diff --git a/scripts/init/init-dev-branch.py b/scripts/init/init-dev-branch.py
new file mode 100755
index 0000000..a09b139
--- /dev/null
+++ b/scripts/init/init-dev-branch.py
@@ -0,0 +1,354 @@
+#!/usr/bin/env python3
+"""开发分支工作区初始化脚本
+
+用于创建基于远端分支或新建的开发分支工作区。
+"""
+
+import argparse
+import subprocess
+import sys
+from pathlib import Path
+
+
+def run_git(args: list[str]) -> subprocess.CompletedProcess:
+    """执行 git 命令
+    
+    Args:
+        args: git 命令参数列表
+        
+    Returns:
+        subprocess.CompletedProcess 对象
+    """
+    return subprocess.run(
+        ["git"] + args,
+        capture_output=True,
+        text=True,
+        check=False
+    )
+
+
+def get_root_dir() -> Path:
+    """获取 git 仓库根目录
+    
+    Raises:
+        RuntimeError: 不在 git 仓库中
+    """
+    result = run_git(["rev-parse", "--show-toplevel"])
+    if result.returncode != 0:
+        raise RuntimeError("不在 git 仓库中")
+    return Path(result.stdout.strip())
+
+
+def fetch_remote() -> bool:
+    """从远端获取最新分支信息
+    
+    Returns:
+        是否成功获取
+    """
+    result = run_git(["fetch", "--quiet"])
+    if result.returncode != 0:
+        print("警告: 无法获取远端信息，继续使用本地数据")
+        return False
+    return True
+
+
+def get_all_remote_branches() -> list[str]:
+    """获取所有远端分支列表
+    
+    Returns:
+        远端分支列表
+    """
+    result = run_git(["branch", "-r"])
+    if result.returncode != 0:
+        return []
+    
+    return [line.strip() for line in result.stdout.strip().split("\n") if line.strip()]
+
+
+def get_remote_branches(branch_name: str) -> list[str]:
+    """获取远端匹配的分支列表
+    
+    Args:
+        branch_name: 分支名称
+        
+    Returns:
+        匹配的远端分支列表
+    """
+    result = run_git(["branch", "-r"])
+    if result.returncode != 0:
+        return []
+    
+    return [
+        line.strip()
+        for line in result.stdout.strip().split("\n")
+        if line.strip() and line.strip().endswith(f"/{branch_name}")
+    ]
+
+
+def branch_exists_local(branch_name: str) -> bool:
+    """检查本地分支是否存在
+    
+    Args:
+        branch_name: 分支名称
+        
+    Returns:
+        是否存在
+    """
+    result = run_git(["show-ref", "--verify", "--quiet", f"refs/heads/{branch_name}"])
+    return result.returncode == 0
+
+
+def worktree_exists(worktree_path: Path) -> bool:
+    """检查工作区是否存在
+    
+    Args:
+        worktree_path: 工作区路径
+        
+    Returns:
+        是否存在
+    """
+    result = run_git(["worktree", "list"])
+    if result.returncode != 0:
+        return False
+    return str(worktree_path) in result.stdout
+
+
+def extract_branch_name(remote_branch: str) -> str:
+    """从远端分支名提取分支名
+    
+    Args:
+        remote_branch: 远端分支名（如 origin/feature-123）
+        
+    Returns:
+        分支名（如 feature-123）
+    """
+    return remote_branch.split("/", 1)[1] if "/" in remote_branch else remote_branch
+
+
+def validate_branch_creation(branch_name: str, worktree_path: Path) -> None:
+    """验证是否可以创建分支和工作区
+    
+    Args:
+        branch_name: 分支名称
+        worktree_path: 工作区路径
+        
+    Raises:
+        RuntimeError: 验证失败
+    """
+    if worktree_path.exists():
+        raise RuntimeError(f"工作区已存在于 {worktree_path}")
+    
+    if worktree_exists(worktree_path):
+        raise RuntimeError(f"工作区 '{branch_name}' 已存在")
+    
+    if branch_exists_local(branch_name):
+        raise RuntimeError(f"本地分支 '{branch_name}' 已存在")
+
+
+def select_from_list(items: list[str], prompt: str, allow_create: bool = False) -> str | None:
+    """让用户从列表中选择
+    
+    Args:
+        items: 选项列表
+        prompt: 提示信息
+        allow_create: 是否允许创建新分支
+        
+    Returns:
+        用户选择的项，或 None 表示创建新分支
+    """
+    if not items:
+        return None
+    
+    print(prompt)
+    for i, item in enumerate(items, 1):
+        print(f"     {i}\t{item}")
+    
+    if allow_create:
+        print(f"     {len(items) + 1}\t创建新分支")
+    
+    print()
+    
+    max_choice = len(items) + 1 if allow_create else len(items)
+    
+    while True:
+        try:
+            selection = int(input(f"请选择 (1-{max_choice}): "))
+            if 1 <= selection <= len(items):
+                selected = items[selection - 1]
+                print(f"已选择: {selected}")
+                return selected
+            if allow_create and selection == len(items) + 1:
+                return None
+            print(f"错误: 请输入 1-{max_choice} 之间的数字")
+        except ValueError:
+            print("错误: 请输入有效的数字")
+        except KeyboardInterrupt:
+            print("\n操作已取消")
+            sys.exit(1)
+
+
+def input_branch_name() -> str:
+    """让用户输入分支名称
+    
+    Returns:
+        分支名称
+    """
+    while True:
+        try:
+            name = input("请输入新分支名称: ").strip()
+            if name:
+                return name
+            print("错误: 分支名称不能为空")
+        except KeyboardInterrupt:
+            print("\n操作已取消")
+            sys.exit(1)
+
+
+def create_worktree(branch_name: str, worktree_path: Path, base_branch: str | None = None) -> None:
+    """创建工作区
+    
+    Args:
+        branch_name: 新分支名称
+        worktree_path: 工作区路径
+        base_branch: 基础分支（可选）
+        
+    Raises:
+        RuntimeError: 创建失败
+    """
+    args = ["worktree", "add", "-b", branch_name, str(worktree_path)]
+    if base_branch:
+        args.append(base_branch)
+    
+    result = run_git(args)
+    if result.returncode != 0:
+        raise RuntimeError(f"创建工作区失败: {result.stderr.strip()}")
+
+
+def create_worktree_with_validation(
+    branch_name: str,
+    worktree_path: Path,
+    base_branch: str | None = None
+) -> None:
+    """验证并创建工作区
+    
+    Args:
+        branch_name: 新分支名称
+        worktree_path: 工作区路径
+        base_branch: 基础分支（可选）
+    """
+    validate_branch_creation(branch_name, worktree_path)
+    create_worktree(branch_name, worktree_path, base_branch)
+    print(f"工作区已创建于 {worktree_path}")
+
+
+def handle_with_branch_name(branch_name: str, worktrees_dir: Path) -> None:
+    """处理有分支名参数的情况
+    
+    Args:
+        branch_name: 分支名称
+        worktrees_dir: 工作区目录
+    """
+    worktree_path = worktrees_dir / branch_name
+    
+    try:
+        validate_branch_creation(branch_name, worktree_path)
+    except RuntimeError as e:
+        print(f"错误: {e}")
+        sys.exit(1)
+    
+    remote_branches = get_remote_branches(branch_name)
+    
+    try:
+        if remote_branches:
+            selected_branch = select_from_list(
+                remote_branches,
+                "找到远端分支:",
+                allow_create=True
+            )
+            if selected_branch:
+                create_worktree(branch_name, worktree_path, selected_branch)
+            else:
+                create_worktree(branch_name, worktree_path)
+        else:
+            print("未找到远端分支，创建新分支")
+            create_worktree(branch_name, worktree_path)
+        
+        print(f"工作区已创建于 {worktree_path}")
+    except RuntimeError as e:
+        print(f"错误: {e}")
+        sys.exit(1)
+
+
+def handle_without_branch_name(worktrees_dir: Path) -> None:
+    """处理无分支名参数的情况
+    
+    Args:
+        worktrees_dir: 工作区目录
+    """
+    remote_branches = get_all_remote_branches()
+    
+    if not remote_branches:
+        print("未找到远端分支")
+        sys.exit(1)
+    
+    selected_branch = select_from_list(
+        remote_branches,
+        "远端分支列表:",
+        allow_create=True
+    )
+    
+    if selected_branch:
+        branch_name = extract_branch_name(selected_branch)
+        worktree_path = worktrees_dir / branch_name
+        
+        try:
+            create_worktree_with_validation(branch_name, worktree_path, selected_branch)
+        except RuntimeError as e:
+            print(f"错误: {e}")
+            sys.exit(1)
+    else:
+        branch_name = input_branch_name()
+        worktree_path = worktrees_dir / branch_name
+        
+        try:
+            create_worktree_with_validation(branch_name, worktree_path)
+        except RuntimeError as e:
+            print(f"错误: {e}")
+            sys.exit(1)
+
+
+def main() -> None:
+    parser = argparse.ArgumentParser(
+        description="创建开发分支工作区",
+        formatter_class=argparse.RawDescriptionHelpFormatter,
+        epilog="""
+示例:
+  %(prog)s                  # 列出远端分支供选择
+  %(prog)s feature-123      # 创建 feature-123 工作区
+  %(prog)s bugfix-456       # 创建 bugfix-456 工作区
+        """
+    )
+    parser.add_argument("branch_name", nargs="?", help="分支名称（可选）")
+    
+    args = parser.parse_args()
+    
+    try:
+        root_dir = get_root_dir()
+    except RuntimeError as e:
+        print(f"错误: {e}")
+        sys.exit(1)
+    
+    worktrees_dir = root_dir / ".worktrees"
+    worktrees_dir.mkdir(parents=True, exist_ok=True)
+    
+    print("正在从远端获取最新分支信息...")
+    fetch_remote()
+    
+    if args.branch_name:
+        handle_with_branch_name(args.branch_name, worktrees_dir)
+    else:
+        handle_without_branch_name(worktrees_dir)
+
+
+if __name__ == "__main__":
+    main()
diff --git a/scripts/init/init-dev-branch.sh b/scripts/init/init-dev-branch.sh
deleted file mode 100755
index f560016..0000000
--- a/scripts/init/init-dev-branch.sh
+++ /dev/null
@@ -1,18 +0,0 @@
-#!/bin/bash
-
-set -euo pipefail
-
-if [ $# -eq 0 ]; then
-  echo "Usage: $0 <branch-name>"
-  exit 1
-fi
-
-BRANCH_NAME="$1"
-ROOT_DIR=$(git rev-parse --show-toplevel)
-WORKTREES_DIR="$ROOT_DIR/.worktrees"
-
-mkdir -p "$WORKTREES_DIR"
-
-git worktree add -b "$BRANCH_NAME" "$WORKTREES_DIR/$BRANCH_NAME"
-
-echo "Worktree created at $WORKTREES_DIR/$BRANCH_NAME"