diff --git a/src/oebuild/app/plugins/bitbake/bitbake.py b/src/oebuild/app/plugins/bitbake/bitbake.py
index f2e5aafa44a20ec2841b35a51700f0a3ca3e0534..f4cf0cdd352aea8af034ccd0d148d77ffde768d0 100644
--- a/src/oebuild/app/plugins/bitbake/bitbake.py
+++ b/src/oebuild/app/plugins/bitbake/bitbake.py
@@ -81,7 +81,11 @@ class Bitbake(OebuildCommand):
         except CheckCompileError as c_e:
             log.err(str(c_e))
             return
-        parse_compile.pull_repos(self.configure.source_dir())
+
+        # if has manifest.yaml, init layer repo with it
+        yocto_dir = os.path.join(self.configure.source_dir(), "yocto-meta-openeuler")
+        manifest_path = os.path.join(yocto_dir, ".oebuild/manifest.yaml")
+        parse_compile.pull_repos(self.configure.source_dir(), manifest_path=manifest_path)
         parse_env = ParseEnv(env_dir='.env')
 
         if parse_compile.build_in == BUILD_IN_HOST:
diff --git a/src/oebuild/ogit.py b/src/oebuild/ogit.py
index f18a1bfe1629116594c77a05654defc7d1f23a91..608fe6bb9efd7a090def1bcc74eebad2a8ca55fc 100644
--- a/src/oebuild/ogit.py
+++ b/src/oebuild/ogit.py
@@ -13,6 +13,7 @@ See the Mulan PSL v2 for more details.
 import os
 
 import git
+from git import GitCommandError
 
 from oebuild.my_log import MyLog as log
 
@@ -143,3 +144,24 @@ class OGit:
             return "",""
         except ValueError:
             return "",""
+
+    def clone_or_pull_with_version(self, version, depth):
+        '''
+        clone or pull with version and depth
+        '''
+        repo = git.Repo.init(self._repo_dir)
+        remote = None
+        for item in repo.remotes:
+            if self._remote_url == item.url:
+                remote = item
+            else:
+                continue
+        if remote is None:
+            remote_name = "manifest"
+            remote = git.Remote.add(repo = repo, name = remote_name, url = self._remote_url)
+        log.info(f"Pulling into '{self._repo_dir}'...")
+        try:
+            repo.git.checkout(version)
+        except GitCommandError:
+            remote.fetch(version, depth = depth, progress=self.clone_process)
+            repo.git.checkout(version)
diff --git a/src/oebuild/parse_compile.py b/src/oebuild/parse_compile.py
index d1f678b8de225da510c4b6288d0808d7fa1319df..5e4f3889f2b31932f92c6511969336f4a5a47f28 100644
--- a/src/oebuild/parse_compile.py
+++ b/src/oebuild/parse_compile.py
@@ -172,17 +172,24 @@ class ParseCompile:
         '''
         return self.compile.tmp_dir
 
-    def pull_repos(self, base_dir):
+    def pull_repos(self, base_dir, manifest_path):
         '''
         Download the repos set in compile.yaml based on the given base path
         '''
+        manifest = None
+        if os.path.exists(manifest_path):
+            manifest = oebuild_util.read_yaml(pathlib.Path(manifest_path))['manifest_list']
         if not self.compile.not_use_repos:
             repos = self.compile.repos
-            for _, repo in repos.items():
+            for repo_local, repo in repos.items():
                 repo_dir = os.path.join(base_dir, repo.path)
                 try:
                     repo_git = OGit(repo_dir=repo_dir, remote_url=repo.url, branch=repo.refspec)
-                    repo_git.clone_or_pull_repo()
+                    if manifest is not None and repo_local in manifest:
+                        repo_item = manifest[repo_local]
+                        repo_git.clone_or_pull_with_version(version=repo_item['version'], depth=1)
+                    else:
+                        repo_git.clone_or_pull_repo()
                 except Exception as e_p:
                     raise e_p
 
diff --git a/src/oebuild/version.py b/src/oebuild/version.py
index c3d1e7e2e596bb7e754bee9955506b7a2ad31663..7c1203a2acb5dc28c76375fd4c14d063d32d6471 100644
--- a/src/oebuild/version.py
+++ b/src/oebuild/version.py
@@ -10,4 +10,4 @@ MERCHANTABILITY OR FIT FOR A PARTICULAR PURPOSE.
 See the Mulan PSL v2 for more details.
 '''
 
-__version__ = '0.0.13'
+__version__ = '0.0.14'