diff --git a/internal/common/helper.go b/internal/common/helper.go
index 35d55ee..8be8312 100644
--- a/internal/common/helper.go
+++ b/internal/common/helper.go
@@ -11,7 +11,6 @@ import (
 	"path/filepath"
 	"regexp"
 	"strconv"
-	"sync"
 
 	"metazone.cc/metalab/internal/model"
 
@@ -19,81 +18,44 @@ import (
 )
 
 // assetHashes 静态资源文件哈希表（URL 路径 → 短哈希，文件不变哈希不变）
-var (
-	assetHashes map[string]string
-	assetOnce   sync.Once
-)
+var assetHashes map[string]string
 
-// ComputeAssetHashes 遍历 static 目录，计算每个文件的 CRC32作为版本号
+// ComputeAssetHashes 遍历 static 目录，计算每个文件的 CRC32 作为版本号
 func ComputeAssetHashes(templateDir string) {
 	assetHashes = make(map[string]string)
-	staticDir := filepath.Join(templateDir, "static")
-	filepath.WalkDir(staticDir, func(path string, d fs.DirEntry, err error) error {
-		if err != nil || d.IsDir() {
-			return nil
-		}
-		// 只处理 .js 和 .css
-		ext := filepath.Ext(path)
-		if ext != ".js" && ext != ".css" {
-			return nil
-		}
-		data, err := os.ReadFile(path)
-		if err != nil {
-			return nil
-		}
-		h := crc32.ChecksumIEEE(data)
-		shortHash := strconv.FormatUint(uint64(h), 16)
-		// 生成 URL 路径：/static/...
-		rel, _ := filepath.Rel(filepath.Dir(templateDir), path)
-		urlPath := "/" + filepath.ToSlash(rel)
-		assetHashes[urlPath] = shortHash
-		return nil
-	})
-	// 也处理 shared/static 目录
-	sharedDir := filepath.Join(filepath.Dir(templateDir), "shared", "static")
-	filepath.WalkDir(sharedDir, func(path string, d fs.DirEntry, err error) error {
-		if err != nil || d.IsDir() {
-			return nil
-		}
-		ext := filepath.Ext(path)
-		if ext != ".js" && ext != ".css" {
-			return nil
-		}
-		data, err := os.ReadFile(path)
-		if err != nil {
-			return nil
-		}
-		h := crc32.ChecksumIEEE(data)
-		shortHash := strconv.FormatUint(uint64(h), 16)
-		rel, _ := filepath.Rel(filepath.Dir(templateDir), path)
-		urlPath := "/" + filepath.ToSlash(rel)
-		assetHashes[urlPath] = shortHash
-		return nil
-	})
-	// 也处理 admin/static 目录
-	adminDir := filepath.Join(filepath.Dir(templateDir), "admin", "static")
-	filepath.WalkDir(adminDir, func(path string, d fs.DirEntry, err error) error {
-		if err != nil || d.IsDir() {
-			return nil
-		}
-		ext := filepath.Ext(path)
-		if ext != ".js" && ext != ".css" {
-			return nil
-		}
-		data, err := os.ReadFile(path)
-		if err != nil {
-			return nil
-		}
-		h := crc32.ChecksumIEEE(data)
-		shortHash := strconv.FormatUint(uint64(h), 16)
-		rel, _ := filepath.Rel(filepath.Dir(templateDir), path)
-		urlPath := "/" + filepath.ToSlash(rel)
-		assetHashes[urlPath] = shortHash
-		return nil
-	})
+	// 前端主题：templates/MetaLab-2026/static → URL /static/
+	walkStaticDir(filepath.Join(templateDir, "static"), "/static")
+	// 共享资源：templates/shared/static → URL /shared/static/
+	walkStaticDir(filepath.Join(filepath.Dir(templateDir), "shared", "static"), "/shared/static")
+	// 管理后台：templates/admin/static → URL /admin/static/
+	walkStaticDir(filepath.Join(filepath.Dir(templateDir), "admin", "static"), "/admin/static")
 	log.Printf("[AssetHashes] computed %d file hashes", len(assetHashes))
 }
 
+// walkStaticDir 遍历目录，计算每个 .js/.css 的 CRC32，存入 assetHashes
+func walkStaticDir(dir, urlPrefix string) {
+	filepath.WalkDir(dir, func(path string, d fs.DirEntry, err error) error {
+		if err != nil || d.IsDir() {
+			return nil
+		}
+		ext := filepath.Ext(path)
+		if ext != ".js" && ext != ".css" {
+			return nil
+		}
+		data, err := os.ReadFile(path)
+		if err != nil {
+			return nil
+		}
+		h := crc32.ChecksumIEEE(data)
+		shortHash := strconv.FormatUint(uint64(h), 16)
+		// 生成 URL 路径：urlPrefix + 相对于 dir 的子路径
+		rel, _ := filepath.Rel(dir, path)
+		urlPath := urlPrefix + "/" + filepath.ToSlash(rel)
+		assetHashes[urlPath] = shortHash
+		return nil
+	})
+}
+
 // AssetV 返回指定静态资源的哈希版本号（模板函数）
 func AssetV(path string) string {
 	if h, ok := assetHashes[path]; ok {