diff --git a/scripts/convert_manifest.py b/scripts/convert_manifest.py
new file mode 100644
index 000000000..886d84eb8
--- /dev/null
+++ b/scripts/convert_manifest.py
@@ -0,0 +1,96 @@
+import orjson
+import os
+import shutil
+import sys
+from pathlib import Path
+
+# 将脚本所在的目录添加到系统路径中，以便导入项目模块
+sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), "..")))
+from src.common.logger import get_logger
+
+logger = get_logger("convert_manifest")
+
+def convert_and_copy_plugin(plugin_dir: Path, output_dir: Path):
+    """
+    转换插件的 _manifest.json 文件，并将其整个目录复制到输出位置。
+    """
+    manifest_path = plugin_dir / '_manifest.json'
+    if not manifest_path.is_file():
+        logger.warning(f"在目录 '{plugin_dir.name}' 中未找到 '_manifest.json'，已跳过。")
+        return
+
+    try:
+        # 1. 复制整个插件目录
+        target_plugin_dir = output_dir / plugin_dir.name
+        if target_plugin_dir.exists():
+            shutil.rmtree(target_plugin_dir)  # 如果目标已存在，先删除
+        shutil.copytree(plugin_dir, target_plugin_dir)
+        logger.info(f"已将插件 '{plugin_dir.name}' 完整复制到 '{target_plugin_dir}'")
+
+        # 2. 读取 manifest 并生成 __init__.py 内容
+        with open(manifest_path, 'rb') as f:
+            manifest = orjson.loads(f.read())
+
+        plugin_name = manifest.get('name', 'Unknown Plugin')
+        description = manifest.get('description', 'No description provided.')
+        version = manifest.get('version', '0.0.0')
+        author = manifest.get('author', {}).get('name', 'Unknown Author')
+        license_type = manifest.get('license', 'N/A')
+
+        meta_template = f'''from src.plugin_system.base.plugin_metadata import PluginMetadata
+
+__plugin_meta__ = PluginMetadata(
+    name="{plugin_name}",
+    description="{description}",
+    usage="暂无说明",
+    version="{version}",
+    author="{author}",
+    license="{license_type}",
+)
+'''
+        # 3. 在复制后的目录中创建或覆盖 __init__.py
+        output_init_path = target_plugin_dir / '__init__.py'
+        with open(output_init_path, 'w', encoding='utf-8') as f:
+            f.write(meta_template)
+        
+        # 4. 删除复制后的 _manifest.json
+        copied_manifest_path = target_plugin_dir / '_manifest.json'
+        if copied_manifest_path.is_file():
+            copied_manifest_path.unlink()
+
+        logger.info(f"成功为 '{plugin_dir.name}' 创建元数据文件并清理清单。")
+
+    except FileNotFoundError:
+        logger.error(f"错误: 在 '{manifest_path}' 未找到清单文件")
+    except orjson.JSONDecodeError:
+        logger.error(f"错误: 无法解析 '{manifest_path}' 的 JSON 内容")
+    except Exception as e:
+        logger.error(f"处理 '{plugin_dir.name}' 时发生意外错误: {e}")
+
+def main():
+    """
+    主函数，扫描 "plugins" 目录，并将合格的插件转换并复制到 "completed_plugins" 目录。
+    """
+    # 使用相对于脚本位置的固定路径
+    script_dir = Path(__file__).parent
+    input_path = script_dir / "pending_plugins"
+    output_path = script_dir / "completed_plugins"
+
+    if not input_path.is_dir():
+        logger.error(f"错误: 输入目录 '{input_path}' 不存在。")
+        input_path.mkdir(parents=True, exist_ok=True)
+        logger.info("请在新建的文件夹里面投入插件文件夹并重新启动脚本")
+        return
+
+    output_path.mkdir(parents=True, exist_ok=True)
+
+    logger.info(f"正在扫描 '{input_path}' 中的插件...")
+    for item in input_path.iterdir():
+        if item.is_dir():
+            logger.info(f"发现插件目录: '{item.name}'，开始处理...")
+            convert_and_copy_plugin(item, output_path)
+    
+    logger.info("所有插件处理完成。")
+
+if __name__ == "__main__":
+    main()
\ No newline at end of file
diff --git a/scripts/run_multi_stage_smoke.py b/scripts/test/run_multi_stage_smoke.py
similarity index 100%
rename from scripts/run_multi_stage_smoke.py
rename to scripts/test/run_multi_stage_smoke.py
diff --git a/scripts/text_length_analysis.py b/scripts/test/text_length_analysis.py
similarity index 100%
rename from scripts/text_length_analysis.py
rename to scripts/test/text_length_analysis.py