diff --git a/framework/fit/python/fit_cli/__init__.py b/framework/fit/python/fit_cli/__init__.py
new file mode 100644
index 000000000..e69de29bb
diff --git a/framework/fit/python/fit_cli/__main__.py b/framework/fit/python/fit_cli/__main__.py
new file mode 100644
index 000000000..40e2b013f
--- /dev/null
+++ b/framework/fit/python/fit_cli/__main__.py
@@ -0,0 +1,4 @@
+from .main import main
+
+if __name__ == "__main__":
+    main()
diff --git a/framework/fit/python/fit_cli/commands/__init__.py b/framework/fit/python/fit_cli/commands/__init__.py
new file mode 100644
index 000000000..e69de29bb
diff --git a/framework/fit/python/fit_cli/commands/init_cmd.py b/framework/fit/python/fit_cli/commands/init_cmd.py
new file mode 100644
index 000000000..e3552b34c
--- /dev/null
+++ b/framework/fit/python/fit_cli/commands/init_cmd.py
@@ -0,0 +1,61 @@
+from pathlib import Path
+
+TEMPLATE_PLUGIN = '''from fitframework.api.decorators import fitable # 引入 Fit for Python 框架核心接口
+
+# - 修改 ${genericable_id} / ${fitable_id} 为唯一的 ID
+# - 建议和插件功能相关，并且 GenericableId 必须全局唯一，通用的全局唯一方式可以采用域名的方式，例如：com.A.B
+@fitable("${genericable_id}", "${fitable_id}") # 指定可供调用函数的 genericable id 和 fitable id
+def hello(name: str) -> str: # 定义可供调用的函数，特别注意需要提供函数类型签名，可参照文档
+                             # - https://github.com/ModelEngine-Group/fit-framework/blob/main/docs/framework/fit/overview/00.%20%E6%A6%82%E8%BF%B0.md
+                             # - https://github.com/ModelEngine-Group/fit-framework/blob/main/docs/framework/fit/python/%E8%A2%AB%E6%B3%A8%E8%A7%A3%E5%87%BD%E6%95%B0%E7%AD%BE%E5%90%8D%E8%A7%84%E8%8C%83.md
+    """
+    一个简单的 FIT 插件示例函数
+
+    修改函数名和参数
+    - 函数名（hello）应根据功能调整，例如 concat, multiply
+    - 参数（name: str）可以增加多个，类型也可以是 int, float 等
+    """
+
+    return f"Hello, {name}!" # 提供函数实现逻辑
+    
+# 关于插件开发其他内容可参考官方文档：https://github.com/ModelEngine-Group/fit-framework/tree/main/docs/framework/fit/python
+'''
+
+def create_directory(path: Path):
+    """创建目录（如果不存在）"""
+    if not path.exists():
+        path.mkdir(parents=True)
+    return path
+
+
+def create_file(path: Path, content: str = "", overwrite: bool = False):
+    """创建文件，支持写入内容"""
+    if path.exists() and not overwrite:
+        print(f"⚠️ 文件 {path} 已存在，未覆盖。")
+        return
+    path.write_text(content, encoding="utf-8") if content else path.touch()
+
+
+def generate_plugin_structure(plugin_name: str):
+    """生成插件目录和文件结构"""
+    base_dir = Path("plugin") / plugin_name
+    src_dir = base_dir / "src"
+
+    # 创建目录
+    create_directory(base_dir)
+    create_directory(src_dir)
+
+    # 创建 __init__.py
+    init_file = src_dir / "__init__.py"
+    create_file(init_file)
+
+    # 创建 plugin.py
+    plugin_file = src_dir / "plugin.py"
+    create_file(plugin_file, TEMPLATE_PLUGIN)
+
+    print(f"✅ 已创建目录 {base_dir} ")
+
+
+def run(args):
+    """命令入口"""
+    generate_plugin_structure(args.name)
\ No newline at end of file
diff --git a/framework/fit/python/fit_cli/main.py b/framework/fit/python/fit_cli/main.py
new file mode 100644
index 000000000..120207f27
--- /dev/null
+++ b/framework/fit/python/fit_cli/main.py
@@ -0,0 +1,22 @@
+import argparse
+from fit_cli.commands import init_cmd
+
+def main():
+    parser = argparse.ArgumentParser(description="FIT Framework CLI 插件开发工具")
+    subparsers = parser.add_subparsers(dest="command")
+
+    # init
+    parser_init = subparsers.add_parser("init", help="生成插件模板")
+    parser_init.add_argument("name", help="插件目录名称")
+    parser_init.set_defaults(func=init_cmd.run)
+
+    args = parser.parse_args()
+
+    if hasattr(args, "func"):
+        args.func(args)
+    else:
+        parser.print_help()
+
+
+if __name__ == "__main__":
+    main()
diff --git a/framework/fit/python/fit_cli/readme.md b/framework/fit/python/fit_cli/readme.md
new file mode 100644
index 000000000..7ae782cf7
--- /dev/null
+++ b/framework/fit/python/fit_cli/readme.md
@@ -0,0 +1,14 @@
+# FIT CLI 工具
+
+FIT CLI 工具是基于 **FIT Framework** 的命令行开发工具，提供插件初始化、打包、发布等功能，帮助用户快速开发和管理 FIT 插件。
+
+---
+
+## 使用方式
+
+以 framework/fit/python 为项目根目录，运行：
+
+```bash
+python -m fit_cli init %{your_plugin_name}
+```
+将会在 plugin 目录中创建 %{your_plugin_name} 目录，并生成插件模板。