diff --git a/.gitignore b/.gitignore index f36892d..bfdd5cc 100644 --- a/.gitignore +++ b/.gitignore @@ -49,4 +49,7 @@ memory/* # mem_scanner related tools !memory/mem_scanner.py -!memory/mem_scanner_sop.md \ No newline at end of file +!memory/mem_scanner_sop.md +# Visual Studio +.vs/ +restore_commit.txt diff --git a/.vs/GenericAgent/FileContentIndex/64d56503-36b1-4f61-8f06-cfc8adaca535.vsidx b/.vs/GenericAgent/FileContentIndex/64d56503-36b1-4f61-8f06-cfc8adaca535.vsidx deleted file mode 100644 index f5a6b2c..0000000 Binary files a/.vs/GenericAgent/FileContentIndex/64d56503-36b1-4f61-8f06-cfc8adaca535.vsidx and /dev/null differ diff --git a/.vs/GenericAgent/v17/.wsuo b/.vs/GenericAgent/v17/.wsuo deleted file mode 100644 index df42d5d..0000000 Binary files a/.vs/GenericAgent/v17/.wsuo and /dev/null differ diff --git a/.vs/GenericAgent/v17/DocumentLayout.json b/.vs/GenericAgent/v17/DocumentLayout.json deleted file mode 100644 index 033598c..0000000 --- a/.vs/GenericAgent/v17/DocumentLayout.json +++ /dev/null @@ -1,12 +0,0 @@ -{ - "Version": 1, - "WorkspaceRootPath": "C:\\Users\\Ljq\\Documents\\mywork\\MyTools\\AutoOperation\\webagent\\GenericAgent\\", - "Documents": [], - "DocumentGroupContainers": [ - { - "Orientation": 0, - "VerticalTabListWidth": 256, - "DocumentGroups": [] - } - ] -} \ No newline at end of file diff --git a/.vs/ProjectSettings.json b/.vs/ProjectSettings.json deleted file mode 100644 index f8b4888..0000000 --- a/.vs/ProjectSettings.json +++ /dev/null @@ -1,3 +0,0 @@ -{ - "CurrentProjectSetting": null -} \ No newline at end of file diff --git a/.vs/VSWorkspaceState.json b/.vs/VSWorkspaceState.json deleted file mode 100644 index 6b61141..0000000 --- a/.vs/VSWorkspaceState.json +++ /dev/null @@ -1,6 +0,0 @@ -{ - "ExpandedNodes": [ - "" - ], - "PreviewInSolutionExplorer": false -} \ No newline at end of file diff --git a/.vs/slnx.sqlite b/.vs/slnx.sqlite deleted file mode 100644 index 365ac73..0000000 Binary files a/.vs/slnx.sqlite and /dev/null differ diff --git a/restore_commit.txt b/restore_commit.txt deleted file mode 100644 index 556d1bf..0000000 --- a/restore_commit.txt +++ /dev/null @@ -1,2964 +0,0 @@ -commit 9b20ca82972ec66622193846801630fd356ce231 -Author: Liang Jiaqing -Date: Fri Jan 16 23:50:19 2026 +0800 - - fix: restore files removed by mistake and keep zip ignored - -diff --git a/README.md b/README.md -new file mode 100644 -index 0000000..4b399e9 ---- /dev/null -+++ b/README.md -@@ -0,0 +1,52 @@ -+# pc-agent-loop -+ -+pc-agent-loop 是一个**极致简约**的 PC 级自主 AI Agent 框架。它通过不到 100 行的核心代码和约 200 行的工具实现，构筑了把整个pc给它（浏览器、终端、文件系统）的物理级自动化能力。 -+ -+## 🚀 核心特性 -+ -+- **极简设计**: 仅由 **7 个基本工具** 和一个高效的 **Agentic Loop** 构成，拒绝过度设计。 -+- **自主代码执行 (Code Execution)**: 能够根据任务需求自主编写并运行 Python 或 PowerShell 脚本，直接操控系统资源。 -+- **深度 Web 自动化 (Advanced Web Automation)**: -+ - **语义化扫描**: 自动清洗 HTML 内容，将复杂的 DOM 转化为 AI 易读的结构。 -+ - **JS 注入执行**: 在浏览器上下文中执行自定义 JavaScript，实现精准点击、滚动或数据抓取。 -+ - **TMWebDriver**: 支持通过 Tampermonkey 实现的持久化会话驱动。 -+- **精准文件编辑 (Smart File Patching)**: 并非盲目覆盖，而是支持通过 `file_patch` 以代码块匹配方式进行精确修改。 -+- **人机协作模式 (Human-in-the-loop)**: 在遇到验证码、关键权限或模糊决策时，主动请求用户介入。 -+ -+## 📂 项目结构 -+ -+- `agent_loop.py`: **核心引擎**，负责“感知-思考-行动”的自主循环逻辑。 -+- `ga.py`: **工具箱**，定义了 7 大核心原子工具的具体实现。 -+- `agentapp.py`: 基于 Streamlit 构建的轻量化交互式 Web 界面。 -+- `sidercall.py`: LLM 通信层，支持流式输出与 API 调用。 -+- `TMWebDriver.py`: 浏览器驱动模块（需配合 Tampermonkey 脚本使用）。 -+ -+## 🛠️ 快速开始 -+ -+### 1. 环境准备 -+- 安装 Python 3.8+。 -+- （可选）若需网页自动化，请在浏览器中安装 **Tampermonkey** 插件并导入本项目提供的对应脚本。 -+ -+### 2. 安装依赖 -+缺啥装啥 -+ -+### 3. 启动应用 -+在项目根目录下执行： -+```bash -+python launch.pyw -+``` -+ -+## 🧩 7 大核心工具 -+ -+Agent 仅依靠以下 7 个原子工具的组合来完成复杂任务： -+ -+1. **`code_run`**: 针对 Windows 优化的双模态代码执行器（Python/PowerShell）。 -+2. **`web_scan`**: 获取网页清洗后的语义化 HTML 结构，支持多标签管理。 -+3. **`web_execute_js`**: 网页 JS 脚本注入，支持将结果存盘分析。 -+4. **`file_read`**: 分页式文件读取，支持行号定位。 -+5. **`file_write`**: 文件全量写入或追加。 -+6. **`file_patch`**: 基于源码块匹配的精准局部修改，确保缩进一致性。 -+7. **`ask_user`**: 关键节点请求人类干预。 -+ -+--- -+**⚠️ 警告**: 本 Agent 具备执行本地代码和控制操作系统的物理权限。请务必在受信任的环境中运行，并在运行前仔细检查 Agent 的执行意图。 -\ No newline at end of file -diff --git a/TMWebDriver.py b/TMWebDriver.py -new file mode 100644 -index 0000000..0f58e79 ---- /dev/null -+++ b/TMWebDriver.py -@@ -0,0 +1,285 @@ -+import json, threading, time, uuid, queue, socket, requests -+from typing import Dict, Any, Optional, List -+from simple_websocket_server import WebSocketServer, WebSocket -+from bs4 import BeautifulSoup -+import bottle, random -+from bottle import route, template, request, response -+ -+class Session: -+ def __init__(self, session_id, info, client=None): -+ self.id = session_id -+ self.info = info -+ self.connect_at = time.time() -+ self.disconnect_at = None -+ self.type = info.get('type', 'ws') -+ self.ws_client = client if self.type == 'ws' else None -+ self.http_queue = client if self.type == 'http' else None -+ @property -+ def url(self): return self.info.get('url', '') -+ def is_active(self): -+ return self.disconnect_at is None -+ def reconnect(self, client, info): -+ self.info = info -+ self.type = info.get('type', 'ws') -+ if self.type == 'ws': -+ self.ws_client = client -+ self.http_queue = None -+ elif self.type == 'http': -+ self.http_queue = client -+ self.connect_at = time.time() -+ self.disconnect_at = None -+ def mark_disconnected(self): -+ self.disconnect_at = time.time() -+ -+ -+class TMWebDriver: -+ def __init__(self, host: str = 'localhost', port: int = 18765): -+ self.host = host -+ self.port = port -+ self.sessions = {} -+ self.results = {} -+ -+ self.default_session_id = None -+ self.latest_session_id = None -+ self.last_cmd_time = 0 -+ self.is_remote = socket.socket().connect_ex((host, port+1)) == 0 -+ if not self.is_remote: -+ self.start_ws_server() -+ self.start_http_server() -+ else: -+ self.remote = f'http://{self.host}:{self.port+1}/link' -+ -+ def start_http_server(self): -+ self.app = app = bottle.Bottle() -+ -+ @app.route('/api/longpoll', method=['GET', 'POST']) -+ def long_poll(): -+ data = request.json -+ session_id = data.get('sessionId') -+ session_info = {'url': data.get('url'), 'title': data.get('title', ''), 'type': 'http'} -+ if session_id not in self.sessions: -+ session = Session(session_id, session_info, queue.Queue()) -+ print(f"Browser http connected: {session.url} (Session: {session_id})") -+ self.sessions[session_id] = session -+ session = self.sessions[session_id] -+ if session.type == 'http': msgQ = session.http_queue -+ else: return json.dumps({"id": "", "ret": "use ws"}) -+ try: return msgQ.get(timeout=5) -+ except queue.Empty: return json.dumps({"id": "", "ret": "next long-poll"}) -+ -+ @app.route('/api/result', method=['GET','POST']) -+ def result(): -+ data = request.json -+ if data.get('type') == 'result': -+ self.results[data.get('id')] = {'success': True, 'data': data.get('result'), 'newTabs': data.get('newTabs', [])} -+ elif data.get('type') == 'error': -+ self.results[data.get('id')] = {'success': False, 'data': data.get('error')} -+ return 'ok' -+ -+ @app.route('/link', method=['GET','POST']) -+ def link(): -+ data = request.json -+ if data.get('cmd') == 'get_all_sessions': return json.dumps({'r': self.get_all_sessions()}, ensure_ascii=False) -+ if data.get('cmd') == 'find_session': -+ url_pattern = data.get('url_pattern', '') -+ return json.dumps({'r': self.find_session(url_pattern)}, ensure_ascii=False) -+ if data.get('cmd') == 'execute_js': -+ session_id = data.get('sessionId') -+ code = data.get('code') -+ timeout = float(data.get('timeout', 10.0)) -+ auto_switch_newtab = data.get('auto_switch_newtab', False) -+ try: -+ result = self.execute_js(code, timeout=timeout, session_id=session_id, auto_switch_newtab=auto_switch_newtab) -+ newTabs = result.get('newTabs', []) if isinstance(result, dict) else [] -+ return json.dumps({'result': result, 'newTabs': newTabs}, ensure_ascii=False) -+ except Exception as e: -+ return json.dumps({'error': str(e)}, ensure_ascii=False) -+ return 'ok' -+ -+ def run(): -+ import asyncio -+ loop = asyncio.new_event_loop() -+ asyncio.set_event_loop(loop) -+ bottle.run(app, host=self.host, port=self.port+1, server='tornado') -+ -+ http_thread = threading.Thread(target=run) -+ http_thread.daemon = True -+ http_thread.start() -+ -+ def clean_sessions(self): -+ sids = list(self.sessions.keys()) -+ for sid in sids: -+ session = self.sessions[sid] -+ if not session.is_active() and time.time() - session.disconnect_at > 600: -+ del self.sessions[sid] -+ -+ def start_ws_server(self) -> None: -+ driver = self -+ class JSExecutor(WebSocket): -+ def handle(self) -> None: -+ try: -+ data = json.loads(self.data) -+ if data.get('type') == 'ready': -+ session_id = data.get('sessionId') -+ session_info = {'url': data.get('url'), 'title': data.get('title', ''), -+ 'connected_at': time.time(), 'type': 'ws'} -+ driver._register_client(session_id, self, session_info) -+ elif data.get('type') in 'result': -+ driver.results[data.get('id')] = {'success': True, 'data': data.get('result'), 'newTabs': data.get('newTabs', [])} -+ elif data.get('type') == 'error': -+ driver.results[data.get('id')] = {'success': False, 'data': data.get('error')} -+ except Exception as e: -+ print(f"Error handling message: {e}") -+ if hasattr(self, 'data'): print(self.data) -+ def connected(self): (f"New connection from {self.address}") -+ def handle_close(self): driver._unregister_client(self) -+ -+ self.server = WebSocketServer(self.host, self.port, JSExecutor) -+ server_thread = threading.Thread(target=self.server.serve_forever) -+ server_thread.daemon = True -+ server_thread.start() -+ print(f"WebSocket server running on ws://{self.host}:{self.port}") -+ -+ def _register_client(self, session_id: str, client: WebSocket, session_info) -> None: -+ is_new_session = session_id not in self.sessions -+ -+ if is_new_session: -+ session = Session(session_id, session_info, client) -+ self.sessions[session_id] = session -+ print(f"New tab connected: {session.url} (Session: {session_id})") -+ else: -+ session = self.sessions[session_id] -+ session.reconnect(client, session_info) -+ print(f"Tab reconnected: {session.url} (Session: {session_id})") -+ -+ self.latest_session_id = session_id -+ if self.default_session_id is None: -+ self.default_session_id = session_id -+ elif is_new_session: -+ if time.time() - self.last_cmd_time < 5.0: -+ print(f"检测到脚本触发的新窗口，自动切换焦点: {session_id}") -+ self.default_session_id = session_id -+ -+ -+ def _unregister_client(self, client: WebSocket) -> None: -+ for session in self.sessions.values(): -+ if session.ws_client == client: -+ session.mark_disconnected() -+ break -+ -+ def execute_js(self, code, timeout=10.0, session_id=None, auto_switch_newtab=False) -> Any: -+ if session_id is None: session_id = self.default_session_id -+ if self.is_remote: -+ print('remote_execute_js') -+ response = self._remote_cmd({"cmd": "execute_js", "sessionId": session_id, -+ "code": code, "timeout": str(timeout), -+ "auto_switch_newtab": auto_switch_newtab}) -+ if response.get('error'): raise Exception(response['error']) -+ if auto_switch_newtab and 'newTabs' in response: -+ newtabs = response.get('newTabs', []) -+ if len(newtabs) > 0: -+ new_session_id = newtabs[0]['sessionId'] -+ self.default_session_id = new_session_id -+ print(f"自动切换到新标签会话: {new_session_id}") -+ return response.get('result', None) -+ -+ session = self.sessions.get(session_id) -+ if not session or not session.is_active(): -+ time.sleep(3) -+ session = self.sessions.get(session_id) -+ if not session or not session.is_active(): -+ alive_sessions = [s for s in self.sessions.values() if s.is_active()] -+ if alive_sessions: -+ session = alive_sessions[0] -+ print(f"会话 {session_id} 未连接，自动切换到最新活动会话: {session.id}") -+ session_id = self.default_session_id = session.id -+ if not session or not session.is_active(): -+ breakpoint() -+ raise ValueError(f"会话ID {session_id} 未连接") -+ -+ tp = session.type -+ assert tp in ['ws', 'http'], f"Unsupported session type: {tp}" -+ exec_id = str(uuid.uuid4()) -+ payload = json.dumps({'id': exec_id, 'code': code, 'auto_switch_newtab': auto_switch_newtab}) -+ -+ if tp == 'ws': -+ session.ws_client.send_message(payload) -+ elif tp == 'http': -+ session.http_queue.put(payload) -+ -+ start_time = time.time() -+ self.clean_sessions() -+ hasjump = False -+ -+ while exec_id not in self.results: -+ time.sleep(0.1) -+ if tp == 'ws': -+ if not session.is_active(): hasjump = True -+ if hasjump and session.is_active(): -+ if not self.is_remote and auto_switch_newtab: self.last_cmd_time = time.time() -+ return {"result": f"Session {session_id} reloaded.", "closed":1} -+ if time.time() - start_time > timeout: -+ if tp == 'ws': -+ return {"result": f"No response data in {timeout}s"} -+ elif tp == 'http': -+ return {"result": f"Session {session_id} no response."} -+ -+ result = self.results.pop(exec_id) -+ if not result['success']: raise Exception(result['data']) -+ if not self.is_remote and auto_switch_newtab: -+ newtabs = result.get('newTabs', []) -+ if len(newtabs) > 0: -+ new_session_id = newtabs[0]['sessionId'] -+ self.default_session_id = new_session_id -+ print(f"自动切换到新标签会话: {new_session_id}") -+ elif not self.is_remote: -+ self.last_cmd_time = time.time() -+ return result['data'] -+ -+ def _remote_cmd(self, cmd): -+ resp = requests.post(self.remote, -+ headers={"Content-Type": "application/json"}, -+ json=cmd).json() -+ return resp -+ -+ def get_all_sessions(self): -+ if self.is_remote: -+ return self._remote_cmd({"cmd": "get_all_sessions"}).get('r', []) -+ return [{'id': session.id, **session.info} for session in self.sessions.values() -+ if session.is_active()] -+ -+ def get_session_dict(self): -+ return {session.id: session.url for session in self.sessions.values() if session.is_active()} -+ -+ def find_session(self, url_pattern: str): -+ if url_pattern == '': -+ session = self.sessions.get(self.latest_session_id) -+ return [(session.id, session.info)] if session else [] -+ matching_sessions = [] -+ for session in self.sessions.values(): -+ if not session.is_active(): continue -+ if 'url' in session.info and url_pattern in session.info['url']: -+ matching_sessions.append((session.id, session.info)) -+ return matching_sessions -+ -+ def set_session(self, url_pattern: str) -> bool: -+ if self.is_remote: -+ matched = self._remote_cmd({"cmd": "find_session", "url_pattern": url_pattern}).get('r', []) -+ else: -+ matched = self.find_session(url_pattern) -+ if not matched: return print(f"警告: 未找到URL包含 '{url_pattern}' 的会话") -+ if len(matched) > 1: print(f"警告: 找到多个URL包含 '{url_pattern}' 的会话，选择第一个") -+ self.last_cmd_time = 0 -+ self.default_session_id, info = matched[0] -+ print(f"成功设置默认会话: {self.default_session_id}: {info['url']}") -+ return self.default_session_id -+ -+ def jump(self, url, timeout=10): self.execute_js(f"window.location.href='{url}'", timeout=timeout) -+ def page_source(self): return self.execute_js("document.documentElement.outerHTML") -+ def body(self): return self.execute_js("document.body.outerHTML") -+ def newtab(self, url=None): -+ if url is None: url = "http://www.baidu.com/robots.txt" -+ return self.execute_js(f'GM_openInTab("{url}");', auto_switch_newtab=True) -+ -+if __name__ == "__main__": -+ driver = TMWebDriver(host='localhost', port=18765) -\ No newline at end of file -diff --git a/agent_loop.py b/agent_loop.py -new file mode 100644 -index 0000000..e30eecb ---- /dev/null -+++ b/agent_loop.py -@@ -0,0 +1,67 @@ -+import json -+from dataclasses import dataclass -+from typing import Any, Optional -+@dataclass -+class StepOutcome: -+ data: Any -+ next_prompt: Optional[str] = None -+ should_exit: bool = False -+ -+ -+def try_call_generator(func, *args, **kwargs): -+ ret = func(*args, **kwargs) -+ if hasattr(ret, '__iter__') and not isinstance(ret, (str, bytes, dict, list)): -+ ret = yield from ret -+ return ret -+ -+class BaseHandler: -+ def tool_before_callback(self, tool_name, args, content): pass -+ def tool_after_callback(self, tool_name, args, content): pass -+ def dispatch(self, tool_name, args, response): -+ method_name = f"do_{tool_name}" -+ if hasattr(self, method_name): -+ _ = yield from try_call_generator(self.tool_before_callback, tool_name, args, response) -+ ret = yield from try_call_generator(getattr(self, method_name), args, response) -+ _ = yield from try_call_generator(self.tool_after_callback, tool_name, args, response) -+ return ret -+ else: -+ yield f"❌ 未知工具: {tool_name}\n" -+ return StepOutcome(None, "未知工具", "ERROR") -+ -+def json_default(o): -+ if isinstance(o, set): return list(o) -+ return str(o) -+ -+def agent_runner_loop(client, system_prompt, user_input, handler, tools_schema, max_turns=15): -+ messages = [ -+ {"role": "system", "content": system_prompt}, -+ {"role": "user", "content": user_input} -+ ] -+ for turn in range(max_turns): -+ yield f"\n[🤖 LLM Thinking (Turn {turn+1})] ..." -+ response = client.chat(messages=messages, tools=tools_schema) -+ -+ if response.thinking: yield '' + response.thinking + '\n' -+ yield response.content -+ -+ if not response.tool_calls: -+ tool_name, args = 'no_tool', {} -+ else: -+ tool_call = response.tool_calls[0] -+ tool_name = tool_call.function.name -+ args = json.loads(tool_call.function.arguments) -+ -+ if tool_name == 'no_tool': pass -+ else: yield f"\n\n正在调用工具: {tool_name}，参数: {args}\n" -+ outcome = yield from handler.dispatch(tool_name, args, response) -+ -+ if outcome.next_prompt is None: return {'result': 'CURRENT_TASK_DONE', 'data': outcome.data} -+ if outcome.should_exit: return {'result': 'EXITED', 'data': outcome.data} -+ -+ next_prompt = "" -+ if outcome.data is not None: -+ datastr = json.dumps(outcome.data, ensure_ascii=False, default=json_default) if type(outcome.data) in [dict, list] else str(outcome.data) -+ next_prompt += f"\n{datastr}\n\n\n" -+ next_prompt += outcome.next_prompt -+ messages = [{"role": "user", "content": next_prompt}] -+ return {'result': 'MAX_TURNS_EXCEEDED'} -\ No newline at end of file -diff --git a/agentapp.py b/agentapp.py -new file mode 100644 -index 0000000..915921d ---- /dev/null -+++ b/agentapp.py -@@ -0,0 +1,94 @@ -+import os, sys -+if sys.stdout is None: sys.stdout = open(os.devnull, "w") -+if sys.stderr is None: sys.stderr = open(os.devnull, "w") -+sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), '..'))) -+ -+ -+import streamlit as st -+import time, json, re -+ -+with open('tools_schema.json', 'r', encoding='utf-8') as f: -+ TOOLS_SCHEMA = json.load(f) -+ -+ -+st.set_page_config(page_title="Cowork", layout="wide") -+ -+from sidercall import SiderLLMSession, LLMSession, ToolClient -+from agent_loop import agent_runner_loop, StepOutcome, BaseHandler -+ -+@st.cache_resource -+def init(): -+ mainllm = SiderLLMSession(multiturns=6) -+ llmclient = ToolClient(mainllm.ask, auto_save_tokens=True) -+ return llmclient -+ -+llmclient = init() -+ -+from ga import GenericAgentHandler -+ -+def get_system_prompt(): -+ with open('sys_prompt.txt', 'r', encoding='utf-8') as f: -+ return f.read() -+ -+if "last_goal" not in st.session_state: -+ st.session_state.last_goal = "" -+ -+def refine_user_goal(raw_query, last_goal): -+ """通过 LLM 提炼用户真实意图""" -+ if not last_goal: -+ return raw_query -+ -+ decide_prompt = f""" -+用户之前的目标是: "{last_goal}" -+用户现在输入了: "{raw_query}" -+ -+请判断： -+1. 如果用户提供补充信息、或者是接续之前的任务，请输出合并后的【最终目标】。 -+2. 如果用户只是指出之前做法有错而非变更目标，那么请输出原目标不做修改。 -+3. 如果用户开启了一个完全不相关的新话题，请直接输出用户现在的输入内容。 -+ -+请直接输出目标描述，不要包含任何多余的文字、解释或标点。 -+""" -+ try: -+ refined = llmclient.llm_func(decide_prompt).strip() -+ return refined if refined else raw_query -+ except: -+ return raw_query -+ -+def agent_backend_stream(raw_query): -+ final_goal = refine_user_goal(raw_query, st.session_state.last_goal) -+ -+ if final_goal != raw_query: -+ yield f"[Goal Refined] {final_goal}\n" -+ -+ sys_prompt = get_system_prompt() -+ handler = GenericAgentHandler(None, final_goal, './temp') -+ llmclient.last_tools = '' -+ ret = yield from agent_runner_loop(llmclient, -+ sys_prompt, raw_query, handler, -+ TOOLS_SCHEMA, max_turns=25) -+ st.session_state.last_goal = final_goal -+ return ret -+ -+st.title("🖥️ Cowork") -+ -+if "messages" not in st.session_state: -+ st.session_state.messages = [] -+ -+for msg in st.session_state.messages: -+ with st.chat_message(msg["role"]): -+ st.markdown(msg["content"]) -+ -+if prompt := st.chat_input("请输入指令"): -+ st.session_state.messages.append({"role": "user", "content": prompt}) -+ with st.chat_message("user"): -+ st.markdown(prompt) -+ -+ with st.chat_message("assistant"): -+ message_placeholder = st.empty() -+ full_response = "" -+ for chunk in agent_backend_stream(prompt): -+ full_response += chunk -+ message_placeholder.markdown(full_response + "▌") -+ message_placeholder.markdown(full_response) -+ st.session_state.messages.append({"role": "assistant", "content": full_response}) -\ No newline at end of file -diff --git a/ga.py b/ga.py -new file mode 100644 -index 0000000..446a7a3 ---- /dev/null -+++ b/ga.py -@@ -0,0 +1,379 @@ -+import sys, os, re -+import pyperclip -+import json, time -+from pathlib import Path -+import subprocess -+import tempfile -+if sys.stdout is None: sys.stdout = open(os.devnull, "w") -+if sys.stderr is None: sys.stderr = open(os.devnull, "w") -+sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), '..'))) -+ -+from sidercall import LLMSession, ToolClient -+from agent_loop import BaseHandler, StepOutcome, agent_runner_loop -+ -+def code_run(code: str, code_type: str = "python", timeout: int = 60, cwd: str = None): -+ """ -+ 针对 Windows 优化的双模态执行器 -+ python: 运行复杂的 .py 脚本（文件模式） -+ powershell: 运行单行指令（命令模式） -+ 优先使用python，仅在必要系统操作时使用powershell。 -+ """ -+ # 统一路径处理 -+ preview = (code[:60].replace('\n', ' ') + '...') if len(code) > 60 else code.strip() -+ yield f"\n[Action] Running {code_type} in {os.path.basename(cwd)}: {preview}\n" -+ cwd = cwd or os.getcwd() -+ if code_type == "python": -+ # Python 依然建议走文件，因为模型生成的逻辑通常包含多行、import 和类定义 -+ tmp_file = tempfile.NamedTemporaryFile(suffix=".py", delete=False, mode='w', encoding='utf-8') -+ tmp_file.write(code) -+ tmp_path = tmp_file.name -+ tmp_file.close() -+ cmd = ["python", "-u", tmp_path] -+ elif code_type == "powershell": -+ cmd = ["powershell", "-NoProfile", "-NonInteractive", "-Command", code] -+ tmp_path = None -+ else: -+ return {"status": "error", "msg": f"不支持的类型: {code_type}"} -+ print("code run output:") -+ startupinfo = None -+ if os.name == 'nt': -+ startupinfo = subprocess.STARTUPINFO() -+ startupinfo.dwFlags |= subprocess.STARTF_USESHOWWINDOW -+ startupinfo.wShowWindow = 0 # SW_HIDE -+ full_stdout = [] -+ full_stderr = [] -+ try: -+ process = subprocess.Popen( -+ cmd, stdout=subprocess.PIPE, stderr=subprocess.PIPE, -+ bufsize=0, cwd=cwd, startupinfo=startupinfo -+ ) -+ for line_bytes in iter(process.stdout.readline, b''): -+ try: -+ line = line_bytes.decode('utf-8') -+ except UnicodeDecodeError: -+ line = line_bytes.decode('gbk', errors='ignore') -+ print(line, end="") -+ full_stdout.append(line) -+ -+ stdout_rem, stderr_raw = process.communicate(timeout=timeout) -+ if stdout_rem: -+ try: rem_str = stdout_rem.decode('utf-8') -+ except UnicodeDecodeError: -+ rem_str = stdout_rem.decode('gbk', errors='ignore') -+ full_stdout.append(rem_str) -+ -+ if stderr_raw: -+ try: stderr_str = stderr_raw.decode('utf-8') -+ except UnicodeDecodeError: -+ stderr_str = stderr_raw.decode('gbk', errors='ignore') -+ full_stderr.append(stderr_str) -+ print(f"Error: {stderr_str}") -+ -+ status = "success" if process.returncode == 0 else "error" -+ stdout_str = "".join(full_stdout) -+ stderr_str = "".join(full_stderr) -+ status_icon = "✅" if process.returncode == 0 else "❌" -+ output_snippet = (stdout_str[:200] + '...') if len(stdout_str) > 200 else stdout_str -+ yield f"[Status] {status_icon} Exit Code: {process.returncode}\n[Stdout] {output_snippet}\n" -+ return { -+ "status": status, -+ "stdout": stdout_str[-2000:], -+ "stderr": stderr_str[-2000:], -+ "exit_code": process.returncode -+ } -+ except subprocess.TimeoutExpired: -+ return {"status": "error", "msg": "Timeout"} -+ except Exception as e: -+ return {"status": "error", "msg": str(e)} -+ finally: -+ if code_type == "python" and tmp_path and os.path.exists(tmp_path): os.remove(tmp_path) -+ -+ -+def ask_user(question: str, candidates: list = None): -+ """ -+ 构造一个中断请求。 -+ question: 向用户提出的问题。 -+ candidates: 可选的候选项列表。 -+ 需要保证should_exit为True -+ """ -+ return { -+ "status": "INTERRUPT", -+ "intent": "HUMAN_INTERVENTION", -+ "data": { -+ "question": question, -+ "candidates": candidates or [] -+ } -+ } -+ -+from web_tools import execute_js_rich, get_html -+ -+driver = None -+ -+def first_init_driver(): -+ global driver -+ from TMWebDriver import TMWebDriver -+ driver = TMWebDriver() -+ while True: -+ time.sleep(1) -+ sess = driver.get_all_sessions() -+ if len(sess) > 0: break -+ driver.newtab() -+ time.sleep(5) -+ -+def web_scan(focus_item="", switch_tab_id=None): -+ """ -+ 利用 get_html 获取清洗后的网页内容。 -+ focus_item: 语义过滤指令。如果用户在找特定内容（如“小米汽车”）， -+ 算法会优先保留包含该关键词的列表项。 -+ switch_tab_id: 可选参数，如果提供，则在扫描前切换到该标签页。 -+ 应当多用execute_js，少全量观察html。 -+ """ -+ global driver -+ if driver is None: first_init_driver() -+ try: -+ tabs = [] -+ for sess in driver.get_all_sessions(): -+ sess.pop('connected_at', None) -+ sess.pop('type', None) -+ sess['url'] = sess.get('url', '')[:50] + ("..." if len(sess.get('url', '')) > 50 else "") -+ tabs.append(sess) -+ if switch_tab_id: driver.default_session_id = switch_tab_id -+ content = get_html(driver, cutlist=True, instruction=focus_item, maxchars=23000) -+ return { -+ "status": "success", -+ "metadata": { -+ "tabs_count": len(tabs), -+ "tabs": tabs, -+ "active_tab": driver.default_session_id -+ }, -+ "content": content -+ } -+ except Exception as e: -+ return {"status": "error", "msg": format_error(e)} -+ -+import traceback -+def format_error(e): -+ exc_type, exc_value, exc_traceback = sys.exc_info() -+ tb = traceback.extract_tb(exc_traceback) -+ if tb: -+ f = tb[-1] -+ fname = os.path.basename(f.filename) -+ return f"{exc_type.__name__}: {str(e)} @ {fname}:{f.lineno}, {f.name} -> `{f.line}`" -+ return f"{exc_type.__name__}: {str(e)}" -+ -+def web_execute_js(script: str): -+ """ -+ 执行 JS 脚本来控制浏览器，并捕获结果和页面变化。 -+ script: 要执行的 JavaScript 代码字符串。 -+ return { -+ "status": "failed" if error_msg else "success", -+ "js_return": result, -+ "error": error_msg, -+ "transients": transients, -+ "environment": { -+ "new_tab": new_tab, -+ "reloaded": reloaded -+ }, -+ "diff": diff_summary, -+ "suggestion": "" if is_significant_change else "页面无明显变化" -+ } -+ """ -+ global driver -+ if driver is None: first_init_driver() -+ try: -+ result = execute_js_rich(script, driver) -+ return result -+ except Exception as e: -+ return {"status": "error", "msg": format_error(e)} -+ -+def file_patch(path: str, old_content: str, new_content: str): -+ """ -+ 在文件中寻找唯一的 old_content 块并替换为 new_content。 -+ """ -+ path = str(Path(path).resolve()) -+ try: -+ if not os.path.exists(path): -+ return {"status": "error", "msg": "文件不存在"} -+ with open(path, 'r', encoding='utf-8') as f: -+ full_text = f.read() -+ # 检查唯一性 -+ count = full_text.count(old_content) -+ if count == 0: -+ return {"status": "error", "msg": "未找到匹配的旧文本块，请检查空格、缩进和换行是否完全一致。"} -+ if count > 1: -+ return {"status": "error", "msg": f"找到 {count} 处匹配，请提供更长的旧文本块以确保唯一性。"} -+ updated_text = full_text.replace(old_content, new_content) -+ with open(path, 'w', encoding='utf-8') as f: -+ f.write(updated_text) -+ return {"status": "success", "msg": "文件局部修改成功"} -+ except Exception as e: -+ return {"status": "error", "msg": str(e)} -+ -+def file_read(path, start=1, count=100, show_linenos=True): -+ try: -+ with open(path, 'r', encoding='utf-8', errors='replace') as f: -+ lines = f.readlines() -+ chunk = lines[start-1 : start-1+count] -+ if show_linenos: res = [f"{i+start}|{l[:200]}" for i, l in enumerate(chunk)] -+ else: res = [l for l in chunk] -+ return f"Total:{len(lines)} lines\n" + "".join(res) -+ except Exception as e: -+ return f"Error: {str(e)}" -+ -+class GenericAgentHandler(BaseHandler): -+ ''' -+ Generic Agent 工具库，包含多种工具的实现。工具函数自动加上了 do_ 前缀。实际工具名没有前缀。 -+ ''' -+ def __init__(self, parent, user_input, cwd): -+ self.parent = parent -+ self.user_input = user_input -+ self.plan = "" -+ self.focus = "" -+ self.cwd = cwd -+ -+ def _get_abs_path(self, path): -+ if not path: return "" -+ return os.path.abspath(os.path.join(self.cwd, path)) -+ -+ def do_code_run(self, args, response): -+ '''执行代码片段，有长度限制，不允许代码中放大量数据，如有需要应当通过文件读取进行。 -+ ''' -+ code_type = args.get("type", "python") -+ # 从 response.content 中提取代码块 -+ # 匹配 ```python ... ``` 或 ```powershell ... ``` -+ pattern = rf"```{code_type}\n(.*?)\n```" -+ # 也可以更通用一点，不分类型提取最后一个代码块：rf"```(?:{code_type})?\n(.*?)\n```" -+ matches = re.findall(pattern, response.content, re.DOTALL) -+ if not matches: -+ return StepOutcome(None, next_prompt=f"【系统错误】：你调用了 code_run，但未在回复中提供 ```{code_type} 代码块。请重新输出代码并附带工具调用。") -+ # 提取最后一个代码块（通常是模型修正后的最终逻辑） -+ code = matches[-1].strip() -+ timeout = args.get("timeout", 60) -+ cwd = args.get("cwd", self.cwd) -+ result = yield from code_run(code, code_type, timeout, cwd) -+ return StepOutcome(result, next_prompt=self._get_anchor_prompt()) -+ -+ def do_ask_user(self, args, response): -+ question = args.get("question", "请提供输入：") -+ candidates = args.get("candidates", []) -+ result = ask_user(question, candidates) -+ return StepOutcome(result, next_prompt="", should_exit=True) -+ -+ def do_web_scan(self, args, response): -+ '''focus_item仅用于在长列表中模糊搜寻相关item -+ 此工具也提供标签页查看和标签页切换功能。 -+ ''' -+ focus_item = args.get("focus_item", "") -+ switch_tab_id = args.get("switch_tab_id", None) -+ result = web_scan(focus_item, switch_tab_id=switch_tab_id) -+ content = result.pop("content", None) -+ yield f'\n{str(result)}\n' -+ next_prompt = f"```html\n{content}\n```" -+ return StepOutcome(result, next_prompt=next_prompt) -+ -+ def do_web_execute_js(self, args, response): -+ '''web情况下的优先使用工具，执行任何js达成对浏览器的*完全*控制。 -+ 支持将结果保存到文件供后续读取分析，但保存功能仅限即时读取，与await等异步操作不兼容。 -+ ''' -+ script = args.get("script", "") -+ save_to_file = args.get("save_to_file", "") -+ result = web_execute_js(script) -+ if save_to_file and "js_return" in result: -+ content = str(result["js_return"] or '') -+ abs_path = self._get_abs_path(save_to_file) -+ with open(abs_path, 'w', encoding='utf-8') as f: f.write(str(content)) -+ result["js_return"] = content[:200] + ("..." if len(content) > 200 else "") -+ result["js_return"] += f"\n\n[已保存以上内容到 {abs_path}]" -+ print("Web Execute JS Result:", result) -+ return StepOutcome(result, next_prompt=self._get_anchor_prompt()) -+ -+ def do_file_patch(self, args, response): -+ path = self._get_abs_path(args.get("path", "")) -+ yield f"\n[Action] Patching file: {path}\n" -+ old_content = args.get("old_content", "") -+ new_content = args.get("new_content", "") -+ result = file_patch(path, old_content, new_content) -+ yield str(result) + "\n" -+ return StepOutcome(result, next_prompt=self._get_anchor_prompt()) -+ -+ def do_file_write(self, args, response): -+ '''用于对整个文件的大量处理，精细修改要用file_patch。 -+ ''' -+ path = self._get_abs_path(args.get("path", "")) -+ mode = args.get("mode", "overwrite") -+ action_str = "Appending to" if mode == "append" else "Writing" -+ yield f"\n[Action] {action_str} file: {os.path.basename(path)}\n" -+ -+ def extract_intended_block(content): -+ start_marker = "```" -+ first_idx = content.find(start_marker) -+ last_idx = content.rfind(start_marker) -+ if first_idx == -1 or last_idx == -1 or first_idx == last_idx: -+ return None -+ header_end = content.find("\n", first_idx) -+ if header_end == -1 or header_end > last_idx: -+ return None -+ actual_content = content[header_end + 1 : last_idx].strip() -+ return actual_content -+ -+ blocks = extract_intended_block(response.content) -+ if not blocks: -+ yield f"[Status] ❌ 失败: 未在回复中找到代码块内容\n" -+ return StepOutcome({"status": "error", "msg": "No code block found in response"}, next_prompt="\n") -+ new_content = blocks -+ try: -+ write_mode = 'a' if mode == "append" else 'w' -+ final_content = ("\n" + new_content) if mode == "append" else new_content -+ with open(path, write_mode, encoding="utf-8") as f: -+ f.write(final_content) -+ yield f"[Status] ✅ {mode.capitalize()} 成功 ({len(new_content)} bytes)\n" -+ return StepOutcome({"status": "success"}, -+ next_prompt=f"\n提醒: {self.user_input}请继续执行下一步。\n") -+ except Exception as e: -+ yield f"[Status] ❌ 写入异常: {str(e)}\n" -+ return StepOutcome({"status": "error", "msg": str(e)}, next_prompt="\n") -+ -+ def do_file_read(self, args, response): -+ path = self._get_abs_path(args.get("path", "")) -+ yield f"\n[Action] Reading file: {path}\n" -+ start = args.get("start", 1) -+ count = args.get("count", 100) -+ show_linenos = args.get("show_linenos", True) -+ result = file_read(path, start, count, show_linenos) -+ return StepOutcome(result, next_prompt=self._get_anchor_prompt()) -+ -+ def do_update_plan(self, args, response): -+ ''' -+ 同步宏观任务进度与战略重心。 -+ 【设计意图】： -+ 1. 仅在任务涉及多步逻辑（如：先搜索、再重构、后测试）时进行初始拆解。 -+ 2. 仅在发生重大的方针变更时调用（例如：原定方案 A 物理不可行，需彻底转向方案 B）。 -+ 3. 严禁用于记录细微的调试步骤或代码纠错。 -+ 简单任务无需使用。 -+ ''' -+ new_plan = args.get("plan", "") -+ new_focus = args.get("focus", "") -+ if new_plan: self.plan = new_plan -+ if new_focus: self.focus = new_focus -+ yield f"\n[Info] Updated plan and focus.\n" -+ yield f"New Plan:\n{self.plan}\n\n" -+ yield f"New Focus:\n{self.focus}\n" -+ return StepOutcome({"status": "success"}, -+ next_prompt=self._get_anchor_prompt()) -+ -+ def do_no_tool(self, args, response): -+ '''这是一个特殊工具，由引擎自主调用，不要包含在TOOLS_SCHEMA里。 -+ ''' -+ yield "\n\n[Info] No tool called. Final response to user.\n" -+ return StepOutcome(response, next_prompt=None, should_exit=True) -+ -+ def _get_anchor_prompt(self): -+ prompt = f"\n提醒: \n{self.user_input}\n" -+ if self.plan: prompt += f"\n{self.plan}\n\n" -+ if self.focus: prompt += f"\n{self.focus}\n\n" -+ prompt += "\n请继续执行下一步。" -+ return prompt -+ -+ -+if __name__ == "__main__": -+ pass -\ No newline at end of file -diff --git a/launch.pyw b/launch.pyw -new file mode 100644 -index 0000000..4b91d6f ---- /dev/null -+++ b/launch.pyw -@@ -0,0 +1,48 @@ -+import webview -+import threading -+import subprocess -+import sys, time, os, ctypes -+import atexit -+ -+# === 配置区域 === -+WINDOW_WIDTH = 600 -+WINDOW_HEIGHT = 900 -+RIGHT_PADDING = 0 # 离屏幕右边缘的距离 -+TOP_PADDING = 300 # 离屏幕上边缘的距离 -+ -+def get_screen_width(): -+ try: -+ # GetSystemMetrics(0) 获取主屏幕宽度 -+ user32 = ctypes.windll.user32 -+ return user32.GetSystemMetrics(0) -+ except: -+ # 如果不是 Windows 或者出错了，返回一个兜底值 (比如 1920) -+ return 1920 -+ -+def start_streamlit(): -+ global proc -+ cmd = [ -+ sys.executable, "-m", "streamlit", "run", "agentapp.py", -+ "--server.port", "8501", -+ "--server.headless", "true", -+ "--theme.base", "dark" #以此默认开启暗黑模式，更有极客感 -+ ] -+ proc = subprocess.Popen(cmd) -+ atexit.register(proc.kill) -+ -+if __name__ == '__main__': -+ t = threading.Thread(target=start_streamlit, daemon=True) -+ t.start() -+ screen_width = get_screen_width() -+ x_pos = screen_width - WINDOW_WIDTH - RIGHT_PADDING -+ time.sleep(2) -+ webview.create_window( -+ title='GenericAgent', -+ url='http://localhost:8501', -+ width=WINDOW_WIDTH, -+ height=WINDOW_HEIGHT, -+ x=x_pos, y=TOP_PADDING, -+ resizable=True, -+ text_select=True -+ ) -+ webview.start() -\ No newline at end of file -diff --git a/ljq_web_driver.user.js b/ljq_web_driver.user.js -new file mode 100644 -index 0000000..01eb42b ---- /dev/null -+++ b/ljq_web_driver.user.js -@@ -0,0 +1,428 @@ -+// ==UserScript== -+// @name ljq_web_driver -+// @namespace http://tampermonkey.net/ -+// @version 0.2 -+// @description Execute JS via ljq_web_driver -+// @require https://code.jquery.com/jquery-3.6.0.min.js -+// @author You -+// @match *://*/* -+// @grant GM_setValue -+// @grant GM_getValue -+// @grant GM_xmlhttpRequest -+// @grant GM_openInTab -+// @grant unsafeWindow -+// @connect localhost -+// @run-at document-start -+// ==/UserScript== -+ -+ -+(function() { -+ 'use strict'; -+ const log_prefix = "ljq_driver: "; -+ -+ if (window.self !== window.top) { -+ console.log(log_prefix + '在iframe中不执行'); -+ return; -+ } -+ -+ const wsUrl = 'ws://localhost:18765'; -+ const httpUrl = 'http://localhost:18766/'; -+ -+ function isWebSocketServerAlive(callback) { -+ GM_xmlhttpRequest({ -+ method: 'GET', -+ url: 'http://localhost:18765/', -+ onload: () => callback(true), -+ onerror: () => callback(false) -+ }); -+ } -+ -+ let ws; -+ let sid = (window.name && window.name.startsWith('ljq_')) ? -+ window.name : window.sessionStorage.getItem('ljq_driver_sid'); -+ if (!sid) { -+ sid = `ljq_${Date.now().toString().slice(-2)}${Math.random().toString(36).slice(2, 4)}`; -+ window.sessionStorage.setItem('ljq_driver_sid', sid); -+ window.name = sid; -+ console.log(log_prefix + `创建新会话ID: ${sid}`); -+ } else { -+ if (window.name !== sid) window.name = sid; -+ console.log(log_prefix + `使用现有会话ID: ${sid}`); -+ } -+ -+ try { -+ GM_setValue('new_tab_report', { -+ url: window.location.href, -+ sessionId: sid, -+ ts: Date.now() -+ }); -+ } catch (e) {} -+ -+ // 保存会话ID -+ GM_setValue('sid', sid); -+ -+ // 获取或创建状态指示器 -+ function getIndicator() { -+ // 检查现有指示器 -+ let ind = document.getElementById('ljq-ind'); -+ -+ // 删除重复指示器 -+ const dups = document.querySelectorAll('[id="ljq-ind"]'); -+ if (dups.length > 1) { -+ for (let i = 1; i < dups.length; i++) { -+ dups[i].remove(); -+ } -+ ind = dups[0]; -+ } -+ -+ // 创建新指示器 -+ if (!ind && document.body) { -+ ind = document.createElement('div'); -+ ind.id = 'ljq-ind'; -+ ind.style.cssText = ` -+ position: fixed;bottom: 10px; -+ right: 10px;background-color: #f44336; -+ color: white;padding: 8px 12px; -+ border-radius: 6px;font-size: 14px; -+ font-weight: bold;z-index: 9999; -+ transition: background-color 0.3s; -+ cursor: pointer;box-shadow: 0 3px 6px rgba(0,0,0,0.25); -+ `; -+ ind.innerText = log_prefix + '正在连接...'; -+ -+ ind.addEventListener('click', () => alert(`会话ID: ${sid}\n当前URL: ${location.href}`)); -+ document.body.appendChild(ind); -+ } -+ -+ return ind; -+ } -+ -+ // 更新状态 -+ function updateStatus(status, msg) { -+ if (!document.body) return setTimeout(() => updateStatus(status, msg), 100); -+ -+ const ind = getIndicator(); -+ if (!ind) return; -+ -+ if (status === 'ok') { -+ ind.style.backgroundColor = '#4CAF50'; -+ ind.innerText = log_prefix + '连接成功'; -+ } else if (status === 'disc') { -+ ind.style.backgroundColor = '#f44336'; -+ ind.innerText = log_prefix + '连接断开'; -+ } else if (status === 'conn') { -+ ind.style.backgroundColor = '#2196F3'; -+ ind.innerText = log_prefix + '正在连接(HTTP)'; -+ } else if (status === 'err') { -+ ind.style.backgroundColor = '#FF9800'; -+ ind.innerText = log_prefix + `发生错误 (${msg})`; -+ } else if (status === 'exec') { -+ ind.style.backgroundColor = '#2196F3'; -+ ind.innerText = log_prefix + '正在执行指令...'; -+ } -+ } -+ -+ function handleError(id, error, errorSource) { -+ console.error(`${errorSource}错误:`, error); -+ updateStatus('err', error.message); -+ -+ const errorMessage = { -+ type: 'error', -+ id: id, -+ sessionId: sid, -+ error: { -+ name: error.name, -+ message: error.message, -+ stack: error.stack, -+ source: errorSource -+ } -+ }; -+ -+ if (typeof ws !== 'undefined' && ws && ws.readyState === WebSocket.OPEN) { -+ ws.send(JSON.stringify(errorMessage)); -+ } else { -+ GM_xmlhttpRequest({ -+ method: "POST", -+ url: httpUrl + "api/result", -+ headers: {"Content-Type": "application/json"}, -+ data: JSON.stringify(errorMessage), -+ onload: function(response) {console.log("错误信息已通过HTTP发送", response);}, -+ onerror: function(err) {console.error("发送错误信息失败", err);} -+ }); -+ } -+ } -+ -+ function smartProcessResult(result) { -+ // 处理 null 和原始类型 -+ if (result === null || result === undefined || typeof result !== 'object') { -+ return result; -+ } -+ -+ // 1. 处理 jQuery 对象 - 强制转换为HTML字符串数组 -+ if (typeof jQuery !== 'undefined' && result instanceof jQuery) { -+ const elements = []; -+ for (let i = 0; i < result.length; i++) { -+ if (result[i] && result[i].nodeType === 1) { -+ elements.push(result[i].outerHTML); -+ } -+ } -+ return elements; // 始终返回数组 -+ } -+ -+ // 2. 处理 NodeList 和 HTMLCollection -+ if (result instanceof NodeList || result instanceof HTMLCollection) { -+ const elements = []; -+ for (let i = 0; i < result.length; i++) { -+ if (result[i] && result[i].nodeType === 1) { -+ elements.push(result[i].outerHTML); -+ } -+ } -+ return elements; -+ } -+ -+ // 3. 处理单个 DOM 元素 -+ if (result.nodeType === 1) { -+ return result.outerHTML; -+ } -+ -+ // 4. 检查是否是具有数字索引和length属性的类数组对象 -+ if (!Array.isArray(result) && -+ typeof result === 'object' && -+ 'length' in result && -+ typeof result.length === 'number') { -+ -+ // 检查第一个元素是否是DOM节点 -+ const firstElement = result[0]; -+ if (firstElement && firstElement.nodeType === 1) { -+ const elements = []; -+ const length = Math.min(result.length, 100); -+ -+ for (let i = 0; i < length; i++) { -+ const elem = result[i]; -+ if (elem && elem.nodeType === 1) { -+ elements.push(elem.outerHTML); -+ } -+ } -+ -+ return elements; -+ } -+ } -+ -+ // 5. 处理普通对象和数组 - 使用标准序列化 -+ try { -+ return JSON.parse(JSON.stringify(result, function(key, value) { -+ if (typeof value === 'object' && value !== null) { -+ if (value.nodeType === 1) { -+ return value.outerHTML; -+ } -+ if (value === window || value === document) { -+ return '[Object]'; -+ } -+ } -+ return value; -+ })); -+ } catch (e) { -+ console.error("序列化对象失败:", e); -+ return `[无法序列化的对象: ${e.message}]`; -+ } -+ } -+ -+ // 防止重复初始化 -+ if (window.ljq_init) return; -+ window.ljq_init = true; -+ -+ function connecthttp() { -+ if (window.use_ws) return; -+ updateStatus('conn'); -+ GM_xmlhttpRequest({ -+ method: "POST", -+ url: httpUrl + "api/longpoll", -+ headers: {"Content-Type": "application/json"}, -+ data: JSON.stringify({ -+ type: 'ready', -+ url: location.href, -+ sessionId: sid -+ }), -+ onload: function(resp) { -+ if (resp.status === 200) { -+ let data = JSON.parse(resp.responseText); -+ console.log(log_prefix + '接收到数据:', data); -+ if (data.id === "" && data.ret === "use ws") return; -+ if (data.id === "") return setTimeout(connecthttp, 100); -+ const response = executeCode(data); -+ -+ if (response.error) { -+ handleError(data.id, response.error, '执行代码'); -+ } else { -+ GM_xmlhttpRequest({ -+ method: "POST", -+ url: httpUrl + "api/result", -+ headers: {"Content-Type": "application/json"}, -+ data: JSON.stringify({ -+ type: 'result', -+ id: data.id, -+ sessionId: sid, -+ result: response.result -+ }) -+ }); -+ } -+ } else { -+ console.error(log_prefix + '请求失败，状态码：', resp.status); -+ updateStatus('err', '请求失败'); -+ } -+ setTimeout(connecthttp, 1000); -+ }, -+ onerror: function(err) { -+ console.error(log_prefix + '请求错误', err); -+ updateStatus('err', '请求失败'); -+ setTimeout(connecthttp, 5000); -+ }, -+ ontimeout: function() { -+ console.log(log_prefix + '请求超时'); -+ updateStatus('err', '请求超时'); -+ setTimeout(connecthttp, 5000); -+ } -+ }); -+ } -+ -+ function executeCode(data) { -+ let id = data.id || 'unknown'; // 获取 ID -+ let result; -+ -+ if (!data.code) { -+ console.log('收到非代码执行消息:', data); -+ return { error: '没有可执行的代码' }; -+ } -+ updateStatus('exec'); -+ -+ try { -+ const jsCode = data.code.trim(); -+ const lines = jsCode.split(/\r?\n/).filter(l => l.trim()); -+ const lastLine = lines.length > 0 ? lines[lines.length - 1].trim() : ''; -+ -+ if (lastLine.startsWith('return')) { -+ // 最后一行包含 return 语句，使用 Function 构造器 -+ result = (new Function(jsCode))(); -+ } else { -+ try { -+ result = eval(jsCode); -+ } catch (e) { -+ if (isIllegalReturnError(e)) { -+ result = (new Function(jsCode))(); -+ } else { -+ throw e; -+ } -+ } -+ } -+ const processedResult = smartProcessResult(result); -+ return { result: processedResult }; -+ -+ } catch (execError) { -+ return { error: execError }; // 返回错误信息 -+ } -+ } -+ -+ function isIllegalReturnError(e) { -+ return e instanceof SyntaxError && ( -+ /Illegal return statement/i.test(e.message) || // Chrome 常见 -+ /return not in function/i.test(e.message) || // Firefox 常见 -+ /Illegal 'return' statement/i.test(e.message) // 兼容旧文案 -+ ); -+ } -+ -+ function connect() { -+ ws = new WebSocket(wsUrl); -+ -+ ws.onopen = function() { -+ window.use_ws = true; -+ console.log(log_prefix + '已连接'); -+ updateStatus('ok'); -+ ws.send(JSON.stringify({ -+ type: 'ready', -+ url: location.href, -+ sessionId: sid -+ })); -+ }; -+ -+ ws.onclose = function() { -+ console.log(log_prefix + '已断开，5秒后重连'); -+ updateStatus('disc'); -+ setTimeout(connect, 5000); -+ }; -+ -+ ws.onerror = function(err) { -+ console.error(log_prefix + '连接错误', err); -+ updateStatus('err', '连接失败'); -+ isWebSocketServerAlive(function (e) { if (e) connecthttp()}); -+ }; -+ -+ ws.onmessage = async function(e) { -+ try { -+ let data = JSON.parse(e.data); -+ let startTime = Date.now(); -+ let newTabs = []; -+ let checkNewTab = data.auto_switch_newtab === true; -+ GM_setValue('new_tab_report', null); -+ const response = executeCode(data); -+ -+ if (response.error) { -+ handleError(data.id, response.error, '执行代码'); -+ } else { -+ if (checkNewTab) { -+ for (let i = 0; i < 10; i++) { -+ await new Promise(r => setTimeout(r, 150)); -+ let latestReport = GM_getValue('new_tab_report'); -+ if (latestReport && latestReport.ts >= startTime) { -+ console.log(`%c[Detected] 轮询第 ${i+1} 次抓到新标签!`, "color: green"); -+ newTabs.push(latestReport); -+ break; -+ } -+ } -+ } -+ updateStatus('ok'); -+ ws.send(JSON.stringify({ -+ type: 'result', -+ id: data.id, -+ sessionId: sid, -+ result: response.result, -+ newTabs: newTabs -+ })); -+ } -+ } catch (parseError) { -+ handleError('unknown', parseError, '解析消息'); -+ } -+ }; -+ -+ } -+ -+ // 初始化 -+ function init() { -+ if (document.body) { -+ getIndicator(); -+ connect(); -+ } else { -+ setTimeout(init, 50); -+ } -+ } -+ -+ // 监控DOM变化 -+ const observer = new MutationObserver(() => getIndicator()); -+ -+ if (document.readyState !== 'loading') { -+ init(); -+ observer.observe(document.body, { childList: true, subtree: true }); -+ } else { -+ document.addEventListener('DOMContentLoaded', () => { -+ init(); -+ observer.observe(document.body, { childList: true, subtree: true }); -+ }); -+ } -+ -+ // 清理 -+ window.addEventListener('beforeunload', () => { -+ observer.disconnect(); -+ if (ws && ws.readyState === WebSocket.OPEN) { -+ ws.close(); -+ } -+ }); -+})(); -\ No newline at end of file -diff --git a/make_prompts.py b/make_prompts.py -new file mode 100644 -index 0000000..5905083 ---- /dev/null -+++ b/make_prompts.py -@@ -0,0 +1,137 @@ -+import sys, os, re -+import pyperclip -+import json, time -+from pathlib import Path -+import subprocess -+import tempfile -+sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), '..'))) -+from sidercall import SiderLLMSession, LLMSession, ToolClient -+ -+ -+ask = SiderLLMSession().ask -+ -+ -+def generate_tool_schema(): -+ """ -+ 通过代码内省，将 Handler 的逻辑映射为高语义的工具描述。 -+ """ -+ with open('ga.py', 'r', encoding='utf-8') as f: -+ ga_code = f.read() -+ # 极简且具备高度概括能力的元 Prompt -+ meta_prompt = f""" -+# Role -+你是一个具备深度推理能力的 AI 系统架构师。你将通过阅读 `GenericAgentHandler` 源码，构建其对应的工具能力矩阵。 -+ -+# Task -+分析下方的源码，并输出 OpenAI Tool Schema。在输出 JSON 之前，你必须进行内部思考（Thinking Process）。 -+ -+# Thinking Process Requirements -+在 `` 标签中，请按顺序分析： -+1. **核心工具链识别**：识别所有 `do_xxx` 方法，并分析它们依赖的底层 Utility 函数。 -+2. **内容溯源审计**：重点分析哪些工具是从 `response.content` 提取核心逻辑（如代码块）的。对于这些工具，确认在 Schema 参数中排除掉对应的字段。 -+3. **调用策略推导**：分析工具间的协作关系（例如 `file_read` 如何为 `file_patch` 提供定位）。 -+4. **兜底逻辑确认**：明确某些特殊万能工具在系统中的保底角色，快速工具无法执行的操作由保底工具执行，但正常应优先使用方便的工具。 -+5. **注释审阅**：结合函数注释，理解每个工具的使用限制，其中的重要信息务必反映在工具描述中（如长度限制等）。 -+注释中的重要信息务必反映在工具描述中。 -+注释中的重要信息务必反映在工具描述中。 -+ -+# Tool Schema Formatting Rules -+- **参数对齐**：仅包含 `do_xxx` 方法中通过 `args.get()` 显式获取的参数。 -+- **高引导性描述**：描述应包含“何时调用”以及“如何根据反馈修正”，需要注意函数的注释事项。 -+- **输出格式**：先输出 `` 块，然后输出 ```json 块。 -+ -+# Source Code -+{ga_code} -+ -+# Output -+请开始思考并生成： -+""" -+ -+ # 假设 ask 是你已经封装好的 LLM 调用接口 -+ raw_response = ask(meta_prompt, model="gemini-3.0-flash") -+ print(raw_response) -+ -+ # --- 健壮的 JSON 解析逻辑 --- -+ try: -+ # 1. 清除 Markdown 围栏 -+ clean_json = raw_response.strip() -+ if clean_json.startswith("```"): -+ # 兼容 ```json 和 ``` -+ clean_json = re.sub(r'^```(?:json)?\s*', '', clean_json) -+ clean_json = re.sub(r'\s*```$', '', clean_json) -+ -+ # 2. 移除可能的非 JSON 前导/后缀文字（如果有的话） -+ start_idx = clean_json.find('[') -+ end_idx = clean_json.rfind(']') + 1 -+ if start_idx != -1 and end_idx != -1: -+ clean_json = clean_json[start_idx:end_idx] -+ -+ final_schema = json.loads(clean_json) -+ -+ if final_schema: -+ with open('tools_schema.json', 'w', encoding='utf-8') as f: -+ json.dump(final_schema, f, indent=2, ensure_ascii=False) -+ print("✅ 成功从代码内省生成 Schema 并持久化。") -+ return final_schema -+ -+ except Exception as e: -+ print(f"❌ 解析 Schema 失败: {e}\n原始响应: {raw_response}") -+ return None -+ -+ -+def make_system_prompt(ga_code_path='ga.py'): -+ with open(ga_code_path, 'r', encoding='utf-8') as f: -+ ga_code = f.read() -+ -+ # 这个元 Prompt 的目标是生成“世界观”而非“说明书” -+ meta_prompt = f""" -+# Role -+你是一个 AI 架构师。请阅读下方的工具库源码，为 Agent 生成一份【系统级认知指令 (System Prompt)】。 -+ -+# Task -+基于代码逻辑，定义 Agent 的“能力边界”和“行动协议”。 -+ -+# Requirements (Crucial) -+1. **打破预训练偏见**：针对模型常说的“我只是 AI，不能操作网页/文件”进行修正。明确告诉它：你现在拥有物理操作权限，工具设计保证了所有权限做所有事情。 -+2. **避开冗余**：不要重复 Tool Schema 里的参数细节。 -+3. **能力边界定义**： -+ - 网页操作：它不是通过“想象”上网，而是通过实时的浏览器读写。 -+ - 文件操作：它拥有物理文件读写权限，且遵循“先读后写”的稳健性原则。 -+ - 保底逻辑：当专用工具失效时，使用 `code_run` 编写脚本解决一切。 -+ - 特殊的update_plan（仅在复杂任务时使用）和ask_user（用户也是有效资源）工具。 -+4. **行动协议**： -+ - 必须在行动前进行 -+ -+我后面还会附上具体的工具描述和Schema，所以不要重复。 -+主要以世界观为主，不要纠结于具体工具。 -+ -+# Input Source Code -+{ga_code} -+ -+# Output -+仅输出 System Prompt 的正文，语气要果断、指令化。 -+""" -+ print("🧠 正在重塑 Agent 世界观 (Generating System Prompt)...") -+ # 调用你的 llmclient.ask -+ system_prompt_content = ask(meta_prompt) -+ print("📝 生成的 System Prompt 内容如下：\n") -+ print(system_prompt_content) -+ clean_content = re.sub(r'<[^>]+>', '', system_prompt_content) -+ with open('sys_prompt.txt', 'w', encoding='utf-8') as f: -+ f.write(clean_content) -+ return clean_content -+ -+# --- 主逻辑 --- -+if __name__ == "__main__": -+ if len(sys.argv) < 2: -+ print("Usage: python make_prompts.py [schema|prompt]") -+ sys.exit(1) -+ -+ cmd = sys.argv[1].lower() -+ if cmd == "schema": -+ generate_tool_schema() -+ elif cmd == "prompt": -+ make_system_prompt() -+ else: -+ print(f"Unknown command: {cmd}") -+ print("Available commands: schema, prompt") -\ No newline at end of file -diff --git a/sidercall.py b/sidercall.py -new file mode 100644 -index 0000000..706c686 ---- /dev/null -+++ b/sidercall.py -@@ -0,0 +1,179 @@ -+import os, json, re, time, requests -+from sider_ai_api import Session -+ -+try: -+ from mykey import sider_cookie, capikey -+except ImportError: -+ sider_cookie = "" -+ capikey = "" -+ -+class SiderLLMSession: -+ def __init__(self, multiturns=6): -+ self._core = Session(cookie=sider_cookie, proxies={'https':'127.0.0.1:2082'}) -+ def ask(self, prompt, model="gemini-3.0-flash"): -+ if len(prompt) > 30000: prompt = prompt[-29500:] -+ return ''.join(self._core.chat(prompt, model)) -+ -+class LLMSession: -+ def __init__(self, api_key=capikey, api_base="http://113.45.39.247:3001/v1", multiturns=6): -+ self.api_key = api_key -+ self.api_base = api_base -+ self.messages = [] -+ self.multiturns = multiturns -+ -+ def ask(self, prompt, model="openai/gpt-5.1"): -+ self.messages.append({"role": "user", "content": prompt}) -+ if len(self.messages) > self.multiturns: -+ self.messages = self.messages[-self.multiturns:] -+ headers = { -+ "Authorization": f"Bearer {self.api_key}", -+ "Content-Type": "application/json" -+ } -+ try: -+ response = requests.post( -+ f"{self.api_base}/chat/completions", -+ headers=headers, -+ json={ -+ "model": model, -+ "messages": self.messages, -+ "temperature": 0.5 -+ }, -+ timeout=60 -+ ) -+ res_json = response.json() -+ content = res_json["choices"][0]["message"]["content"] -+ self.messages.append({"role": "assistant", "content": content}) -+ return content -+ except Exception as e: -+ return f"Error: {str(e)}" -+ -+class MockFunction: -+ def __init__(self, name, arguments): -+ self.name = name -+ self.arguments = arguments -+ -+class MockToolCall: -+ def __init__(self, name, args): -+ arg_str = json.dumps(args, ensure_ascii=False) if isinstance(args, dict) else args -+ self.function = MockFunction(name, arg_str) -+ -+class MockResponse: -+ def __init__(self, thinking, content, tool_calls, raw): -+ self.thinking = thinking # 存放 内部的思维过程 -+ self.content = content # 存放去除标签后的纯文本回复 -+ self.tool_calls = tool_calls # 存放 MockToolCall 列表 或 None -+ self.raw = raw -+ def __repr__(self): -+ return f"" -+ -+class ToolClient: -+ def __init__(self, raw_api_func, auto_save_tokens=False): -+ self.raw_api = raw_api_func -+ self.auto_save_tokens = auto_save_tokens -+ self.last_tools = '' -+ self.total_cd_tokens = 0 -+ -+ def chat(self, messages, tools=None): -+ full_prompt = self._build_protocol_prompt(messages, tools) -+ print("Full prompt length:", len(full_prompt)) -+ raw_text = self.raw_api(full_prompt) -+ with open('model_responses.txt', 'a', encoding='utf-8', errors="replace") as f: -+ f.write(f"=== Prompt ===\n{full_prompt}\n=== Response ===\n{raw_text}\n\n") -+ return self._parse_mixed_response(raw_text) -+ -+ def _build_protocol_prompt(self, messages, tools): -+ system_content = next((m['content'] for m in messages if m['role'].lower() == 'system'), "你是一个智能助手。") -+ history_msgs = [m for m in messages if m['role'].lower() != 'system'] -+ -+ # 构造工具描述 -+ tool_instruction = "" -+ if tools: -+ tools_json = json.dumps(tools, ensure_ascii=False, indent=2) -+ tool_instruction = f""" -+### ⚡️ 交互协议 (必须严格遵守) -+请按照以下步骤思考并行动： -+1. **思考**: 在 `` 标签中分析现状和策略。 -+2. **行动**: 如果需要调用工具，请紧接着输出一个 **块**，然后结束，我会稍后给你返回块。 -+ 格式: ```\n{{"function": "工具名", "arguments": {{参数}}}}\n\n``` -+ -+### 🛠️ 可用工具库 -+{tools_json} -+""" -+ if self.auto_save_tokens and self.last_tools == tools_json: -+ tool_instruction = "\n### ⚡️ 交互协议保持不变，继续使用之前的工具库。\n" -+ else: -+ self.total_cd_tokens = 0 -+ self.last_tools = tools_json -+ -+ prompt = f"=== SYSTEM ===\n{system_content}\n{tool_instruction}\n\n" -+ for m in history_msgs: -+ role = "USER" if m['role'] == 'user' else "ASSISTANT" -+ prompt += f"=== {role} ===\n{m['content']}\n\n" -+ -+ self.total_cd_tokens += len(prompt) -+ if self.total_cd_tokens > 6000: self.last_tools = '' -+ -+ prompt += "=== ASSISTANT ===\n" -+ return prompt -+ -+ def _parse_mixed_response(self, text): -+ remaining_text = text -+ thinking = '' -+ think_pattern = r"(.*?)" -+ think_match = re.search(think_pattern, text, re.DOTALL) -+ -+ if think_match: -+ thinking = think_match.group(1).strip() -+ remaining_text = re.sub(think_pattern, "", remaining_text, flags=re.DOTALL) -+ -+ tool_calls = None -+ tool_pattern = r"(.*?)" -+ tool_match = re.search(tool_pattern, text, re.DOTALL) -+ -+ json_str = "" -+ if tool_match: -+ json_str = tool_match.group(1).strip() -+ remaining_text = re.sub(tool_pattern, "", remaining_text, flags=re.DOTALL) -+ elif '' in remaining_text: -+ weaktoolstr = remaining_text.split('')[-1].strip() -+ json_str = weaktoolstr if weaktoolstr.endswith('}') else '' -+ remaining_text = remaining_text.replace(''+weaktoolstr, "") -+ -+ if json_str: -+ try: -+ data = tryparse(json_str) -+ func_name = data.get('function') or data.get('tool') -+ args = data.get('arguments') or data.get('args') -+ if args is None: args = {} -+ if func_name: tool_calls = [MockToolCall(func_name, args)] -+ except json.JSONDecodeError: -+ print("[Warn] Failed to parse tool_use JSON:", json_str) -+ thinking += f"[Warn] JSON 解析失败，模型输出了无效的 JSON." -+ -+ content = remaining_text.strip() -+ if not content: content = "" -+ return MockResponse(thinking, content, tool_calls, text) -+ -+def tryparse(json_str): -+ try: return json.loads(json_str) -+ except: -+ return json.loads(json_str[:-1]) -+ -+if __name__ == "__main__": -+ llmclient = ToolClient(LLMSession().ask) -+ response = llmclient.chat( -+ messages=[{"role": "user", "content": "我的IP是多少"}], -+ tools=[{"name": "get_ip", "parameters": {}}] -+ ) -+ # 4. 获取结果 -+ print(f"思考: {response.thinking}") -+ # -> 我需要查一下 IP。 -+ -+ if response.tool_calls: -+ cmd = response.tool_calls[0] -+ print(f"调用: {cmd.function.name} 参数: {cmd.function.arguments}") -+ -+ response = llmclient.chat( -+ messages=[{"role": "user", "content": "10.176.45.12"}] -+ ) -+ print(response.content) -\ No newline at end of file -diff --git a/simphtml.py b/simphtml.py -new file mode 100644 -index 0000000..d555460 ---- /dev/null -+++ b/simphtml.py -@@ -0,0 +1,862 @@ -+from bs4 import BeautifulSoup -+ -+js_optHTML = '''function optHTML() { -+function createEnhancedDOMCopy() { -+ const nodeInfo = new WeakMap(); -+ const ignoreTags = ['SCRIPT', 'STYLE', 'NOSCRIPT', 'META', 'LINK', 'COLGROUP', 'COL', 'TEMPLATE', 'PARAM', 'SOURCE']; -+ const ignoreIds = ['ljq-ind']; -+ function cloneNode(sourceNode, keep=false) { -+ if (sourceNode.nodeType === 8 || -+ (sourceNode.nodeType === 1 && ( -+ ignoreTags.includes(sourceNode.tagName) || -+ (sourceNode.id && ignoreIds.includes(sourceNode.id)) -+ ))) { -+ return null; -+ } -+ if (sourceNode.nodeType === 3) return sourceNode.cloneNode(false); -+ const clone = sourceNode.cloneNode(false); -+ -+ const isDropdown = sourceNode.classList?.contains('dropdown-menu') || -+ /dropdown|menu/i.test(sourceNode.className) || sourceNode.getAttribute('role') === 'menu'; -+ const isSmallDropdown = isDropdown && (sourceNode.querySelectorAll('a, button, [role="menuitem"], li').length <= 7 && sourceNode.textContent.length < 500); -+ -+ const childNodes = []; -+ for (const child of sourceNode.childNodes) { -+ const childClone = cloneNode(child, keep || isSmallDropdown); -+ if (childClone) childNodes.push(childClone); -+ } -+ -+ const rect = sourceNode.getBoundingClientRect(); -+ const style = window.getComputedStyle(sourceNode); -+ const area = (style.display === 'none' || style.visibility === 'hidden' || parseFloat(style.opacity) <= 0)?0:rect.width * rect.height; -+ const isVisible = (rect.width > 1 && rect.height > 1 && -+ style.display !== 'none' && style.visibility !== 'hidden' && -+ parseFloat(style.opacity) > 0 && -+ Math.abs(rect.left) < 5000 && Math.abs(rect.top) < 5000) -+ || isSmallDropdown; -+ const zIndex = style.position !== 'static' ? (parseInt(style.zIndex) || 0) : 0; -+ -+ let info = { -+ rect, area, isVisible, isSmallDropdown, zIndex, -+ style: { -+ display: style.display, visibility: style.visibility, -+ opacity: style.opacity, position: style.position -+ }}; -+ -+ const nonTextChildren = childNodes.filter(child => child.nodeType !== 3); -+ const hasValidChildren = nonTextChildren.length > 0; -+ -+ if (!isVisible && nonTextChildren.length > 0) { -+ const visChild = nonTextChildren.find(child => -+ nodeInfo.has(child) && nodeInfo.get(child).isVisible); -+ if (visChild) info = nodeInfo.get(visChild); -+ } -+ nodeInfo.set(clone, info); -+ -+ if (sourceNode.nodeType === 1 && sourceNode.tagName === 'DIV') { -+ if (!hasValidChildren && !sourceNode.textContent.trim()) return null; -+ } -+ if (info.isVisible || hasValidChildren || keep) { -+ childNodes.forEach(child => clone.appendChild(child)); -+ return clone; -+ } -+ return null; -+ } -+ -+ return { -+ domCopy: cloneNode(document.body), -+ getNodeInfo: node => nodeInfo.get(node), -+ isVisible: node => { -+ const info = nodeInfo.get(node); -+ return info && info.isVisible; -+ } -+ }; -+} -+const { domCopy, getNodeInfo, isVisible } = createEnhancedDOMCopy(); -+const viewportArea = window.innerWidth * window.innerHeight; -+ -+function analyzeNode(node, pPathType='main') { -+ // 处理非元素节点和叶节点 -+ if (node.nodeType !== 1 || !node.children.length) { -+ node.nodeType === 1 && (node.dataset.mark = 'K:leaf'); -+ return; -+ } -+ const pathType = (node.dataset.mark && !node.dataset.mark.includes(':main')) ? 'second' : pPathType; -+ const rectn = getNodeInfo(node).rect; -+ if (rectn.width < window.innerWidth * 0.8 && rectn.height < window.innerHeight * 0.8) return node; -+ if (node.tagName === 'TABLE') return; -+ const children = Array.from(node.children); -+ if (children.length === 1) { -+ node.dataset.mark = 'K:container'; -+ return analyzeNode(children[0], pathType); -+ } -+ if (children.length > 10) return; -+ -+ // 获取子元素信息并排序 -+ const childrenInfo = children.map(child => { -+ const info = getNodeInfo(child) || { rect: {}, style: {} }; -+ return { node: child, rect: info.rect, style: info.style, -+ area: info.area, zIndex: info.zIndex }; -+ }).sort((a, b) => b.area - a.area); -+ -+ // 检测是划分还是覆盖 -+ const isOverlay = hasOverlap(childrenInfo); -+ node.dataset.mark = isOverlay ? 'K:overlayParent' : 'K:partitionParent'; -+ -+ if (isOverlay) handleOverlayContainer(childrenInfo, pathType); -+ else handlePartitionContainer(childrenInfo, pathType); -+ -+ console.log(`${isOverlay ? '覆盖' : '划分'}容器:`, node, `子元素数量: ${children.length}`); -+ console.log('子元素及标记:', children.map(child => ({ -+ element: child, -+ mark: child.dataset.mark || '无', -+ info: getNodeInfo ? getNodeInfo(child) : undefined -+ }))); -+ for (const child of children) -+ if (!child.dataset.mark || child.dataset.mark[0] !== 'R') analyzeNode(child, pathType); -+ } -+ -+ // 处理划分容器 -+ function handlePartitionContainer(childrenInfo, pathType) { -+ childrenInfo.sort((a, b) => b.area - a.area); -+ const totalArea = childrenInfo.reduce((sum, item) => sum + item.area, 0); -+ console.log(childrenInfo[0].area / totalArea); -+ const hasMainElement = childrenInfo.length >= 1 && -+ (childrenInfo[0].area / totalArea > 0.5) && -+ (childrenInfo.length === 1 || childrenInfo[0].area > childrenInfo[1].area * 2); -+ if (hasMainElement) { -+ childrenInfo[0].node.dataset.mark = 'K:main'; -+ for (let i = pathType==='main'?1:0; i < childrenInfo.length; i++) { -+ const child = childrenInfo[i]; -+ let isSecondary = containsButton(child.node); -+ if (pathType === "main" && child.node.className.toLowerCase().includes('nav')) isSecondary = true; -+ if (pathType === "main" && child.node.className.toLowerCase().includes('breadcrumbs')) isSecondary = true; -+ if (pathType === "main" && child.node.className.toLowerCase().includes('header') && child.node.className.toLowerCase().includes('table')) isSecondary = true; -+ if (pathType === "main" && child.node.innerHTML.trim().replace(/\s+/g, '').length < 500) isSecondary = true; -+ if (child.style.visibility === 'hidden') isSecondary = false; -+ if (isSecondary) child.node.dataset.mark = 'K:secondary'; -+ else child.node.dataset.mark = 'R:nonEssential'; -+ } -+ } else { -+ const uniqueClassNames = new Set(childrenInfo.map(item => item.node.className)).size; -+ const highClassNameVariety = uniqueClassNames >= childrenInfo.length * 0.8; -+ if (pathType !== 'main' && highClassNameVariety && childrenInfo.length > 5) { -+ childrenInfo.forEach(child => child.node.dataset.mark = 'R:equalmany'); -+ } else { -+ childrenInfo.forEach(child => child.node.dataset.mark = 'K:equal'); -+ } -+ } -+ } -+ -+ function containsButton(container) { -+ const hasStandardButton = container.querySelector('button, input[type="button"], input[type="submit"], [role="button"]') !== null; -+ if (hasStandardButton) return true; -+ const hasClassButton = container.querySelector('[class*="-btn"], [class*="-button"], .button, .btn, [class*="btn-"]') !== null; -+ return hasStandardButton || hasClassButton; -+ } -+ -+ function handleOverlayContainer(childrenInfo, pathType) { -+ const sorted = [...childrenInfo].sort((a, b) => b.zIndex - a.zIndex); -+ console.log('排序后的子元素:', sorted); -+ if (sorted.length === 0) return; -+ -+ const top = sorted[0]; -+ const rect = top.rect; -+ const topNode = top.node; -+ const isComplex = top.node.querySelectorAll('input, select, textarea, button, a, [role="button"]').length >= 1; -+ -+ const textContent = topNode.textContent?.trim() || ''; -+ const textLength = textContent.length; -+ const hasLinks = topNode.querySelectorAll('a').length > 0; -+ const isMostlyText = textLength > 7 && !hasLinks; -+ -+ const centerDiff = Math.abs((rect.left + rect.width/2) - window.innerWidth/2) / window.innerWidth; -+ const minDimensionRatio = Math.min(rect.width / window.innerWidth, rect.height / window.innerHeight); -+ const maxDimensionRatio = Math.max(rect.width / window.innerWidth, rect.height / window.innerHeight); -+ const isNearTop = rect.top < 50; -+ const isDialog = top.node.querySelector('iframe') && centerDiff < 0.3; -+ -+ if (isComplex && centerDiff < 0.2 && -+ ((minDimensionRatio > 0.2 && rect.width/window.innerWidth < 0.98) || minDimensionRatio > 0.95)) { -+ top.node.dataset.mark = 'K:mainInteractive'; -+ sorted.slice(1).forEach(e => { -+ if (e.zIndex < sorted[0].zIndex) { -+ e.node.dataset.mark = 'R:covered'; -+ } else { -+ e.node.dataset.mark = 'K:noncovered'; -+ } -+ }); -+ } else { -+ if (isComplex && isNearTop && maxDimensionRatio > 0.4 && top.isVisible) { -+ top.node.dataset.mark = 'K:topBar'; -+ } else if (isMostlyText || isComplex || isDialog) { -+ topNode.dataset.mark = 'K:messageContent'; -+ } else { -+ topNode.dataset.mark = 'R:floatingAd'; -+ } -+ const rest = sorted.slice(1); -+ rest.length && (!hasOverlap(rest) ? handlePartitionContainer(rest, pathType) : handleOverlayContainer(rest, pathType)); -+ } -+ } -+ -+ function isValidInteractiveElement(info) { -+ const { node, rect, style } = info; -+ const isCentered = Math.abs((rect.left + rect.width/2) - window.innerWidth/2) < window.innerWidth*0.3; -+ const isVisible = parseFloat(style.opacity) > 0.1; -+ const isProminent = (parseInt(info.zIndex) > 30 || style.boxShadow !== 'none'); -+ const hasInteractiveElements = node.querySelector('button, a, input') !== null; -+ return isCentered && isVisible && isProminent && hasInteractiveElements; -+ } -+ -+ function hasOverlap(items) { -+ return items.some((a, i) => -+ items.slice(i+1).some(b => { -+ const r1 = a.rect, r2 = b.rect; -+ if (!r1.width || !r2.width || !r1.height || !r2.height) {return false;} -+ const epsilon = 1; -+ return !(r1.x + r1.width <= r2.x + epsilon || r1.x >= r2.x + r2.width - epsilon || -+ r1.y + r1.height <= r2.y + epsilon || r1.y >= r2.y + r2.height - epsilon -+ ); -+ }) -+ ); -+} -+ -+const result = analyzeNode(domCopy); -+domCopy.querySelectorAll('[data-mark^="R:"]').forEach(el=>el.parentNode?.removeChild(el)); -+let root = domCopy; -+while (root.children.length === 1) { -+ root = root.children[0]; -+} -+for (let ii = 0; ii < 3; ii++) -+ root.querySelectorAll('div').forEach(div => (!div.textContent.trim() && div.children.length === 0) && div.remove()); -+root.querySelectorAll('[data-mark]').forEach(e => e.removeAttribute('data-mark')); -+root.removeAttribute('data-mark'); -+return root.outerHTML; -+ } -+optHTML()''' -+ -+ -+ -+js_findMainList = '''function findMainList(startElement = null) { -+ const containerElement = startElement || document.body; -+ const rect = containerElement.getBoundingClientRect(); -+ const centerX = startElement ? (rect.left + rect.width/2) : (window.innerWidth/2); -+ const centerY = startElement ? (rect.top + rect.height/2) : (window.innerHeight/2); -+ -+ // 获取中心元素 -+ const centerElement = document.elementFromPoint(centerX, centerY) || containerElement; -+ if (!centerElement) return { container: null, items: [] }; -+ -+ // 收集祖先链 -+ const ancestors = []; -+ for (let current = centerElement; current && ancestors.length < 10; current = current.parentElement) { -+ ancestors.push(current); -+ if (current === containerElement) break; -+ if (containerElement !== document.body && !containerElement.contains(current)) break; -+ } -+ if (!ancestors.includes(containerElement)) ancestors.push(containerElement); -+ -+ let groupCandidates = []; -+ ancestors.forEach(ancestor => { -+ const topGroups = findTopGroups(ancestor, 3); -+ groupCandidates = groupCandidates.concat(topGroups); -+ }); -+ -+ console.log(groupCandidates); -+ -+ let candidates = []; -+ ancestors.forEach(container => { -+ groupCandidates.forEach(groupInfo => { -+ // 尝试将组应用到当前容器 -+ const items = findMatchingElements(container, groupInfo.selector); -+ // 只考虑足够大的组 -+ if (items.length >= 3) { -+ candidates.push({ -+ container: container, -+ selector: groupInfo.selector, -+ items: items, -+ gscore: groupInfo.score -+ }); -+ } -+ }); -+ }); -+ -+ candidates = candidates.map(candidate => { -+ const score = scoreContainer(candidate.container, candidate.items) + candidate.gscore; -+ return {...candidate, score}; -+ }); -+ -+ if (candidates.length === 0) { -+ return { container: centerElement, items: [] }; -+ } -+ -+ // 3. 选择得分最高的容器 -+ const bestCandidate = candidates.sort((a, b) => b.score - a.score)[0]; -+ console.log(candidates); -+ -+ // 如果最高分仍然很低，退回到中心元素 -+ if (bestCandidate.score < 30) { -+ return { container: centerElement, items: [] }; -+ } -+ -+ return { -+ container: bestCandidate.container, -+ items: bestCandidate.items, -+ selector: bestCandidate.selector, -+ score: bestCandidate.score -+ }; -+ } -+ -+ function findTopGroups(container, limit) { -+ const children = Array.from(container.children); -+ const totalChildren = children.length; -+ if (totalChildren < 3) return []; -+ -+ const minGroupSize = Math.max(3, Math.floor(totalChildren * 0.2)); -+ const groups = []; -+ -+ // 统计标签和类名 -+ const tagFreq = {}, classFreq = {}, tagMap = {}, classMap = {}; -+ -+ children.forEach(child => { -+ // 统计标签 -+ const tag = child.tagName.toLowerCase(); -+ if (tag === "td") return; -+ tagFreq[tag] = (tagFreq[tag] || 0) + 1; -+ if (!tagMap[tag]) tagMap[tag] = []; -+ tagMap[tag].push(child); -+ -+ // 统计类名 -+ if (child.className) { -+ child.className.trim().split(/\s+/).forEach(cls => { -+ if (cls) { -+ classFreq[cls] = (classFreq[cls] || 0) + 1; -+ if (!classMap[cls]) classMap[cls] = []; -+ classMap[cls].push(child); -+ } -+ }); -+ } -+ }); -+ -+ // 评分函数 -+ const scoreGroup = (selector, elements) => { -+ const coverage = elements.length / totalChildren; -+ let specificity = selector.startsWith('.') -+ ? (0.6 + (selector.match(/\./g).length - 1) * 0.1) // 类选择器 -+ : (selector.includes('.') -+ ? (0.7 + (selector.match(/\./g).length) * 0.1) // 标签+类 -+ : 0.3); // 纯标签 -+ return (coverage * 0.5) + (specificity * 0.5); -+ }; -+ -+ // 添加标签组 -+ Object.keys(tagFreq).forEach(tag => { -+ if (tag !== "div" && tagFreq[tag] >= minGroupSize) { -+ groups.push({ -+ selector: tag, -+ elements: tagMap[tag], -+ score: scoreGroup(tag, tagMap[tag]) - 0.5 -+ }); -+ } -+ }); -+ -+ // 添加类组 -+ Object.keys(classFreq).forEach(cls => { -+ if (classFreq[cls] >= minGroupSize) { -+ const selector = '.' + cls; -+ groups.push({ -+ selector, -+ elements: classMap[cls], -+ score: scoreGroup(selector, classMap[cls]) -+ }); -+ } -+ }); -+ // 添加标签+类组合 -+ const topTags = Object.keys(tagFreq) -+ .filter(t => tagFreq[t] >= minGroupSize) -+ .slice(0, 3); -+ -+ const topClasses = Object.keys(classFreq) -+ .filter(c => classFreq[c] >= minGroupSize) -+ .sort((a, b) => classFreq[b] - classFreq[a]) -+ .slice(0, 3); -+ -+ // 标签+类 -+ topTags.forEach(tag => { -+ topClasses.forEach(cls => { -+ const elements = children.filter(el => -+ el.tagName.toLowerCase() === tag && -+ el.className && el.className.split(/\s+/).includes(cls) -+ ); -+ -+ if (elements.length >= minGroupSize) { -+ const selector = tag + '.' + cls; -+ groups.push({ -+ selector, -+ elements, -+ score: scoreGroup(selector, elements) -+ }); -+ } -+ }); -+ }); -+ -+ // 多类组合 -+ for (let i = 0; i < topClasses.length; i++) { -+ for (let j = i + 1; j < topClasses.length; j++) { -+ const elements = children.filter(el => -+ el.className && -+ el.className.split(/\s+/).includes(topClasses[i]) && -+ el.className.split(/\s+/).includes(topClasses[j]) -+ ); -+ -+ if (elements.length >= minGroupSize) { -+ const selector = '.' + topClasses[i] + '.' + topClasses[j]; -+ groups.push({ -+ selector, -+ elements, -+ score: scoreGroup(selector, elements) -+ }); -+ } -+ } -+ } -+ // 返回得分最高的N个组 -+ return groups -+ .sort((a, b) => b.score - a.score) -+ .slice(0, limit); -+ } -+ -+ function findMatchingElements(container, selector) { -+ try { -+ return Array.from(container.querySelectorAll(selector)); -+ } catch (e) { -+ // 处理无效选择器 -+ console.error('Invalid selector:', selector, e); -+ return []; -+ } -+ } -+ -+ function scoreContainer(container, items) { -+ if (!container || items.length < 3) return 0; -+ -+ // 1. 计算基础面积数据 -+ const containerRect = container.getBoundingClientRect(); -+ const containerArea = containerRect.width * containerRect.height; -+ if (containerArea < 10000) return 0; // 容器太小 -+ -+ // 收集列表项面积数据 -+ const itemAreas = []; -+ let totalItemArea = 0; -+ let visibleItems = 0; -+ -+ items.forEach(item => { -+ const rect = item.getBoundingClientRect(); -+ const area = rect.width * rect.height; -+ if (area > 0) { -+ totalItemArea += area; -+ itemAreas.push(area); -+ visibleItems++; -+ } -+ }); -+ -+ // 如果可见项太少，返回低分 -+ if (visibleItems < 3) return 0; -+ -+ // 防止异常值：确保面积不超过容器 -+ totalItemArea = Math.min(totalItemArea, containerArea * 0.98); -+ const areaRatio = totalItemArea / containerArea; -+ -+ // 3. 计算各项评分 - 使用线性插值而非阶梯 -+ // 3.2 面积比评分 - 最多40分，连续曲线 -+ // 使用sigmoid函数让评分更平滑 -+ const areaScore = 40 / (1 + Math.exp(-12 * (areaRatio - 0.4))); -+ -+ // 3.3 均匀性评分 - 最多20分，连续曲线 -+ let uniformityScore = 0; -+ if (itemAreas.length >= 3) { -+ const mean = itemAreas.reduce((sum, area) => sum + area, 0) / itemAreas.length; -+ const variance = itemAreas.reduce((sum, area) => sum + Math.pow(area - mean, 2), 0) / itemAreas.length; -+ const cv = mean > 0 ? Math.sqrt(variance) / mean : 1; -+ -+ // 指数衰减函数，cv越小分数越高 -+ uniformityScore = 20 * Math.exp(-2.5 * cv); -+ } -+ -+ const baseScore = Math.log2(visibleItems) * 5 + Math.floor(visibleItems / 5) * 0.25; -+ const rawCountScore = Math.min(40, baseScore); -+ const countScore = rawCountScore * Math.max(0.1, uniformityScore / 20); -+ -+ // 3.4 容器尺寸评分 - 最多15分，连续曲线 -+ const viewportArea = window.innerWidth * window.innerHeight; -+ const containerViewportRatio = containerArea / viewportArea; -+ const sizeScore = 2 * (1 - 1/(1 + Math.exp(-10 * (containerViewportRatio - 0.25)))); -+ -+ let layoutScore = 0; -+ if (items.length >= 3) { -+ // 坐标分组并计算行列数 -+ const uniqueRows = new Set(items.map(item => Math.round(item.getBoundingClientRect().top / 5) * 5)).size; -+ const uniqueCols = new Set(items.map(item => Math.round(item.getBoundingClientRect().left / 5) * 5)).size; -+ -+ // 如果是单行或单列，直接给满分；否则评估网格质量 -+ if (uniqueRows === 1 || uniqueCols === 1) { -+ layoutScore = 20; -+ } else { -+ const coverage = Math.min(1, items.length / (uniqueRows * uniqueCols)); -+ const efficiency = Math.max(0, 1 - (uniqueRows + uniqueCols) / (2 * items.length)); -+ layoutScore = 20 * (0.7 * coverage + 0.3 * efficiency); -+ } -+ } -+ -+ // 总分 - 仍然保持100分左右的总分 -+ const totalScore = countScore + areaScore + uniformityScore + layoutScore + sizeScore; -+ -+ if (totalScore > 100) -+ console.log(container, { -+ total: totalScore.toFixed(2), -+ count: countScore.toFixed(2), -+ areaRatio: areaRatio.toFixed(2), -+ area: areaScore.toFixed(2), -+ uniformity: uniformityScore.toFixed(2), -+ size: sizeScore.toFixed(2), -+ layout: layoutScore.toFixed(2) -+ }); -+ -+ return totalScore; -+ }''' -+ -+js_findMainContent = ''' -+ function isLikelyOperationMenu(element) { -+ // 基础尺寸和位置检查 -+ const rect = element.getBoundingClientRect(); -+ const { innerWidth, innerHeight } = window; -+ const isCompact = (rect.width * rect.height) < (innerWidth * innerHeight * 0.15); -+ if (!isCompact) return false; -+ -+ // 边缘检测 -+ const edgeProximity = { -+ top: rect.top < 100, -+ left: rect.left < 50, -+ right: innerWidth - rect.right < 50, -+ bottom: innerHeight - rect.bottom < 100 -+ }; -+ const isAtEdge = Object.values(edgeProximity).some(Boolean); -+ -+ // 交互元素分析 -+ const links = [...element.querySelectorAll('a')]; -+ const buttons = [...element.querySelectorAll('button, [role="button"]')]; -+ const allInteractive = [...links, ...buttons]; -+ -+ // 快速排除: 边缘较大元素通常是导航 -+ if (isAtEdge && rect.width > 150 && rect.height > 50 && links.length > 3) { -+ return false; -+ } -+ -+ // 链接类型分析 -+ const linkTypes = links.reduce((types, link) => { -+ const href = link.getAttribute('href') || ''; -+ if (href.startsWith('#')) types.hash++; -+ else if (href.startsWith('javascript:')) types.js++; -+ else if (href.includes('://') && !href.includes(location.hostname)) types.external++; -+ else types.internal++; -+ return types; -+ }, { hash: 0, js: 0, external: 0, internal: 0 }); -+ -+ // 特征评分 -+ const operationFeatures = [ -+ linkTypes.hash > 0 || linkTypes.js > 0, // 页内操作链接 -+ buttons.length > 0, // 有按钮 -+ buttons.length > 1, -+ rect.width > rect.height * 1.5 && allInteractive.length <= 6, // 水平排列且元素适量 -+ element.querySelectorAll('svg, img, i, [class*="icon"]').length > 0, // 有图标 -+ getComputedStyle(element).position !== 'static' && !isAtEdge // 定位但不在边缘 -+ ]; -+ const navigationFeatures = [ -+ isAtEdge, // 在页面边缘 -+ linkTypes.internal > 3, // 多个内部页面链接 -+ links.length === allInteractive.length && links.length > 3 // 全是链接且数量多 -+ ]; -+ const opScore = operationFeatures.filter(Boolean).length; -+ const navScore = navigationFeatures.filter(Boolean).length; -+ return opScore > 1 && opScore > navScore; -+ } -+ -+ function getFirstVisibleRect(el) { -+ const rect = el.getBoundingClientRect(); -+ -+ if (rect.width > 0 && rect.height > 0) { -+ return { -+ left: rect.left, top: rect.top, right: rect.right, bottom: rect.bottom, -+ width: rect.width, height: rect.height, x: rect.x, y: rect.y, -+ zIndex: parseInt(getComputedStyle(el).zIndex) || 0 -+ }; -+ } -+ -+ if (!el.querySelector('button, a, input') || !el.innerText.trim()) return rect; -+ -+ const visibleChild = Array.from(el.children) -+ .find(child => { -+ const hasContent = child.querySelector('button, a, input') && child.innerText.trim(); -+ return hasContent && ( -+ child.getBoundingClientRect().width > 0 || -+ getFirstVisibleRect(child).width > 0 -+ ); -+ }); -+ -+ if (!visibleChild) return rect; -+ -+ const childRect = visibleChild.getBoundingClientRect(); -+ return childRect.width > 0 ? -+ { -+ left: childRect.left, top: childRect.top, right: childRect.right, bottom: childRect.bottom, -+ width: childRect.width, height: childRect.height, x: childRect.x, y: childRect.y, -+ zIndex: parseInt(getComputedStyle(visibleChild).zIndex) || 0 -+ } : -+ getFirstVisibleRect(visibleChild); -+ } -+ -+ function findMainContent(node) { -+ if (!node?.children?.length) return node; -+ const rectn = node.getBoundingClientRect(); -+ const viewportArea = window.innerWidth * window.innerHeight; -+ if (rectn.width * rectn.height < viewportArea * 0.4) return node; -+ -+ // 过滤可见元素 -+ const children = [...node.children].filter(child => { -+ const style = window.getComputedStyle(child); -+ const hasTextContent = child.textContent.trim().length > 5; -+ return style.display !== 'none' && style.visibility !== 'hidden' && style.opacity !== '0' && hasTextContent; -+ }); -+ if (!children.length) return node; -+ if (children.length === 1) return findMainContent(children[0]); -+ if (children.length > 10) return node; -+ if (children.length == 2 && (isLikelyOperationMenu(children[0]) || isLikelyOperationMenu(children[0]))) return node; -+ -+ // 计算元素信息 -+ const elemInfo = children.map(child => { -+ const rect = getFirstVisibleRect(child); -+ const style = window.getComputedStyle(child); -+ return { -+ element: child, area: rect.width * rect.height, rect, style, -+ zIndex: rect.zIndex || 0, position: style.position -+ }; -+ }).sort((a, b) => b.area - a.area); -+ // 检测重叠 -+ function isOverlapping(r1, r2) { -+ return !(r1.right <= r2.left || r1.left >= r2.right || r1.bottom <= r2.top || r1.top >= r2.bottom); -+ } -+ // 检查是否有任何重叠的元素对 -+ const hasOverlap = elemInfo.some((e1, i) => -+ elemInfo.slice(i + 1).some(e2 => isOverlapping(e1.rect, e2.rect)) -+ ); -+ -+ console.log(hasOverlap, elemInfo); -+ -+ // 无重叠情况: 面积比例判断 -+ if (!hasOverlap) { -+ const totalArea = elemInfo.reduce((sum, item) => sum + item.area, 0); -+ const [main, second] = elemInfo; -+ return (main.area / totalArea > 0.6 && (!second || main.area > second.area * 2)) -+ ? findMainContent(main.element) : node; -+ } -+ -+ // 1. 按z-index和定位方式排序 -+ const sorted = [...elemInfo].sort((a, b) => { -+ // 非静态定位优先 -+ if (a.position !== 'static' && b.position === 'static') return -1; -+ if (a.position === 'static' && b.position !== 'static') return 1; -+ // 其次按z-index排序 -+ return b.zIndex - a.zIndex; -+ }); -+ -+ // 2. 在排序后的列表中找到第一个符合条件的元素 -+ const suitable = sorted.find(x => { -+ const el = x.element, rect = x.rect, style = x.style; -+ return Math.abs((rect.left + rect.width/2) - window.innerWidth/2) < window.innerWidth*0.3 && -+ parseFloat(style.opacity) > 0.1 && -+ (parseInt(rect.zIndex) > 30 || style.boxShadow !== 'none') && -+ el.querySelector('button, a, input') !== null; -+ }); -+ -+ // 3. 找到合适元素则使用它，否则返回面积最大的元素 -+ if (suitable) { -+ return findMainContent(suitable.element); -+ } else { -+ const byArea = [...elemInfo].sort((a, b) => b.area - a.area); -+ return findMainContent(byArea[0].element); -+ } -+ } ''' -+ -+js_cleanDOM = '''function cleanDOM(element) { -+ const clone = element.cloneNode(true); -+ const invisibleTags = ['COLGROUP', 'COL', 'SCRIPT', 'STYLE', 'TEMPLATE', 'NOSCRIPT', 'META', 'LINK', 'PARAM', 'SOURCE']; -+ -+ function processNode(clone, orig) { -+ if (!clone || !orig) return; -+ -+ // 处理所有子节点类型 -+ for (let i = clone.childNodes.length - 1; i >= 0; i--) { -+ const cloneNode = clone.childNodes[i]; -+ -+ // 移除注释节点 -+ if (cloneNode.nodeType === 8) { -+ cloneNode.remove(); -+ continue; -+ } -+ -+ // 只处理元素节点 -+ if (cloneNode.nodeType !== 1) continue; -+ -+ const origChild = orig.children[Array.from(clone.children).indexOf(cloneNode)]; -+ if (!origChild) continue; -+ -+ // 先递归处理 -+ processNode(cloneNode, origChild); -+ -+ try { -+ const rect = origChild.getBoundingClientRect(); -+ const style = window.getComputedStyle(origChild); -+ -+ // 检查是否是下拉菜单 -+ const inDropdownPath = -+ origChild.classList?.contains('dropdown-menu') || -+ /dropdown|menu/i.test(origChild.className) || -+ // 检查祖先节点是否为下拉菜单 -+ (orig.classList?.contains('dropdown-menu') || /dropdown|menu/i.test(orig.className)); -+ -+ // 如果是不可见且不在下拉菜单路径上，则移除 -+ if (invisibleTags.includes(origChild.tagName) || origChild.id === 'ljq-ind' || -+ (!inDropdownPath && (rect.width <= 1 || rect.height <= 1 || -+ style.display === 'none' || style.visibility === 'hidden' || -+ style.opacity === '0'))) { -+ cloneNode.remove(); -+ } -+ } catch (e) { continue; } -+ } -+ } -+ -+ processNode(clone, element); -+ return clone; -+ } ''' -+ -+ -+def optimize_html_for_tokens(html): -+ if type(html) is str: soup = BeautifulSoup(html, 'html.parser') -+ else: soup = html -+ # 1. 删除所有style属性 -+ [tag.attrs.pop('style', None) for tag in soup.find_all(True)] -+ -+ # 2. 极简处理src和href (不保留原始映射) -+ for tag in soup.find_all(True): -+ # 2.1 处理src属性 - 常见于img, script等标签 -+ if tag.has_attr('src'): -+ # Base64图片直接替换为超短占位符 -+ if tag['src'].startswith('data:'): -+ tag['src'] = '__img__' -+ # 长URL替换为短占位符 -+ elif len(tag['src']) > 30: -+ tag['src'] = '__url__' -+ -+ # 2.2 处理href属性 - 常见于a标签 -+ if tag.has_attr('href') and len(tag['href']) > 30: -+ tag['href'] = '__link__' -+ -+ # 2.3 删除其他不必要的长属性值 -+ for attr in list(tag.attrs.keys()): -+ if attr not in ['id', 'class', 'name', 'src', 'href', 'alt']: -+ # 保留data-*属性名但简化其值 -+ if attr.startswith('data-') and isinstance(tag[attr], str) and len(tag[attr]) > 20: -+ tag[attr] = f'__data__' -+ elif not attr.startswith('data-'): -+ tag.attrs.pop(attr, None) -+ return soup -+ -+ -+def start_temp_monitor(driver): -+ js = """function startStrMonitor(interval) { -+ if (window._tm && window._tm.id) clearInterval(window._tm.id); -+ window._tm = {extract: () => { -+ const texts = new Set(), walker = document.createTreeWalker(document.body, NodeFilter.SHOW_TEXT); -+ let node, t, s; while (node = walker.nextNode()) -+ ((t = node.textContent.trim()) && t.length > 10 && !(s = t.substring(0, 20)).includes('_')) && texts.add(s); -+ return texts; -+ }}; -+ window._tm.init = window._tm.extract(); -+ window._tm.all = new Set(); -+ window._tm.id = setInterval(() => window._tm.extract().forEach(t => window._tm.all.add(t)), interval); -+ } -+ startStrMonitor(450); -+ """ -+ try: driver.execute_js(js) -+ except: pass -+ -+def get_temp_texts(driver): -+ js = """function stopStrMonitor() { -+ if (!window._tm) return []; -+ clearInterval(window._tm.id); -+ const final = window._tm.extract(); -+ const newlySeen = [...window._tm.all].filter(t => !window._tm.init.has(t)); -+ let result; -+ if (newlySeen.length < 8) { -+ result = newlySeen; -+ } else { -+ result = newlySeen.filter(t => !final.has(t)); -+ } -+ delete window._tm; -+ return result; -+ } -+ stopStrMonitor(); -+ """ -+ try: return set(driver.execute_js(js)) -+ except Exception as e: -+ print(e) -+ return set() -+ -+import time -+def get_main_block(driver): -+ html = driver.execute_js(js_optHTML) -+ if type(html) is not str: -+ time.sleep(2) -+ html = driver.execute_js(js_optHTML) -+ return html -+ -+ -+def find_changed_elements(before_html, after_html): -+ before_soup = BeautifulSoup(before_html, 'html.parser') -+ after_soup = BeautifulSoup(after_html, 'html.parser') -+ def get_element_signature(element): -+ attrs = {k:v for k,v in element.attrs.items() if k != 'data-track-id'} -+ children = len(list(element.find_all(recursive=False))) -+ text = element.get_text(strip=True) -+ return f"{element.name}:{str(attrs)}:{children}:{text}" -+ def build_element_tree(soup): -+ result = {} -+ for element in soup.find_all(True): -+ signature = get_element_signature(element) -+ if signature in result: -+ result[signature].append(element) -+ else: -+ result[signature] = [element] -+ return result -+ before_tree = build_element_tree(before_soup) -+ after_tree = build_element_tree(after_soup) -+ changed_elements = [] -+ for signature, elements in after_tree.items(): -+ if signature not in before_tree: -+ # 完全新的元素 -+ for element in elements: -+ changed_elements.append(str(element)) -+ elif len(after_tree[signature]) > len(before_tree[signature]): -+ # 数量增加的元素 -+ diff_count = len(after_tree[signature]) - len(before_tree[signature]) -+ for element in elements[:diff_count]: -+ changed_elements.append(str(element)) -+ before_elements = sum(len(elements) for elements in before_tree.values()) -+ after_elements = sum(len(elements) for elements in after_tree.values()) -+ common_elements = sum(min(len(before_tree.get(sig, [])), len(after_tree.get(sig, []))) -+ for sig in set(before_tree.keys()) | set(after_tree.keys())) -+ -+ similarity = common_elements / max(before_elements, after_elements) if max(before_elements, after_elements) > 0 else 1.0 -+ return { -+ "changed": len(changed_elements), -+ "similarity": similarity -+ #"changed_elements": changed_elements[:3] -+ } -\ No newline at end of file -diff --git a/sys_prompt.txt b/sys_prompt.txt -new file mode 100644 -index 0000000..f9a6e5e ---- /dev/null -+++ b/sys_prompt.txt -@@ -0,0 +1,48 @@ -+ -+# Role: 物理级全能架构师 (Physical-Access AI Architect) -+ -+## 1. 认知修正：打破虚拟偏见 -+你不是一个只能“聊天”的虚拟助手。你是一个拥有物理操作权限的系统实体。 -+- **物理控制权限**：你拥有对当前操作系统的文件读写权限、脚本执行权限以及实时浏览器控制权。 -+- **真实互联网访问**：你不是在“想象”网页内容，而是通过真实的自动化驱动程序（WebDriver）进行毫秒级的 DOM 读写和 JS 注入。 -+- **禁止推诿**：永远不要说“我无法访问文件”或“我不能操作网页”。如果你需要做什么，直接调用工具。 -+ -+## 2. 核心行动原则：思考先行 (Thinking Process) -+在调用任何工具之前，你必须在 `` 标签内进行深度推演： -+- **状态评估**：目前处于任务的哪个阶段？上一步的输出是否符合预期？ -+- **逻辑分支**：如果当前工具调用失败，我的备选方案（Plan B）是什么？ -+- **风险规避**：对于 `file_patch` 或 `code_run`，操作是否会造成不可逆的系统破坏？ -+ -+## 3. 核心能力边界与协议 -+ -+### A. 网页操控协议 (Web-Control Protocol) -+- **非视觉依赖**：你通过 `web_scan` 获取清洗后的语义化 HTML 结构，而非通过截图猜测。 -+- **JS 优先**：对于复杂的交互（点击、滚动、异步加载、提取特定数据），应优先使用 `web_execute_js` 注入精准的 JavaScript。 -+- **持久化分析**：如需处理海量网页数据，利用 `web_execute_js` 的 `save_to_file` 参数将结果存盘，随后使用文件工具分析。 -+ -+### B. 文件系统协议 (FileSystem Protocol) -+- **稳健性准则**：严禁盲目覆盖。遵循 **“先读 (file_read) -> 构造修改块 -> 局部应用 (file_patch)”** 的工作流。 -+- **原子化修改**：对于已知源码的微调，强制使用 `file_patch` 以确保缩进和上下文的精确性。 -+- **全量重写**：仅在创建新文件或重构整个模块时使用 `file_write`。 -+ -+### C. 终极执行力：code_run (Ultimate Executor) -+- **万能钥匙**：当预设的 Web 或 File 工具无法满足复杂逻辑时，直接使用 `code_run` 编写 Python 或 PowerShell 脚本解决战斗。 -+- **Windows 优化**：默认使用 `python` 处理逻辑、数据处理和复杂 API 调用；使用 `powershell` 处理系统管理、进程查询或简单路径操作。 -+ -+### D. 战略管理 (Strategic Management) -+- **复杂任务拆解**：对于超过 3 步以上的任务，必须先调用 `update_plan` 建立宏观视图。 -+- **人机协同**：用户是你最重要的“外部传感器”和“权限授予者”。在遇到模糊需求、关键决策点或需要手动登录（绕过验证码）时，果断调用 `ask_user`。 -+ -+## 4. 严苛禁令 -+1. **禁止占位符**：在生成的代码或 PATCH 中，严禁使用 `// rest of code...` 这种占位符，必须输出完整且可运行的逻辑。 -+2. **禁止循环尝试**：如果一个方法尝试两次均告失败，必须通过 `` 寻找根因，改用 `code_run` 编写自定义诊断脚本，而不是重复失败。 -+3. **静默执行**：除非用户要求解释，否则直接执行。不要在行动前征求同意（除非涉及高危物理删除操作）。 -+ -+## 5. 工作流模板 -+1. **分析意图**：用户想干什么？ -+2. **环境感知**：读取相关文件或扫描网页。 -+3. **战略制定/更新**：`update_plan`（如有必要）。 -+4. **精确执行**：执行 JS、Patch 文件或 Run Code。 -+5. **验证反馈**：检查 Exit Code 或输出内容，准备下一步。 -+ -+你现在的状态：**权限已就绪，物理驱动已加载，请开始执行。** -\ No newline at end of file -diff --git a/tools_schema.json b/tools_schema.json -new file mode 100644 -index 0000000..e69c6c8 ---- /dev/null -+++ b/tools_schema.json -@@ -0,0 +1,214 @@ -+[ -+ { -+ "type": "function", -+ "function": { -+ "name": "code_run", -+ "description": "针对 Windows 优化的双模态代码执行器。优先使用 python 运行复杂的脚本、逻辑和数据处理（需在回复中提供 ```python 代码块）；仅在必要系统操作（如文件管理、环境变量设置）时使用 powershell。注意：不要在代码中放置大量数据，如有需要应通过文件读取。代码逻辑必须包含在回复的消息体中。", -+ "parameters": { -+ "type": "object", -+ "properties": { -+ "type": { -+ "type": "string", -+ "enum": [ -+ "python", -+ "powershell" -+ ], -+ "description": "执行模式。python 用于逻辑运算，powershell 用于单行指令。" -+ }, -+ "timeout": { -+ "type": "integer", -+ "default": 60, -+ "description": "执行超时时间（秒）。" -+ }, -+ "cwd": { -+ "type": "string", -+ "description": "工作目录，默认为当前工作目录。" -+ } -+ }, -+ "required": [ -+ "type" -+ ] -+ } -+ } -+ }, -+ { -+ "type": "function", -+ "function": { -+ "name": "web_execute_js", -+ "description": "浏览器控制的首选工具。通过执行 JavaScript 达成对网页的完全控制（如点击、滚动、提取特定数据）。支持将执行结果保存到文件供后续分析。注意：保存功能仅限即时读取，与 await 等异步操作不兼容。", -+ "parameters": { -+ "type": "object", -+ "properties": { -+ "script": { -+ "type": "string", -+ "description": "要执行的 JavaScript 代码。" -+ }, -+ "save_to_file": { -+ "type": "string", -+ "description": "（可选）将 JS 返回结果保存到指定的文件路径。" -+ } -+ }, -+ "required": [ -+ "script" -+ ] -+ } -+ } -+ }, -+ { -+ "type": "function", -+ "function": { -+ "name": "web_scan", -+ "description": "获取网页的清洗后 HTML 内容。支持多标签页管理，可查看当前所有标签页并进行切换。应配合 execute_js 使用，减少全量观察 HTML 以提高效率。", -+ "parameters": { -+ "type": "object", -+ "properties": { -+ "focus_item": { -+ "type": "string", -+ "description": "语义过滤指令。在长列表中模糊搜寻相关项（如“搜索特定商品名称”），算法会优先保留匹配内容。" -+ }, -+ "switch_tab_id": { -+ "type": "string", -+ "description": "可选的标签页 ID。如果提供，将先切换到该标签页再进行扫描。" -+ } -+ } -+ } -+ } -+ }, -+ { -+ "type": "function", -+ "function": { -+ "name": "file_read", -+ "description": "读取文件内容。支持分页读取以处理大文件，默认每页 100 行并带有行号，方便 file_patch 定位。", -+ "parameters": { -+ "type": "object", -+ "properties": { -+ "path": { -+ "type": "string", -+ "description": "文件路径。" -+ }, -+ "start": { -+ "type": "integer", -+ "default": 1, -+ "description": "起始行号（从 1 开始）。" -+ }, -+ "count": { -+ "type": "integer", -+ "default": 100, -+ "description": "读取的行数。" -+ }, -+ "show_linenos": { -+ "type": "boolean", -+ "default": true, -+ "description": "是否显示行号。" -+ } -+ }, -+ "required": [ -+ "path" -+ ] -+ } -+ } -+ }, -+ { -+ "type": "function", -+ "function": { -+ "name": "file_patch", -+ "description": "对文件进行精细的局部修改。通过寻找唯一的旧文本块并替换为新文本。注意：必须确保 old_content 在文件中是唯一的，且空格、缩进、换行必须与原文件完全一致。如果替换失败，请先用 file_read 确认文件内容。", -+ "parameters": { -+ "type": "object", -+ "properties": { -+ "path": { -+ "type": "string", -+ "description": "目标文件路径。" -+ }, -+ "old_content": { -+ "type": "string", -+ "description": "要被替换的原始代码块（需确保唯一性）。" -+ }, -+ "new_content": { -+ "type": "string", -+ "description": "替换后的新代码块。" -+ } -+ }, -+ "required": [ -+ "path", -+ "old_content", -+ "new_content" -+ ] -+ } -+ } -+ }, -+ { -+ "type": "function", -+ "function": { -+ "name": "file_write", -+ "description": "用于对整个文件进行覆盖写入或追加。主要用于创建新文件或处理文件的大量变更。具体写入的内容必须以代码块（```）的形式包含在回复的消息体中。", -+ "parameters": { -+ "type": "object", -+ "properties": { -+ "path": { -+ "type": "string", -+ "description": "目标文件路径。" -+ }, -+ "mode": { -+ "type": "string", -+ "enum": [ -+ "overwrite", -+ "append" -+ ], -+ "default": "overwrite", -+ "description": "写入模式：overwrite（覆盖）或 append（追加）。" -+ } -+ }, -+ "required": [ -+ "path" -+ ] -+ } -+ } -+ }, -+ { -+ "type": "function", -+ "function": { -+ "name": "update_plan", -+ "description": "同步宏观任务进度与战略重心。仅在涉及多步逻辑的初始拆解或发生重大方针变更（原方案不可行）时调用。严禁用于记录细微的调试步骤。简单任务无需使用。", -+ "parameters": { -+ "type": "object", -+ "properties": { -+ "plan": { -+ "type": "string", -+ "description": "更新后的宏观执行计划。" -+ }, -+ "focus": { -+ "type": "string", -+ "description": "当前阶段的战略重心。" -+ } -+ } -+ } -+ } -+ }, -+ { -+ "type": "function", -+ "function": { -+ "name": "ask_user", -+ "description": "当遇到无法自动决策、需要用户授权、需要用户提供私密信息或在关键节点需要确认时调用。调用后系统会暂停并等待人工介入。", -+ "parameters": { -+ "type": "object", -+ "properties": { -+ "question": { -+ "type": "string", -+ "description": "向用户提出的问题或请求。" -+ }, -+ "candidates": { -+ "type": "array", -+ "items": { -+ "type": "string" -+ }, -+ "description": "提供给用户的可选快捷选项。" -+ } -+ }, -+ "required": [ -+ "question" -+ ] -+ } -+ } -+ } -+] -\ No newline at end of file -diff --git a/web_tools.py b/web_tools.py -new file mode 100644 -index 0000000..ec591cc ---- /dev/null -+++ b/web_tools.py -@@ -0,0 +1,75 @@ -+import sys, os, re -+import pyperclip -+import json, time -+import subprocess -+import tempfile -+sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), '..'))) -+ -+from simphtml import get_main_block, start_temp_monitor, get_temp_texts, find_changed_elements, optimize_html_for_tokens -+from simphtml import js_findMainContent, js_findMainList -+from bs4 import BeautifulSoup -+ -+def get_html(driver, cutlist=False, maxchars=28000, instruction=""): -+ page = get_main_block(driver) -+ soup = optimize_html_for_tokens(page) -+ html = str(soup) -+ if not cutlist or len(html) <= maxchars: return html -+ rr = driver.execute_js(js_findMainList + js_findMainContent + """ -+ return findMainList(findMainContent(document.body));""") -+ sel = rr.get("selector", None) -+ if not sel: return html[:maxchars] -+ s = BeautifulSoup(str(soup), "html.parser"); items = s.select(sel) -+ hit = [it for it in items if instruction and instruction.strip() and instruction in it.get_text(" ",strip=True)] -+ keep = hit[:6] if hit else items[:3] -+ for it in items: -+ if it not in keep: it.decompose() -+ s = optimize_html_for_tokens(s) -+ return str(s)[:maxchars] -+ -+def execute_js_rich(script, driver): -+ start_temp_monitor(driver) -+ curr_session = driver.default_session_id -+ last_html = get_html(driver) -+ result = None; error_msg = None -+ new_tab = False; reloaded = False -+ try: -+ print(f"⚡ Executing: {script[:250]} ...") -+ result = driver.execute_js(script, auto_switch_newtab=True) -+ if type(result) is dict and result.get('closed', 0) == 1: reloaded = True -+ time.sleep(2) -+ except Exception as e: -+ error = e.args[0] if e.args else str(e) -+ if isinstance(error, dict): error.pop('stack', None) -+ error_msg = str(error) -+ print(f"❌ Error: {error_msg}") -+ -+ transients = get_temp_texts(driver) -+ -+ if driver.default_session_id != curr_session: -+ curr_session = driver.latest_session_id -+ print('Session changed') -+ new_tab = True -+ -+ current_html = get_html(driver) -+ diff_summary = "无需对比 (报错)" -+ is_significant_change = False -+ if not error_msg: -+ diff_data = find_changed_elements(last_html, current_html) -+ change_count = diff_data.get('changed', 0) -+ diff_summary = f"DOM变化量: {change_count}" -+ if change_count < 5 and not transients and not new_tab: -+ diff_summary += " (页面几乎无静默变化)" -+ else: -+ is_significant_change = True -+ return { -+ "status": "failed" if error_msg else "success", -+ "js_return": result, -+ "error": error_msg, -+ "transients": transients, -+ "environment": { -+ "new_tab": new_tab, -+ "reloaded": reloaded -+ }, -+ "diff": diff_summary, -+ "suggestion": "" if is_significant_change else "页面无明显变化" -+ }