diff --git a/README.md b/README.md
index 075dc9c..cfc6ca1 100644
--- a/README.md
+++ b/README.md
@@ -34,6 +34,6 @@ python web_server.py
 
 ## 项目结构
 
-- `yuanbao_agent_chat.py` - Agent 核心，Playwright 控制 DeepSeek + 本地命令执行
+- `deepseek_agent.py` - Agent 核心，Playwright 控制 DeepSeek + 本地命令执行
 - `web_server.py` - Flask Web 控制台，SocketIO 实时通信
 - `detect_generating.py` - 调试工具，探测页面生成状态
diff --git a/yuanbao_agent_chat.py b/deepseek_agent.py
similarity index 100%
rename from yuanbao_agent_chat.py
rename to deepseek_agent.py
diff --git a/test_agent_tools.py b/test_agent_tools.py
new file mode 100644
index 0000000..28e32a1
--- /dev/null
+++ b/test_agent_tools.py
@@ -0,0 +1,216 @@
+"""
+元宝 Agent 工具测试脚本
+测试本地工具调用功能，包含 conda 命令
+"""
+
+import subprocess
+import sys
+from pathlib import Path
+
+# 测试工具注册表
+class ToolTester:
+    def __init__(self):
+        self.results = []
+    
+    def test(self, name: str, func, *args):
+        """运行单个测试"""
+        print(f"\n{'='*50}")
+        print(f"测试: {name}")
+        print(f"参数: {args}")
+        print(f"{'='*50}")
+        
+        try:
+            result = func(*args)
+            success = "[错误]" not in result and "失败" not in result
+            status = "[PASS]" if success else "[FAIL]"
+            
+            print(f"结果:\n{result[:500]}{'...' if len(result) > 500 else ''}")
+            print(f"状态: {status}")
+            
+            self.results.append({
+                "name": name,
+                "success": success,
+                "result": result
+            })
+            return success
+            
+        except Exception as e:
+            print(f"异常: {e}")
+            self.results.append({
+                "name": name,
+                "success": False,
+                "result": str(e)
+            })
+            return False
+    
+    def report(self):
+        """输出测试报告"""
+        print(f"\n{'='*50}")
+        print("测试报告")
+        print(f"{'='*50}")
+        
+        passed = sum(1 for r in self.results if r["success"])
+        total = len(self.results)
+        
+        for r in self.results:
+            icon = "[OK]" if r["success"] else "[FAIL]"
+            print(f"{icon} {r['name']}")
+        
+        print(f"\n总计: {passed}/{total} 通过")
+        return passed == total
+
+
+# ============ 工具实现 ============
+
+def tool_read_file(path: str) -> str:
+    """读取本地文件内容"""
+    try:
+        file_path = Path(path).expanduser().resolve()
+        if not file_path.exists():
+            return f"[错误] 文件不存在: {path}"
+        content = file_path.read_text(encoding="utf-8", errors="ignore")
+        if len(content) > 3000:
+            content = content[:3000] + f"\n... (已截断，共 {len(content)} 字符)"
+        return content
+    except Exception as e:
+        return f"[错误] {e}"
+
+
+def tool_list_dir(path: str = ".") -> str:
+    """列出目录内容"""
+    try:
+        dir_path = Path(path).expanduser().resolve()
+        if not dir_path.exists():
+            return f"[错误] 目录不存在: {path}"
+        
+        items = []
+        for item in sorted(dir_path.iterdir()):
+            prefix = "[DIR]" if item.is_dir() else "[FILE]"
+            size = ""
+            if item.is_file():
+                try:
+                    size_bytes = item.stat().st_size
+                    size = f" ({size_bytes:,} bytes)"
+                except:
+                    pass
+            items.append(f"{prefix} {item.name}{size}")
+        
+        return f"目录: {dir_path}\n" + "\n".join(items[:30])
+    except Exception as e:
+        return f"[错误] {e}"
+
+
+def tool_run_command(command: str) -> str:
+    """执行本地命令"""
+    try:
+        # 使用 shell=True 以支持 conda 等需要 shell 环境的命令
+        result = subprocess.run(
+            command,
+            shell=True,
+            capture_output=True,
+            text=True,
+            timeout=30,
+            encoding="utf-8",
+            errors="ignore"
+        )
+        
+        output = result.stdout
+        if result.stderr:
+            output += f"\n[stderr]\n{result.stderr}"
+        
+        if len(output) > 3000:
+            output = output[:3000] + "\n... (已截断)"
+        
+        return f"命令: {command}\n退出码: {result.returncode}\n\n{output}"
+    except subprocess.TimeoutExpired:
+        return f"[错误] 命令执行超时: {command}"
+    except Exception as e:
+        return f"[错误] {e}"
+
+
+def tool_conda_env_list() -> str:
+    """列出所有 conda 环境"""
+    return tool_run_command("conda env list")
+
+
+def tool_conda_info() -> str:
+    """显示 conda 信息"""
+    return tool_run_command("conda info")
+
+
+def tool_conda_list(env: str = "base") -> str:
+    """列出指定环境的包"""
+    return tool_run_command(f"conda list -n {env}")
+
+
+def tool_python_version() -> str:
+    """显示 Python 版本"""
+    return tool_run_command("python --version")
+
+
+def tool_pip_list() -> str:
+    """列出 pip 包"""
+    return tool_run_command("pip list")
+
+
+# ============ 主测试 ============
+
+def main():
+    print("=" * 60)
+    print("元宝 Agent 工具测试")
+    print("=" * 60)
+    
+    tester = ToolTester()
+    
+    # 1. 基础文件操作测试
+    tester.test("读取当前脚本", tool_read_file, __file__)
+    tester.test("列出当前目录", tool_list_dir, ".")
+    tester.test("列出用户目录", tool_list_dir, "~")
+    
+    # 2. 基础命令测试
+    tester.test("Python 版本", tool_python_version)
+    tester.test("系统信息 (systeminfo)", tool_run_command, "systeminfo | findstr /B /C:\"OS\" | head -5")
+    tester.test("当前目录", tool_run_command, "cd")
+    
+    # 3. Conda 相关测试
+    print("\n" + "=" * 60)
+    print("Conda 测试")
+    print("=" * 60)
+    
+    # 先检查 conda 是否可用
+    conda_check = tool_run_command("conda --version")
+    print(f"\n检查 conda:\n{conda_check}")
+    
+    if "错误" not in conda_check and "conda" in conda_check.lower():
+        tester.test("conda 环境列表", tool_conda_env_list)
+        tester.test("conda 信息", tool_conda_info)
+        tester.test("base 环境包列表 (前20行)", tool_run_command, "conda list -n base | head -20")
+    else:
+        print("⚠️ 未检测到 conda，跳过 conda 测试")
+        tester.results.append({
+            "name": "conda 环境列表",
+            "success": False,
+            "result": "conda 未安装或未添加到 PATH"
+        })
+    
+    # 4. pip 测试
+    tester.test("pip 包列表 (前20行)", tool_run_command, "pip list | head -20")
+    
+    # 5. 复杂命令测试
+    tester.test("查找 Python 文件", tool_run_command, "dir /s /b *.py 2>nul | head -10")
+    
+    # 输出报告
+    all_passed = tester.report()
+    
+    print("\n" + "=" * 60)
+    if all_passed:
+        print("[SUCCESS] 所有测试通过！")
+    else:
+        print("[WARNING] 部分测试失败，请检查环境配置")
+    print("=" * 60)
+    
+    return 0 if all_passed else 1
+
+
+if __name__ == "__main__":
+    sys.exit(main())
diff --git a/test_output.txt b/test_output.txt
new file mode 100644
index 0000000..da3a8f7
Binary files /dev/null and b/test_output.txt differ
diff --git a/web_server.py b/web_server.py
index a54eb2e..60809a4 100644
--- a/web_server.py
+++ b/web_server.py
@@ -15,7 +15,7 @@ from flask import Flask, render_template_string
 from flask_socketio import SocketIO, emit
 
 # 导入 DeepSeek Agent 的核心类
-from yuanbao_agent_chat import SoloAgent, ExecutionEngine
+from deepseek_agent import SoloAgent, ExecutionEngine
 
 app = Flask(__name__)
 app.config['SECRET_KEY'] = 'deepseek-agent-secret'
diff --git a/yuanbao_agent_chat_new.py b/yuanbao_agent_chat_new.py
new file mode 100644
index 0000000..12dfce0
--- /dev/null
+++ b/yuanbao_agent_chat_new.py
@@ -0,0 +1 @@
+omitted
\ No newline at end of file
diff --git a/yuanbao_agent_mvp.py b/yuanbao_agent_mvp.py
new file mode 100644
index 0000000..a25aab0
--- /dev/null
+++ b/yuanbao_agent_mvp.py
@@ -0,0 +1,373 @@
+"""
+元宝全自动代理 MVP
+验证思路：通过 Playwright 拦截元宝对话，识别本地调用意图，
+执行本地操作后将结果注入回对话。
+
+核心机制：
+1. 监听元宝输入框，检测特殊指令标记（如 /local 或 @agent）
+2. 拦截用户输入，在本地执行
+3. 将执行结果作为"用户消息"注入回对话
+4. 元宝基于结果继续回复
+"""
+
+import asyncio
+import json
+import re
+import subprocess
+import sys
+import time
+from pathlib import Path
+from typing import Optional, Callable
+
+from playwright.async_api import async_playwright, Page, BrowserContext
+
+YUANBAO_URL = "https://yuanbao.tencent.com/chat"
+
+# 本地工具注册表
+TOOLS: dict[str, Callable] = {}
+
+
+def register_tool(name: str):
+    """工具装饰器"""
+    def decorator(func: Callable):
+        TOOLS[name] = func
+        return func
+    return decorator
+
+
+# ============ 本地工具实现 ============
+
+@register_tool("read_file")
+def tool_read_file(path: str) -> str:
+    """读取本地文件内容"""
+    try:
+        file_path = Path(path).expanduser().resolve()
+        if not file_path.exists():
+            return f"[错误] 文件不存在: {path}"
+        content = file_path.read_text(encoding="utf-8", errors="ignore")
+        # 截断过长内容
+        if len(content) > 5000:
+            content = content[:5000] + f"\n... (已截断，共 {len(content)} 字符)"
+        return f"[文件内容: {path}]\n```\n{content}\n```"
+    except Exception as e:
+        return f"[错误] 读取文件失败: {e}"
+
+
+@register_tool("list_dir")
+def tool_list_dir(path: str = ".") -> str:
+    """列出目录内容"""
+    try:
+        dir_path = Path(path).expanduser().resolve()
+        if not dir_path.exists():
+            return f"[错误] 目录不存在: {path}"
+        items = []
+        for item in sorted(dir_path.iterdir()):
+            item_type = "📁" if item.is_dir() else "📄"
+            items.append(f"{item_type} {item.name}")
+        return f"[目录列表: {path}]\n" + "\n".join(items[:50])
+    except Exception as e:
+        return f"[错误] 列出目录失败: {e}"
+
+
+@register_tool("run_command")
+def tool_run_command(command: str) -> str:
+    """执行本地命令"""
+    try:
+        result = subprocess.run(
+            command,
+            shell=True,
+            capture_output=True,
+            text=True,
+            timeout=30,
+            encoding="utf-8",
+            errors="ignore"
+        )
+        output = result.stdout
+        if result.stderr:
+            output += f"\n[stderr]\n{result.stderr}"
+        # 截断过长输出
+        if len(output) > 5000:
+            output = output[:5000] + f"\n... (已截断，共 {len(output)} 字符)"
+        return f"[命令执行: {command}]\n返回码: {result.returncode}\n```\n{output}\n```"
+    except subprocess.TimeoutExpired:
+        return f"[错误] 命令执行超时: {command}"
+    except Exception as e:
+        return f"[错误] 执行命令失败: {e}"
+
+
+@register_tool("web_search")
+def tool_web_search(query: str) -> str:
+    """模拟网络搜索（MVP 阶段返回提示）"""
+    return f"[搜索: {query}]\nMVP 阶段暂未接入真实搜索，请直接询问元宝。"
+
+
+# ============ 指令解析器 ============
+
+class CommandParser:
+    """解析用户输入中的本地调用指令"""
+    
+    # 指令模式：@agent:tool_name(args) 或 /local tool_name args
+    PATTERNS = [
+        # @agent:read_file("/path/to/file")
+        r'@agent:(\w+)\s*\(\s*["\']?([^"\')]*)["\']?\s*\)',
+        # /local read_file /path/to/file
+        r'/local\s+(\w+)\s+(.+?)(?:\n|$)',
+        # ```local
+        # read_file /path/to/file
+        # ```
+        r'```local\s*\n(\w+)\s+(.+?)\n```',
+    ]
+    
+    def parse(self, text: str) -> Optional[dict]:
+        """解析指令，返回工具调用信息或 None"""
+        text = text.strip()
+        
+        # 模式 1: @agent:tool_name(args)
+        match = re.search(self.PATTERNS[0], text)
+        if match:
+            return {
+                "tool": match.group(1),
+                "args": [match.group(2)],
+                "raw": match.group(0)
+            }
+        
+        # 模式 2: /local tool_name args
+        match = re.search(self.PATTERNS[1], text)
+        if match:
+            return {
+                "tool": match.group(1),
+                "args": [match.group(2).strip()],
+                "raw": match.group(0)
+            }
+        
+        # 模式 3: ```local ... ```
+        match = re.search(self.PATTERNS[2], text, re.DOTALL)
+        if match:
+            return {
+                "tool": match.group(1),
+                "args": [match.group(2).strip()],
+                "raw": match.group(0)
+            }
+        
+        return None
+
+
+# ============ 元宝页面操作 ============
+
+class YuanbaoController:
+    """控制元宝网页的输入输出"""
+    
+    def __init__(self, page: Page):
+        self.page = page
+        self.parser = CommandParser()
+    
+    async def find_input_box(self):
+        """查找输入框"""
+        selectors = [
+            "div[contenteditable='true'][data-placeholder]",
+            "div[contenteditable='true']",
+            "textarea[placeholder]",
+            "textarea",
+        ]
+        for sel in selectors:
+            try:
+                el = await self.page.wait_for_selector(sel, timeout=3000)
+                if el:
+                    return el
+            except Exception:
+                continue
+        return None
+    
+    async def inject_message(self, content: str):
+        """将内容注入到输入框并发送"""
+        input_box = await self.find_input_box()
+        if not input_box:
+            print("[MVP] 未找到输入框")
+            return False
+        
+        # 点击输入框
+        await input_box.click()
+        await asyncio.sleep(0.3)
+        
+        # 清空现有内容
+        await self.page.keyboard.press("Control+a")
+        await self.page.keyboard.press("Delete")
+        await asyncio.sleep(0.2)
+        
+        # 输入内容
+        # 分段输入避免过长
+        max_chunk = 500
+        for i in range(0, len(content), max_chunk):
+            chunk = content[i:i+max_chunk]
+            await input_box.type(chunk, delay=5)
+        
+        await asyncio.sleep(0.5)
+        
+        # 发送
+        await self._click_send(input_box)
+        return True
+    
+    async def _click_send(self, input_box):
+        """点击发送按钮"""
+        send_selectors = [
+            "button[class*='send']",
+            "button[aria-label*='发送']",
+            "button[title*='发送']",
+            "div[class*='send-btn']",
+        ]
+        for sel in send_selectors:
+            try:
+                btn = self.page.locator(sel).last
+                if await btn.is_visible():
+                    await btn.click()
+                    return
+            except Exception:
+                continue
+        # 回退到 Enter
+        await input_box.press("Enter")
+    
+    async def get_last_user_message(self) -> Optional[str]:
+        """获取最后一条用户消息"""
+        try:
+            # 查找用户消息
+            messages = await self.page.evaluate("""
+                () => {
+                    const items = document.querySelectorAll('.agent-chat__list__item--user, [class*="user"]');
+                    const last = items[items.length - 1];
+                    return last ? last.innerText?.trim() : null;
+                }
+            """)
+            return messages
+        except Exception as e:
+            print(f"[MVP] 获取消息失败: {e}")
+            return None
+    
+    async def intercept_and_execute(self, user_input: str) -> Optional[str]:
+        """
+        拦截用户输入，如果包含本地指令则执行并返回结果
+        返回: 要注入回对话的内容，或 None（无需拦截）
+        """
+        cmd = self.parser.parse(user_input)
+        if not cmd:
+            return None
+        
+        tool_name = cmd["tool"]
+        args = cmd["args"]
+        
+        print(f"[MVP] 检测到本地指令: {tool_name}({args})")
+        
+        # 执行工具
+        if tool_name not in TOOLS:
+            return f"[错误] 未知工具: {tool_name}。可用工具: {list(TOOLS.keys())}"
+        
+        try:
+            result = TOOLS[tool_name](*args)
+            # 包装成自然对话格式
+            return f"[本地执行结果]\n{result}\n\n请基于以上结果继续回答。"
+        except Exception as e:
+            return f"[错误] 工具执行失败: {e}"
+
+
+# ============ 主循环 ============
+
+class YuanbaoAgentMVP:
+    """元宝全自动代理 MVP"""
+    
+    def __init__(self):
+        self.context: Optional[BrowserContext] = None
+        self.page: Optional[Page] = None
+        self.controller: Optional[YuanbaoController] = None
+        self._last_processed: Optional[str] = None
+    
+    async def run(self):
+        """启动 MVP"""
+        print("=" * 60)
+        print("  元宝全自动代理 MVP")
+        print("=" * 60)
+        print("\n使用说明:")
+        print("  1. 在元宝对话中输入特殊指令触发本地调用:")
+        print("     - @agent:read_file('/path/to/file')")
+        print("     - /local list_dir /path/to/dir")
+        print("     - ```local\nrun_command ls -la\n```")
+        print("  2. 系统将拦截指令，执行本地操作")
+        print("  3. 执行结果将注入回对话，元宝基于结果继续")
+        print("\n按 Ctrl+C 退出\n")
+        
+        async with async_playwright() as p:
+            # 启动浏览器
+            print("[MVP] 启动浏览器...")
+            user_data_dir = str(Path.home() / ".yuanbao_agent_profile")
+            self.context = await p.chromium.launch_persistent_context(
+                user_data_dir=user_data_dir,
+                channel="chrome",
+                headless=False,
+                args=["--start-maximized"],
+                no_viewport=True,
+            )
+            
+            self.page = self.context.pages[0] if self.context.pages else await self.context.new_page()
+            await self.page.goto(YUANBAO_URL)
+            
+            print(f"[MVP] 已打开元宝: {YUANBAO_URL}")
+            print("[MVP] 请手动登录元宝，然后按回车继续...")
+            
+            loop = asyncio.get_event_loop()
+            await loop.run_in_executor(None, input)
+            
+            self.controller = YuanbaoController(self.page)
+            
+            print("[MVP] 开始监听对话...")
+            await self._monitor_loop()
+    
+    async def _monitor_loop(self):
+        """监听循环"""
+        while True:
+            try:
+                await asyncio.sleep(2)  # 每 2 秒检查一次
+                
+                # 获取最后一条用户消息
+                last_msg = await self.controller.get_last_user_message()
+                if not last_msg:
+                    continue
+                
+                # 避免重复处理
+                if last_msg == self._last_processed:
+                    continue
+                
+                # 检查是否包含本地指令
+                result = await self.controller.intercept_and_execute(last_msg)
+                if result:
+                    print(f"[MVP] 准备注入执行结果...")
+                    # 等待元宝开始回复（可选）
+                    await asyncio.sleep(1)
+                    
+                    # 注入结果
+                    success = await self.controller.inject_message(result)
+                    if success:
+                        print(f"[MVP] 结果已注入对话")
+                        self._last_processed = last_msg
+                    else:
+                        print(f"[MVP] 注入失败")
+                else:
+                    # 无指令，只是记录
+                    self._last_processed = last_msg
+                    
+            except KeyboardInterrupt:
+                print("\n[MVP] 用户中断")
+                break
+            except Exception as e:
+                print(f"[MVP] 监听错误: {e}")
+                await asyncio.sleep(5)
+
+
+async def main():
+    agent = YuanbaoAgentMVP()
+    try:
+        await agent.run()
+    except Exception as e:
+        print(f"[MVP] 错误: {e}")
+        raise
+
+
+if __name__ == "__main__":
+    asyncio.run(main())
diff --git a/yuanbao_agent_solo.py b/yuanbao_agent_solo.py
new file mode 100644
index 0000000..cf5771c
--- /dev/null
+++ b/yuanbao_agent_solo.py
@@ -0,0 +1,406 @@
+"""
+元宝全自动代理 - Solo 监听模式
+
+使用方式：
+1. 启动 Agent
+2. 在元宝网页中直接对话
+3. Agent 自动拦截 ACTION 标记并执行
+4. 结果自动返回给元宝
+
+无需终端交互，完全后台运行。
+"""
+
+import asyncio
+import json
+import re
+import subprocess
+import time
+import os
+import sys
+from dataclasses import dataclass, field
+from pathlib import Path
+from typing import Optional, Any
+from enum import Enum, auto
+
+from playwright.async_api import async_playwright, Page, BrowserContext
+
+YUANBAO_URL = "https://yuanbao.tencent.com/chat"
+
+
+SOLO_SYSTEM_PROMPT = """你是一个自主任务执行助手。
+
+## 可用操作
+- `command`: 执行 shell 命令
+- `powershell`: 执行 PowerShell
+- `read_file`: 读取文件，cmd为路径
+- `write_file`: 写入文件，cmd格式为 "路径::内容"
+- `list_dir`: 列出目录
+- `search`: 搜索文件内容
+- `complete`: 任务完成
+
+## 输出格式（严格按此格式）
+<<<ACTION
+{"type": "命令类型", "cmd": "具体命令", "explanation": "解释"}
+ACTION>>>
+
+任务完成时：
+<<<ACTION
+{"type": "complete", "explanation": "总结"}
+ACTION>>>
+
+## 规则
+1. 每次只输出一个 ACTION 块
+2. 等待系统返回结果后再继续
+3. 不要输出 ACTION 块以外的操作指令
+"""
+
+
+class ExecutionEngine:
+    async def execute(self, action_type: str, command: str, working_dir: str = "") -> dict:
+        cwd = Path(working_dir).expanduser() if working_dir else Path.home()
+        
+        handlers = {
+            "command": self._run_shell,
+            "powershell": self._run_powershell,
+            "read_file": self._read_file,
+            "write_file": self._write_file,
+            "list_dir": self._list_dir,
+            "search": self._search,
+        }
+        
+        handler = handlers.get(action_type, self._run_shell)
+        
+        try:
+            if asyncio.iscoroutinefunction(handler):
+                result = await handler(command, cwd)
+            else:
+                result = handler(command, cwd)
+            return {"success": True, "output": result}
+        except Exception as e:
+            return {"success": False, "output": f"Error: {e}"}
+    
+    async def _run_shell(self, cmd: str, cwd: Path) -> str:
+        if sys.platform == "win32":
+            proc = await asyncio.create_subprocess_shell(
+                cmd, stdout=asyncio.subprocess.PIPE, 
+                stderr=asyncio.subprocess.PIPE, cwd=cwd,
+                creationflags=subprocess.CREATE_NO_WINDOW
+            )
+        else:
+            proc = await asyncio.create_subprocess_shell(
+                cmd, stdout=asyncio.subprocess.PIPE,
+                stderr=asyncio.subprocess.PIPE, cwd=cwd
+            )
+        stdout, stderr = await asyncio.wait_for(proc.communicate(), timeout=60)
+        output = stdout.decode('utf-8', errors='replace')
+        if stderr:
+            output += "\n[stderr] " + stderr.decode('utf-8', errors='replace')
+        return output
+    
+    async def _run_powershell(self, cmd: str, cwd: Path) -> str:
+        ps_cmd = f'pwsh -NoProfile -Command "{cmd.replace(chr(34), chr(92)+chr(34))}"'
+        return await self._run_shell(ps_cmd, cwd)
+    
+    def _read_file(self, path: str, cwd: Path) -> str:
+        file_path = Path(path).expanduser()
+        if not file_path.is_absolute():
+            file_path = cwd / file_path
+        return file_path.read_text(encoding='utf-8', errors='replace')
+    
+    def _write_file(self, path_content: str, cwd: Path) -> str:
+        if "::" in path_content:
+            path, content = path_content.split("::", 1)
+            file_path = Path(path).expanduser()
+            if not file_path.is_absolute():
+                file_path = cwd / file_path
+            file_path.write_text(content, encoding='utf-8')
+            return f"Written: {file_path}"
+        return "Format error, use: path::content"
+    
+    def _list_dir(self, path: str, cwd: Path) -> str:
+        dir_path = Path(path).expanduser() if path else cwd
+        if not dir_path.is_absolute():
+            dir_path = cwd / dir_path
+        
+        lines = [f"Dir: {dir_path}"]
+        try:
+            for item in sorted(dir_path.iterdir()):
+                prefix = "[D]" if item.is_dir() else "[F]"
+                size = ""
+                if item.is_file():
+                    size_bytes = item.stat().st_size
+                    size = f" ({self._format_size(size_bytes)})"
+                lines.append(f"  {prefix} {item.name}{size}")
+        except Exception as e:
+            lines.append(f"  [Error] {e}")
+        return "\n".join(lines)
+    
+    def _format_size(self, size: int) -> str:
+        for unit in ['B', 'KB', 'MB', 'GB']:
+            if size < 1024:
+                return f"{size:.1f}{unit}"
+            size /= 1024
+        return f"{size:.1f}TB"
+    
+    async def _search(self, pattern: str, cwd: Path) -> str:
+        results = []
+        try:
+            for file_path in cwd.rglob("*"):
+                if file_path.is_file() and file_path.stat().st_size < 10*1024*1024:
+                    try:
+                        content = file_path.read_text(encoding='utf-8', errors='ignore')
+                        if pattern in content:
+                            lines = [i+1 for i, line in enumerate(content.split("\n")) if pattern in line]
+                            results.append(f"{file_path.relative_to(cwd)}: lines {lines[:3]}")
+                            if len(results) >= 10:
+                                break
+                    except:
+                        continue
+        except Exception as e:
+            return f"Search failed: {e}"
+        return "\n".join(results) if results else "No matches"
+
+
+class YuanbaoController:
+    def __init__(self, page: Page):
+        self.page = page
+        self.last_message = ""
+    
+    async def send(self, content: str):
+        selectors = [
+            "div[contenteditable='true']",
+            "div[contenteditable='true'][data-placeholder]",
+            "textarea",
+            "[role='textbox']",
+        ]
+        input_box = None
+        for sel in selectors:
+            try:
+                input_box = await self.page.wait_for_selector(sel, timeout=2000)
+                if input_box:
+                    break
+            except:
+                continue
+        
+        if not input_box:
+            print("[Error] Input not found")
+            return False
+        
+        await input_box.click()
+        await asyncio.sleep(0.2)
+        await self.page.keyboard.press("Control+a")
+        await self.page.keyboard.press("Delete")
+        await asyncio.sleep(0.2)
+        
+        try:
+            await input_box.fill(content)
+        except Exception as e:
+            print(f"[Warning] fill failed: {e}, using type")
+            await input_box.type(content, delay=1)
+        
+        await asyncio.sleep(0.3)
+        
+        try:
+            send_btn = self.page.locator("button[class*='send']").last
+            if await send_btn.count() > 0 and await send_btn.is_visible():
+                await send_btn.click()
+            else:
+                await input_box.press("Enter")
+        except:
+            await input_box.press("Enter")
+        
+        return True
+    
+    async def get_latest_ai_message(self) -> Optional[str]:
+        """获取最新 AI 消息"""
+        try:
+            text = await self.page.evaluate("""
+                () => {
+                    const selectors = [
+                        '.agent-chat__list__item--ai',
+                        '[class*="agent-chat"] [class*="ai"]',
+                        '[class*="message"][class*="ai"]',
+                        '[class*="assistant"]',
+                        '.chat-item-ai',
+                    ];
+                    
+                    for (const sel of selectors) {
+                        const items = document.querySelectorAll(sel);
+                        if (items.length > 0) {
+                            const last = items[items.length - 1];
+                            const textSelectors = [
+                                '.agent-chat__speech-text',
+                                '[class*="text"]',
+                                '[class*="content"]',
+                                'p',
+                                'div',
+                            ];
+                            for (const ts of textSelectors) {
+                                const el = last.querySelector(ts);
+                                if (el && el.innerText) {
+                                    return el.innerText.trim();
+                                }
+                            }
+                            if (last.innerText) {
+                                return last.innerText.trim();
+                            }
+                        }
+                    }
+                    return null;
+                }
+            """)
+            return text
+        except Exception as e:
+            print(f"[Error] get_latest_ai_message: {e}")
+            return None
+
+
+class SoloAgent:
+    def __init__(self):
+        self.page: Optional[Page] = None
+        self.controller: Optional[YuanbaoController] = None
+        self.engine = ExecutionEngine()
+        self.last_ai_msg = ""
+        self.is_running = False
+    
+    async def run(self):
+        print("=" * 60)
+        print("  Yuanbao Solo Agent - 监听模式")
+        print("=" * 60)
+        print("\n使用方式:")
+        print("  1. 在元宝网页中直接对话")
+        print("  2. Agent 自动拦截并执行")
+        print("  3. 结果自动返回")
+        print("\n按 Ctrl+C 退出\n")
+        
+        async with async_playwright() as p:
+            user_data = str(Path.home() / ".yuanbao_solo_profile")
+            context = await p.chromium.launch_persistent_context(
+                user_data, channel="chrome", headless=False,
+                args=["--start-maximized"], no_viewport=True
+            )
+            
+            self.page = context.pages[0] if context.pages else await context.new_page()
+            await self.page.goto(YUANBAO_URL)
+            
+            print(f"[Agent] 已打开元宝: {YUANBAO_URL}")
+            print("[Agent] 请登录并创建新对话\n")
+            
+            input("登录完成后按回车继续...")
+            
+            self.controller = YuanbaoController(self.page)
+            
+            # 发送系统提示词
+            print("[Agent] 发送系统提示词...")
+            await self.controller.send(f"[系统初始化]\n\n{SOLO_SYSTEM_PROMPT}")
+            print("[Agent] 系统提示词已发送")
+            print("[Agent] 开始监听...\n")
+            
+            # 初始化 last_ai_msg
+            await asyncio.sleep(3)
+            self.last_ai_msg = await self.controller.get_latest_ai_message() or ""
+            
+            # 开始监听循环
+            self.is_running = True
+            await self._listen_loop()
+    
+    async def _listen_loop(self):
+        """持续监听元宝输出"""
+        while self.is_running:
+            try:
+                # 获取当前最新消息
+                current_msg = await self.controller.get_latest_ai_message()
+                
+                if current_msg and current_msg != self.last_ai_msg:
+                    print(f"\n[检测到新消息] {current_msg[:200]}...")
+                    self.last_ai_msg = current_msg
+                    
+                    # 检查是否包含 ACTION
+                    action = self._parse_action(current_msg)
+                    
+                    if action:
+                        print(f"[解析成功] 动作: {action.get('type')}")
+                        
+                        if action.get('type') == 'complete':
+                            print("[任务完成]")
+                            continue
+                        
+                        # 执行动作
+                        print(f"[执行] {action.get('type')}: {action.get('cmd', '')}")
+                        result = await self.engine.execute(
+                            action.get('type', 'command'),
+                            action.get('cmd', ''),
+                            ""
+                        )
+                        
+                        print(f"[执行结果] Success: {result['success']}")
+                        
+                        # 发送结果回元宝
+                        result_msg = f"""[系统执行结果]
+操作: {action.get('type')}
+命令: {action.get('cmd', '')}
+成功: {result['success']}
+
+输出:
+```
+{result['output'][:1500]}
+```
+
+请继续下一步或完成任务。"""
+                        
+                        await asyncio.sleep(1)
+                        await self.controller.send(result_msg)
+                        print("[已发送结果到元宝]")
+                    else:
+                        print("[无ACTION标记，忽略]")
+                
+                await asyncio.sleep(1)
+                
+            except Exception as e:
+                print(f"[错误] {e}")
+                await asyncio.sleep(2)
+    
+    def _parse_action(self, text: str) -> Optional[dict]:
+        """解析 ACTION 块"""
+        if not text:
+            return None
+        
+        # 调试输出
+        if "<<<ACTION" in text:
+            print(f"[Debug] Found <<<ACTION marker")
+        
+        # 支持多行格式，包括空行
+        # 格式1: <<<ACTION\n{...}\nACTION>>>
+        # 格式2: <<<ACTION{...}ACTION>>>
+        pattern = r'<<<ACTION\s*\n?(\{[\s\S]*?\})\s*ACTION>>>'
+        match = re.search(pattern, text, re.DOTALL)
+        if match:
+            try:
+                json_str = match.group(1).strip()
+                print(f"[Debug] Extracted JSON: {json_str[:100]}...")
+                return json.loads(json_str)
+            except json.JSONDecodeError as e:
+                print(f"[Debug] JSON parse error: {e}")
+                pass
+        
+        # 备用：更宽松的匹配
+        if "<<<ACTION" in text and "ACTION>>>" in text:
+            try:
+                start = text.find("<<<ACTION") + len("<<<ACTION")
+                end = text.find("ACTION>>>")
+                content = text[start:end].strip()
+                if content.startswith("{") and content.endswith("}"):
+                    print(f"[Debug] Fallback extraction: {content[:100]}...")
+                    return json.loads(content)
+            except Exception as e:
+                print(f"[Debug] Fallback error: {e}")
+        
+        return None
+
+
+if __name__ == "__main__":
+    agent = SoloAgent()
+    try:
+        asyncio.run(agent.run())
+    except KeyboardInterrupt:
+        print("\n[Agent] 已停止")
diff --git a/yuanbao_agent_v2.py b/yuanbao_agent_v2.py
new file mode 100644
index 0000000..651fdd2
--- /dev/null
+++ b/yuanbao_agent_v2.py
@@ -0,0 +1,522 @@
+"""
+元宝全自动代理 v2 - 智能工具调用
+
+核心改进：
+1. 元宝主动输出工具调用标记（JSON 格式）
+2. Agent 拦截标记，执行工具，将结果返回给元宝
+3. 支持多轮工具调用直到任务完成
+4. 更自然的对话体验
+
+工作流程：
+用户提问 → 元宝分析 → 输出工具调用标记 → Agent 拦截执行 → 
+结果返回元宝 → 元宝继续分析/输出新标记 → ... → 最终答案
+"""
+
+import asyncio
+import json
+import re
+import subprocess
+import time
+from dataclasses import dataclass, field
+from pathlib import Path
+from typing import Optional, Callable, Any
+
+from playwright.async_api import async_playwright, Page, BrowserContext
+
+YUANBAO_URL = "https://yuanbao.tencent.com/chat"
+
+# 工具调用标记格式
+TOOL_CALL_START = "<<<TOOL_CALL"
+TOOL_CALL_END = "TOOL_CALL>>>"
+
+
+# ============ 数据模型 ============
+
+@dataclass
+class ToolCall:
+    """工具调用请求"""
+    tool: str
+    args: list
+    call_id: str = ""
+
+
+@dataclass
+class ToolResult:
+    """工具执行结果"""
+    call_id: str
+    success: bool
+    content: str
+
+
+# ============ 工具注册表 ============
+
+class ToolRegistry:
+    """工具注册与管理"""
+    
+    def __init__(self):
+        self._tools: dict[str, Callable] = {}
+        self._schemas: dict[str, dict] = {}
+    
+    def register(self, name: str, schema: dict):
+        """注册工具装饰器"""
+        def decorator(func: Callable):
+            self._tools[name] = func
+            self._schemas[name] = schema
+            return func
+        return decorator
+    
+    def execute(self, tool_name: str, args: list) -> ToolResult:
+        """执行工具"""
+        if tool_name not in self._tools:
+            return ToolResult(
+                call_id="",
+                success=False,
+                content=f"未知工具: {tool_name}。可用工具: {list(self._tools.keys())}"
+            )
+        
+        try:
+            result = self._tools[tool_name](*args)
+            return ToolResult(call_id="", success=True, content=str(result))
+        except Exception as e:
+            return ToolResult(call_id="", success=False, content=f"执行失败: {e}")
+    
+    def get_schemas(self) -> dict:
+        """获取所有工具 schema"""
+        return self._schemas
+
+
+# 全局工具注册表
+registry = ToolRegistry()
+
+
+# ============ 工具实现 ============
+
+@registry.register("read_file", {
+    "description": "读取本地文件内容",
+    "parameters": [
+        {"name": "path", "type": "string", "description": "文件路径"}
+    ]
+})
+def tool_read_file(path: str) -> str:
+    try:
+        file_path = Path(path).expanduser().resolve()
+        if not file_path.exists():
+            return f"[错误] 文件不存在: {path}"
+        content = file_path.read_text(encoding="utf-8", errors="ignore")
+        if len(content) > 8000:
+            content = content[:8000] + f"\n... (已截断，共 {len(content)} 字符)"
+        return content
+    except Exception as e:
+        return f"[错误] {e}"
+
+
+@registry.register("write_file", {
+    "description": "写入内容到本地文件",
+    "parameters": [
+        {"name": "path", "type": "string", "description": "文件路径"},
+        {"name": "content", "type": "string", "description": "文件内容"}
+    ]
+})
+def tool_write_file(path: str, content: str) -> str:
+    try:
+        file_path = Path(path).expanduser().resolve()
+        file_path.parent.mkdir(parents=True, exist_ok=True)
+        file_path.write_text(content, encoding="utf-8")
+        return f"[成功] 文件已写入: {path}"
+    except Exception as e:
+        return f"[错误] {e}"
+
+
+@registry.register("list_dir", {
+    "description": "列出目录内容",
+    "parameters": [
+        {"name": "path", "type": "string", "description": "目录路径", "default": "."}
+    ]
+})
+def tool_list_dir(path: str = ".") -> str:
+    try:
+        dir_path = Path(path).expanduser().resolve()
+        if not dir_path.exists():
+            return f"[错误] 目录不存在: {path}"
+        items = []
+        for item in sorted(dir_path.iterdir()):
+            prefix = "[DIR]" if item.is_dir() else "[FILE]"
+            size = ""
+            if item.is_file():
+                try:
+                    size_bytes = item.stat().st_size
+                    size = f" ({size_bytes:,} bytes)"
+                except:
+                    pass
+            items.append(f"{prefix} {item.name}{size}")
+        return "\n".join(items[:100])
+    except Exception as e:
+        return f"[错误] {e}"
+
+
+@registry.register("run_command", {
+    "description": "执行本地命令",
+    "parameters": [
+        {"name": "command", "type": "string", "description": "要执行的命令"}
+    ]
+})
+def tool_run_command(command: str) -> str:
+    try:
+        result = subprocess.run(
+            command,
+            shell=True,
+            capture_output=True,
+            text=True,
+            timeout=30,
+            encoding="utf-8",
+            errors="ignore"
+        )
+        output = result.stdout
+        if result.stderr:
+            output += f"\n[stderr] {result.stderr}"
+        if len(output) > 8000:
+            output = output[:8000] + f"\n... (已截断)"
+        return f"[退出码: {result.returncode}]\n{output}"
+    except subprocess.TimeoutExpired:
+        return "[错误] 命令执行超时"
+    except Exception as e:
+        return f"[错误] {e}"
+
+
+@registry.register("search_files", {
+    "description": "搜索文件内容",
+    "parameters": [
+        {"name": "pattern", "type": "string", "description": "搜索模式"},
+        {"name": "path", "type": "string", "description": "搜索路径", "default": "."}
+    ]
+})
+def tool_search_files(pattern: str, path: str = ".") -> str:
+    """简单文件内容搜索"""
+    try:
+        import fnmatch
+        search_path = Path(path).expanduser().resolve()
+        results = []
+        
+        for file_path in search_path.rglob("*"):
+            if file_path.is_file() and not any(p.startswith(".") for p in file_path.parts):
+                try:
+                    content = file_path.read_text(encoding="utf-8", errors="ignore")
+                    if pattern in content:
+                        lines = [i+1 for i, line in enumerate(content.split("\n")) if pattern in line]
+                        results.append(f"{file_path.relative_to(search_path)}: 行 {lines[:5]}")
+                        if len(results) >= 20:
+                            results.append("... (结果过多，已截断)")
+                            break
+                except:
+                    continue
+        
+        return "\n".join(results) if results else "未找到匹配内容"
+    except Exception as e:
+        return f"[错误] {e}"
+
+
+# ============ 系统提示词 ============
+
+SYSTEM_PROMPT = f"""你是一个具有本地操作能力的 AI 助手。你可以调用本地工具来帮助用户完成任务。
+
+可用工具及其 schema：
+{json.dumps(registry.get_schemas(), indent=2, ensure_ascii=False)}
+
+工具调用规则：
+1. 当需要调用工具时，输出以下格式的标记：
+   <<<TOOL_CALL
+   {{"tool": "工具名", "args": ["参数1", "参数2", ...]}}
+   TOOL_CALL>>>
+
+2. 每次只能调用一个工具
+3. 等待工具执行结果后再继续
+4. 最终结果以自然语言回复用户
+
+示例对话：
+用户：帮我看看桌面有什么文件
+你：我来查看一下桌面文件。
+<<<TOOL_CALL
+{{"tool": "list_dir", "args": ["~/Desktop"]}}
+TOOL_CALL>>>
+[系统注入工具结果...]
+你：桌面有以下文件：...
+"""
+
+
+# ============ 元宝页面控制器 ============
+
+class YuanbaoController:
+    """控制元宝网页交互"""
+    
+    def __init__(self, page: Page):
+        self.page = page
+        self._last_ai_message: Optional[str] = None
+    
+    async def find_input_box(self):
+        """查找输入框"""
+        selectors = [
+            "div[contenteditable='true'][data-placeholder]",
+            "div[contenteditable='true']",
+            "textarea[placeholder]",
+            "textarea",
+        ]
+        for sel in selectors:
+            try:
+                el = await self.page.wait_for_selector(sel, timeout=3000)
+                if el:
+                    return el
+            except Exception:
+                continue
+        return None
+    
+    async def send_message(self, content: str):
+        """发送消息到元宝"""
+        input_box = await self.find_input_box()
+        if not input_box:
+            print("[v2] 未找到输入框")
+            return False
+        
+        await input_box.click()
+        await asyncio.sleep(0.2)
+        
+        # 清空
+        await self.page.keyboard.press("Control+a")
+        await self.page.keyboard.press("Delete")
+        await asyncio.sleep(0.2)
+        
+        # 使用 fill 方法一次性填充内容（比分段 type 更可靠）
+        try:
+            await input_box.fill(content)
+            await asyncio.sleep(0.3)
+        except Exception as e:
+            # 兜底：逐字输入
+            print(f"[v2] fill 失败，使用 type: {e}")
+            await input_box.type(content, delay=1)
+        
+        await asyncio.sleep(0.3)
+        
+        # 发送
+        await self._click_send(input_box)
+        return True
+    
+    async def _click_send(self, input_box):
+        """点击发送"""
+        send_selectors = [
+            "button[class*='send']",
+            "button[aria-label*='发送']",
+            "button[title*='发送']",
+        ]
+        for sel in send_selectors:
+            try:
+                btn = self.page.locator(sel).last
+                if await btn.is_visible():
+                    await btn.click()
+                    return
+            except Exception:
+                continue
+        await input_box.press("Enter")
+    
+    async def get_latest_ai_message(self) -> Optional[str]:
+        """获取最新 AI 回复"""
+        try:
+            text = await self.page.evaluate("""
+                () => {
+                    const items = document.querySelectorAll('.agent-chat__list__item--ai');
+                    if (items.length === 0) return null;
+                    
+                    // 找最后一个有 speech-text-box 的
+                    let lastItem = null;
+                    for (let i = items.length - 1; i >= 0; i--) {
+                        if (items[i].querySelector('.agent-chat__speech-text-box')) {
+                            lastItem = items[i];
+                            break;
+                        }
+                    }
+                    if (!lastItem) lastItem = items[items.length - 1];
+                    
+                    const textBox = lastItem.querySelector('.agent-chat__speech-text');
+                    return textBox ? textBox.innerText?.trim() : lastItem.innerText?.trim();
+                }
+            """)
+            return text
+        except Exception as e:
+            print(f"[v2] 获取 AI 消息失败: {e}")
+            return None
+    
+    async def wait_for_new_ai_message(self, previous: Optional[str] = None, timeout: int = 120) -> Optional[str]:
+        """等待新的 AI 消息"""
+        deadline = time.time() + timeout
+        
+        while time.time() < deadline:
+            current = await self.get_latest_ai_message()
+            if current and current != previous:
+                return current
+            await asyncio.sleep(1)
+        
+        return None
+    
+    def parse_tool_call(self, text: str) -> Optional[ToolCall]:
+        """解析工具调用标记"""
+        # 支持多行格式，允许标记和 JSON 之间有换行
+        pattern = rf'{re.escape(TOOL_CALL_START)}\s*(\{{.*?\}})\s*{re.escape(TOOL_CALL_END)}'
+        match = re.search(pattern, text, re.DOTALL)
+        
+        if match:
+            try:
+                json_str = match.group(1).strip()
+                data = json.loads(json_str)
+                return ToolCall(
+                    tool=data.get("tool", ""),
+                    args=data.get("args", []),
+                    call_id=data.get("call_id", "")
+                )
+            except json.JSONDecodeError as e:
+                print(f"[v2] JSON 解析失败: {e}, 内容: {match.group(1)[:200]}")
+                return None
+        return None
+
+
+# ============ 主代理 ============
+
+class YuanbaoAgent:
+    """元宝全自动代理"""
+    
+    def __init__(self):
+        self.context: Optional[BrowserContext] = None
+        self.page: Optional[Page] = None
+        self.controller: Optional[YuanbaoController] = None
+        self.conversation_history: list[dict] = []
+    
+    async def run(self):
+        """启动代理"""
+        print("=" * 60)
+        print("  元宝全自动代理 v2")
+        print("=" * 60)
+        print("\n工作流程:")
+        print("  1. 用户在元宝中提问")
+        print("  2. 元宝输出工具调用标记")
+        print("  3. Agent 拦截并执行本地操作")
+        print("  4. 结果返回元宝，继续对话")
+        print("\n按 Ctrl+C 退出\n")
+        
+        async with async_playwright() as p:
+            print("[Agent] 启动浏览器...")
+            user_data_dir = str(Path.home() / ".yuanbao_agent_profile")
+            self.context = await p.chromium.launch_persistent_context(
+                user_data_dir=user_data_dir,
+                channel="chrome",
+                headless=False,
+                args=["--start-maximized"],
+                no_viewport=True,
+            )
+            
+            self.page = self.context.pages[0] if self.context.pages else await self.context.new_page()
+            await self.page.goto(YUANBAO_URL)
+            
+            print(f"[Agent] 已打开元宝: {YUANBAO_URL}")
+            print("[Agent] 请手动登录元宝...")
+            
+            # 等待登录完成
+            await self._wait_for_login()
+            
+            self.controller = YuanbaoController(self.page)
+            
+            # 发送系统提示词（作为第一条消息）
+            print("[Agent] 发送系统提示词...")
+            await self._send_system_prompt()
+            
+            print("[Agent] 开始监听对话...")
+            await self._conversation_loop()
+    
+    async def _wait_for_login(self):
+        """等待用户登录"""
+        print("[Agent] 登录完成后按回车继续...")
+        loop = asyncio.get_event_loop()
+        await loop.run_in_executor(None, input)
+    
+    async def _send_system_prompt(self):
+        """发送系统提示词"""
+        # 使用特殊前缀让元宝知道这是系统指令
+        prompt = f"""[系统初始化]
+
+{SYSTEM_PROMPT}
+
+---
+现在你可以开始帮助用户了。当需要操作本地文件或执行命令时，请使用工具调用标记。"""
+        
+        await self.controller.send_message(prompt)
+        print("[Agent] 系统提示词已发送")
+        
+        # 等待元宝确认
+        await asyncio.sleep(3)
+    
+    async def _conversation_loop(self):
+        """对话主循环"""
+        last_ai_msg = None
+        
+        while True:
+            try:
+                # 等待新的 AI 消息
+                print("[Agent] 等待元宝回复...")
+                ai_msg = await self.controller.wait_for_new_ai_message(last_ai_msg, timeout=180)
+                
+                if not ai_msg:
+                    print("[Agent] 等待超时，继续监听...")
+                    continue
+                
+                last_ai_msg = ai_msg
+                print(f"[Agent] 收到元宝消息 ({len(ai_msg)} 字符)")
+                
+                # 检查是否包含工具调用
+                tool_call = self.controller.parse_tool_call(ai_msg)
+                
+                if tool_call:
+                    print(f"[Agent] 检测到工具调用: {tool_call.tool}")
+                    
+                    # 执行工具
+                    result = registry.execute(tool_call.tool, tool_call.args)
+                    
+                    # 构造结果消息
+                    result_msg = f"""[工具执行结果]
+工具: {tool_call.tool}
+参数: {tool_call.args}
+成功: {result.success}
+
+{result.content}
+
+请基于以上结果继续。"""
+                    
+                    print(f"[Agent] 工具执行完成，返回结果...")
+                    
+                    # 发送结果回元宝
+                    await asyncio.sleep(1)
+                    await self.controller.send_message(result_msg)
+                    
+                    # 更新 last_ai_msg 避免重复处理
+                    last_ai_msg = None
+                else:
+                    # 普通回复，记录到历史
+                    self.conversation_history.append({
+                        "role": "assistant",
+                        "content": ai_msg
+                    })
+                    
+            except KeyboardInterrupt:
+                print("\n[Agent] 用户中断")
+                break
+            except Exception as e:
+                print(f"[Agent] 错误: {e}")
+                await asyncio.sleep(3)
+
+
+async def main():
+    agent = YuanbaoAgent()
+    try:
+        await agent.run()
+    except Exception as e:
+        print(f"[Agent] 启动失败: {e}")
+        raise
+
+
+if __name__ == "__main__":
+    asyncio.run(main())