Download for current system only (default for local dev)
   const currentId = `${os.platform()}-${os.arch()}`;
   echo(chalk.cyan`💻 Detected system: ${currentId}`);
   
@@ -117,6 +150,8 @@ if (downloadAll) {
   } else {
     echo(chalk.red`❌ Current system ${currentId} is not in the supported download list.`);
     echo(`Supported targets: ${Object.keys(TARGETS).join(', ')}`);
+    echo(`\nTip: Use --platform=<platform> to download for a specific platform`);
+    echo(`     Use --all to download for all platforms`);
     process.exit(1);
   }
 }