diff --git a/scripts/interpreter/gen_commit.py b/scripts/interpreter/gen_commit.py
index 47040be..0a9fd67 100755
--- a/scripts/interpreter/gen_commit.py
+++ b/scripts/interpreter/gen_commit.py
@@ -26,7 +26,9 @@ def gen_commit(project_path):
     agent.llm.model = "gpt-4o"
     agent.auto_run = True
 
-    convention_path = os.path.join(os.path.dirname(__file__), "resources/commit_convention.md")
+    convention_path = os.path.join(
+        os.path.dirname(__file__), "resources/commit_convention.md"
+    )
     with open(convention_path, "r") as f:
         convention_content = f.read()
 
@@ -52,7 +54,12 @@ Analyze the following git diff and generate a commit message:
 """
 
     response = agent.chat(prompt)
-    if isinstance(response, list) and response and isinstance(response[-1], dict) and "content" in response[-1]:
+    if (
+        isinstance(response, list)
+        and response
+        and isinstance(response[-1], dict)
+        and "content" in response[-1]
+    ):
         return response[-1]["content"].strip()
     return str(response).strip()
 
@@ -60,8 +67,14 @@ Analyze the following git diff and generate a commit message:
 async def has_submodules():
     """Check if the repository has any submodules."""
     proc = await asyncio.create_subprocess_exec(
-        "git", "config", "--file", ".gitmodules", "--get-regexp", r"^submodule\.",
-        stdout=asyncio.subprocess.PIPE, stderr=asyncio.subprocess.PIPE,
+        "git",
+        "config",
+        "--file",
+        ".gitmodules",
+        "--get-regexp",
+        r"^submodule\.",
+        stdout=asyncio.subprocess.PIPE,
+        stderr=asyncio.subprocess.PIPE,
     )
     stdout, stderr = await proc.communicate()
     return bool(stdout.decode().strip())
@@ -72,8 +85,14 @@ async def get_submodule_info():
         return {}
 
     proc = await asyncio.create_subprocess_exec(
-        "git", "config", "--file", ".gitmodules", "--get-regexp", r"^submodule\..*\.path$",
-        stdout=asyncio.subprocess.PIPE, stderr=asyncio.subprocess.PIPE,
+        "git",
+        "config",
+        "--file",
+        ".gitmodules",
+        "--get-regexp",
+        r"^submodule\..*\.path$",
+        stdout=asyncio.subprocess.PIPE,
+        stderr=asyncio.subprocess.PIPE,
     )
     stdout, stderr = await proc.communicate()
 
@@ -85,7 +104,7 @@ async def get_submodule_info():
     for line in stdout.decode().splitlines():
         parts = line.split()
         if len(parts) == 2:
-            name = parts[0].split('.')[1]
+            name = parts[0].split(".")[1]
             path = parts[1]
             abs_path = os.path.abspath(path)
             submodule_info[abs_path] = name
@@ -102,14 +121,15 @@ async def commit_and_push_submodules():
 
     proc = await asyncio.create_subprocess_shell(
         "git submodule foreach --quiet 'if [ -n \"$(git status --porcelain)\" ]; then echo $path; fi'",
-        stdout=asyncio.subprocess.PIPE, stderr=asyncio.subprocess.PIPE,
+        stdout=asyncio.subprocess.PIPE,
+        stderr=asyncio.subprocess.PIPE,
     )
     stdout, stderr = await proc.communicate()
     if stderr:
         print(f"Error checking submodules:\n{stderr.decode()}")
         return
 
-    submodule_paths = stdout.decode().strip().split('\n')
+    submodule_paths = stdout.decode().strip().split("\n")
     git_user, git_pass, _ = get_git_credentials()
 
     for submodule_path in submodule_paths:
@@ -123,8 +143,13 @@ async def commit_and_push_submodules():
         commit_msg = gen_commit(abs_path)
 
         proc = await asyncio.create_subprocess_exec(
-            "git", "remote", "get-url", "origin",
-            cwd=abs_path, stdout=asyncio.subprocess.PIPE, stderr=asyncio.subprocess.PIPE,
+            "git",
+            "remote",
+            "get-url",
+            "origin",
+            cwd=abs_path,
+            stdout=asyncio.subprocess.PIPE,
+            stderr=asyncio.subprocess.PIPE,
         )
         stdout, stderr = await proc.communicate()
         if stderr:
@@ -157,8 +182,12 @@ async def push_code():
     print(f"Changed to project path: {project_path}")
 
     proc = await asyncio.create_subprocess_exec(
-        "git", "remote", "get-url", "origin",
-        stdout=asyncio.subprocess.PIPE, stderr=asyncio.subprocess.PIPE,
+        "git",
+        "remote",
+        "get-url",
+        "origin",
+        stdout=asyncio.subprocess.PIPE,
+        stderr=asyncio.subprocess.PIPE,
     )
     stdout, stderr = await proc.communicate()
     if stderr: