Merge branch 'refs/heads/main' into tanjingyu/dev

.gitignore

@@ -64,3 +64,4 @@ output
 examples/**/output*/
 
 frontend/htmlTemplate/mock_data
+frontend/react-template/yarn.lock

agent/core/runner.py

@@ -9,6 +9,7 @@ Agent Runner - Agent 执行引擎
 5. 收集反馈，提取经验
 """
 
+from agent.tools.builtin.browser import browser_read_long_content
 import logging
 from dataclasses import dataclass
 from datetime import datetime
@@ -29,7 +30,7 @@ logger = logging.getLogger(__name__)
 class AgentConfig:
     """Agent 配置"""
     agent_type: str = "default"
-    max_iterations: int = 10
+    max_iterations: int = 200
     enable_memory: bool = True
     auto_execute_tools: bool = True
 
@@ -90,6 +91,7 @@ BUILTIN_TOOLS = [
     "browser_get_dropdown_options",
     "browser_select_dropdown_option",
     "browser_extract_content",
+    "browser_read_long_content",
     "browser_get_page_html",
     "browser_get_selector_map",
     "browser_evaluate",

agent/memory/skill_loader.py

@@ -383,8 +383,8 @@ def load_skills_from_dir(skills_dir: Optional[str] = None) -> List[Skill]:
     """
     all_skills = []
 
-    # 1. 加载内置 skills（agent/skills/）
-    builtin_skills_dir = Path(__file__).parent.parent / "skills"
+    # 1. 加载内置 skills（agent/memory/skills/）
+    builtin_skills_dir = Path(__file__).parent / "skills"
     if builtin_skills_dir.exists():
         loader = SkillLoader(str(builtin_skills_dir))
         builtin_skills = loader.load_all()

agent/memory/skills/core.md

@@ -4,12 +4,6 @@ type: core
 description: 核心系统能力，自动加载到 System Prompt
 ---
 
-# Core Skills
-
-本文档描述 Agent 的核心系统功能。
-
----
-
 ## 计划与执行
 
 使用 `goal` 工具管理执行计划。目标树是你的工作记忆——系统会定期将当前计划注入给你，帮助你追踪进度和关键结论。
@@ -86,13 +80,14 @@ goal(abandon="方案A需要Redis，环境没有")
 2. **等待加载**: 页面跳转后调用 `browser_wait(seconds=2)` 等待内容加载
 3. **获取元素索引**: 调用 `browser_get_selector_map` 获取可交互元素的索引映射
 4. **执行交互**: 使用 `browser_click_element`、`browser_input_text` 等工具操作页面
-5. **提取内容**: 使用 `browser_extract_content` 或 `browser_get_page_html` 获取数据
+5. **提取内容**: 使用 `browser_extract_content`, `browser_read_long_content`, `browser_get_page_html` 获取数据
 
 ### 关键原则
 
+- **禁止模拟结果**：不要输出你认为的搜索结果，而是要调用工具获取真实结果
 - **必须先获取索引**: 所有 `index` 参数都需要先通过 `browser_get_selector_map` 获取
+- **高级工具**：优先使用`browser_extract_content`, `browser_read_long_content`等工具获取数据，而不是使用`browser_get_selector_map`获取索引后手动解析
 - **操作后等待**: 任何可能触发页面变化的操作（点击、输入、滚动）后都要调用 `browser_wait`
-- **优先用高级工具**: 优先使用 `browser_extract_content` 而不是手动解析HTML
 - **登录处理**: 需要登录的网站使用 `browser_ensure_login_with_cookies(cookie_type="xhs")` 注入Cookie
 - **复杂操作用JS**: 当标准工具无法满足时，使用 `browser_evaluate` 执行JavaScript代码
 
@@ -101,5 +96,5 @@ goal(abandon="方案A需要Redis，环境没有")
 **导航**: browser_navigate_to_url, browser_search_web, browser_go_back, browser_wait
 **交互**: browser_click_element, browser_input_text, browser_send_keys, browser_upload_file
 **视图**: browser_scroll_page, browser_find_text, browser_screenshot
-**提取**: browser_extract_content, browser_get_page_html, browser_get_selector_map
+**提取**: browser_extract_content, browser_read_long_content, browser_get_page_html,    browser_get_selector_map
 **高级**: browser_evaluate, browser_ensure_login_with_cookies, browser_wait_for_user_action

agent/tools/builtin/browser/__init__.py

@@ -38,6 +38,7 @@ from agent.tools.builtin.browser.baseClass import (
 
     # 内容提取工具
     browser_extract_content,
+    browser_read_long_content,
     browser_get_page_html,
     browser_get_selector_map,
 
@@ -86,6 +87,7 @@ __all__ = [
 
     # 内容提取工具
     'browser_extract_content',
+    'browser_read_long_content',
     'browser_get_page_html',
     'browser_get_selector_map',
 

agent/tools/builtin/browser/baseClass.py

@@ -48,9 +48,15 @@ import os
 import json
 import asyncio
 import aiohttp
+import re
+import base64
+from urllib.parse import urlparse, parse_qs, unquote
 from typing import Optional, List, Dict, Any, Tuple
 from pathlib import Path
-from urllib.parse import urlparse
+from langchain_core.runnables import RunnableLambda
+from argparse import Namespace # 使用 Namespace 快速构造带属性的对象
+from langchain_core.messages import AIMessage
+from ....llm.openrouter import openrouter_llm_call
 
 # 将项目根目录添加到 Python 路径
 sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
@@ -62,6 +68,15 @@ from agent.tools.builtin.browser.sync_mysql_help import mysql
 # 导入 browser-use 的核心类
 from browser_use import BrowserSession, BrowserProfile
 from browser_use.tools.service import Tools
+try:
+    from browser_use.tools.views import ReadContentAction  # type: ignore
+except Exception:
+    from pydantic import BaseModel
+
+    class ReadContentAction(BaseModel):
+        goal: str
+        source: str = "page"
+        context: str = ""
 from browser_use.agent.views import ActionResult
 from browser_use.filesystem.file_system import FileSystem
 
@@ -598,7 +613,7 @@ async def browser_navigate_to_url(url: str, new_tab: bool = False) -> ToolResult
 
 
 @tool()
-async def browser_search_web(query: str, engine: str = "google") -> ToolResult:
+async def browser_search_web(query: str, engine: str = "bing") -> ToolResult:
     """
     使用搜索引擎搜索
     Search the web using a search engine
@@ -857,45 +872,50 @@ async def browser_upload_file(index: int, path: str) -> ToolResult:
 # ============================================================
 # 滚动和视图工具 (Scroll & View Tools)
 # ============================================================
-
 @tool()
-async def browser_scroll_page(down: bool = True, pages: float = 1.0,
-                     index: Optional[int] = None) -> ToolResult:
-    """
-    滚动页面或元素
-    Scroll the page or a specific element
-
-    Args:
-        down: True 向下滚动，False 向上滚动
-        pages: 滚动页数（0.5=半页，1=全页，10=滚动到底部/顶部）
-        index: 可选，滚动特定元素（如下拉框内部）
-
-    Returns:
-        ToolResult: 滚动结果
-
-    Example:
-        scroll_page(down=True, pages=2.0)  # 向下滚动2页
-        scroll_page(down=False, pages=1.0)  # 向上滚动1页
-    """
+async def browser_scroll_page(down: bool = True, pages: float = 1.0, index: Optional[int] = None) -> ToolResult:
     try:
         browser, tools = await get_browser_session()
-
-        result = await tools.scroll(
-            down=down,
-            pages=pages,
-            index=index,
-            browser_session=browser
+        
+        # --- 核心修复 1: 必须先 await 拿到 session 实例 ---
+        cdp_session = await browser.get_or_create_cdp_session()
+        
+        # 这里的执行方式建议参考你已有的 cdp 调用逻辑
+        # 如果 cdp_session 没有直接封装 .eval()，使用 Runtime.evaluate
+        before_y_result = await cdp_session.cdp_client.send.Runtime.evaluate(
+            params={'expression': 'window.scrollY'},
+            session_id=cdp_session.session_id
+        )
+        before_y = before_y_result.get('result', {}).get('value', 0)
+
+        # 执行滚动
+        result = await tools.scroll(down=down, pages=pages, index=index, browser_session=browser)
+        
+        # 等待渲染并检查偏移
+        await asyncio.sleep(1)
+        
+        after_y_result = await cdp_session.cdp_client.send.Runtime.evaluate(
+            params={'expression': 'window.scrollY'},
+            session_id=cdp_session.session_id
         )
+        after_y = after_y_result.get('result', {}).get('value', 0)
 
-        direction = "向下" if down else "向上"
-        return action_result_to_tool_result(result, f"{direction}滚动 {pages} 页")
+        # 3. 验证是否真的动了
+        if before_y == after_y and index is None:
+            return ToolResult(
+                title="滚动无效", 
+                output="页面已到达边界或滚动被拦截", 
+                error="No movement detected"
+            )
+
+        return action_result_to_tool_result(result, f"已滚动")
 
     except Exception as e:
+        # --- 核心修复 2: 必须补全 output 参数，否则框架会报错 ---
         return ToolResult(
-            title="滚动失败",
-            output="",
-            error=f"Failed to scroll: {str(e)}",
-            long_term_memory="滚动失败"
+            title="滚动失败", 
+            output="",  # 补全这个缺失的必填参数
+            error=str(e)
         )
 
 
@@ -1119,6 +1139,69 @@ async def browser_select_dropdown_option(index: int, text: str) -> ToolResult:
 # ============================================================
 # 内容提取工具 (Content Extraction Tools)
 # ============================================================
+def scrub_search_redirect_url(url: str) -> str:
+    """
+    自动检测并解析 Bing/Google 等搜索引擎的重定向链接，提取真实目标 URL。
+    """
+    if not url or not isinstance(url, str):
+        return url
+    
+    try:
+        parsed = urlparse(url)
+        
+        # 1. 处理 Bing 重定向 (特征：u 参数带 Base64)
+        # 示例：...&u=a1aHR0cHM6Ly96aHVhbmxhbi56aGlodS5jb20vcC8zODYxMjgwOQ&...
+        if "bing.com" in parsed.netloc:
+            u_param = parse_qs(parsed.query).get('u', [None])[0]
+            if u_param:
+                # 移除开头的 'a1', 'a0' 等标识符
+                b64_str = u_param[2:]
+                # 补齐 Base64 填充符
+                padding = '=' * (4 - len(b64_str) % 4)
+                decoded = base64.b64decode(b64_str + padding).decode('utf-8', errors='ignore')
+                if decoded.startswith('http'):
+                    return decoded
+
+        # 2. 处理 Google 重定向 (特征：url 参数)
+        if "google.com" in parsed.netloc:
+            url_param = parse_qs(parsed.query).get('url', [None])[0]
+            if url_param:
+                return unquote(url_param)
+
+        # 3. 兜底：处理常见的跳转参数
+        for param in ['target', 'dest', 'destination', 'link']:
+            found = parse_qs(parsed.query).get(param, [None])[0]
+            if found and found.startswith('http'):
+                return unquote(found)
+                
+    except Exception:
+        pass # 解析失败则返回原链接
+    
+    return url
+
+async def extraction_adapter(input_data):
+    # 提取字符串
+    if isinstance(input_data, list):
+        prompt = input_data[-1].content if hasattr(input_data[-1], 'content') else str(input_data[-1])
+    else:
+        prompt = str(input_data)
+    
+    response = await openrouter_llm_call(
+        messages=[{"role": "user", "content": prompt}]
+    )
+    
+    content = response["content"]
+    
+    # --- 核心改进：URL 自动修复 ---
+    # 使用正则表达式匹配内容中的所有 URL，并尝试进行洗涤
+    urls = re.findall(r'https?://[^\s<>"\']+', content)
+    for original_url in urls:
+        clean_url = scrub_search_redirect_url(original_url)
+        if clean_url != original_url:
+            content = content.replace(original_url, clean_url)
+    
+    from argparse import Namespace
+    return Namespace(completion=content)
 
 @tool()
 async def browser_extract_content(query: str, extract_links: bool = False,
@@ -1153,7 +1236,7 @@ async def browser_extract_content(query: str, extract_links: bool = False,
             extract_links=extract_links,
             start_from_char=start_from_char,
             browser_session=browser,
-            page_extraction_llm=None,  # 需要用户配置
+            page_extraction_llm=RunnableLambda(extraction_adapter),  # 需要用户配置
             file_system=_file_system
         )
 
@@ -1167,7 +1250,160 @@ async def browser_extract_content(query: str, extract_links: bool = False,
             long_term_memory=f"提取内容失败: {query}"
         )
 
+async def _detect_and_download_pdf_via_cdp(browser) -> Optional[str]:
+    """
+    检测当前页面是否为 PDF，如果是则通过 CDP（浏览器内 fetch）下载到本地。
+    优势：自动携带浏览器的 cookies/session，可访问需要登录的 PDF。
+    返回本地文件路径，非 PDF 页面返回 None。
+    """
+    try:
+        current_url = await browser.get_current_page_url()
+        if not current_url:
+            return None
+
+        parsed = urlparse(current_url)
+        is_pdf = parsed.path.lower().endswith('.pdf')
 
+        # URL 不明显是 PDF 时，通过 CDP 检查 content-type
+        if not is_pdf:
+            try:
+                cdp = await browser.get_or_create_cdp_session()
+                ct_result = await cdp.cdp_client.send.Runtime.evaluate(
+                    params={'expression': 'document.contentType'},
+                    session_id=cdp.session_id
+                )
+                content_type = ct_result.get('result', {}).get('value', '')
+                is_pdf = 'pdf' in content_type.lower()
+            except Exception:
+                pass
+
+        if not is_pdf:
+            return None
+
+        # 通过浏览器内 fetch API 下载 PDF（自动携带 cookies）
+        cdp = await browser.get_or_create_cdp_session()
+        js_code = """
+        (async () => {
+            try {
+                const resp = await fetch(window.location.href);
+                if (!resp.ok) return JSON.stringify({error: 'HTTP ' + resp.status});
+                const blob = await resp.blob();
+                return new Promise((resolve, reject) => {
+                    const reader = new FileReader();
+                    reader.onloadend = () => resolve(JSON.stringify({data: reader.result}));
+                    reader.onerror = () => resolve(JSON.stringify({error: 'FileReader failed'}));
+                    reader.readAsDataURL(blob);
+                });
+            } catch(e) {
+                return JSON.stringify({error: e.message});
+            }
+        })()
+        """
+        result = await cdp.cdp_client.send.Runtime.evaluate(
+            params={
+                'expression': js_code,
+                'awaitPromise': True,
+                'returnByValue': True,
+                'timeout': 60000
+            },
+            session_id=cdp.session_id
+        )
+
+        value = result.get('result', {}).get('value', '')
+        if not value:
+            print("⚠️ CDP fetch PDF: 无返回值")
+            return None
+
+        data = json.loads(value)
+        if 'error' in data:
+            print(f"⚠️ CDP fetch PDF 失败: {data['error']}")
+            return None
+
+        # 从 data URL 中提取 base64 并解码
+        data_url = data['data']  # data:application/pdf;base64,JVBERi0...
+        base64_data = data_url.split(',', 1)[1]
+        pdf_bytes = base64.b64decode(base64_data)
+
+        # 保存到本地
+        save_dir = Path.cwd() / ".browser_use_files"
+        save_dir.mkdir(parents=True, exist_ok=True)
+
+        filename = Path(parsed.path).name if parsed.path else ""
+        if not filename or not filename.lower().endswith('.pdf'):
+            import time
+            filename = f"downloaded_{int(time.time())}.pdf"
+        save_path = str(save_dir / filename)
+
+        with open(save_path, 'wb') as f:
+            f.write(pdf_bytes)
+
+        print(f"📄 PDF 已通过 CDP 下载到: {save_path} ({len(pdf_bytes)} bytes)")
+        return save_path
+
+    except Exception as e:
+        print(f"⚠️ PDF 检测/下载异常: {e}")
+        return None
+
+
+@tool()
+async def browser_read_long_content(
+    goal: Any,
+    source: str = "page",
+    context: Any = "",
+    **kwargs
+) -> ToolResult:
+    """
+    智能读取长内容。支持自动检测并读取网页上的 PDF 文件。
+
+    当 source="page" 且当前页面是 PDF 时，会通过 CDP 下载 PDF 并用 pypdf 解析，
+    而非使用 DOM 提取（DOM 无法读取浏览器内置 PDF Viewer 的内容）。
+    通过 CDP 下载可自动携带浏览器的 cookies/session，支持需要登录的 PDF。
+    """
+    try:
+        browser, tools = await get_browser_session()
+
+        # 1. 提取目标文本 (针对 GoalTree 字典结构)
+        final_goal_text = ""
+        if isinstance(goal, dict):
+            final_goal_text = goal.get("mission") or goal.get("goal") or str(goal)
+        else:
+            final_goal_text = str(goal)
+
+        # 2. 清洗业务背景 (过滤框架注入的 dict 类型 context)
+        business_context = context if isinstance(context, str) else ""
+
+        # 3. PDF 自动检测：当 source="page" 时检查是否为 PDF 页面
+        available_files = []
+        if source.lower() == "page":
+            pdf_path = await _detect_and_download_pdf_via_cdp(browser)
+            if pdf_path:
+                source = pdf_path
+                available_files.append(pdf_path)
+
+        # 4. 验证并实例化
+        action_params = ReadContentAction(
+            goal=final_goal_text,
+            source=source,
+            context=business_context
+        )
+
+        # 5. 解包参数调用底层方法
+        result = await tools.read_long_content(
+            **action_params.model_dump(),
+            browser_session=browser,
+            page_extraction_llm=RunnableLambda(extraction_adapter),
+            available_file_paths=available_files
+        )
+
+        return action_result_to_tool_result(result, f"深度读取: {source}")
+
+    except Exception as e:
+        return ToolResult(
+            title="深度读取失败",
+            output="",
+            error=f"Read long content failed: {str(e)}",
+            long_term_memory="参数解析或校验失败，请检查输入"
+        )
 @tool()
 async def browser_get_page_html() -> ToolResult:
     """
@@ -1590,6 +1826,7 @@ __all__ = [
     # 内容提取工具
     'browser_extract_content',
     'browser_get_page_html',
+    'browser_read_long_content',
     'browser_get_selector_map',
 
     # JavaScript 执行工具

examples/feature_extract/feature_extract.prompt

@@ -1,34 +0,0 @@
----
-model: sonnet-4.5
-temperature: 0.3
----
-
-$system$
-# 角色
-你是一位计算机视觉专家，也是一位才华横溢的社媒博主、内容创作者。
-
-# 任务
-分析一个优质内容的指定特征适合如何表示，并完成该特征的提取。
-提取的特征将用于在生成类似内容时作为参考内容（所以要保留重要信息），也会和其他内容的同一维度的特征放在一起聚类发现规律（所以特征表示要尽量精简、不要过于具体），或用于模型训练。
-
-# 工具
-- 你可以加载browser-use的skill，并根据skill中的指引操作浏览器，来做调研或检索
-- 可以使用 task 工具启动专门的 Sub-Agent。
-
-可用的 Sub-Agent：
-- tool_builder: 编写代码来创建指定工具，并配置好工具所需环境、对外提供API
-- tool_deployer: 完成指定的开源代码工具的环境配置与部署，对外提供API
-
-# 经验与反思
-你可以调用 search_experience 搜索过去的经验。
-注意总结任务执行过程中的经验，调用 record_experience 工具进行记录。
-
-过去经验的一个总结如下：
-%memory%
-
-$user$
-# 指定的特征：
-%text%
-
-# 结果保存路径
-/Users/sunlit/Code/Agent/examples/feature_extract/output_1/

examples/feature_extract/run.py

@@ -105,7 +105,7 @@ async def main():
         system_prompt=system_prompt,
         model="anthropic/claude-sonnet-4.5",  # OpenRouter 模型名称
         temperature=float(prompt.config.get('temperature', 0.3)),
-        max_iterations=10,
+        max_iterations=1000,
         # tools 参数不传入，测试自动加载内置工具
     ):
         # 处理 Trace 对象（整体状态变化）

examples/feature_extract/test.prompt

@@ -8,11 +8,21 @@ $system$
 
 $user$
 # 任务
-分析一个优质内容的指定特征适合什么样的表示，通过联网搜索给我一个参考的表示方案。
-提取的特征将用于在生成类似内容时作为参考内容（所以要保留重要信息），也会和其他内容的同一维度的特征放在一起聚类发现规律（所以特征表示要尽量精简、不要过于具体），或用于模型训练。
+分析一个优质内容的指定特征适合什么样的表示（这可能需要通过广泛的调研、深入的分析确认），然后帮我完成该特征的提取，再验证基于提取出来的特征+文字描述生成出来的内容是否与原内容在指定维度上保持了一致性。如果验证评估失败，要继续探索其他可行方案。
+
+提取的特征将用于在生成类似内容时作为参考内容（所以要保留重要信息），也会和其他内容的同一维度的特征放在一起聚类发现规律（所以特征表示要尽量精简、不要过于具体），或用于模型训练。可以仅提取一种表示方式，也可以提取多种表示方式。
+
+**禁止降级解决**：不允许为了方便而使用效果显著更差的简单方案。你应该拆解子目标逐步完成，或者转交给sub agent解决某一项适合拆分的子任务。
+**禁止平凡表示**：不允许提供自然语言的特征表示，而是应该使用多模态提供超越语言的信息。
 
 # 指定的特征：
 %text%
 
-# 结果保存路径
-/Users/sunlit/Code/Agent/examples/feature_extract/output_1/
+# 结果输出
+在指定的输出目录 examples/feature_extract/output_1/
+输出两项核心输出：
+- <feature>_extract_skill.md 提取指定特征的具体方法与工具；要注明是否验证及验证结果
+- ./feature/ 在子目录中输出特征提取的最终结果
+此外，需要保留的过程信息：
+- reduction.jpg 使用特征提取结果和必要的文字说明后重新生成的图像；可以有多张、可以是其他图像格式
+- ./resource/ 在子目录中保存过程中用到的脚本等内容

examples/research/run.py

@@ -1,7 +1,10 @@
 """
-创意写作调研示例
+浏览器调研示例 (增强版)
 
-使用 Agent 模式 + explore 工具进行创意内容探索
+功能：
+1. 使用 Agent 模式进行网络调研
+2. 任务结束自动关闭浏览器并杀掉进程
+3. 异常安全：即使程序崩溃也能清理环境
 """
 
 import os
@@ -15,6 +18,12 @@ sys.path.insert(0, str(Path(__file__).parent.parent.parent))
 from dotenv import load_dotenv
 load_dotenv()
 
+import logging
+# 配置感知日志
+logging.basicConfig(level=logging.WARNING)  # 默认 WARNING
+logging.getLogger("agent.core.message_manager").setLevel(logging.INFO)  # 开启感知日志
+logging.getLogger("tools").setLevel(logging.INFO)  # 开启工具日志
+
 from agent.llm.prompts import SimplePrompt
 from agent.core.runner import AgentRunner
 from agent.trace import (
@@ -24,6 +33,8 @@ from agent.trace import (
 )
 from agent.llm import create_openrouter_llm_call
 
+# 导入浏览器清理工具
+from agent.tools.builtin.browser.baseClass import kill_browser_session
 
 async def main():
     # 路径配置
@@ -33,8 +44,11 @@ async def main():
     output_dir = base_dir / "output"
     output_dir.mkdir(exist_ok=True)
 
+    # Skills 目录
+    skills_dir = None 
+
     print("=" * 60)
-    print("创意写作调研 (Agent 模式)")
+    print("🚀 浏览器调研任务 (Agent 模式)")
     print("=" * 60)
     print()
 
@@ -57,157 +71,114 @@ async def main():
 
     # 3. 创建 Agent Runner
     print("3. 创建 Agent Runner...")
-    print(f"   - 模型: {model_name} (via OpenRouter)")
-
-    # Trace 输出到测试目录
-    trace_dir = base_dir / ".trace"
-    trace_dir.mkdir(exist_ok=True)
-    print(f"   - Trace 目录: {trace_dir}")
-
     runner = AgentRunner(
         trace_store=FileSystemTraceStore(base_path=str(trace_dir)),
         llm_call=create_openrouter_llm_call(model=f"google/{model_name}"),
-        skills_dir=None,
-        debug=True
+        skills_dir=skills_dir,
+        debug=True 
     )
 
-    # 4. Agent 模式执行
-    print(f"4. 启动 Agent 模式...")
-    print()
-
     final_response = ""
     current_trace_id = None
-    subagent_calls = []
-
-    async for item in runner.run(
-        task=user_task,
-        messages=messages,
-        system_prompt=system_prompt,
-        model=f"google/{model_name}",
-        temperature=temperature,
-        max_iterations=30,  # 增加迭代次数以支持多个 subagent 调用
-    ):
-        # 处理 Trace 对象
-        if isinstance(item, Trace):
-            current_trace_id = item.trace_id
-            if item.status == "running":
-                print(f"[Trace] 开始: {item.trace_id[:8]}")
-            elif item.status == "completed":
-                print(f"[Trace] 完成")
-                print(f"  - Total messages: {item.total_messages}")
-                print(f"  - Total tokens: {item.total_tokens}")
-                print(f"  - Total cost: ${item.total_cost:.4f}")
-            elif item.status == "failed":
-                print(f"[Trace] 失败: {item.error_message}")
-
-        # 处理 Message 对象
-        elif isinstance(item, Message):
-            if item.role == "assistant":
-                content = item.content
-                if isinstance(content, dict):
-                    text = content.get("text", "")
-                    tool_calls = content.get("tool_calls")
-
-                    if text and not tool_calls:
-                        final_response = text
-                        print(f"[Response] Agent 完成")
-                    elif text:
-                        print(f"[Assistant] {text[:100]}...")
-
-                    if tool_calls:
-                        for tc in tool_calls:
-                            tool_name = tc.get("function", {}).get("name", "unknown")
-                            print(f"[Tool Call] {tool_name}")
-
-                            # 记录 subagent 调用
-                            if tool_name == "subagent":
-                                import json
-                                args = tc.get("function", {}).get("arguments", {})
-                                # arguments 可能是字符串，需要解析
-                                if isinstance(args, str):
-                                    try:
-                                        args = json.loads(args)
-                                    except:
-                                        args = {}
-                                mode = args.get("mode", "unknown")
-                                subagent_calls.append({
-                                    "mode": mode,
-                                    "task": args.get("task", args.get("background", ""))[:50]
-                                })
-                                print(f"  → mode: {mode}")
-
-            elif item.role == "tool":
-                content = item.content
-                if isinstance(content, dict):
-                    tool_name = content.get("tool_name", "unknown")
-                    print(f"[Tool Result] {tool_name}")
-                if item.description:
-                    desc = item.description[:80] if len(item.description) > 80 else item.description
-                    print(f"  {desc}...")
-
-    # 5. 输出结果
-    print()
-    print("=" * 60)
-    print("Agent 响应:")
-    print("=" * 60)
-    print(final_response)
-    print("=" * 60)
-    print()
-
-    # 6. 统计 subagent 调用
-    print("=" * 60)
-    print("Subagent 调用统计:")
-    print("=" * 60)
-    delegate_count = sum(1 for call in subagent_calls if call["mode"] == "delegate")
-    explore_count = sum(1 for call in subagent_calls if call["mode"] == "explore")
-    evaluate_count = sum(1 for call in subagent_calls if call["mode"] == "evaluate")
-
-    print(f"  - delegate 模式: {delegate_count} 次")
-    print(f"  - explore 模式: {explore_count} 次")
-    print(f"  - evaluate 模式: {evaluate_count} 次")
-    print(f"  - 总计: {len(subagent_calls)} 次")
-    print()
-
-    for i, call in enumerate(subagent_calls, 1):
-        print(f"  {i}. [{call['mode']}] {call['task']}...")
-    print("=" * 60)
-    print()
-
-    # 7. 保存结果
-    output_file = output_dir / "subagent_test_result.txt"
-    with open(output_file, 'w', encoding='utf-8') as f:
-        f.write("=" * 60 + "\n")
-        f.write("Agent 响应\n")
-        f.write("=" * 60 + "\n\n")
-        f.write(final_response)
-        f.write("\n\n" + "=" * 60 + "\n")
-        f.write("Subagent 调用统计\n")
-        f.write("=" * 60 + "\n\n")
-        f.write(f"delegate 模式: {delegate_count} 次\n")
-        f.write(f"explore 模式: {explore_count} 次\n")
-        f.write(f"evaluate 模式: {evaluate_count} 次\n")
-        f.write(f"总计: {len(subagent_calls)} 次\n\n")
-        for i, call in enumerate(subagent_calls, 1):
-            f.write(f"{i}. [{call['mode']}] {call['task']}...\n")
-
-    print(f"✓ 结果已保存到: {output_file}")
-    print()
-
-    # 8. 可视化提示
-    print("=" * 60)
-    print("Trace 信息:")
-    print("=" * 60)
-    print(f"Trace ID: {current_trace_id}")
-    print(f"Trace 目录: {trace_dir}")
-    print()
-    print("查看 trace 文件:")
-    print(f"   ls -la {trace_dir}")
-    print()
-    print("或启动 API Server 可视化:")
-    print("   python3 api_server.py")
-    print("   访问: http://localhost:8000/api/traces")
-    print("=" * 60)
 
+    # 4. Agent 模式执行（使用 try...finally 确保清理）
+    try:
+        print(f"4. 启动 Agent 模式执行...")
+        print()
+
+        async for item in runner.run(
+            task=user_task,
+            messages=messages,
+            system_prompt=system_prompt,
+            model=f"google/{model_name}",
+            temperature=temperature,
+            max_iterations=20,
+        ):
+            # 处理 Trace 对象（整体状态变化）
+            if isinstance(item, Trace):
+                current_trace_id = item.trace_id
+                if item.status == "running":
+                    print(f"[Trace] 开始: {item.trace_id[:8]}")
+                elif item.status == "completed":
+                    print(f"[Trace] 完成")
+                    print(f"  - Total tokens: {item.total_tokens}")
+                    print(f"  - Total cost: ${item.total_cost:.4f}")
+                elif item.status == "failed":
+                    print(f"[Trace] 失败: {item.error_message}")
+
+            # 处理 Message 对象（执行过程）
+            elif isinstance(item, Message):
+                if item.role == "assistant":
+                    content = item.content
+                    if isinstance(content, dict):
+                        text = content.get("text", "")
+                        tool_calls = content.get("tool_calls")
+
+                        if text and not tool_calls:
+                            final_response = text
+                            print(f"[Response] Agent 给出最终回复")
+                        elif text:
+                            # 增加打印长度到 300，方便观察
+                            print(f"[Assistant] {text[:300]}...")
+
+                        if tool_calls:
+                            for tc in tool_calls:
+                                tool_name = tc.get("function", {}).get("name", "unknown")
+                                print(f"[Tool Call] 🛠️ {tool_name}")
+
+                elif item.role == "tool":
+                    content = item.content
+                    if isinstance(content, dict):
+                        tool_name = content.get("tool_name", "unknown")
+                        print(f"[Tool Result] ✅ {tool_name}")
+                    if item.description:
+                        desc = item.description[:80] if len(item.description) > 80 else item.description
+                        print(f"  {desc}...")
+
+        # 5. 输出结果
+        print()
+        print("=" * 60)
+        print("Final Agent Response:")
+        print("=" * 60)
+        print(final_response)
+        print("=" * 60)
+        print()
+
+        # 6. 保存结果
+        output_file = output_dir / "research_result.txt"
+        with open(output_file, 'w', encoding='utf-8') as f:
+            f.write(final_response)
+        print(f"✓ 结果已保存到: {output_file}")
+
+    except Exception as e:
+        print(f"\n❌ 程序运行崩溃: {str(e)}")
+        import traceback
+        traceback.print_exc()
+
+    finally:
+        # --- 核心逻辑：无论成功失败，必须关闭浏览器进程 ---
+        print("\n" + "·" * 40)
+        print("🧹 正在清理浏览器环境，关闭 CDP 会话并终止进程...")
+        try:
+            # 强制杀掉浏览器进程，释放容器或本地端口
+            await kill_browser_session()
+            print("✅ 浏览器已安全关闭。")
+        except Exception as cleanup_err:
+            print(f"⚠️ 清理浏览器时出现错误: {cleanup_err}")
+        print("·" * 40 + "\n")
+
+    # 7. 可视化提示
+    if current_trace_id:
+        print("=" * 60)
+        print("可视化 Step Tree:")
+        print("=" * 60)
+        print("1. 启动 API Server: python3 api_server.py")
+        print(f"2. 访问: http://localhost:8000/api/traces")
+        print(f"3. Trace ID: {current_trace_id}")
+        print("=" * 60)
 
 if __name__ == "__main__":
-    asyncio.run(main())
+    try:
+        asyncio.run(main())
+    except KeyboardInterrupt:
+        print("\n🛑 用户手动终止 (KeyboardInterrupt)，正在强制退出...")

examples/research/test.prompt

@@ -7,10 +7,4 @@ $system$
 你是最顶尖的AI助手，可以拆分并调用工具逐步解决复杂问题。
 
 $user$
-请为"一个人在雨夜独自等车"这个场景，创作三种不同风格的短篇描写。
-使用 subagent 的 explore 模式，并行探索以下三个方向：
-1. 悬疑惊悚风格
-2. 温馨治愈风格
-3. 科幻未来风格
-
-每个方向写 100-150 字的场景描写即可。
+使用浏览器帮我做个调研：一张图片中的构图可以如何表示？我希望寻找一些构图特征的表示方法。尝试查阅一些论文pdf, 网页等资料，最后输出一份调研报告。

frontend/react-template/src/components/FlowChart/FlowChart.tsx

@@ -10,6 +10,8 @@ import styles from "./styles/FlowChart.module.css";
 import { Tooltip } from "@douyinfe/semi-ui";
 
 // 整体流图组件：构建层级、渲染主链与子链（消息组）
+import { useFlowChartData } from "./hooks/useFlowChartData";
+
 interface FlowChartProps {
   goals: Goal[];
   msgGroups?: Record<string, Message[]>;
@@ -25,8 +27,12 @@ interface LayoutNode extends d3.HierarchyPointNode<Goal> {
 type TreeGoal = Goal & { children?: TreeGoal[] };
 const VIRTUAL_ROOT_ID = "__VIRTUAL_ROOT__";
 export type SubTraceEntry = { id: string; mission?: string };
+const EMPTY_GOALS: Goal[] = [];
 
 export const FlowChart: FC<FlowChartProps> = ({ goals, msgGroups = {}, onNodeClick, onSubTraceClick }) => {
+  goals = goals.filter((g) => !g.parent_id);
+
+  console.log("%c [ FlowChart-goals ]-33", "font-size:13px; background:pink; color:#bf2c9f;", goals);
   // 确保 goals 中包含 END 节点
   const displayGoals = useMemo(() => {
     if (!goals) return [];
@@ -42,11 +48,22 @@ export const FlowChart: FC<FlowChartProps> = ({ goals, msgGroups = {}, onNodeCli
     return [...goals, endGoal];
   }, [goals]);
 
-  console.log("%c [ goals ]-28", "font-size:13px; background:pink; color:#bf2c9f;", displayGoals);
   const svgRef = useRef<SVGSVGElement>(null);
   const containerRef = useRef<HTMLDivElement>(null);
   const [dimensions, setDimensions] = useState({ width: 1200, height: 800 });
   const [selectedNodeId, setSelectedNodeId] = useState<string | null>(null);
+  const [selectedSubTrace, setSelectedSubTrace] = useState<{ parentGoal: Goal; entry: SubTraceEntry } | null>(null);
+
+  // Use useFlowChartData for subTrace to handle WebSocket connection and data processing
+  const {
+    messages: subTraceMessages,
+    msgGroups: subTraceMsgGroups,
+    goals: subTraceGoals,
+  } = useFlowChartData(selectedSubTrace?.entry.id || null, EMPTY_GOALS);
+  console.log("%c [ subTraceGoals ]-57", "font-size:13px; background:pink; color:#bf2c9f;", subTraceGoals);
+  console.log("%c [ subTraceMsgGroups ]-57", "font-size:13px; background:pink; color:#bf2c9f;", subTraceMsgGroups);
+  console.log("%c [ subTraceMessages ]-56", "font-size:13px; background:pink; color:#bf2c9f;", subTraceMessages);
+
   const [panOffset, setPanOffset] = useState({ x: 0, y: 0 });
   const [isPanning, setIsPanning] = useState(false);
   const [zoom, setZoom] = useState(1);
@@ -126,6 +143,22 @@ export const FlowChart: FC<FlowChartProps> = ({ goals, msgGroups = {}, onNodeCli
     return set;
   }, [layoutData, selectedNodeId]);
 
+  const normalizeSubTraceEntries = useCallback((goal: Goal): SubTraceEntry[] => {
+    const raw = goal.sub_trace_ids || [];
+    return raw
+      .map((item) => {
+        if (typeof item === "string") return { id: item };
+        if (item && typeof item === "object" && "trace_id" in item) {
+          const meta = item as { trace_id?: unknown; mission?: unknown };
+          const id = typeof meta.trace_id === "string" ? meta.trace_id : "";
+          const mission = typeof meta.mission === "string" ? meta.mission : undefined;
+          return id ? { id, mission } : null;
+        }
+        return null;
+      })
+      .filter((entry): entry is SubTraceEntry => !!entry && entry.id.length > 0);
+  }, []);
+
   const mainLinks = useMemo(() => {
     if (!layoutData) return [];
     const nonVirtualLinks = layoutData.links.filter(
@@ -145,6 +178,12 @@ export const FlowChart: FC<FlowChartProps> = ({ goals, msgGroups = {}, onNodeCli
       const current = orderedNodes[i];
       const next = orderedNodes[i + 1];
 
+      // 如果有 subTrace，不绘制主链，交由 subTraceLinks 绘制
+      const subTraceEntries = normalizeSubTraceEntries(current.data);
+      if (subTraceEntries.length > 0) {
+        continue;
+      }
+
       // 如果是 END 节点前的节点，且该节点有子节点（非 END 的子节点），则不直接连接到 END
       // 而是将子节点连接到 END
       if (next.data.id === "END" && current.children && current.children.length > 0) {
@@ -176,23 +215,7 @@ export const FlowChart: FC<FlowChartProps> = ({ goals, msgGroups = {}, onNodeCli
     }
 
     return [...nonVirtualLinks, ...links];
-  }, [layoutData, displayGoals]);
-
-  const normalizeSubTraceEntries = (goal: Goal): SubTraceEntry[] => {
-    const raw = goal.sub_trace_ids || [];
-    return raw
-      .map((item) => {
-        if (typeof item === "string") return { id: item };
-        if (item && typeof item === "object" && "trace_id" in item) {
-          const meta = item as { trace_id?: unknown; mission?: unknown };
-          const id = typeof meta.trace_id === "string" ? meta.trace_id : "";
-          const mission = typeof meta.mission === "string" ? meta.mission : undefined;
-          return id ? { id, mission } : null;
-        }
-        return null;
-      })
-      .filter((entry): entry is SubTraceEntry => !!entry && entry.id.length > 0);
-  };
+  }, [layoutData, displayGoals, normalizeSubTraceEntries]);
 
   // 节点点击：记录选中状态并回传对应边
   const handleNodeClick = useCallback(
@@ -212,6 +235,20 @@ export const FlowChart: FC<FlowChartProps> = ({ goals, msgGroups = {}, onNodeCli
     [mainLinks, onNodeClick],
   );
 
+  // Handle subTrace click: clear main node selection and set subTrace selection
+  const handleSubTraceClick = useCallback(
+    (parentGoal: Goal, entry: SubTraceEntry) => {
+      console.log("SubTrace clicked:", { parentGoal, entry, traceId: entry.id });
+      // Clear main node selection when clicking subTrace
+      setSelectedNodeId(null);
+      // Set subTrace selection
+      setSelectedSubTrace({ parentGoal, entry });
+      // Call parent callback if provided
+      onSubTraceClick?.(parentGoal, entry);
+    },
+    [onSubTraceClick],
+  );
+
   const subTraceLinks = useMemo(() => {
     if (!layoutData)
       return [] as Array<{
@@ -244,40 +281,170 @@ export const FlowChart: FC<FlowChartProps> = ({ goals, msgGroups = {}, onNodeCli
       const targetBase = nextId ? nodeMap.get(nextId) : undefined;
       if (!sourceBase || !targetBase) return;
 
-      const centerIndex = (entries.length - 1) / 2;
+      const isExplore = goal.agent_call_mode === "explore";
+      if (isExplore) {
+        const curveStep = 60;
+        const centerIndex = (entries.length - 1) / 2;
+
+        entries.forEach((entry, index) => {
+          const offset = (index - centerIndex) * curveStep;
+          links.push({
+            link: { source: sourceBase, target: targetBase },
+            label: entry.mission,
+            key: `${goal.id}-${entry.id}-explore-${index}`,
+            onClick: () => handleSubTraceClick(goal, entry),
+            curveOffset: offset,
+          });
+        });
+        return;
+      }
+
+      const totalSegments = entries.length + 1;
+      const sx = sourceBase.x;
+      const sy = sourceBase.y;
+      const tx = targetBase.x;
+      const ty = targetBase.y;
+      const dx = (tx - sx) / totalSegments;
+      const dy = (ty - sy) / totalSegments;
+
+      let prevPoint = sourceBase;
+
       entries.forEach((entry, index) => {
-        const offset = (index - centerIndex) * 60;
+        const cx = sx + dx * (index + 1);
+        const cy = sy + dy * (index + 1);
+
+        const currentPoint = {
+          data: { id: `virtual-${goal.id}-${index}`, sub_trace_ids: [] },
+          x: cx,
+          y: cy,
+          depth: sourceBase.depth,
+          height: sourceBase.height,
+          parent: sourceBase,
+          children: [],
+        } as unknown as LayoutNode;
+
         const onClick = () => {
-          if (onSubTraceClick) {
-            onSubTraceClick(goal, entry);
-          } else {
-            handleNodeClick(sourceBase);
-          }
+          handleSubTraceClick(goal, entry);
         };
 
         links.push({
-          link: { source: sourceBase, target: targetBase },
+          link: { source: prevPoint, target: currentPoint },
           label: entry.mission,
-          key: `${goal.id}-${entry.id}-explore-${index}`,
+          key: `${goal.id}-${entry.id}-chain-${index}`,
           onClick,
-          curveOffset: offset,
+          curveOffset: 0,
         });
+
+        prevPoint = currentPoint;
+      });
+
+      links.push({
+        link: { source: prevPoint, target: targetBase },
+        label: undefined,
+        key: `${goal.id}-to-next-chain`,
+        onClick: () => {},
+        curveOffset: 0,
       });
     });
 
     return links;
-  }, [displayGoals, handleNodeClick, layoutData, onSubTraceClick]);
+  }, [displayGoals, handleSubTraceClick, layoutData, normalizeSubTraceEntries]);
+
+  const subGoalsOverlay = useMemo(() => {
+    if (!layoutData)
+      return [] as Array<{
+        parentId: string;
+        nodes: Array<{ x: number; y: number; fullText: string; shortText: string }>;
+        paths: Array<{ d: string }>;
+      }>;
+
+    const nodeMap = new Map(layoutData.nodes.map((node) => [node.data.id, node]));
+
+    const truncateMiddle = (text: string, limit: number) => {
+      if (text.length <= limit) return text;
+      const half = Math.floor((limit - 3) / 2);
+      return `${text.slice(0, half)}...${text.slice(-half)}`;
+    };
+
+    const flattenSubGoals = (items: Goal[] | undefined): Goal[] => {
+      if (!items || items.length === 0) return [];
+      const result: Goal[] = [];
+      items.forEach((item) => {
+        result.push(item);
+        const children = flattenSubGoals(item.sub_goals);
+        if (children.length > 0) result.push(...children);
+      });
+      return result;
+    };
+
+    const buildSegment = (sx: number, sy: number, tx: number, ty: number) => {
+      const controlX = (sx + tx) / 2 - 40;
+      const controlY = Math.max(sy, ty) - 30;
+      return `M${sx},${sy} Q${controlX},${controlY} ${tx},${ty}`;
+    };
+
+    const overlays: Array<{
+      parentId: string;
+      nodes: Array<{ x: number; y: number; fullText: string; shortText: string }>;
+      paths: Array<{ d: string }>;
+    }> = [];
+
+    displayGoals.forEach((goal) => {
+      const anchorNode = nodeMap.get(goal.id);
+      if (!anchorNode) return;
+
+      const subGoals = flattenSubGoals(goal.sub_goals);
+      if (subGoals.length === 0) return;
+
+      const anchorX = anchorNode.x;
+      const anchorY = anchorNode.y;
+      const count = subGoals.length;
+      const sides = count + 2;
+      const radius = Math.max(90, 44 + count * 16 + Math.max(0, count - 4) * 6);
+      const centerX = anchorX;
+      const centerY = anchorY + radius;
+      const angleStep = (Math.PI * 2) / sides;
+
+      const nodes = subGoals.map((subGoal, index) => {
+        const angle = -Math.PI / 2 - angleStep * (index + 1);
+        const fullText = subGoal.description || subGoal.id;
+        return {
+          x: centerX + Math.cos(angle) * radius,
+          y: centerY + Math.sin(angle) * radius,
+          fullText,
+          shortText: truncateMiddle(fullText, 10),
+        };
+      });
+
+      const nodeHalfH = 5;
+      const paths = nodes.map((node) => ({
+        d: buildSegment(anchorX, anchorY + nodeHalfH, node.x, node.y),
+      }));
+
+      overlays.push({ parentId: goal.id, nodes, paths });
+    });
+
+    return overlays;
+  }, [displayGoals, layoutData]);
 
   // 当前选中节点的消息链
   const selectedMessages = useMemo(() => {
+    if (selectedSubTrace) return subTraceMessages || [];
     if (!selectedNodeId) return [];
     return msgGroups[selectedNodeId] || [];
-  }, [msgGroups, selectedNodeId]);
+  }, [msgGroups, selectedNodeId, selectedSubTrace, subTraceMessages]);
 
   // 消息链布局与虚线连接路径
   const messageOverlay = useMemo(() => {
-    if (!layoutData || !selectedNodeId || selectedMessages.length === 0) return null;
-    const anchorNode = layoutData.nodes.find((n) => n.data.id === selectedNodeId);
+    if (!layoutData || (!selectedNodeId && !selectedSubTrace) || selectedMessages.length === 0) return null;
+
+    let anchorNode: LayoutNode | undefined;
+    if (selectedNodeId) {
+      anchorNode = layoutData.nodes.find((n) => n.data.id === selectedNodeId);
+    } else if (selectedSubTrace) {
+      anchorNode = layoutData.nodes.find((n) => n.data.id === selectedSubTrace.parentGoal.id);
+    }
+
     if (!anchorNode) return null;
     const anchorX = anchorNode.x;
     const anchorY = anchorNode.y;
@@ -331,7 +498,7 @@ export const FlowChart: FC<FlowChartProps> = ({ goals, msgGroups = {}, onNodeCli
     }
 
     return { msgNodes, paths };
-  }, [layoutData, selectedMessages, selectedNodeId, mainLinks]);
+  }, [layoutData, selectedMessages, selectedNodeId, mainLinks, selectedSubTrace]);
 
   if (!layoutData) return <div>Loading...</div>;
 
@@ -384,8 +551,9 @@ export const FlowChart: FC<FlowChartProps> = ({ goals, msgGroups = {}, onNodeCli
           <g transform={`translate(${layoutData.margin.left},${layoutData.margin.top})`}>
             {(() => {
               const visibleNodes = layoutData.nodes.filter((n) => n.data.id !== VIRTUAL_ROOT_ID);
-              const xs = visibleNodes.map((n) => n.x);
-              const ys = visibleNodes.map((n) => n.y);
+              const overlayPoints = subGoalsOverlay.flatMap((overlay) => overlay.nodes);
+              const xs = [...visibleNodes.map((n) => n.x), ...overlayPoints.map((n) => n.x)];
+              const ys = [...visibleNodes.map((n) => n.y), ...overlayPoints.map((n) => n.y)];
               const nodeHalfW = 70;
               const nodeHalfH = 26;
               const minX = Math.min(...xs) - nodeHalfW;
@@ -496,6 +664,45 @@ export const FlowChart: FC<FlowChartProps> = ({ goals, msgGroups = {}, onNodeCli
                       ))}
                     </g>
                   )}
+                  {subGoalsOverlay.length > 0 && (
+                    <g>
+                      {subGoalsOverlay.flatMap((overlay) =>
+                        overlay.paths.map((p, idx) => (
+                          <path
+                            key={`subgoals-path-${overlay.parentId}-${idx}`}
+                            d={p.d}
+                            fill="none"
+                            stroke="#7aa0d6"
+                            strokeWidth={1.5}
+                            strokeDasharray="6,6"
+                            markerEnd="url(#arrow-default)"
+                            opacity={0.7}
+                            strokeLinecap="round"
+                          />
+                        )),
+                      )}
+                      {subGoalsOverlay.flatMap((overlay) =>
+                        overlay.nodes.map((node, idx) => (
+                          <g
+                            key={`subgoals-node-${overlay.parentId}-${idx}`}
+                            transform={`translate(${node.x},${node.y})`}
+                          >
+                            <Tooltip content={node.fullText}>
+                              <text
+                                x={0}
+                                y={16}
+                                fontSize={12}
+                                fill="#333"
+                                textAnchor="middle"
+                              >
+                                {node.shortText}
+                              </text>
+                            </Tooltip>
+                          </g>
+                        )),
+                      )}
+                    </g>
+                  )}
                   {messageOverlay && (
                     <g>
                       {messageOverlay.paths.map((p, idx) => (

frontend/react-template/src/components/FlowChart/components/Edge.tsx

@@ -89,6 +89,10 @@ export const Edge: FC<EdgeProps> = ({ link, label, highlighted, dimmed, onClick,
       <g
         transform={`translate(${midX},${midY})`}
         style={{ cursor: "pointer" }}
+        onClick={(e) => {
+          e.stopPropagation();
+          onClick();
+        }}
       >
         <title>{label}</title>
         <rect

frontend/react-template/src/components/FlowChart/hooks/useFlowChartData.ts

@@ -14,6 +14,32 @@ const isMessage = (value: unknown): value is Message =>
   isRecord(value) &&
   (typeof value.id === "string" || typeof (value as { message_id?: string }).message_id === "string");
 
+const buildSubGoals = (flatGoals: Goal[]): Goal[] => {
+  const nodeMap = new Map<string, Goal>();
+  flatGoals.forEach((goal) => {
+    nodeMap.set(goal.id, { ...goal, sub_goals: [] });
+  });
+
+  flatGoals.forEach((goal) => {
+    const parentId = typeof goal.parent_id === "string" && goal.parent_id ? goal.parent_id : undefined;
+    if (!parentId) return;
+    const parent = nodeMap.get(parentId);
+    const child = nodeMap.get(goal.id);
+    if (!parent || !child) return;
+    if (!Array.isArray(parent.sub_goals)) parent.sub_goals = [];
+    parent.sub_goals.push(child);
+  });
+
+  return flatGoals.map((goal) => {
+    const node = nodeMap.get(goal.id);
+    if (!node) return goal;
+    if (Array.isArray(node.sub_goals) && node.sub_goals.length === 0) {
+      delete node.sub_goals;
+    }
+    return node;
+  });
+};
+
 // FlowChart 专用数据 Hook：处理实时事件并聚合消息组
 export const useFlowChartData = (traceId: string | null, initialGoals: Goal[]) => {
   const [goals, setGoals] = useState<Goal[]>(initialGoals);
@@ -81,18 +107,21 @@ export const useFlowChartData = (traceId: string | null, initialGoals: Goal[]) =
           (rawTrace && isRecord(rawTrace.goal_tree) ? rawTrace.goal_tree : undefined) ||
           {};
         const goalList = isRecord(goalTree) ? goalTree.goals : undefined;
-        console.log("%c [ goalList ]-90", "font-size:13px; background:pink; color:#bf2c9f;", goalList);
         const nextGoals = Array.isArray(goalList) ? (goalList as Goal[]) : [];
-        console.log("%c [ nextGoals ]-91", "font-size:13px; background:pink; color:#bf2c9f;", nextGoals);
         setGoals((prev) => {
-          return nextGoals.map((ng) => {
+          const mergedFlat = nextGoals.map((ng) => {
             const existing = prev.find((p) => p.id === ng.id);
-            // 保留 sub_trace_ids，如果 WebSocket 数据中缺失但本地已有
-            if (existing && existing.sub_trace_ids && !ng.sub_trace_ids) {
-              return { ...ng, sub_trace_ids: existing.sub_trace_ids };
+            if (!existing) return ng;
+            const merged: Goal = { ...existing, ...ng };
+            if (existing.sub_trace_ids && !merged.sub_trace_ids) {
+              merged.sub_trace_ids = existing.sub_trace_ids;
+            }
+            if (existing.agent_call_mode && !merged.agent_call_mode) {
+              merged.agent_call_mode = existing.agent_call_mode;
             }
-            return ng;
+            return merged;
           });
+          return buildSubGoals(mergedFlat);
         });
         return;
       }
@@ -110,11 +139,14 @@ export const useFlowChartData = (traceId: string | null, initialGoals: Goal[]) =
             if (existing.sub_trace_ids && !merged.sub_trace_ids) {
               merged.sub_trace_ids = existing.sub_trace_ids;
             }
+            if (existing.agent_call_mode && !merged.agent_call_mode) {
+              merged.agent_call_mode = existing.agent_call_mode;
+            }
             next[idx] = merged;
-            return next;
+            return buildSubGoals(next);
           }
           next.push(goal as Goal);
-          return next;
+          return buildSubGoals(next);
         });
         return;
       }

frontend/react-template/src/components/MainContent/MainContent.tsx

@@ -16,6 +16,7 @@ export const MainContent: FC<MainContentProps> = ({ traceId, onNodeClick }) => {
   const { trace, loading } = useTrace(traceId);
   const initialGoals = useMemo(() => trace?.goal_tree?.goals ?? [], [trace]);
   const { goals, connected, msgGroups } = useFlowChartData(traceId, initialGoals);
+  console.log("%c [ goals ]-19", "font-size:13px; background:pink; color:#bf2c9f;", goals);
 
   if (!traceId && !loading) {
     return (

frontend/react-template/src/types/goal.ts

@@ -10,6 +10,7 @@ export interface Goal {
   metadata?: Record<string, unknown>;
   agent_call_mode?: string;
   sub_trace_ids?: Array<string | { trace_id: string; mission?: string }>;
+  sub_goals?: Array<Goal>;
 }
 
 export interface BranchContext {

frontend/react-template/yarn.lock

@@ -1,4122 +0,0 @@
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-# yarn lockfile v1
-
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-
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-  dependencies:
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-    js-tokens "^4.0.0"
-    picocolors "^1.1.1"
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-
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requirements.txt

@@ -6,6 +6,7 @@ python-dotenv>=1.0.0
 # 推荐安装方式: uv add browser-use && uv sync
 # 或使用: pip install browser-use
 browser-use>=0.11.0
+langchain_core>=0.3.0
 
 # API Server (Step Tree Visualization)
 fastapi>=0.115.0